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Chen X, Chen Y, Ni B, Huang C. Research trends and hotspots for frontotemporal dementia from 2000 to 2022: a bibliometric analysis. Front Neurol 2024; 15:1399600. [PMID: 39087008 PMCID: PMC11288951 DOI: 10.3389/fneur.2024.1399600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 06/26/2024] [Indexed: 08/02/2024] Open
Abstract
Background Frontotemporal dementia (FTD) is a neurodegenerative disease with clinical, pathological, and genetic heterogeneity. FTD is receiving increasing attention because it is the second leading cause of early-onset dementia after Alzheimer's disease. This study aimed to analyse the research trends and hotspots of FTD from 2000 to 2022 using bibliometrics. Methods Papers related to FTD from 2000 to 2020 were systematically searched through the Web of Science Core Collection (WOSCC). Citespace and Vosviewer software were used to visually analyse the retrieved data of countries/regions, institutions, journals, authors, references, and keywords. Microsoft Excel was used to generate the annual publications and growth trends. Results There were 10,227 papers included in the bibliometric analysis. The annual publication output on FTD has increased significantly from 2000 to 2022, with papers published in 934 academic journals and 87 countries/regions. The Journal of Alzheimer's Disease was the most popular, with 488 papers about FTD. The most productive countries/regions, institutions, and authors are the United States (n = 4,037), the University of California San Francisco (n = 687), and Miller, Bruce L. (n = 427), respectively. The article by Katya Rascovsky and her colleagues published on Brain in 2011 was the most cocited paper, with 625 citations. The research hotspots in this field were the clinical diagnostic criteria, subdivision, and pathological mechanism of FTD, such as tau protein, chromosome 17, progranulin, TDP-43, and C9orf72. Conclusion The future research direction is based on biomarkers and pathological mechanisms to diagnose and differential diagnose FTD from the aspects of behavior, neuropathology, neuroimaging, and serum markers.
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Affiliation(s)
- Xinxin Chen
- Department of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yin Chen
- Department of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Biyu Ni
- Department of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Cheng Huang
- Department of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Rehabilitation Medicine in Sichuan Province, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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Pasternak M, Mirza SS, Luciw N, Mutsaerts HJMM, Petr J, Thomas D, Cash D, Bocchetta M, Tartaglia MC, Mitchell SB, Black SE, Freedman M, Tang‐Wai D, Rogaeva E, Russell LL, Bouzigues A, van Swieten JC, Jiskoot LC, Seelaar H, Laforce R, Tiraboschi P, Borroni B, Galimberti D, Rowe JB, Graff C, Finger E, Sorbi S, de Mendonça A, Butler C, Gerhard A, Sanchez‐Valle R, Moreno F, Synofzik M, Vandenberghe R, Ducharme S, Levin J, Otto M, Santana I, Strafella AP, MacIntosh BJ, Rohrer JD, Masellis M. Longitudinal cerebral perfusion in presymptomatic genetic frontotemporal dementia: GENFI results. Alzheimers Dement 2024; 20:3525-3542. [PMID: 38623902 PMCID: PMC11095434 DOI: 10.1002/alz.13750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 01/16/2024] [Accepted: 01/21/2024] [Indexed: 04/17/2024]
Abstract
INTRODUCTION Effective longitudinal biomarkers that track disease progression are needed to characterize the presymptomatic phase of genetic frontotemporal dementia (FTD). We investigate the utility of cerebral perfusion as one such biomarker in presymptomatic FTD mutation carriers. METHODS We investigated longitudinal profiles of cerebral perfusion using arterial spin labeling magnetic resonance imaging in 42 C9orf72, 70 GRN, and 31 MAPT presymptomatic carriers and 158 non-carrier controls. Linear mixed effects models assessed perfusion up to 5 years after baseline assessment. RESULTS Perfusion decline was evident in all three presymptomatic groups in global gray matter. Each group also featured its own regional pattern of hypoperfusion over time, with the left thalamus common to all groups. Frontal lobe regions featured lower perfusion in those who symptomatically converted versus asymptomatic carriers past their expected age of disease onset. DISCUSSION Cerebral perfusion is a potential biomarker for assessing genetic FTD and its genetic subgroups prior to symptom onset. HIGHLIGHTS Gray matter perfusion declines in at-risk genetic frontotemporal dementia (FTD). Regional perfusion decline differs between at-risk genetic FTD subgroups . Hypoperfusion in the left thalamus is common across all presymptomatic groups. Converters exhibit greater right frontal hypoperfusion than non-converters past their expected conversion date. Cerebral hypoperfusion is a potential early biomarker of genetic FTD.
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Corriveau-Lecavalier N, Tosakulwong N, Lesnick TG, Fought AJ, Reid RI, Schwarz CG, Senjem ML, Jack CR, Jones DT, Vemuri P, Rademakers R, Ramos EM, Geschwind DH, Knopman DS, Botha H, Savica R, Graff-Radford J, Ramanan VK, Fields JA, Graff-Radford N, Wszolek Z, Forsberg LK, Petersen RC, Heuer HW, Boxer AL, Rosen HJ, Boeve BF, Kantarci K. Neurite-based white matter alterations in MAPT mutation carriers: A multi-shell diffusion MRI study in the ALLFTD consortium. Neurobiol Aging 2024; 134:135-145. [PMID: 38091751 PMCID: PMC10872472 DOI: 10.1016/j.neurobiolaging.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 11/28/2023] [Accepted: 12/01/2023] [Indexed: 12/23/2023]
Abstract
We assessed white matter (WM) integrity in MAPT mutation carriers (16 asymptomatic, 5 symptomatic) compared to 31 non-carrier family controls using diffusion tensor imaging (DTI) (fractional anisotropy; FA, mean diffusivity; MD) and neurite orientation dispersion and density imaging (NODDI) (neurite density index; NDI, orientation and dispersion index; ODI). Linear mixed-effects models accounting for age and family relatedness revealed alterations across DTI and NODDI metrics in all mutation carriers and in symptomatic carriers, with the most significant differences involving fronto-temporal WM tracts. Asymptomatic carriers showed higher entorhinal MD and lower cingulum FA and patterns of higher ODI mostly involving temporal areas and long association and projections fibers. Regression models between estimated time to or time from disease and DTI and NODDI metrics in key regions (amygdala, cingulum, entorhinal, inferior temporal, uncinate fasciculus) in all carriers showed increasing abnormalities with estimated time to or time from disease onset, with FA and NDI showing the strongest relationships. Neurite-based metrics, particularly ODI, appear to be particularly sensitive to early WM involvement in asymptomatic carriers.
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Affiliation(s)
- Nick Corriveau-Lecavalier
- Department of Neurology, Mayo Clinic, Rochester, MN, USA; Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | | | - Timothy G Lesnick
- Departmenf of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Angela J Fought
- Departmenf of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Robert I Reid
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | - David T Jones
- Department of Neurology, Mayo Clinic, Rochester, MN, USA; Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Rosa Rademakers
- Department of Neuroscience, Mayo Clinic Jacksonville, FL, USA; Center for Molecular Neurology, Antwerp University, Belgium
| | | | | | | | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Rodolfo Savica
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | | | - Julie A Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | | | - Hilary W Heuer
- Department of Neurology, University of California San Francisco, CA, USA
| | - Adam L Boxer
- Department of Neurology, University of California San Francisco, CA, USA
| | - Howard J Rosen
- Department of Neurology, University of California San Francisco, CA, USA
| | | | - Kejal Kantarci
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.
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Almeida MR, Tábuas-Pereira M, Baldeiras I, Lima M, Durães J, Massano J, Pinto M, Cruto C, Santana I. Characterization of Progranulin Gene Mutations in Portuguese Patients with Frontotemporal Dementia. Int J Mol Sci 2023; 25:511. [PMID: 38203682 PMCID: PMC10778719 DOI: 10.3390/ijms25010511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 12/23/2023] [Accepted: 12/27/2023] [Indexed: 01/12/2024] Open
Abstract
In Portugal, heterozygous loss-of-function mutations in the progranulin (GRN) gene account for approximately half of the genetic mediated forms of frontotemporal dementia (FTD). GRN mutations reported thus far cause FTD through a haploinsufficiency disease mechanism. Herein, we aim to unveil the GRN mutation spectrum, investigated in 257 FTD patients and 19 family members from the central/north region of Portugal using sequencing methods. Seven different pathogenic variants were identified in 46 subjects including 40 patients (16%) and 6 relatives (32%). bvFTD was the most common clinical presentation among the GRN mutation patients, who showed a global pattern of moderate-to-severe frontotemporoparietal deficits in the neuropsychological evaluation. Interestingly, two mutations were novel (p.Thr238Profs*18, p.Leu354Profs*16), and five were previously described, although three of them only in the Portuguese population, suggesting a population-specific GRN mutational spectrum. The subjects harboring a GRN mutation showed a significant reduction in serum PGRN levels, supporting the pathogenic nature of these variants. This work broadens the mutation spectrum of GRN and the identification of the underlying GRN mutations provided an accurate genetic counselling and allowed the enrolment of subjects with GRN mutations (both asymptomatic and symptomatic) in ongoing clinical trials, which is essential to test new drugs for the disease.
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Affiliation(s)
- Maria Rosário Almeida
- CNC—Center for Neuroscience and Cell Biology, University of Coimbra, 3004-504 Coimbra, Portugal; (I.B.); (I.S.)
| | - Miguel Tábuas-Pereira
- Neurology Department, Centro Hospitalar e Universitário de Coimbra, 3004-561 Coimbra, Portugal; (M.T.-P.); (M.L.); (J.D.)
| | - Inês Baldeiras
- CNC—Center for Neuroscience and Cell Biology, University of Coimbra, 3004-504 Coimbra, Portugal; (I.B.); (I.S.)
- Faculty of Medicine, University of Coimbra, 3000-370 Coimbra, Portugal
| | - Marisa Lima
- Neurology Department, Centro Hospitalar e Universitário de Coimbra, 3004-561 Coimbra, Portugal; (M.T.-P.); (M.L.); (J.D.)
| | - João Durães
- Neurology Department, Centro Hospitalar e Universitário de Coimbra, 3004-561 Coimbra, Portugal; (M.T.-P.); (M.L.); (J.D.)
| | - João Massano
- Neurology Department, Centro Hospitalar Universitário de São João, 4200-319 Porto, Portugal; (J.M.); (M.P.)
| | - Madalena Pinto
- Neurology Department, Centro Hospitalar Universitário de São João, 4200-319 Porto, Portugal; (J.M.); (M.P.)
| | - Catarina Cruto
- Neurology Department, Hospital Pedro Hispano, Unidade Local de Saúde de Matosinhos, 4464-513 Matosinhos, Portugal;
| | - Isabel Santana
- CNC—Center for Neuroscience and Cell Biology, University of Coimbra, 3004-504 Coimbra, Portugal; (I.B.); (I.S.)
- Faculty of Medicine, University of Coimbra, 3000-370 Coimbra, Portugal
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Jiskoot LC, van den Berg E, Laenen SAAM, Poos JM, Giannini LAA, Satoer DD, van Hemmen J, Pijnenburg YAL, Vonk JMJ, Seelaar H. Longitudinal changes in qualitative aspects of semantic fluency in presymptomatic and prodromal genetic frontotemporal dementia. J Neurol 2023; 270:5418-5435. [PMID: 37462752 PMCID: PMC10576727 DOI: 10.1007/s00415-023-11845-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 06/21/2023] [Accepted: 06/23/2023] [Indexed: 10/15/2023]
Abstract
BACKGROUND The semantic fluency test is one of the most widely used neuropsychological tests in dementia diagnosis. Research utilizing the qualitative, psycholinguistic information embedded in its output is currently underexplored in presymptomatic and prodromal genetic FTD. METHODS Presymptomatic MAPT (n = 20) and GRN (n = 43) mutation carriers, and controls (n = 55) underwent up to 6 years of neuropsychological assessment, including the semantic fluency test. Ten mutation carriers became symptomatic (phenoconverters). Total score and five qualitative fluency measures (lexical frequency, age of acquisition, number of clusters, cluster size, number of switches) were calculated. We used multilevel linear regression modeling to investigate longitudinal decline. We assessed the co-correlation of the qualitative measures at each time point with principal component analysis. We explored associations with cognitive decline and grey matter atrophy using partial correlations, and investigated classification abilities using binary logistic regression. RESULTS The interrater reliability of the qualitative measures was good (ICC = 0.75-0.90). There was strong co-correlation between lexical frequency and age of acquisition, and between clustering and switching. At least 4 years pre-phenoconversion, GRN phenoconverters had fewer but larger clusters (p < 0.001), and fewer switches (p = 0.004), correlating with lower executive function (r = 0.87-0.98). Fewer switches was predictive of phenoconversion, correctly classifying 90.3%. Starting at least 4 years pre-phenoconversion, MAPT phenoconverters demonstrated an increase in lexical frequency (p = 0.009) and a decline in age of acquisition (p = 0.034), correlating with lower semantic processing (r = 0.90). Smaller cluster size was predictive of phenoconversion, correctly classifying 89.3%. Increase in lexical frequency and decline in age of acquisition were associated with grey matter volume loss of predominantly temporal areas, while decline in the number of clusters, cluster size, and switches correlated with grey matter volume loss of predominantly frontal areas. CONCLUSIONS Qualitative aspects of semantic fluency could give insight into the underlying mechanisms as to why the "traditional" total score declines in the different FTD mutations. However, the qualitative measures currently demonstrate more fluctuation than the total score, the measure that seems to most reliably deteriorate with time. Replication in a larger sample of FTD phenoconverters is warranted to identify if qualitative measures could be sensitive cognitive biomarkers to identify and track mutation carriers converting to the symptomatic stage of FTD.
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Affiliation(s)
- Lize C. Jiskoot
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Room NF-331, Post Box 2040, 3000 CA Rotterdam, The Netherlands
- Dementia Research Centre, University College London, London, UK
| | - Esther van den Berg
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Room NF-331, Post Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Sascha A. A. M. Laenen
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Room NF-331, Post Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Jackie M. Poos
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Room NF-331, Post Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Lucia A. A. Giannini
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Room NF-331, Post Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Djaina D. Satoer
- Department of Neurosurgery, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Judy van Hemmen
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Room NF-331, Post Box 2040, 3000 CA Rotterdam, The Netherlands
| | | | - Jet M. J. Vonk
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, CA USA
- Department of Epidemiology, Utrecht University Medical Centre, Utrecht, The Netherlands
| | - Harro Seelaar
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Room NF-331, Post Box 2040, 3000 CA Rotterdam, The Netherlands
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Magen I, Yacovzada NS, Warren JD, Heller C, Swift I, Bobeva Y, Malaspina A, Rohrer JD, Fratta P, Hornstein E. microRNA-based predictor for diagnosis of frontotemporal dementia. Neuropathol Appl Neurobiol 2023; 49:e12916. [PMID: 37317649 DOI: 10.1111/nan.12916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 04/28/2023] [Accepted: 06/02/2023] [Indexed: 06/16/2023]
Abstract
AIMS This study aimed to explore the non-linear relationships between cell-free microRNAs (miRNAs) and their contribution to prediction of Frontotemporal dementia (FTD), an early onset dementia that is clinically heterogeneous, and too often suffers from delayed diagnosis. METHODS We initially studied a training cohort of 219 subjects (135 FTD and 84 non-neurodegenerative controls) and then validated the results in a cohort of 74 subjects (33 FTD and 41 controls). RESULTS On the basis of cell-free plasma miRNA profiling by next generation sequencing and machine learning approaches, we develop a non-linear prediction model that accurately distinguishes FTD from non-neurodegenerative controls in ~90% of cases. CONCLUSIONS The fascinating potential of diagnostic miRNA biomarkers might enable early-stage detection and a cost-effective screening approach for clinical trials that can facilitate drug development.
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Affiliation(s)
- Iddo Magen
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
- Department of Molecular Neuroscience, Weizmann Institute of Science, Rehovot, Israel
| | - Nancy-Sarah Yacovzada
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
- Department of Molecular Neuroscience, Weizmann Institute of Science, Rehovot, Israel
| | - Jason D Warren
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Carolin Heller
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- UK Dementia Research Institute, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Imogen Swift
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- UK Dementia Research Institute, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Yoana Bobeva
- Centre for Neuroscience and Trauma, Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Andrea Malaspina
- Centre for Neuroscience and Trauma, Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Pietro Fratta
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Eran Hornstein
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
- Department of Molecular Neuroscience, Weizmann Institute of Science, Rehovot, Israel
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Huang L, Cui L, Chen K, Han Z, Guo Q. Functional and structural network changes related with cognition in semantic dementia longitudinally. Hum Brain Mapp 2023; 44:4287-4298. [PMID: 37209400 PMCID: PMC10318263 DOI: 10.1002/hbm.26345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 04/06/2023] [Accepted: 05/01/2023] [Indexed: 05/22/2023] Open
Abstract
Longitudinal changes in the white matter/functional brain networks of semantic dementia (SD), as well as their relations with cognition remain unclear. Using a graph-theoretic method, we examined the neuroimaging (T1, diffusion tensor imaging, functional MRI) network properties and cognitive performance in processing semantic knowledge of general and six modalities (i.e., object form, color, motion, sound, manipulation and function) from 31 patients (at two time points with an interval of 2 years) and 20 controls (only at baseline). Partial correlation analyses were carried out to explore the relationships between the network changes and the declines of semantic performance. SD exhibited aberrant general and modality-specific semantic impairment, and gradually worsened over time. Overall, the brain networks showed a decreased global and local efficiency in the functional network organization but a preserved structural network organization with a 2-year follow-up. With disease progression, both structural and functional alterations were found to be extended to the temporal and frontal lobes. The regional topological alteration in the left inferior temporal gyrus (ITG.L) was significantly correlated with general semantic processing. Meanwhile, the right superior temporal gyrus and right supplementary motor area were identified to be associated with color and motor-related semantic attributes. SD manifested disrupted structural and functional network pattern longitudinally. We proposed a hub region (i.e., ITG.L) of semantic network and distributed modality-specific semantic-related regions. These findings support the hub-and-spoke semantic theory and provide targets for future therapy.
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Affiliation(s)
- Lin Huang
- Department of GerontologyShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Liang Cui
- Department of GerontologyShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Keliang Chen
- Department of Neurology, Huashan HospitalFudan UniversityShanghaiChina
| | - Zaizhu Han
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain ResearchBeijing Normal UniversityBeijingChina
| | - Qihao Guo
- Department of GerontologyShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
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Mesulam MM, Gefen T, Flanagan M, Castellani R, Jamshidi P, Barbieri E, Sridhar J, Kawles A, Weintraub S, Geula C, Rogalski E. Frontotemporal Degeneration with Transactive Response DNA-Binding Protein Type C at the Anterior Temporal Lobe. Ann Neurol 2023; 94:1-12. [PMID: 37183762 PMCID: PMC10330481 DOI: 10.1002/ana.26677] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/28/2023] [Accepted: 05/06/2023] [Indexed: 05/16/2023]
Abstract
The anatomical distribution of most neurodegenerative diseases shows considerable interindividual variations. In contrast, frontotemporal lobar degeneration with transactive response DNA-binding protein type C (TDP-C) shows a consistent predilection for the anterior temporal lobe (ATL). The relatively selective atrophy of ATL in TDP-C patients has highlighted the importance of this region for complex cognitive and behavioral functions. This review includes observations on 28 TDP-C patients, 18 with semantic primary progressive aphasia and 10 with other syndromes. Longitudinal imaging allowed the delineation of progression trajectories. At post-mortem examination, the pathognomonic feature of TDP-C consisted of long, thick neurites found predominantly in superficial cortical layers. These neurites may represent dystrophic apical dendrites of layer III and V pyramidal neurons that are known to play pivotal roles in complex cortical computations. Other types of frontotemporal lobar degeneration TDP, such as TDP-A and TDP-B, are not associated with long dystrophic neurites in the cerebral cortex, and do not show similar predilection patterns for ATL. Research is beginning to identify molecular, structural, and immunological differences between pathological TDP-43 in TDP-C versus TDP-A and B. Parallel investigations based on proteomics, somatic mutations, and genome-wide association studies are detecting molecular features that could conceivably mediate the selective vulnerability of ATL to TDP-C. Future work will focus on characterizing the distinctive features of the abnormal TDP-C neurites, the mechanisms of neurotoxicity, initial cellular targets within the ATL, trajectory of spread, and the nature of ATL-specific markers that modulate vulnerability to TDP-C. ANN NEUROL 2023;94:1-12.
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Affiliation(s)
- Marek-Marsel Mesulam
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Tamar Gefen
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Margaret Flanagan
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Rudolph Castellani
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Pouya Jamshidi
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Elena Barbieri
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jaiashre Sridhar
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Allegra Kawles
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Sandra Weintraub
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Changiz Geula
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Cell and Molecular Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Emily Rogalski
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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9
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Chu M, Jiang D, Liu L, Nie B, Cui B, Wang Y, Rosa-Neto P, Wu L. Altered Anterior Insular Metabolic Connectivity in Asymptomatic MAPT P301L Carriers. J Alzheimers Dis 2023:JAD221035. [PMID: 37182866 DOI: 10.3233/jad-221035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
BACKGROUND The insula is the predominant brain region impaired in behavior variant frontotemporal dementia (bvFTD). However, structural and functional changes in the sub-insula in the asymptomatic stage of bvFTD are unknown. OBJECTIVE To describe structural and functional changes in insula subregions in asymptomatic carriers of the P301L mutation of the microtubule-associated protein tau (MAPT) gene and patients with bvFTD. METHODS Six asymptomatic MAPT P301L mutation carriers and 12 MAPT negative control subjects of the same pedigree were enrolled, along with 30 patients with a clinical diagnosis of bvFTD and 30 matched controls. All subjects underwent hybrid positron emission tomography/magnetic resonance imaging. Atlas-based parcellation using a fine-grained Brainnetome Atlas was conducted to assess gray matter (GM) volume, metabolism, and metabolic connectivity in the sub-insula (region of interest). RESULTS There was no significant GM atrophy or hypometabolism in insula subregions in asymptomatic MAPT P301L carriers, although decreased metabolic connectivity between vIa-middle temporal gyrus, vIa-temporal poles, dIa-middle temporal gyrus and dIa-temporal poles; and increased connectivity between vIa-orbitofrontal, vIa-dorsal lateral superior frontal gyrus, and dIa-orbitofrontal and dIa-dorsal lateral superior frontal gyrus were observed. Patients with bvFTD had significant atrophy and hypometabolism in all insula subregions and decreased metabolic connectivity in the whole brain, including vIa/dIa-middle temporal and vIa/dIa-temporal poles. The standardized uptake value ratios of vIa and dIa were negatively associated with behavioral disinhibition scale scores. CONCLUSION Metabolic connectivity is altered in vIa and dIa subregions of the sub-insula in MAPT P301L mutation carriers before the occurrence of atrophy, hypometabolism, and clinical symptoms.
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Affiliation(s)
- Min Chu
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Deming Jiang
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Li Liu
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Binbin Nie
- Beijing Engineering Research Center of Radiographic Techniques and Equipment, Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, China
- School of Nuclear Science and Technology, University of Chinese Academy of Sciences, Beijing
| | - Bo Cui
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | | | - Pedro Rosa-Neto
- McGill Centre for Studies in Aging, Alzheimer's Disease Research Unit, Montreal, Canada
| | - Liyong Wu
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
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Saracino D, Sellami L, Boniface H, Houot M, Pélégrini-Issac M, Funkiewiez A, Rinaldi D, Locatelli M, Azuar C, Causse-Lemercier V, Jaillard A, Pasquier F, Chastan M, Wallon D, Hitzel A, Pariente J, Pallardy A, Boutoleau-Bretonnière C, Guedj E, Didic M, Migliaccio R, Kas A, Habert MO, Le Ber I. Brain Metabolic Profile in Presymptomatic GRN Carriers Throughout a 5-Year Follow-up. Neurology 2023; 100:e396-e407. [PMID: 36257714 DOI: 10.1212/wnl.0000000000201439] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/06/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND AND OBJECTIVES GRN variants are a frequent cause of familial frontotemporal dementia (FTD). Monitoring disease progression in asymptomatic carriers of genetic variants is a major challenge in delivering preventative therapies before clinical onset. This study aimed to assess the usefulness of fluorodeoxyglucose (FDG)-PET in identifying metabolic changes in presymptomatic GRN carriers (PS-GRN+) and to trace their longitudinal progression. METHODS Participants were longitudinally evaluated over 5 years in a prospective cohort study focused on GRN disease (Predict-PGRN). They underwent cognitive/behavioral assessment, plasma neurofilament measurement, brain MRI, and FDG-PET. Voxel-wise comparisons of structural and metabolic imaging data between 2 groups were performed for each time point. Longitudinal PET changes were evaluated with voxel-wise comparisons and the metabolic percent annual changes method. The association of regional brain metabolism with plasma neurofilament and cognitive changes was analyzed. RESULTS Among the 80 individuals enrolled in the study, 58 (27 PS-GRN+ and 31 noncarriers) were included in the analyses. Cross-sectional comparisons between PS-GRN+ and controls found a significant hypometabolism in the left superior temporal sulcus (STS) region (encompassing the middle and superior temporal gyri), approximately 15 years before the expected disease onset, without significant cortical atrophy. The longitudinal metabolic decline over the following 5 years peaked around the right STS in carriers (p < 0.001), without significantly greater volume loss compared with that in controls. Their estimated annualized metabolic decrease (-1.37%) was higher than that in controls (-0.21%, p = 0.004). Lower glucose uptake was associated with higher neurofilament increase (p = 0.003) and lower frontal cognitive scores (p = 0.014) in PS-GRN+. DISCUSSION This study detected brain metabolic changes in the STS region, preceding structural and cognitive alterations, thus contributing to the characterization of the pathochronology of preclinical GRN disease. Owing to the STS involvement in the perception of facially communicated cues, it is likely that its dysfunction contributes to social cognition deficits characterizing FTD. Overall, our study highlights brain metabolic changes as an early disease-tracking biomarker and proposes annualized percent decrease as a metric to monitor therapeutic response in forthcoming trials.
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Affiliation(s)
- Dario Saracino
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Leila Sellami
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Hugo Boniface
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Marion Houot
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Mélanie Pélégrini-Issac
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Aurélie Funkiewiez
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Daisy Rinaldi
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Maxime Locatelli
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Carole Azuar
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Valérie Causse-Lemercier
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Alice Jaillard
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Florence Pasquier
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Mathieu Chastan
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - David Wallon
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Anne Hitzel
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Jérémie Pariente
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Amandine Pallardy
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Claire Boutoleau-Bretonnière
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Eric Guedj
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Mira Didic
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Raffaella Migliaccio
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Aurélie Kas
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Marie-Odile Habert
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Isabelle Le Ber
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France.
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Davenport F, Gallacher J, Kourtzi Z, Koychev I, Matthews PM, Oxtoby NP, Parkes LM, Priesemann V, Rowe JB, Smye SW, Zetterberg H. Neurodegenerative disease of the brain: a survey of interdisciplinary approaches. J R Soc Interface 2023; 20:20220406. [PMID: 36651180 PMCID: PMC9846433 DOI: 10.1098/rsif.2022.0406] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Accepted: 12/16/2022] [Indexed: 01/19/2023] Open
Abstract
Neurodegenerative diseases of the brain pose a major and increasing global health challenge, with only limited progress made in developing effective therapies over the last decade. Interdisciplinary research is improving understanding of these diseases and this article reviews such approaches, with particular emphasis on tools and techniques drawn from physics, chemistry, artificial intelligence and psychology.
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Affiliation(s)
| | - John Gallacher
- Director of Dementias Platform, Department of Psychiatry, University of Oxford, Oxford, UK
| | - Zoe Kourtzi
- Professor of Cognitive Computational Neuroscience, Department of Psychology, University of Cambridge, UK
| | - Ivan Koychev
- Senior Clinical Researcher, Department of Psychiatry, University of Oxford, Oxford, UK
- Consultant Neuropsychiatrist, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Paul M. Matthews
- Department of Brain Sciences and UK Dementia Research Institute Centre, Imperial College London, Oxford, UK
| | - Neil P. Oxtoby
- UCL Centre for Medical Image Computing and Department of Computer Science, University College London, Gower Street, London, UK
| | - Laura M. Parkes
- School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester, M13 9PL, UK
- Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Manchester, UK
| | - Viola Priesemann
- Max Planck Group Leader and Fellow of the Schiemann Kolleg, Max Planck Institute for Dynamics and Self-Organization and Bernstein Center for Computational Neuroscience, Göttingen, Germany
| | - James B. Rowe
- Department of Clinical Neurosciences, MRC Cognition and Brain Sciences Unit and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | | | - Henrik Zetterberg
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, People's Republic of China
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12
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Lee H, Mackenzie IRA, Beg MF, Popuri K, Rademakers R, Wittenberg D, Hsiung GYR. White-matter abnormalities in presymptomatic GRN and C9orf72 mutation carriers. Brain Commun 2022; 5:fcac333. [PMID: 36632182 PMCID: PMC9825756 DOI: 10.1093/braincomms/fcac333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 08/26/2022] [Accepted: 12/18/2022] [Indexed: 12/23/2022] Open
Abstract
A large proportion of familial frontotemporal dementia is caused by TAR DNA-binding protein 43 (transactive response DNA-binding protein 43 kDa) proteinopathies. Accordingly, carriers of autosomal dominant mutations in the genes associated with TAR DNA-binding protein 43 aggregation, such as Chromosome 9 open reading frame 72 (C9orf72) or progranulin (GRN), are at risk of later developing frontotemporal dementia. Brain imaging abnormalities that develop before dementia onset in mutation carriers may serve as proxies for the presymptomatic stages of familial frontotemporal dementia due to a genetic cause. Our study objective was to investigate brain MRI-based white-matter changes in predementia participants carrying mutations in C9orf72 or GRN genes. We analysed mutation carriers and their family member controls (noncarriers) from the University of British Columbia familial frontotemporal dementia study. First, a total of 42 participants (8 GRN carriers; 11 C9orf72 carriers; 23 noncarriers) had longitudinal T1-weighted MRI over ∼2 years. White-matter signal hypointensities were segmented and volumes were calculated for each participant. General linear models were applied to compare the baseline burden and the annualized rate of accumulation of signal abnormalities among mutation carriers and noncarriers. Second, a total of 60 participants (9 GRN carriers; 17 C9orf72 carriers; 34 noncarriers) had cross-sectional diffusion tensor MRI available. For each participant, we calculated the average fractional anisotropy and mean, radial and axial diffusivity parameter values within the normal-appearing white-matter tissues. General linear models were applied to compare whether mutation carriers and noncarriers had different trends in diffusion tensor imaging parameter values as they neared the expected age of onset. Baseline volumes of white-matter signal abnormalities were not significantly different among mutation carriers and noncarriers. Longitudinally, GRN carriers had significantly higher annualized rates of accumulation (estimated mean: 15.87%/year) compared with C9orf72 carriers (3.69%/year) or noncarriers (2.64%/year). A significant relationship between diffusion tensor imaging parameter values and increasing expected age of onset was found in the periventricular normal-appearing white-matter region. Specifically, GRN carriers had a tendency of a faster increase of mean and radial diffusivity values and C9orf72 carriers had a tendency of a faster decline of fractional anisotropy values as they reached closer to the expected age of dementia onset. These findings suggest that white-matter changes may represent early markers of familial frontotemporal dementia due to genetic causes. However, GRN and C9orf72 mutation carriers may have different mechanisms leading to tissue abnormalities.
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Affiliation(s)
- Hyunwoo Lee
- Correspondence to: Hyunwoo Lee S154-2211 Wesbrook Mall Vancouver, B.C., Canada V6T 2B5 E-mail:
| | - Ian R A Mackenzie
- Department of Pathology and Laboratory Medicine, Faculty of Medicine, University of British Columbia, Vancouver V6T2B5, Canada
| | - Mirza Faisal Beg
- School of Engineering Science, Simon Fraser University, Burnaby V5A1S6, Canada
| | - Karteek Popuri
- Department of Computer Science, Memorial University of Newfoundland, St John’s A1B3X5, Canada
| | - Rosa Rademakers
- Applied and Translational Neurogenomics, VIB Center for Molecular Neurology, VIB, Antwerp 2610, Belgium,Department of Biomedical Sciences, University of Antwerp, Antwerp 2610, Belgium,Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Dana Wittenberg
- Division of Neurology, Department of Medicine, University of British Columbia, Vancouver V6T2B5, Canada
| | - Ging-Yuek Robin Hsiung
- Division of Neurology, Department of Medicine, University of British Columbia, Vancouver V6T2B5, Canada
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Poos JM, Grandpierre LDM, van der Ende EL, Panman JL, Papma JM, Seelaar H, van den Berg E, van 't Klooster R, Bron E, Steketee R, Vernooij MW, Pijnenburg YAL, Rombouts SARB, van Swieten J, Jiskoot LC. Longitudinal Brain Atrophy Rates in Presymptomatic Carriers of Genetic Frontotemporal Dementia. Neurology 2022; 99:e2661-e2671. [PMID: 36288997 PMCID: PMC9757869 DOI: 10.1212/wnl.0000000000201292] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 08/10/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES It is important to identify at what age brain atrophy rates in genetic frontotemporal dementia (FTD) start to accelerate and deviate from normal aging effects to find the optimal starting point for treatment. We investigated longitudinal brain atrophy rates in the presymptomatic stage of genetic FTD using normative brain volumetry software. METHODS Presymptomatic GRN, MAPT, and C9orf72 pathogenic variant carriers underwent longitudinal volumetric T1-weighted magnetic resonance imaging of the brain as part of a prospective cohort study. Images were automatically analyzed with Quantib® ND, which consisted of volume measurements (CSF and sum of gray and white matter) of lobes, cerebellum, and hippocampus. All volumes were compared with reference centile curves based on a large population-derived sample of nondemented individuals (n = 4,951). Mixed-effects models were fitted to analyze atrophy rates of the different gene groups as a function of age. RESULTS Thirty-four GRN, 8 MAPT, and 14 C9orf72 pathogenic variant carriers were included (mean age = 52.1, standard deviation = 7.2; 66% female). The mean follow-up duration of the study was 64 ± 33 months (median = 52; range 13-108). GRN pathogenic variant carriers showed a faster decline than the reference centile curves for all brain areas, though relative volumes remained between the 5th and 75th percentiles between the ages of 45 and 70 years. In MAPT pathogenic variant carriers, frontal lobe volume was already at the 5th percentile at age 45 years and showed a further decline between the ages 50 and 60 years. Temporal lobe volume started in the 50th percentile at age 45 years but showed fastest decline over time compared with other brain structures. Frontal, temporal, parietal, and cerebellar volume already started below the 5th percentile compared with the reference centile curves at age 45 years for C9orf72 pathogenic variant carriers, but there was minimal decline over time until the age of 60 years. DISCUSSION We provide evidence for longitudinal brain atrophy in the presymptomatic stage of genetic FTD. The affected brain areas and the age after which atrophy rates start to accelerate and diverge from normal aging slopes differed between gene groups. These results highlight the value of normative volumetry software for disease tracking and staging biomarkers in genetic FTD. These techniques could help in identifying the optimal time window for starting treatment and monitoring treatment response.
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Affiliation(s)
- Jackie M Poos
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Leonie D M Grandpierre
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Emma L van der Ende
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Jessica L Panman
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Janne M Papma
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Harro Seelaar
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Esther van den Berg
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Ronald van 't Klooster
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Esther Bron
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Rebecca Steketee
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Meike W Vernooij
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Yolande A L Pijnenburg
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Serge A R B Rombouts
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - John van Swieten
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom
| | - Lize C Jiskoot
- From the Department of Neurology and Alzheimer Center Erasmus MC (Jackie M. Poos, L.D.M.G., E.L.E., J.L.P., Janne M. Papma, H.S., Esther van den Berg, J.S., L.C.J.), Erasmus MC University Medical Center; Quantib B.V. (R.K.), Rotterdam; Departments of Radiology and Nuclear Medicine (Esther Bron, R.S., M.W.V.) and Epidemiology (M.W.V.), Erasmus MC University Medical Center Rotterdam; Department of Neurology (Y.A.L.P.), Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center; Department of Radiology (S.A.R.B.R.), Leiden University Medical Center; Institute of Psychology (S.A.R.B.R.) and Leiden Institute for Brain and Cognition (S.A.R.B.R.), Leiden University, The Netherlands; and Dementia Research Centre (L.C.J.), Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom.
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14
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Finger E, Malik R, Bocchetta M, Coleman K, Graff C, Borroni B, Masellis M, Laforce R, Greaves CV, Russell LL, Convery RS, Bouzigues A, Cash DM, Otto M, Synofzik M, Rowe JB, Galimberti D, Tiraboschi P, Bartha R, Shoesmith C, Tartaglia MC, van Swieten JC, Seelaar H, Jiskoo LC, Sorbi S, Butler CR, Gerhard A, Sanchez-Valle R, de Mendonça A, Moreno F, Vandenberghe R, Le Ber I, Levin J, Pasquier F, Santana I, Rohrer JD, Ducharme S. Neurodevelopmental effects of genetic frontotemporal dementia in young adult mutation carriers. Brain 2022; 146:2120-2131. [PMID: 36458975 DOI: 10.1093/brain/awac446] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Revised: 10/05/2022] [Accepted: 10/16/2022] [Indexed: 12/03/2022] Open
Abstract
While frontotemporal dementia (frontotemporal dementia) has been considered a neurodegenerative disease that starts in mid-life or later, it is now clearly established that cortical and subcortical volume loss is observed more than a decade prior to symptom onset and progresses with aging. To test the hypothesis that genetic mutations causing frontotemporal dementia have neurodevelopmental consequences, we have examined the youngest adults in the GENFI cohort of pre-symptomatic frontotemporal dementia mutation carriers who are between the ages of 19 and 30y. Structural brain differences and improved performance on some cognitive tests was found for MAPT and GRN mutation carriers relative to familial non-carriers, while smaller volumes were observed in C9orf72 repeat expansion carriers at a mean age of 26y. The detection of such early differences supports potential advantageous neurodevelopmental consequences of some frontotemporal dementia causing genetic mutations. These results have implications for design of therapeutic interventions for frontotemporal dementia. Future studies at younger ages are needed to identify specific early pathophysiologic or compensatory processes in the neurodevelopmental period.
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Affiliation(s)
- Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | - Rubina Malik
- Schulich School of Medicine & Dentistry, Graduate Program in Neuroscience, University of Western Ontario, London, Ontario, Canada
| | - Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Kristy Coleman
- Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | - Caroline Graff
- Karolinska Institutet, Department NVS, Division of Neurogeriatrics, Stockholm, Sweden
- Unit for Hereditary Dementia, Theme Aging, Karolinska University Hospital-Solna Stockholm Sweden
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Mario Masellis
- Campbell Cognitive Neurology Research Unit, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, Faculté de Médecine, Université Laval, Québec, Canada
| | - Caroline V Greaves
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Lucy L Russell
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Rhian S Convery
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Arabella Bouzigues
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - David M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Markus Otto
- Department of Neurology, University Hospital Ulm, Ulm, Germany
| | - Matthis Synofzik
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research (HIH), University of Tübingen, Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust and Medical Research Council Cognition and brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Daniela Galimberti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Robert Bartha
- Department of Medical Biophysics, The University of Western Ontario, London, Ontario, Canada
- Centre for Functional and Metabolic Mapping, Robarts Research Institute, The University of Western Ontario, London, Ontario, Canada
| | - Christen Shoesmith
- Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | - Maria Carmela Tartaglia
- Toronto Western Hospital, Tanz Centre for Research in Neurodegenerative Disease, Toronto, ON, Canada
| | - John C van Swieten
- Department of Neurology and Alzheimer center, Erasmus Medical Center Rotterdam, the Netherlands
| | - Harro Seelaar
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Lize C Jiskoo
- Department of Neurology and Alzheimer center, Erasmus Medical Center Rotterdam, the Netherlands
| | - Sandro Sorbi
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Chris R Butler
- Department of Clinical Neurology, University of Oxford, Oxford, UK
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
- Departments of Geriatric Medicine and Nuclear Medicine, University of Duisburg-Essen, Germany
| | - Raquel Sanchez-Valle
- Neurology Department, Hospital Clinic, Institut d'Investigacions Biomèdiques, Barcelona, Spain
| | | | - Fermin Moreno
- Hospital Universitario Donostia, San Sebastian, Spain
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Isabelle Le Ber
- Sorbonne Université, Paris Brain Institute - Institut du Cerveau - ICM, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Centre de référence des démences rares ou précoces, IM2A, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
| | - Johannes Levin
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich; German Center for Neurodegenerative Diseases (DZNE), Munich; Munich Cluster of Systems Neurology, Munich, Germany
| | - Florence Pasquier
- Univ Lille, Lille, France
- Inserm 1172, Lille, France
- CHU, CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Isabel Santana
- Neurology Department, Centro Hospitalar e Universitário de Coimbra, Portugal
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Simon Ducharme
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
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15
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Fenu G, Oppo V, Serra G, Lorefice L, Di Sfefano F, Deagostini D, Mancosu C, Fadda E, Melis C, Siotto P, Cocco E, Melis M, Cossu G. Relationship between CSF tau biomarkers and structural brain MRI measures in frontotemporal lobar degeneration. J Neurol Sci 2022; 442:120415. [PMID: 36115219 DOI: 10.1016/j.jns.2022.120415] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 08/08/2022] [Accepted: 09/05/2022] [Indexed: 10/31/2022]
Abstract
BACKGROUND Recently in the field neurodegenerative diseases increasing attention has been pointed to CSF biomarkers and their integration with neuroimaging (1). Frontotemporal lobar degeneration (FTLD) refers to a heterogeneous group of clinical syndromes with different underlying proteinopathies including tau pathology. CSF biomarkers have been proposed as diagnostic and prognostic factors. Aim of our study was to evaluate the relationship between CSF tau biomarkers and structural MRI brain measures in FTLD. METHODS We included early FTLD patient. All included patients underwent lumbar puncture to evaluate amyloid, total-tau (t-tau), phospho-tau 181 (p-tau); p-tau/t-tau ratio was also calculated; brain MRI was performed to estimate whole brain volume, volume of principal deep grey matter structures and regional cortical thickness. RESULTS Demographic characteristics of the 28 included patients were as follows: female/male: 9/19; mean ± SD age: 68.1 ± 7.8 years. The p-tau/t-tau ratio was significantly correlated with whole brain volume (r = 0.69; p: 0.001), left putamen volume (r = 0.55 p: 0.009), left pallidum volume (r = 0.41; p: 0.01), right accumbens area (r = 0.47; p: 0.02). P-tau/t tau ratio showed also a significant correlation with cortical thickness of left temporal lobe (r = 0.74; p: 0.001) and right lateral orbital frontal cortex (r = 0.45; p: 0.03). Linear regression showed a significant relationship between p-tau/t-tau ratio and left temporal pole (p = 0.01; r2: 0.60) and brain volume (p:0.002; r2: 0.56) after controlling for age and gender. CONCLUSIONS Our data suggest that CSF biomarkers, especially p-tau/t-tau ratio, could play a role as prognostic factor in FTLD. Further longitudinal investigations are needed to confirm these findings.
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Affiliation(s)
- Giuseppe Fenu
- Department of Neuroscience, ARNAS Brotzu, Cagliari, Italy.
| | - Valentina Oppo
- Department of Neuroscience, ARNAS Brotzu, Cagliari, Italy
| | - Giulia Serra
- Department of Neuroscience, ARNAS Brotzu, Cagliari, Italy
| | - Lorena Lorefice
- Multiple Sclerosis Centre, University of Cagliari, Cagliari, Italy
| | | | | | - Cristina Mancosu
- Multiple Sclerosis Centre, University of Cagliari, Cagliari, Italy
| | - Elisabetta Fadda
- Multiple Sclerosis Centre, University of Cagliari, Cagliari, Italy
| | - Cristina Melis
- Multiple Sclerosis Centre, University of Cagliari, Cagliari, Italy
| | | | - Eleonora Cocco
- Multiple Sclerosis Centre, University of Cagliari, Cagliari, Italy
| | - Maurizio Melis
- Department of Neuroscience, ARNAS Brotzu, Cagliari, Italy
| | - Giovanni Cossu
- Department of Neuroscience, ARNAS Brotzu, Cagliari, Italy
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16
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McKenna MC, Lope J, Tan EL, Bede P. Pre-symptomatic radiological changes in frontotemporal dementia: propagation characteristics, predictive value and implications for clinical trials. Brain Imaging Behav 2022; 16:2755-2767. [PMID: 35920960 DOI: 10.1007/s11682-022-00711-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/19/2022] [Indexed: 11/25/2022]
Abstract
Computational imaging and quantitative biomarkers offer invaluable insights in the pre-symptomatic phase of neurodegenerative conditions several years before clinical manifestation. In recent years, there has been a focused effort to characterize pre-symptomatic cerebral changes in familial frontotemporal dementias using computational imaging. Accordingly, a systematic literature review was conducted of original articles investigating pre-symptomatic imaging changes in frontotemporal dementia focusing on study design, imaging modalities, data interpretation, control cohorts and key findings. The review is limited to the most common genotypes: chromosome 9 open reading frame 72 (C9orf72), progranulin (GRN), or microtubule-associated protein tau (MAPT) genotypes. Sixty-eight studies were identified with a median sample size of 15 (3-141) per genotype. Only a minority of studies were longitudinal (28%; 19/68) with a median follow-up of 2 (1-8) years. MRI (97%; 66/68) was the most common imaging modality, and primarily grey matter analyses were conducted (75%; 19/68). Some studies used multimodal analyses 44% (30/68). Genotype-associated imaging signatures are presented, innovative study designs are highlighted, common methodological shortcomings are discussed and lessons for future studies are outlined. Emerging academic observations have potential clinical implications for expediting the diagnosis, tracking disease progression and optimising the timing of pharmaceutical trials.
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Affiliation(s)
- Mary Clare McKenna
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Ireland.,Department of Neurology, St James's Hospital, Dublin, Ireland
| | - Jasmin Lope
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Ireland
| | - Ee Ling Tan
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Ireland
| | - Peter Bede
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Ireland. .,Department of Neurology, St James's Hospital, Dublin, Ireland.
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Toller G, Cobigo Y, Ljubenkov PA, Appleby BS, Dickerson BC, Domoto-Reilly K, Fong JC, Forsberg LK, Gavrilova RH, Ghoshal N, Heuer HW, Knopman DS, Kornak J, Lapid MI, Litvan I, Lucente DE, Mackenzie IR, McGinnis SM, Miller BL, Pedraza O, Rojas JC, Staffaroni AM, Wong B, Wszolek ZK, Boeve BF, Boxer AL, Rosen HJ, Rankin KP. Sensitivity of the Social Behavior Observer Checklist to Early Symptoms of Patients With Frontotemporal Dementia. Neurology 2022; 99:e488-e499. [PMID: 35584922 PMCID: PMC9421596 DOI: 10.1212/wnl.0000000000200582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 03/08/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Changes in social behavior are common symptoms of frontotemporal lobar degeneration (FTLD) and Alzheimer disease syndromes. For early identification of individual patients and differential diagnosis, sensitive clinical measures are required that are able to assess patterns of behaviors and detect syndromic differences in both asymptomatic and symptomatic stages. We investigated whether the examiner-based Social Behavior Observer Checklist (SBOCL) is sensitive to early behavior changes and reflects disease severity within and between neurodegenerative syndromes. METHODS Asymptomatic individuals and patients with neurodegenerative disease were selected from the multisite ALLFTD cohort study. In a sample of participants with at least 1 time point of SBOCL data, we investigated whether the Disorganized, Reactive, and Insensitive subscales of the SBOCL change as a function of disease stage within and between these syndromes. In a longitudinal subsample with both SBOCL and neuroimaging data, we examined whether change over time on each subscale corresponds to progressive gray matter atrophy. RESULTS A total of 1,082 FTLD pathogenic variant carriers and noncarriers were enrolled (282 asymptomatic, 341 behavioral variant frontotemporal dementia, 114 semantic and 95 nonfluent variant primary progressive aphasia, 137 progressive supranuclear palsy, and 113 Alzheimer disease syndrome). The Disorganized score increased between asymptomatic to very mild (p = 0.016, estimate = -1.10, 95% CI = -1.99 to -0.22), very mild to mild (p = 0.013, estimate = -1.17, 95% CI = -2.08 to -0.26), and mild to moderate/severe (p < 0.001, estimate = -2.00, 95% CI = -2.55 to -1.45) disease stages in behavioral variant frontotemporal dementia regardless of pathogenic variant status. Asymptomatic GRN pathogenic gene variant carriers showed more reactive behaviors (preoccupation with time: p = 0.001, estimate = 1.11, 95% CI = 1.06 to 1.16; self-consciousness: p = 0.003, estimate = 1.77, 95% CI = 1.52 to 2.01) than asymptomatic noncarriers (estimate = 1.01, 95% CI = 0.98 to 1.03; estimate = 1.31, 95% CI = 1.20 to 1.41). The Insensitive score increased to a clinically abnormal level in advanced stages of behavioral variant frontotemporal dementia (p = 0.003, estimate = -0.73, 95% CI = -1.18 to -0.29). Higher scores on each subscale corresponded with higher caregiver burden (p < 0.001). Greater change over time corresponded to greater fronto-subcortical atrophy in the semantic-appraisal and fronto-parietal intrinsically connected networks. DISCUSSION The SBOCL is sensitive to early symptoms and reflects disease severity, with some evidence for progression across asymptomatic and symptomatic stages of FTLD syndromes; thus, it may hold promise for early measurement and monitoring of behavioral symptoms in clinical practice and treatment trials. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that the SBOCL is sensitive to early behavioral changes in FTLD pathogenic variants and early symptomatic individuals in a highly educated patient cohort.
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Affiliation(s)
- Gianina Toller
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL.
| | - Yann Cobigo
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Peter A Ljubenkov
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Brian S Appleby
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Bradford C Dickerson
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Kimiko Domoto-Reilly
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Jamie C Fong
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Leah K Forsberg
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Ralitza H Gavrilova
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Nupur Ghoshal
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Hilary W Heuer
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - David S Knopman
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - John Kornak
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Maria I Lapid
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Irene Litvan
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Diane E Lucente
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Ian R Mackenzie
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Scott M McGinnis
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Bruce L Miller
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Otto Pedraza
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Julio C Rojas
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Adam M Staffaroni
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Bonnie Wong
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Zbigniew K Wszolek
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Brad F Boeve
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Adam L Boxer
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Howard J Rosen
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
| | - Katherine P Rankin
- From the Department of Neurology (G.T., Y.C., P.A.L., J.C.F., H.W.H., B.L.M., J.C.R., A.M.S., A.L.B., H.J.R., K.P.R.), Memory and Aging Center, University of California, San Francisco; Department of Neurology (B.S.A.), Case Western Reserve University, Cleveland, OH; Frontotemporal Disorders Unit (B.C.D., D.E.L., S.M.M., B.W.), Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (K.D.-R.), University of Washington, Seattle; Department of Neurology (L.K.F., R.H.G., D.S.K., B.F.B.), Mayo Clinic, Rochester, MN; Department of Neurology (N.G.), Washington University, St. Louis, MO; Department of Epidemiology and Biostatistics (J.K.), University of California, San Francisco; Department of Psychiatry and Psychology (M.I.L.), Mayo Clinic, Rochester, MN; Department of Neurology (I.L.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Pathology and Laboratory Medicine (I.R.M.), University of British Columbia, Vancouver, Canada; Departments of Psychiatry and Psychology (O.P.), and Neurology (Z.K.W.), Mayo Clinic, Jacksonville, FL
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18
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Poos JM, MacDougall A, van den Berg E, Jiskoot LC, Papma JM, van der Ende EL, Seelaar H, Russell LL, Peakman G, Convery R, Pijnenburg YAL, Moreno F, Sanchez-Valle R, Borroni B, Laforce R, Doré MC, Masellis M, Tartaglia MC, Graff C, Galimberti D, Rowe JB, Finger E, Synofzik M, Vandenberghe R, Mendonça A, Tiraboschi P, Santana I, Ducharme S, Butler C, Gerhard A, Levin J, Danek A, Otto M, Le Ber I, Pasquier F, van Swieten J, Rohrer JD. Longitudinal Cognitive Changes in Genetic Frontotemporal Dementia Within the GENFI Cohort. Neurology 2022; 99:e281-e295. [PMID: 35483895 PMCID: PMC9302936 DOI: 10.1212/wnl.0000000000200384] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 02/25/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Disease-modifying therapeutic trials for genetic frontotemporal dementia (FTD) are underway, but sensitive cognitive outcome measures are lacking. The aim of this study was to identify such cognitive tests in early stage FTD by investigating cognitive decline in a large cohort of genetic FTD pathogenic variant carriers and by investigating whether gene-specific differences are moderated by disease stage (asymptomatic, prodromal, and symptomatic). METHODS C9orf72, GRN, and MAPT pathogenic variant carriers as well as controls underwent a yearly neuropsychological assessment covering 8 cognitive domains as part of the Genetic FTD Initiative, a prospective multicenter cohort study. Pathogenic variant carriers were stratified according to disease stage using the global Clinical Dementia Rating (CDR) plus National Alzheimer's Coordinating Center (NACC) FTLD score (0, 0.5, or ≥1). Linear mixed-effects models were used to investigate differences between genetic groups and disease stages as well as the 3-way interaction between time, genetic group, and disease stage. RESULTS A total of 207 C9orf72, 206 GRN, and 86 MAPT pathogenic variant carriers and 255 controls were included. C9orf72 pathogenic variant carriers performed lower on attention, executive function, and verbal fluency from CDR plus NACC FTLD 0 onwards, with relatively minimal decline over time regardless of the CDR plus NACC FTLD score (i.e., disease progression). The cognitive profile in MAPT pathogenic variant carriers was characterized by lower memory performance at CDR plus NACC FTLD 0.5, with decline over time in language from the CDR plus NACC FTLD 0.5 stage onwards, and executive dysfunction rapidly developing at CDR plus NACC FTLD ≥1. GRN pathogenic variant carriers declined on verbal fluency and visuoconstruction in the CDR plus NACC FTLD 0.5 stage, with progressive decline in other cognitive domains starting at CDR plus NACC FTLD ≥1. DISCUSSION We confirmed cognitive decline in the asymptomatic and prodromal stage of genetic FTD. Specifically, tests for attention, executive function, language, and memory showed clear differences between genetic groups and controls at baseline, but the speed of change over time differed depending on genetic group and disease stage. This confirms the value of neuropsychological assessment in tracking clinical onset and progression and could inform clinical trials in selecting sensitive end points for measuring treatment effects as well as characterizing the best time window for starting treatment.
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Affiliation(s)
- Jackie M Poos
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Amy MacDougall
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Esther van den Berg
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Lize C Jiskoot
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Janne M Papma
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Emma L van der Ende
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Harro Seelaar
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Lucy L Russell
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Georgia Peakman
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Rhian Convery
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Yolande A L Pijnenburg
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Fermin Moreno
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Raquel Sanchez-Valle
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Barbara Borroni
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Robert Laforce
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Marie-Claire Doré
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Mario Masellis
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Maria Carmela Tartaglia
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Caroline Graff
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Daniela Galimberti
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - James B Rowe
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Elizabeth Finger
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Matthis Synofzik
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Rik Vandenberghe
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Alexandre Mendonça
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Pietro Tiraboschi
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Isabel Santana
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Simon Ducharme
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Christopher Butler
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Alexander Gerhard
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Johannes Levin
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Adrian Danek
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Markus Otto
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Isabelle Le Ber
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Florence Pasquier
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - John van Swieten
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Jonathan D Rohrer
- From the Department of Neurology (J.M. Poos, E.v.d.B., L.C.J., J.M. Papma, E.L.v.d.E., H.S., J.v.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Dementia Research Centre (J.M. Poos, L.C.J., L.L.R., G.P., R.C., J.D.R.), Department of Neurodegenerative Disease, UCL Institute of Neurology; Department of Medical Statistics (A.M.), London School of Hygiene and Tropical Medicine, UK; Department of Neurology (Y.A.L.P.), Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, the Netherlands; Cognitive Disorders Unit (F.M.), Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa; Alzheimer's Disease and Other Cognitive Disorders Unit (R.S.-V.), Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Spain; Centre for Neurodegenerative Disorders (B.B.), Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Italy; Clinique Interdisciplinaire de Mémoire (R.L., M.-C.D.), Département des Sciences Neurologiques, Université Laval, Québec; Sunnybrook Health Sciences Centre (M.M.), Sunnybrook Research Institute and Tanz Centre for Research in Neurodegenerative Diseases (M.C.T.), University of Toronto, Ontario, Canada; Department of Geriatric Medicine (C.G.), Karolinska University Hospital-Huddinge, Stockholm, Sweden; Centro Dino Ferrari (D.G.), University of Milan; Fondazione IRCCS Ca' Granda (D.G.), Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan, Italy; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, UK; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Department of Neurodegenerative Diseases (M.S.), Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen; German Center for Neurodegenerative Diseases (DZNE) (M.S.), Tübingen, Germany; Laboratory for Cognitive Neurology (R.V.), Department of Neurosciences, KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta (P.T.), Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Psychiatry (S.D.), McGill University Health Centre, McGill University, Montreal, Québec, Canada; Department of Clinical Neurology (C.B.), University of Oxford; Divison of Neuroscience & Experimental Psychology (A.G.), Faculty of Medicine, Biology and Health, University of Manchester, UK; Departments of Geriatric Medicine and Nuclear Medicine (A.G.), Essen University Hospital, Germany; Department of Neurology (J.L., A.D.), Ludwig-Maximilians-University, Munich; German Center for Neurodegenerative Diseases (DZNE) (J.L.), Munich; Munich Cluster for Systems Neurology (SyNergy) (J.L.); Department of Neurology (M.O.), University of Ulm, Germany; Sorbonne Université (I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, AP-HP-Hôpital Pitié-Salpêtrière; Centre de Référence des Démences Rares ou Précoces (I.L.B.), IM2A, Département de Neurologie, AP-HP-Hôpital Pitié-Salpêtrière; Univ Lille (F.P.); Inserm 1172 (F.P.); and CHU (F.P.), CNR-MAJ, Labex Distalz, LiCEND, Lille, France.
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Termine A, Fabrizio C, Caltagirone C, Petrosini L. A Reproducible Deep-Learning-Based Computer-Aided Diagnosis Tool for Frontotemporal Dementia Using MONAI and Clinica Frameworks. Life (Basel) 2022; 12:947. [PMID: 35888037 PMCID: PMC9323676 DOI: 10.3390/life12070947] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 06/16/2022] [Accepted: 06/21/2022] [Indexed: 12/16/2022] Open
Abstract
Despite Artificial Intelligence (AI) being a leading technology in biomedical research, real-life implementation of AI-based Computer-Aided Diagnosis (CAD) tools into the clinical setting is still remote due to unstandardized practices during development. However, few or no attempts have been made to propose a reproducible CAD development workflow for 3D MRI data. In this paper, we present the development of an easily reproducible and reliable CAD tool using the Clinica and MONAI frameworks that were developed to introduce standardized practices in medical imaging. A Deep Learning (DL) algorithm was trained to detect frontotemporal dementia (FTD) on data from the NIFD database to ensure reproducibility. The DL model yielded 0.80 accuracy (95% confidence intervals: 0.64, 0.91), 1 sensitivity, 0.6 specificity, 0.83 F1-score, and 0.86 AUC, achieving a comparable performance with other FTD classification approaches. Explainable AI methods were applied to understand AI behavior and to identify regions of the images where the DL model misbehaves. Attention maps highlighted that its decision was driven by hallmarking brain areas for FTD and helped us to understand how to improve FTD detection. The proposed standardized methodology could be useful for benchmark comparison in FTD classification. AI-based CAD tools should be developed with the goal of standardizing pipelines, as varying pre-processing and training methods, along with the absence of model behavior explanations, negatively impact regulators' attitudes towards CAD. The adoption of common best practices for neuroimaging data analysis is a step toward fast evaluation of efficacy and safety of CAD and may accelerate the adoption of AI products in the healthcare system.
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Affiliation(s)
- Andrea Termine
- Data Science Unit, IRCCS Santa Lucia Foundation, 00143 Rome, Italy; (A.T.); (C.F.)
| | - Carlo Fabrizio
- Data Science Unit, IRCCS Santa Lucia Foundation, 00143 Rome, Italy; (A.T.); (C.F.)
| | - Carlo Caltagirone
- Department of Clinical and Behavioral Neurology, IRCCS Santa Lucia Foundation, 00179 Rome, Italy;
| | - Laura Petrosini
- Experimental and Behavioral Neurophysiology, IRCCS Santa Lucia Foundation, 00143 Rome, Italy
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van der Ende EL, Bron EE, Poos JM, Jiskoot LC, Panman JL, Papma JM, Meeter LH, Dopper EGP, Wilke C, Synofzik M, Heller C, Swift IJ, Sogorb-Esteve A, Bouzigues A, Borroni B, Sanchez-Valle R, Moreno F, Graff C, Laforce R, Galimberti D, Masellis M, Tartaglia MC, Finger E, Vandenberghe R, Rowe JB, de Mendonça A, Tagliavini F, Santana I, Ducharme S, Butler CR, Gerhard A, Levin J, Danek A, Otto M, Pijnenburg YAL, Sorbi S, Zetterberg H, Niessen WJ, Rohrer JD, Klein S, van Swieten JC, Venkatraghavan V, Seelaar H. A data-driven disease progression model of fluid biomarkers in genetic frontotemporal dementia. Brain 2022; 145:1805-1817. [PMID: 34633446 PMCID: PMC9166533 DOI: 10.1093/brain/awab382] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 08/22/2021] [Accepted: 09/09/2021] [Indexed: 11/17/2022] Open
Abstract
Several CSF and blood biomarkers for genetic frontotemporal dementia have been proposed, including those reflecting neuroaxonal loss (neurofilament light chain and phosphorylated neurofilament heavy chain), synapse dysfunction [neuronal pentraxin 2 (NPTX2)], astrogliosis (glial fibrillary acidic protein) and complement activation (C1q, C3b). Determining the sequence in which biomarkers become abnormal over the course of disease could facilitate disease staging and help identify mutation carriers with prodromal or early-stage frontotemporal dementia, which is especially important as pharmaceutical trials emerge. We aimed to model the sequence of biomarker abnormalities in presymptomatic and symptomatic genetic frontotemporal dementia using cross-sectional data from the Genetic Frontotemporal dementia Initiative (GENFI), a longitudinal cohort study. Two-hundred and seventy-five presymptomatic and 127 symptomatic carriers of mutations in GRN, C9orf72 or MAPT, as well as 247 non-carriers, were selected from the GENFI cohort based on availability of one or more of the aforementioned biomarkers. Nine presymptomatic carriers developed symptoms within 18 months of sample collection ('converters'). Sequences of biomarker abnormalities were modelled for the entire group using discriminative event-based modelling (DEBM) and for each genetic subgroup using co-initialized DEBM. These models estimate probabilistic biomarker abnormalities in a data-driven way and do not rely on previous diagnostic information or biomarker cut-off points. Using cross-validation, subjects were subsequently assigned a disease stage based on their position along the disease progression timeline. CSF NPTX2 was the first biomarker to become abnormal, followed by blood and CSF neurofilament light chain, blood phosphorylated neurofilament heavy chain, blood glial fibrillary acidic protein and finally CSF C3b and C1q. Biomarker orderings did not differ significantly between genetic subgroups, but more uncertainty was noted in the C9orf72 and MAPT groups than for GRN. Estimated disease stages could distinguish symptomatic from presymptomatic carriers and non-carriers with areas under the curve of 0.84 (95% confidence interval 0.80-0.89) and 0.90 (0.86-0.94) respectively. The areas under the curve to distinguish converters from non-converting presymptomatic carriers was 0.85 (0.75-0.95). Our data-driven model of genetic frontotemporal dementia revealed that NPTX2 and neurofilament light chain are the earliest to change among the selected biomarkers. Further research should investigate their utility as candidate selection tools for pharmaceutical trials. The model's ability to accurately estimate individual disease stages could improve patient stratification and track the efficacy of therapeutic interventions.
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Affiliation(s)
- Emma L van der Ende
- Department of Neurology and Alzheimer Center, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Esther E Bron
- Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Jackie M Poos
- Department of Neurology and Alzheimer Center, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Lize C Jiskoot
- Department of Neurology and Alzheimer Center, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Jessica L Panman
- Department of Neurology and Alzheimer Center, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Janne M Papma
- Department of Neurology and Alzheimer Center, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Lieke H Meeter
- Department of Neurology and Alzheimer Center, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Elise G P Dopper
- Department of Neurology and Alzheimer Center, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Carlo Wilke
- German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, 72076 Tübingen, Germany
| | - Matthis Synofzik
- German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, 72076 Tübingen, Germany
| | - Carolin Heller
- UK Dementia Research Institute at University College London, UCL Institute of Neurology, Queen Square, WC1N 3BG London, UK
| | - Imogen J Swift
- UK Dementia Research Institute at University College London, UCL Institute of Neurology, Queen Square, WC1N 3BG London, UK
| | - Aitana Sogorb-Esteve
- UK Dementia Research Institute at University College London, UCL Institute of Neurology, Queen Square, WC1N 3BG London, UK
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, WC1N 3BG London, UK
| | - Arabella Bouzigues
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, WC1N 3BG London, UK
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, 25121 Brescia, Italy
| | - Raquel Sanchez-Valle
- Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clinic, IDIBAPS, University of Barcelona, 08036 Barcelona, Spain
| | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital, San Sebastian, 20014 Gipuzkoa, Spain
- Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain
| | - Caroline Graff
- Center for Alzheimer Research, Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Bioclinicum, Karolinska Institutet, 17176 Solna, Sweden
- Unit for Hereditary Dementias, Theme Aging, Karolinska University Hospital, 17176 Solna, Sweden
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, Université Laval, G1Z 1J4 Québec, Canada
| | - Daniela Galimberti
- Centro Dino Ferrari, University of Milan, 20122 Milan, Italy
- Neurodegenerative Diseases Unit, Fondazione IRCCS, Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, ON M4N 3M5 Toronto, Canada
| | - Maria Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, M5S 1A8 Toronto, Canada
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, ON N6A 3K7 London, Ontario, Canada
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, Leuven Brain Institute, KU Leuven, 3000 Leuven, Belgium
| | - James B Rowe
- Cambridge University Centre for Frontotemporal Dementia, University of Cambridge, CB2 0SZ Cambridge, UK
| | | | | | - Isabel Santana
- Center for Neuroscience and Cell Biology, Faculty of Medicine, University of Coimbra, 3004-504 Coimbra, Portugal
| | - Simon Ducharme
- McConnell Brain Imaging Centre, Montreal Neurological Institute and McGill University Health Centre, McGill University, 3801 Montreal, Québec, Canada
| | - Christopher R Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, OX3 9DU Oxford, UK
- Department of Brain Sciences, Imperial College London, SW7 2AZ London, UK
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, M20 3LJ Manchester, UK
- Department of Nuclear Medicine and Geriatric Medicine, University Hospital Essen, 45 147 Essen, Germany
| | - Johannes Levin
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität München, 81377 Munich, Germany
- German Center for Neurodegenerative Diseases, 81377 Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), 81377 Munich, Germany
| | - Adrian Danek
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität München, 81377 Munich, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, 89081 Ulm, Germany
| | - Yolande A L Pijnenburg
- Department of Neurology, Alzheimer Center, Location VU University Medical Center Amsterdam Neuroscience, Amsterdam University Medical Center, 1105 AZ Amsterdam, The Netherlands
| | - Sandro Sorbi
- Department of Neurofarba, University of Florence, 50139 Florence, Italy
| | - Henrik Zetterberg
- UK Dementia Research Institute at University College London, UCL Institute of Neurology, Queen Square, WC1N 3BG London, UK
- Department of Psychiatry and Neurochemistry, Sahlgrenska Academy at the University of Gothenburg, 405 30 Mölndal, Sweden
| | - Wiro J Niessen
- Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Jonathan D Rohrer
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, WC1N 3BG London, UK
| | - Stefan Klein
- Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - John C van Swieten
- Department of Neurology and Alzheimer Center, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Vikram Venkatraghavan
- Department of Radiology and Nuclear Medicine, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Harro Seelaar
- Department of Neurology and Alzheimer Center, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
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21
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Heikkinen S, Cajanus A, Katisko K, Hartikainen P, Vanninen R, Haapasalo A, Krüger J, Remes AM, Solje E. Brainstem atrophy is linked to extrapyramidal symptoms in frontotemporal dementia. J Neurol 2022; 269:4488-4497. [PMID: 35377014 PMCID: PMC9294011 DOI: 10.1007/s00415-022-11095-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 03/17/2022] [Accepted: 03/20/2022] [Indexed: 11/26/2022]
Abstract
AbstractExtrapyramidal (EP) symptoms are a known feature in a subpopulation of patients with behavioral variant frontotemporal dementia (bvFTD). Concomitant EP symptoms with FTD-like neuropsychiatric symptoms are also core features in progressive supranuclear palsy (PSP) and corticobasal degeneration (CBD). This complicates the early diagnosis of these disorders. Our retrospective register study aimed to discover imaging (MRI and FDG-PET) biomarkers to differentiate PSP, CBD, and bvFTD patients with extrapyramidal symptoms (EP +) from bvFTD patients without EP symptoms (EP-). The records of 2751 patients were screened for the diagnoses and presence of EP symptoms. A total of 222 patients were submitted to imaging analysis and applicable imaging data were recovered from 139 patients. Neuroimaging data were analyzed using Freesurfer software. In the whole cohort, EP + patients showed lower volumes of gray matter compared to EP- patients in the putamen (p = 0.002), bilateral globus pallidum (p = 0.002, p = 0.042), ventral diencephalon (p = 0.002) and brain stem (p < 0.001). In the bvFTD subgroup, there was volumetric difference between EP + and EP− patients in the brain stem. FDG-PET scans in the bvFTD patient subgroup showed that EP + patients had comparative hypometabolism of the superior cerebellar peduncle (SCP) and the frontal lobes. We discovered that EP symptoms are linked to brainstem atrophy in bvFTD patients and the whole cohort. Also, evident hypometabolism in the SCP of bvFTD EP + patients was detected as compared to bvFTD EP− patients. This could indicate that the EP symptoms in these diseases have a more caudal origin in the brainstem than in Parkinson’s disease.
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Affiliation(s)
- Sami Heikkinen
- Institute of Clinical Medicine - Neurology, University of Eastern Finland, P.O. Box 1627 (Yliopistonranta 1C), 70211, Kuopio, Finland
| | - Antti Cajanus
- Institute of Clinical Medicine - Neurology, University of Eastern Finland, P.O. Box 1627 (Yliopistonranta 1C), 70211, Kuopio, Finland
| | - Kasper Katisko
- Institute of Clinical Medicine - Neurology, University of Eastern Finland, P.O. Box 1627 (Yliopistonranta 1C), 70211, Kuopio, Finland
| | | | - Ritva Vanninen
- Department of Radiology, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine - Radiology, University of Eastern Finland, Kuopio, Finland
| | - Annakaisa Haapasalo
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Johanna Krüger
- Research Unit of Clinical Neuroscience, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
| | - Anne M Remes
- Research Unit of Clinical Neuroscience, Neurology, University of Oulu, Oulu, Finland
- MRC, Oulu University Hospital, Oulu, Finland
| | - Eino Solje
- Institute of Clinical Medicine - Neurology, University of Eastern Finland, P.O. Box 1627 (Yliopistonranta 1C), 70211, Kuopio, Finland.
- Neuro Center, Kuopio University Hospital, Kuopio, Finland.
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22
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McKenna MC, Murad A, Huynh W, Lope J, Bede P. The changing landscape of neuroimaging in frontotemporal lobar degeneration: from group-level observations to single-subject data interpretation. Expert Rev Neurother 2022; 22:179-207. [PMID: 35227146 DOI: 10.1080/14737175.2022.2048648] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION While the imaging signatures of frontotemporal lobar degeneration (FTLD) phenotypes and genotypes are well-characterised based on group-level descriptive analyses, the meaningful interpretation of single MRI scans remains challenging. Single-subject MRI classification frameworks rely on complex computational models and large training datasets to categorise individual patients into diagnostic subgroups based on distinguishing imaging features. Reliable individual subject data interpretation is hugely important in the clinical setting to expedite the diagnosis and classify individuals into relevant prognostic categories. AREAS COVERED This article reviews (1) the neuroimaging studies that propose single-subject MRI classification strategies in symptomatic and pre-symptomatic FTLD, (2) potential practical implications and (3) the limitations of current single-subject data interpretation models. EXPERT OPINION Classification studies in FTLD have demonstrated the feasibility of categorising individual subjects into diagnostic groups based on multiparametric imaging data. Preliminary data indicate that pre-symptomatic FTLD mutation carriers may also be reliably distinguished from controls. Despite momentous advances in the field, significant further improvements are needed before these models can be developed into viable clinical applications.
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Affiliation(s)
| | - Aizuri Murad
- Computational Neuroimaging Group, Trinity College Dublin, Ireland
| | - William Huynh
- Brain and Mind Centre, University of Sydney, Australia
| | - Jasmin Lope
- Computational Neuroimaging Group, Trinity College Dublin, Ireland
| | - Peter Bede
- Computational Neuroimaging Group, Trinity College Dublin, Ireland.,Pitié-Salpêtrière University Hospital, Sorbonne University, France
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23
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McCarthy J, Borroni B, Sanchez‐Valle R, Moreno F, Laforce R, Graff C, Synofzik M, Galimberti D, Rowe JB, Masellis M, Tartaglia MC, Finger E, Vandenberghe R, de Mendonça A, Tagliavini F, Santana I, Butler C, Gerhard A, Danek A, Levin J, Otto M, Frisoni G, Ghidoni R, Sorbi S, Jiskoot LC, Seelaar H, van Swieten JC, Rohrer JD, Iturria‐Medina Y, Ducharme S. Data-driven staging of genetic frontotemporal dementia using multi-modal MRI. Hum Brain Mapp 2022; 43:1821-1835. [PMID: 35118777 PMCID: PMC8933323 DOI: 10.1002/hbm.25727] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 11/02/2021] [Accepted: 11/11/2021] [Indexed: 12/01/2022] Open
Abstract
Frontotemporal dementia in genetic forms is highly heterogeneous and begins many years to prior symptom onset, complicating disease understanding and treatment development. Unifying methods to stage the disease during both the presymptomatic and symptomatic phases are needed for the development of clinical trials outcomes. Here we used the contrastive trajectory inference (cTI), an unsupervised machine learning algorithm that analyzes temporal patterns in high‐dimensional large‐scale population datasets to obtain individual scores of disease stage. We used cross‐sectional MRI data (gray matter density, T1/T2 ratio as a proxy for myelin content, resting‐state functional amplitude, gray matter fractional anisotropy, and mean diffusivity) from 383 gene carriers (269 presymptomatic and 115 symptomatic) and a control group of 253 noncarriers in the Genetic Frontotemporal Dementia Initiative. We compared the cTI‐obtained disease scores to the estimated years to onset (age—mean age of onset in relatives), clinical, and neuropsychological test scores. The cTI based disease scores were correlated with all clinical and neuropsychological tests (measuring behavioral symptoms, attention, memory, language, and executive functions), with the highest contribution coming from mean diffusivity. Mean cTI scores were higher in the presymptomatic carriers than controls, indicating that the method may capture subtle pre‐dementia cerebral changes, although this change was not replicated in a subset of subjects with complete data. This study provides a proof of concept that cTI can identify data‐driven disease stages in a heterogeneous sample combining different mutations and disease stages of genetic FTD using only MRI metrics.
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Affiliation(s)
- Jillian McCarthy
- McConnell Brain Imaging Centre, Montreal Neurological InstituteMcGill UniversityMontrealQuebecCanada
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental SciencesUniversity of BresciaBresciaItaly
| | - Raquel Sanchez‐Valle
- Alzheimer's disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I SunyerUniversity of BarcelonaBarcelonaSpain
| | - Fermin Moreno
- Cognitive Disorders Unit, Department of NeurologyDonostia University HospitalSan SebastianGipuzkoaSpain
- Neuroscience AreaBiodonostia Health Research InstituteSan SebastianGipuzkoaSpain
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, and Faculté de MédecineUniversité LavalQuebecQuebecCanada
| | - Caroline Graff
- Department of Geriatric MedicineKarolinska University Hospital‐HuddingeStockholmSweden
- Unit for Hereditary DementiasTheme Aging, Karolinska University HospitalSolnaSweden
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie‐Institute for Clinical Brain Research and Center of NeurologyUniversity of TübingenTübingenGermany
- Center for Neurodegenerative Diseases (DZNE)TübingenGermany
| | - Daniela Galimberti
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore PoliclinicoNeurodegenerative Diseases UnitMilanItaly
- Department of Biomedical, Surgical, and Dental SciencesUniversity of Milan, Dino Ferrari CenterMilanItaly
| | - James B. Rowe
- University of Cambridge Department of Clinical NeurosciencesCambridge University Hospitals NHS Trust, and RC Cognition and Brain Sciences UnitCambridgeUK
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research InstituteUniversity of TorontoTorontoOntarioCanada
| | - Maria Carmela Tartaglia
- Toronto Western HospitalTanz Centre for Research in Neurodegenerative DiseaseTorontoOntarioCanada
| | - Elizabeth Finger
- Department of Clinical Neurological SciencesUniversity of Western OntarioLondonOntarioCanada
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of NeurosciencesKU LeuvenLeuvenBelgium
- Neurology ServiceUniversity Hospitals LeuvenBelgium
- Leuven Brain InstituteKU LeuvenLeuvenBelgium
| | | | - Fabrizio Tagliavini
- Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo BestaMilanItaly
| | - Isabel Santana
- Neurology DepartmentCentro Hospitalar e Universitário de CoimbraCoimbraPortugal
- Center for Neuroscience and Cell Biology, Faculty of MedicineUniversity of CoimbraCoimbraPortugal
| | - Chris Butler
- Department of Clinical NeurologyUniversity of OxfordOxfordUK
- Department of Brain SciencesImperial College LondonUK
| | - Alex Gerhard
- Division of Neuroscience & Experimental Psychology, Faculty of Medicine, Biology, and HealthUniversity of ManchesterManchesterUK
- Departments of Geriatric Medicine and Nuclear MedicineEssen University HospitalEssenGermany
| | - Adrian Danek
- Ludwig‐Maximilians‐Universität MünchenMunichGermany
| | - Johannes Levin
- Ludwig‐Maximilians‐Universität MünchenMunichGermany
- German Center for Neurodegenerative Diseases (DZNE)MunichGermany
- Munich Cluster of Systems Neurology (SyNergy)MunichGermany
| | - Markus Otto
- Department of NeurologyUniversity Hospital UlmUlmGermany
| | - Giovanni Frisoni
- LANE ‐ Laboratory of Alzheimer's Neuroimaging and EpidemiologyIRCCS Istituto Centro San Giovanni di Dio FatebenefratelliBresciaItaly
- Memory Clinic and LANVIE‐Laboratory of Neuroimaging of AgingUniversity Hospitals and University of GenevaGenevaSwitzerland
| | - Roberta Ghidoni
- Molecular Markers LaboratoryIRCCS Istituto Centro San Giovanni di Dio FatebenefratelliBresciaItaly
| | - Sandro Sorbi
- Department of NeurofarbaUniversity of FlorenceItaly
- IRCCS Fondazione Don Carlo GnocchiFlorenceItaly
| | - Lize C. Jiskoot
- Department of NeurologyErasmus University Medical CentreRotterdamNetherlands
| | - Harro Seelaar
- Department of NeurologyErasmus University Medical CentreRotterdamNetherlands
| | - John C. van Swieten
- Department of NeurologyErasmus University Medical CentreRotterdamNetherlands
| | - Jonathan D. Rohrer
- Department of Neurodegenerative Disease, Dementia Research CentreUCL Institute of NeurologyLondonUK
| | - Yasser Iturria‐Medina
- McConnell Brain Imaging Centre, Montreal Neurological InstituteMcGill UniversityMontrealQuebecCanada
- Neurology and Neurosurgery Department, Montreal Neurological InstituteMcGill UniversityMontrealQuebecCanada
- Ludmer Centre for Neuroinformatics & Mental HealthMcGill UniversityMontrealCanada
| | - Simon Ducharme
- McConnell Brain Imaging Centre, Montreal Neurological InstituteMcGill UniversityMontrealQuebecCanada
- Douglas Mental Health University Institute, Department of PsychiatryMcGill UniversityMontrealCanada
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24
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McKenna MC, Tahedl M, Murad A, Lope J, Hardiman O, Hutchinson S, Bede P. White matter microstructure alterations in frontotemporal dementia: Phenotype-associated signatures and single-subject interpretation. Brain Behav 2022; 12:e2500. [PMID: 35072974 PMCID: PMC8865163 DOI: 10.1002/brb3.2500] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/22/2021] [Accepted: 01/01/2022] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Frontotemporal dementias (FTD) include a genetically heterogeneous group of conditions with distinctive molecular, radiological and clinical features. The majority of radiology studies in FTD compare FTD subgroups to healthy controls to describe phenotype- or genotype-associated imaging signatures. While the characterization of group-specific imaging traits is academically important, the priority of clinical imaging is the meaningful interpretation of individual datasets. METHODS To demonstrate the feasibility of single-subject magnetic resonance imaging (MRI) interpretation, we have evaluated the white matter profile of 60 patients across the clinical spectrum of FTD. A z-score-based approach was implemented, where the diffusivity metrics of individual patients were appraised with reference to demographically matched healthy controls. Fifty white matter tracts were systematically evaluated in each subject with reference to normative data. RESULTS The z-score-based approach successfully detected white matter pathology in single subjects, and group-level inferences were analogous to the outputs of standard track-based spatial statistics. CONCLUSIONS Our findings suggest that it is possible to meaningfully evaluate the diffusion profile of single FTD patients if large normative datasets are available. In contrast to the visual review of FLAIR and T2-weighted images, computational imaging offers objective, quantitative insights into white matter integrity changes even at single-subject level.
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Affiliation(s)
- Mary Clare McKenna
- Computational Neuroimaging Group, Trinity College Dublin, Dublin, Ireland
| | - Marlene Tahedl
- Computational Neuroimaging Group, Trinity College Dublin, Dublin, Ireland
| | - Aizuri Murad
- Computational Neuroimaging Group, Trinity College Dublin, Dublin, Ireland
| | - Jasmin Lope
- Computational Neuroimaging Group, Trinity College Dublin, Dublin, Ireland
| | - Orla Hardiman
- Computational Neuroimaging Group, Trinity College Dublin, Dublin, Ireland
| | | | - Peter Bede
- Computational Neuroimaging Group, Trinity College Dublin, Dublin, Ireland.,Department of Neurology, St James's Hospital, Dublin, Ireland
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25
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Ni R. Magnetic Resonance Imaging in Tauopathy Animal Models. Front Aging Neurosci 2022; 13:791679. [PMID: 35145392 PMCID: PMC8821905 DOI: 10.3389/fnagi.2021.791679] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 12/27/2021] [Indexed: 11/13/2022] Open
Abstract
The microtubule-associated protein tau plays an important role in tauopathic diseases such as Alzheimer's disease and primary tauopathies such as progressive supranuclear palsy and corticobasal degeneration. Tauopathy animal models, such as transgenic, knock-in mouse and rat models, recapitulating tauopathy have facilitated the understanding of disease mechanisms. Aberrant accumulation of hyperphosphorylated tau contributes to synaptic deficits, neuroinflammation, and neurodegeneration, leading to cognitive impairment in animal models. Recent advances in molecular imaging using positron emission tomography (PET) and magnetic resonance imaging (MRI) have provided valuable insights into the time course of disease pathophysiology in tauopathy animal models. High-field MRI has been applied for in vivo imaging in animal models of tauopathy, including diffusion tensor imaging for white matter integrity, arterial spin labeling for cerebral blood flow, resting-state functional MRI for functional connectivity, volumetric MRI for neurodegeneration, and MR spectroscopy. In addition, MR contrast agents for non-invasive imaging of tau have been developed recently. Many preclinical MRI indicators offer excellent translational value and provide a blueprint for clinical MRI in the brains of patients with tauopathies. In this review, we summarized the recent advances in using MRI to visualize the pathophysiology of tauopathy in small animals. We discussed the outstanding challenges in brain imaging using MRI in small animals and propose a future outlook for visualizing tau-related alterations in the brains of animal models.
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Affiliation(s)
- Ruiqing Ni
- Institute for Biomedical Engineering, ETH Zurich and University of Zurich, Zurich, Switzerland
- Institute for Regenerative Medicine, University of Zurich, Zurich, Switzerland
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26
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Poos JM, Moore KM, Nicholas J, Russell LL, Peakman G, Convery RS, Jiskoot LC, van der Ende E, van den Berg E, Papma JM, Seelaar H, Pijnenburg YAL, Moreno F, Sanchez-Valle R, Borroni B, Laforce R, Masellis M, Tartaglia C, Graff C, Galimberti D, Rowe JB, Finger E, Synofzik M, Vandenberghe R, de Mendonça A, Tiraboschi P, Santana I, Ducharme S, Butler C, Gerhard A, Levin J, Danek A, Otto M, Le Ber I, Pasquier F, van Swieten JC, Rohrer JD. Cognitive composites for genetic frontotemporal dementia: GENFI-Cog. Alzheimers Res Ther 2022; 14:10. [PMID: 35045872 PMCID: PMC8772227 DOI: 10.1186/s13195-022-00958-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 12/28/2021] [Indexed: 11/18/2022]
Abstract
Background Clinical endpoints for upcoming therapeutic trials in frontotemporal dementia (FTD) are increasingly urgent. Cognitive composite scores are often used as endpoints but are lacking in genetic FTD. We aimed to create cognitive composite scores for genetic frontotemporal dementia (FTD) as well as recommendations for recruitment and duration in clinical trial design. Methods A standardized neuropsychological test battery covering six cognitive domains was completed by 69 C9orf72, 41 GRN, and 28 MAPT mutation carriers with CDR® plus NACC-FTLD ≥ 0.5 and 275 controls. Logistic regression was used to identify the combination of tests that distinguished best between each mutation carrier group and controls. The composite scores were calculated from the weighted averages of test scores in the models based on the regression coefficients. Sample size estimates were calculated for individual cognitive tests and composites in a theoretical trial aimed at preventing progression from a prodromal stage (CDR® plus NACC-FTLD 0.5) to a fully symptomatic stage (CDR® plus NACC-FTLD ≥ 1). Time-to-event analysis was performed to determine how quickly mutation carriers progressed from CDR® plus NACC-FTLD = 0.5 to ≥ 1 (and therefore how long a trial would need to be). Results The results from the logistic regression analyses resulted in different composite scores for each mutation carrier group (i.e. C9orf72, GRN, and MAPT). The estimated sample size to detect a treatment effect was lower for composite scores than for most individual tests. A Kaplan-Meier curve showed that after 3 years, ~ 50% of individuals had converted from CDR® plus NACC-FTLD 0.5 to ≥ 1, which means that the estimated effect size needs to be halved in sample size calculations as only half of the mutation carriers would be expected to progress from CDR® plus NACC FTLD 0.5 to ≥ 1 without treatment over that time period. Discussion We created gene-specific cognitive composite scores for C9orf72, GRN, and MAPT mutation carriers, which resulted in substantially lower estimated sample sizes to detect a treatment effect than the individual cognitive tests. The GENFI-Cog composites have potential as cognitive endpoints for upcoming clinical trials. The results from this study provide recommendations for estimating sample size and trial duration. Supplementary Information The online version contains supplementary material available at 10.1186/s13195-022-00958-0.
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Affiliation(s)
- Jackie M Poos
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.,Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Katrina M Moore
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Jennifer Nicholas
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Lucy L Russell
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Georgia Peakman
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Rhian S Convery
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Lize C Jiskoot
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.,Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Emma van der Ende
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Esther van den Berg
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Janne M Papma
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Harro Seelaar
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Yolande A L Pijnenburg
- Department of Neurology, Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa, Spain
| | - Raquel Sanchez-Valle
- Alzheimer's disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona, Spain
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, Université Laval, Québec, Canada
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | - Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Canada
| | - Caroline Graff
- Department of Geriatric Medicine, Karolinska University Hospital-Huddinge, Stockholm, Sweden
| | - Daniela Galimberti
- University of Milan, Centro Dino Ferrari, Milan, Italy.,Neurodegenerative Diseases Unit, Fondazione IRCCS Ca' Granda, Ospedale Policlinico, Milan, Italy
| | - James B Rowe
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, Ontario, Canada
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | | | - Pietro Tiraboschi
- Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta, Milan, Italy
| | - Isabel Santana
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Simon Ducharme
- Department of Psychiatry, McGill University Health Centre, McGill University, Montreal, Québec, Canada
| | - Chris Butler
- Department of Clinical Neurology, University of Oxford, Oxford, UK
| | - Alexander Gerhard
- Faculty of Medical and Human Sciences, Institute of Brain, Behaviour and Mental Health, University of Manchester, Manchester, UK
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-University, Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Adrian Danek
- Department of Neurology, Ludwig-Maximilians-University, Munich, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Isabel Le Ber
- Paris Brain Institute - Institut du Cerveau - ICM, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière, Sorbonne Université, Paris, France.,Centre de référence des démences rares ou précoces, IM2A, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France.,Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
| | - Florence Pasquier
- University of Lille, Lille, France.,Inserm 1172, Lille, France.,CHU, CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - John C van Swieten
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK.
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Ssali T, Anazodo UC, Narciso L, Liu L, Jesso S, Richardson L, Günther M, Konstandin S, Eickel K, Prato F, Finger E, St Lawrence K. Sensitivity of arterial Spin labeling for characterization of longitudinal perfusion changes in Frontotemporal dementia and related disorders. NEUROIMAGE-CLINICAL 2021; 35:102853. [PMID: 34697009 PMCID: PMC9421452 DOI: 10.1016/j.nicl.2021.102853] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 09/24/2021] [Accepted: 10/04/2021] [Indexed: 11/28/2022]
Abstract
This study demonstrates the value of ASL for longitudinal monitoring of perfusion in FTD patients. Good agreement was found in repeat measures of CBF in patients and controls. Transit times were not a significant source of error for the selected post labeling delay (2 s).
Background Advances in the understanding of the pathophysiology of frontotemporal dementia (FTD) and related disorders, along with the development of novel candidate disease modifying treatments, have stimulated the need for tools to assess the efficacy of new therapies. While perfusion imaging by arterial spin labeling (ASL) is an attractive approach for longitudinal imaging biomarkers of neurodegeneration, sources of variability between sessions including arterial transit times (ATT) and fluctuations in resting perfusion can reduce its sensitivity. Establishing the magnitude of perfusion changes that can be reliably detected is necessary to delineate longitudinal perfusion changes related to disease processes from the effects of these sources of error. Purpose To assess the feasibility of ASL for longitudinal monitoring of patients with FTD by quantifying between-session variability of perfusion on a voxel-by-voxel basis. Methods and materials ASL data were collected in 13 healthy controls and 8 patients with FTD or progressive supra-nuclear palsy. Variability in cerebral blood flow (CBF) by single delay pseudo-continuous ASL (SD-pCASL) acquired one month apart were quantified by the coefficient of variation (CV) and intraclass correlation coefficient (ICC). Additionally, CBF by SD-pCASL and ATT by low-resolution multiple inversion time ASL (LowRes-pCASL) were compared to Hadamard encoded sequences which are able to simultaneously measure CBF and ATT with improved time-efficiency. Results Agreement of grey-matter perfusion between sessions was found for both patients and controls (CV = 10.8% and 8.3% respectively) with good reliability for both groups (ICC > 0.6). Intensity normalization to remove day-to-day fluctuations in resting perfusion reduced the CV by 28%. Less than 5% of voxels had ATTs above the chosen post labelling delay (2 s), indicating that the ATT was not a significant source of error. Hadamard-encoded perfusion imaging yielded systematically higher CBF compared to SD-pCASL, but produced similar transit-time measurements. Power analysis revealed that SD-pCASL has the sensitivity to detect longitudinal changes as low as 10% with as few as 10 patient participants. Conclusion With the appropriate labeling parameters, SD-pCASL is a promising approach for assessing longitudinal changes in CBF associated with FTD.
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Affiliation(s)
- Tracy Ssali
- Lawson Health Research Institute, London, Canada; Department of Medical Biophysics, Western University, London, Canada.
| | - Udunna C Anazodo
- Lawson Health Research Institute, London, Canada; Department of Medical Biophysics, Western University, London, Canada
| | - Lucas Narciso
- Lawson Health Research Institute, London, Canada; Department of Medical Biophysics, Western University, London, Canada
| | - Linshan Liu
- Lawson Health Research Institute, London, Canada; Department of Medical Biophysics, Western University, London, Canada
| | - Sarah Jesso
- Lawson Health Research Institute, London, Canada; St. Joseph's Health Care, London, Canada
| | - Lauryn Richardson
- Lawson Health Research Institute, London, Canada; St. Joseph's Health Care, London, Canada
| | - Matthias Günther
- Fraunhofer Institute for Medical Image Computing MEVIS, Bremen, Germany; University Bremen, Bremen, Germany
| | - Simon Konstandin
- Fraunhofer Institute for Medical Image Computing MEVIS, Bremen, Germany; Mediri GmbH, Heidelberg, Germany
| | | | - Frank Prato
- Lawson Health Research Institute, London, Canada; Department of Medical Biophysics, Western University, London, Canada
| | - Elizabeth Finger
- Lawson Health Research Institute, London, Canada; Department of Medical Biophysics, Western University, London, Canada; Department of Clinical Neurological Sciences, Western University, London, Canada
| | - Keith St Lawrence
- Lawson Health Research Institute, London, Canada; Department of Medical Biophysics, Western University, London, Canada
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28
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Wolters EE, Papma JM, Verfaillie SCJ, Visser D, Weltings E, Groot C, van der Ende EL, Giannini LAA, Tuncel H, Timmers T, Boellaard R, Yaqub M, van Assema DME, Kuijper DA, Segbers M, Rozemuller AJM, Barkhof F, Windhorst AD, van der Flier WM, Pijnenburg YAL, Scheltens P, van Berckel BNM, van Swieten JC, Ossenkoppele R, Seelaar H. [ 18F]Flortaucipir PET Across Various MAPT Mutations in Presymptomatic and Symptomatic Carriers. Neurology 2021; 97:e1017-e1030. [PMID: 34210823 PMCID: PMC8448551 DOI: 10.1212/wnl.0000000000012448] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 06/07/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To assess the [18F]flortaucipir binding distribution across MAPT mutations in presymptomatic and symptomatic carriers. METHODS We compared regional [18F]flortaucipir binding potential (BPND) derived from a 130-minute dynamic [18F]flortaucipir PET scan in 9 (pre)symptomatic MAPT mutation carriers (4 with P301L [1 symptomatic], 2 with R406W [1 symptomatic], 1 presymptomatic L315R, 1 presymptomatic S320F, and 1 symptomatic G272V carrier) with 30 cognitively normal controls and 52 patients with Alzheimer disease. RESULTS [18F]Flortaucipir BPND images showed overall highest binding in the symptomatic carriers. This was most pronounced in the symptomatic R406W carrier in whom tau binding exceeded the normal control range in the anterior cingulate cortex, insula, amygdala, temporal, parietal, and frontal lobe. Elevated medial temporal lobe BPND was observed in a presymptomatic R406W carrier. The single symptomatic carrier and 1 of the 3 presymptomatic P301L carriers showed elevated [18F]flortaucipir BPND in the insula, parietal, and frontal lobe compared to controls. The symptomatic G272V carrier exhibited a widespread elevated cortical BPND, with at neuropathologic examination a combination of 3R pathology and encephalitis. The L315R presymptomatic mutation carrier showed higher frontal BPND compared to controls. The BPND values of the S320F presymptomatic mutation carrier fell within the range of controls. CONCLUSION Presymptomatic MAPT mutation carriers already showed subtle elevated tau binding, whereas symptomatic MAPT mutation carriers showed a more marked increase in [18F]flortaucipir BPND. Tau deposition was most pronounced in R406W MAPT (pre)symptomatic mutation carriers, which is associated with both 3R and 4R tau accumulation. Thus, [18F]flortaucipir may serve as an early biomarker for MAPT mutation carriers in mutations that cause 3R/4R tauopathies.
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Affiliation(s)
- Emma E Wolters
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden.
| | - Janne M Papma
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Sander C J Verfaillie
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Denise Visser
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Emma Weltings
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Colin Groot
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Emma L van der Ende
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Lucia A A Giannini
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Hayel Tuncel
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Tessa Timmers
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Ronald Boellaard
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Maqsood Yaqub
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Danielle M E van Assema
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Dennis A Kuijper
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Marcel Segbers
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Annemieke J M Rozemuller
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Frederik Barkhof
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Albert D Windhorst
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Wiesje M van der Flier
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Yolande A L Pijnenburg
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Philip Scheltens
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Bart N M van Berckel
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - John C van Swieten
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Rik Ossenkoppele
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
| | - Harro Seelaar
- From the Department of Radiology & Nuclear Medicine (E.E.W., S.C.J.V., D.V., E.W., H.T., T.T., R.B., M.Y., F.B., A.D.W., B.N.M.v.B.) and Alzheimer Center Amsterdam, Department of Neurology (E.E.W., C.G., W.M.v.d.F., Y.A.L.P., P.S., R.O.), Amsterdam Neuroscience, and Department of Epidemiology and Biostatistics (W.M.v.d.F.), Vrije Universiteit Amsterdam, Amsterdam UMC; Department of Neurology, Alzheimer Center (J.M.P., E.L.v.d.E., L.A.A.G., J.C.v.S., H.S.), and Department of Radiology & Nuclear Medicine (D.M.E.v.A., D.A.K., M.S.), Erasmus MC University Medical Center, Rotterdam; Department of Pathology (A.J.M.R.), Amsterdam Neuroscience, Amsterdam UMC, location VUmc, the Netherlands; Institutes of Neurology & Healthcare Engineering (F.B.), UCL, London, UK; and Clinical Memory Research Unit (R.O.), Lund University, Sweden
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Soni N, Ora M, Bathla G, Nagaraj C, Boles Ponto LL, Graham MM, Saini J, Menda Y. Multiparametric magnetic resonance imaging and positron emission tomography findings in neurodegenerative diseases: Current status and future directions. Neuroradiol J 2021; 34:263-288. [PMID: 33666110 PMCID: PMC8447818 DOI: 10.1177/1971400921998968] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Neurodegenerative diseases (NDDs) are characterized by progressive neuronal loss, leading to dementia and movement disorders. NDDs broadly include Alzheimer's disease, frontotemporal lobar degeneration, parkinsonian syndromes, and prion diseases. There is an ever-increasing prevalence of mild cognitive impairment and dementia, with an accompanying immense economic impact, prompting efforts aimed at early identification and effective interventions. Neuroimaging is an essential tool for the early diagnosis of NDDs in both clinical and research settings. Structural, functional, and metabolic imaging modalities, including magnetic resonance imaging (MRI) and positron emission tomography (PET), are widely available. They show encouraging results for diagnosis, monitoring, and treatment response evaluation. The current review focuses on the complementary role of various imaging modalities in relation to NDDs, the qualitative and quantitative utility of newer MRI techniques, novel radiopharmaceuticals, and integrated PET/MRI in the setting of NDDs.
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Affiliation(s)
- Neetu Soni
- University of Iowa Hospitals and Clinics, USA
| | - Manish Ora
- Department of Nuclear Medicine, SGPGIMS, India
| | - Girish Bathla
- Neuroradiology Department, University of Iowa Hospitals and
Clinics, USA
| | - Chandana Nagaraj
- Department of Neuro Imaging and Interventional Radiology,
NIMHANS, India
| | | | - Michael M Graham
- Division of Nuclear Medicine, University of Iowa Hospitals and
Clinics, USA
| | - Jitender Saini
- Department of Neuro Imaging and Interventional Radiology,
NIMHANS, India
| | - Yusuf Menda
- University of Iowa Hospitals and Clinics, USA
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30
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Lin Z, Kim E, Ahmed M, Han G, Simmons C, Redhead Y, Bartlett J, Pena Altamira LE, Callaghan I, White MA, Singh N, Sawiak S, Spires-Jones T, Vernon AC, Coleman MP, Green J, Henstridge C, Davies JS, Cash D, Sreedharan J. MRI-guided histology of TDP-43 knock-in mice implicates parvalbumin interneuron loss, impaired neurogenesis and aberrant neurodevelopment in amyotrophic lateral sclerosis-frontotemporal dementia. Brain Commun 2021; 3:fcab114. [PMID: 34136812 PMCID: PMC8204366 DOI: 10.1093/braincomms/fcab114] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 04/13/2021] [Accepted: 04/17/2021] [Indexed: 01/01/2023] Open
Abstract
Amyotrophic lateral sclerosis and frontotemporal dementia are overlapping diseases in which MRI reveals brain structural changes in advance of symptom onset. Recapitulating these changes in preclinical models would help to improve our understanding of the molecular causes underlying regionally selective brain atrophy in early disease. We therefore investigated the translational potential of the TDP-43Q331K knock-in mouse model of amyotrophic lateral sclerosis-frontotemporal dementia using MRI. We performed in vivo MRI of TDP-43Q331K knock-in mice. Regions of significant volume change were chosen for post-mortem brain tissue analyses. Ex vivo computed tomography was performed to investigate skull shape. Parvalbumin neuron density was quantified in post-mortem amyotrophic lateral sclerosis frontal cortex. Adult mutants demonstrated parenchymal volume reductions affecting the frontal lobe and entorhinal cortex in a manner reminiscent of amyotrophic lateral sclerosis-frontotemporal dementia. Subcortical, cerebellar and brain stem regions were also affected in line with observations in pre-symptomatic carriers of mutations in C9orf72, the commonest genetic cause of both amyotrophic lateral sclerosis and frontotemporal dementia. Volume loss was also observed in the dentate gyrus of the hippocampus, along with ventricular enlargement. Immunohistochemistry revealed reduced parvalbumin interneurons as a potential cellular correlate of MRI changes in mutant mice. By contrast, microglia was in a disease activated state even in the absence of brain volume loss. A reduction in immature neurons was found in the dentate gyrus, indicative of impaired adult neurogenesis, while a paucity of parvalbumin interneurons in P14 mutant mice suggests that TDP-43Q331K disrupts neurodevelopment. Computerized tomography imaging showed altered skull morphology in mutants, further suggesting a role for TDP-43Q331K in development. Finally, analysis of human post-mortem brains confirmed a paucity of parvalbumin interneurons in the prefrontal cortex in sporadic amyotrophic lateral sclerosis and amyotrophic lateral sclerosis linked to C9orf72 mutations. Regional brain MRI changes seen in human amyotrophic lateral sclerosis-frontotemporal dementia are recapitulated in TDP-43Q331K knock-in mice. By marrying in vivo imaging with targeted histology, we can unravel cellular and molecular processes underlying selective brain vulnerability in human disease. As well as helping to understand the earliest causes of disease, our MRI and histological markers will be valuable in assessing the efficacy of putative therapeutics in TDP-43Q331K knock-in mice.
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Affiliation(s)
- Ziqiang Lin
- Department of Basic and Clinical Neuroscience, The Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, London SE5 9RT, UK
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Eugene Kim
- BRAIN Centre (Biomarker Research And Imaging for Neuroscience), Department of Neuroimaging, IoPPN, King’s College London, London SE5 9NU, UK
| | - Mohi Ahmed
- Centre for Craniofacial and Regenerative Biology, Floor 27 Tower Wing, Guy’s Hospital, King’s College London, London SE1 9RT, UK
| | - Gang Han
- Molecular Neurobiology Group, Institute of Life Sciences, School of Medicine, Swansea University, Swansea SA2 8PP, UK
| | - Camilla Simmons
- BRAIN Centre (Biomarker Research And Imaging for Neuroscience), Department of Neuroimaging, IoPPN, King’s College London, London SE5 9NU, UK
| | - Yushi Redhead
- Centre for Craniofacial and Regenerative Biology, Floor 27 Tower Wing, Guy’s Hospital, King’s College London, London SE1 9RT, UK
| | - Jack Bartlett
- Molecular Neurobiology Group, Institute of Life Sciences, School of Medicine, Swansea University, Swansea SA2 8PP, UK
| | - Luis Emiliano Pena Altamira
- Department of Basic and Clinical Neuroscience, The Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, London SE5 9RT, UK
| | - Isobel Callaghan
- Department of Basic and Clinical Neuroscience, The Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, London SE5 9RT, UK
| | - Matthew A White
- Department of Basic and Clinical Neuroscience, The Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, London SE5 9RT, UK
| | - Nisha Singh
- BRAIN Centre (Biomarker Research And Imaging for Neuroscience), Department of Neuroimaging, IoPPN, King’s College London, London SE5 9NU, UK
- School of Biomedical Engineering & Imaging Sciences, St Thomas' Hospital, King's College London, 4th floor Lambeth Wing, London SE1 7EH, UK
| | - Stephen Sawiak
- Department of Clinical Neurosciences, Cambridge University, Cambridge CB2 0QQ, UK
| | - Tara Spires-Jones
- Centre for Discovery Brain Sciences, University of Edinburgh, Edinburgh EH8 9XD, UK
| | - Anthony C Vernon
- Department of Basic and Clinical Neuroscience, The Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, London SE5 9RT, UK
| | | | - Jeremy Green
- Centre for Craniofacial and Regenerative Biology, Floor 27 Tower Wing, Guy’s Hospital, King’s College London, London SE1 9RT, UK
| | - Christopher Henstridge
- Centre for Discovery Brain Sciences, University of Edinburgh, Edinburgh EH8 9XD, UK
- Division of Systems Medicine, School of Medicine, University of Dundee, Dundee DD1 9SY, UK
| | - Jeffrey S Davies
- Molecular Neurobiology Group, Institute of Life Sciences, School of Medicine, Swansea University, Swansea SA2 8PP, UK
| | - Diana Cash
- BRAIN Centre (Biomarker Research And Imaging for Neuroscience), Department of Neuroimaging, IoPPN, King’s College London, London SE5 9NU, UK
| | - Jemeen Sreedharan
- Department of Basic and Clinical Neuroscience, The Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, London SE5 9RT, UK
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Poos JM, Russell LL, Peakman G, Bocchetta M, Greaves CV, Jiskoot LC, van der Ende EL, Seelaar H, Papma JM, van den Berg E, Pijnenburg YA, Borroni B, Sanchez‐Valle R, Moreno F, Laforce R, Graff C, Synofzik M, Galimberti D, Rowe JB, Masellis M, Tartaglia C, Finger E, Vandenberghe R, de Medonça A, Tagliavini F, Butler CR, Santana I, Ber IL, Gerhard A, Ducharme S, Levin J, Danek A, Otto M, Sorbi S, Pasquier F, van Swieten JC, Rohrer JD. Impairment of episodic memory in genetic frontotemporal dementia: A GENFI study. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2021; 13:e12185. [PMID: 34027016 PMCID: PMC8116844 DOI: 10.1002/dad2.12185] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 03/06/2021] [Accepted: 03/09/2021] [Indexed: 12/24/2022]
Abstract
INTRODUCTION We aimed to assess episodic memory in genetic frontotemporal dementia (FTD) with the Free and Cued Selective Reminding Test (FCSRT). METHODS The FCSRT was administered in 417 presymptomatic and symptomatic mutation carriers (181 chromosome 9 open reading frame 72 [C9orf72], 163 progranulin [GRN], and 73 microtubule-associated protein tau [MAPT]) and 290 controls. Group differences and correlations with other neuropsychological tests were examined. We performed voxel-based morphometry to investigate the underlying neural substrates of the FCSRT. RESULTS All symptomatic mutation carrier groups and presymptomatic MAPT mutation carriers performed significantly worse on all FCSRT scores compared to controls. In the presymptomatic C9orf72 group, deficits were found on all scores except for the delayed total recall task, while no deficits were found in presymptomatic GRN mutation carriers. Performance on the FCSRT correlated with executive function, particularly in C9orf72 mutation carriers, but also with memory and naming tasks in the MAPT group. FCSRT performance also correlated with gray matter volumes of frontal, temporal, and subcortical regions in C9orf72 and GRN, but mainly temporal areas in MAPT mutation carriers. DISCUSSION The FCSRT detects presymptomatic deficits in C9orf72- and MAPT-associated FTD and provides important insight into the underlying cause of memory impairment in different forms of FTD.
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Panman JL, Venkatraghavan V, van der Ende EL, Steketee RME, Jiskoot LC, Poos JM, Dopper EGP, Meeter LHH, Donker Kaat L, Rombouts SARB, Vernooij MW, Kievit AJA, Premi E, Cosseddu M, Bonomi E, Olives J, Rohrer JD, Sánchez-Valle R, Borroni B, Bron EE, Van Swieten JC, Papma JM, Klein S. Modelling the cascade of biomarker changes in GRN-related frontotemporal dementia. J Neurol Neurosurg Psychiatry 2021; 92:494-501. [PMID: 33452053 PMCID: PMC8053353 DOI: 10.1136/jnnp-2020-323541] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 10/19/2020] [Accepted: 11/24/2020] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Progranulin-related frontotemporal dementia (FTD-GRN) is a fast progressive disease. Modelling the cascade of multimodal biomarker changes aids in understanding the aetiology of this disease and enables monitoring of individual mutation carriers. In this cross-sectional study, we estimated the temporal cascade of biomarker changes for FTD-GRN, in a data-driven way. METHODS We included 56 presymptomatic and 35 symptomatic GRN mutation carriers, and 35 healthy non-carriers. Selected biomarkers were neurofilament light chain (NfL), grey matter volume, white matter microstructure and cognitive domains. We used discriminative event-based modelling to infer the cascade of biomarker changes in FTD-GRN and estimated individual disease severity through cross-validation. We derived the biomarker cascades in non-fluent variant primary progressive aphasia (nfvPPA) and behavioural variant FTD (bvFTD) to understand the differences between these phenotypes. RESULTS Language functioning and NfL were the earliest abnormal biomarkers in FTD-GRN. White matter tracts were affected before grey matter volume, and the left hemisphere degenerated before the right. Based on individual disease severities, presymptomatic carriers could be delineated from symptomatic carriers with a sensitivity of 100% and specificity of 96.1%. The estimated disease severity strongly correlated with functional severity in nfvPPA, but not in bvFTD. In addition, the biomarker cascade in bvFTD showed more uncertainty than nfvPPA. CONCLUSION Degeneration of axons and language deficits are indicated to be the earliest biomarkers in FTD-GRN, with bvFTD being more heterogeneous in disease progression than nfvPPA. Our data-driven model could help identify presymptomatic GRN mutation carriers at risk of conversion to the clinical stage.
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Affiliation(s)
- Jessica L Panman
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands .,Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Vikram Venkatraghavan
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Rebecca M E Steketee
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Lize C Jiskoot
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Jackie M Poos
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Elise G P Dopper
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Lieke H H Meeter
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Laura Donker Kaat
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Serge A R B Rombouts
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands.,Institute for Psychology, Leiden University, Leiden, The Netherlands
| | - Meike W Vernooij
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Anneke J A Kievit
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Enrico Premi
- Centre for Neurodegenerative Disorders, University of Brescia, Brescia, Italy
| | - Maura Cosseddu
- Centre for Neurodegenerative Disorders, University of Brescia, Brescia, Italy
| | - Elisa Bonomi
- Centre for Neurodegenerative Disorders, University of Brescia, Brescia, Italy
| | - Jaume Olives
- Alzheimer's Disease and Other Cognitive Disorders Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | | | - Raquel Sánchez-Valle
- Alzheimer's Disease and Other Cognitive Disorders Unit, Hospital Clínic de Barcelona, Barcelona, Spain.,Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, University of Brescia, Brescia, Italy
| | - Esther E Bron
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - John C Van Swieten
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Janne M Papma
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Stefan Klein
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
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Boeve BF, Rosen H. Clinical and Neuroimaging Aspects of Familial Frontotemporal Lobar Degeneration Associated with MAPT and GRN Mutations. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1281:77-92. [PMID: 33433870 DOI: 10.1007/978-3-030-51140-1_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
Abstract
Numerous kindreds with familial frontotemporal lobar degeneration have been linked to mutations in microtubule-associated protein tau (MAPT) or progranulin (GRN) genes. While there are many similarities in the clinical manifestations and associated neuroimaging findings, there are also distinct differences. In this review, we compare and contrast the demographic/inheritance characteristics, histopathology, pathophysiology, clinical aspects, and key neuroimaging findings between those with MAPT and GRN mutations.
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Affiliation(s)
| | - Howard Rosen
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
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Feis RA, van der Grond J, Bouts MJRJ, Panman JL, Poos JM, Schouten TM, de Vos F, Jiskoot LC, Dopper EGP, van Buchem MA, van Swieten JC, Rombouts SARB. Classification using fractional anisotropy predicts conversion in genetic frontotemporal dementia, a proof of concept. Brain Commun 2021; 2:fcaa079. [PMID: 33543126 PMCID: PMC7846185 DOI: 10.1093/braincomms/fcaa079] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 04/29/2020] [Accepted: 05/11/2020] [Indexed: 11/14/2022] Open
Abstract
Frontotemporal dementia is a highly heritable and devastating neurodegenerative disease. About 10–20% of all frontotemporal dementia is caused by known pathogenic mutations, but a reliable tool to predict clinical conversion in mutation carriers is lacking. In this retrospective proof-of-concept case-control study, we investigate whether MRI-based and cognition-based classifiers can predict which mutation carriers from genetic frontotemporal dementia families will develop symptoms (‘convert’) within 4 years. From genetic frontotemporal dementia families, we included 42 presymptomatic frontotemporal dementia mutation carriers. We acquired anatomical, diffusion-weighted imaging, and resting-state functional MRI, as well as neuropsychological data. After 4 years, seven mutation carriers had converted to frontotemporal dementia (‘converters’), while 35 had not (‘non-converters’). We trained regularized logistic regression models on baseline MRI and cognitive data to predict conversion to frontotemporal dementia within 4 years, and quantified prediction performance using area under the receiver operating characteristic curves. The prediction model based on fractional anisotropy, with highest contribution of the forceps minor, predicted conversion to frontotemporal dementia beyond chance level (0.81 area under the curve, family-wise error corrected P = 0.025 versus chance level). Other MRI-based and cognitive features did not outperform chance level. Even in a small sample, fractional anisotropy predicted conversion in presymptomatic frontotemporal dementia mutation carriers beyond chance level. After validation in larger data sets, conversion prediction in genetic frontotemporal dementia may facilitate early recruitment into clinical trials.
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Affiliation(s)
- Rogier A Feis
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Leiden Institute for Brain and Cognition, Leiden University, 2333 ZA, Leiden, the Netherlands.,Institute of Psychology, Leiden University, 2333 AK, Leiden, the Netherlands
| | - Jeroen van der Grond
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands
| | - Mark J R J Bouts
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Leiden Institute for Brain and Cognition, Leiden University, 2333 ZA, Leiden, the Netherlands.,Institute of Psychology, Leiden University, 2333 AK, Leiden, the Netherlands
| | - Jessica L Panman
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Department of Neurology, Erasmus Medical Centre, 3015 GD, Rotterdam, the Netherlands
| | - Jackie M Poos
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Department of Neurology, Erasmus Medical Centre, 3015 GD, Rotterdam, the Netherlands
| | - Tijn M Schouten
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Leiden Institute for Brain and Cognition, Leiden University, 2333 ZA, Leiden, the Netherlands.,Institute of Psychology, Leiden University, 2333 AK, Leiden, the Netherlands
| | - Frank de Vos
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Leiden Institute for Brain and Cognition, Leiden University, 2333 ZA, Leiden, the Netherlands.,Institute of Psychology, Leiden University, 2333 AK, Leiden, the Netherlands
| | - Lize C Jiskoot
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Department of Neurology, Erasmus Medical Centre, 3015 GD, Rotterdam, the Netherlands.,Dementia Research Centre, University College London, London, WC1N 3AR, UK
| | - Elise G P Dopper
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Department of Neurology, Erasmus Medical Centre, 3015 GD, Rotterdam, the Netherlands
| | - Mark A van Buchem
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Leiden Institute for Brain and Cognition, Leiden University, 2333 ZA, Leiden, the Netherlands
| | - John C van Swieten
- Department of Neurology, Erasmus Medical Centre, 3015 GD, Rotterdam, the Netherlands
| | - Serge A R B Rombouts
- Department of Radiology, Leiden University Medical Centre, 2333 ZA, Leiden, the Netherlands.,Leiden Institute for Brain and Cognition, Leiden University, 2333 ZA, Leiden, the Netherlands.,Institute of Psychology, Leiden University, 2333 AK, Leiden, the Netherlands
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35
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Yang Z, Rong Y, Cao Z, Wu Y, Zhao X, Xie Q, Luo M, Liu Y. Microstructural and Cerebral Blood Flow Abnormalities in Subjective Cognitive Decline Plus: Diffusional Kurtosis Imaging and Three-Dimensional Arterial Spin Labeling Study. Front Aging Neurosci 2021; 13:625843. [PMID: 33597860 PMCID: PMC7882515 DOI: 10.3389/fnagi.2021.625843] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 01/04/2021] [Indexed: 12/17/2022] Open
Abstract
Objective: To explore microstructural and cerebral blood flow (CBF) abnormalities in individuals with subjective cognitive decline plus (SCD plus) using diffusional kurtosis imaging (DKI) and three-dimensional (3D) arterial spin labeling (ASL). Methods: Twenty-seven patients with SCD plus, 31 patients with amnestic mild cognitive impairment (aMCI), and 33 elderly controls (ECs) were recruited and underwent DKI and 3D ASL using a GE 3.0-T MRI. Mean kurtosis (MK), fractional anisotropy (FA), mean diffusivity (MD), and CBF values were acquired from 24 regions of interest (ROIs) in the brain, including the bilateral hippocampal (Hip) subregions (head, body, and tail), posterior cingulate cortex (PCC), precuneus, dorsal thalamus subregions (anterior nucleus, ventrolateral nucleus, and medial nucleus), lenticular nucleus, caput nuclei caudati, white matter (WM) of the frontal lobe, and WM of the occipital lobe. Pearson's correlation analysis was performed to assess the relationships among the DKI-derived parameters, CBF values, and key neuropsychological tests for SCD plus. Results: Compared with ECs, participants with SCD plus showed a significant decline in MK and CBF values, mainly in the Hip head and PCC, and participants with aMCI exhibited more significant abnormalities in the MK and CBF values than individuals with ECs and SCD plus in multiple regions. Combined MK values showed better discrimination between patients with SCD plus and ECs than that obtained using CBF levels, with areas under the receiver operating characteristic (ROC) curve (AUC) of 0.874 and 0.837, respectively. Similarly, the AUC in discriminating SCD plus from aMCI patients obtained using combined MK values was 0.823, which was also higher than the combined AUC of 0.779 obtained using CBF values. Moreover, MK levels in the left Hip (h) and left PCC positively correlated with the auditory verbal learning test-delayed recall (AVLT-DR) score in participants with SCD plus. By contrast, only the CBF value in the left Hip head positively correlated with the AVLT-DR score. Conclusions: Our results provide new evidence of microstructural and CBF changes in patients with SCD plus. MK may be used as an early potential neuroimaging biomarker and may be a more sensitive DKI parameter than CBF at the very early stage of Alzheimer's disease (AD).
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Affiliation(s)
- Zhongxian Yang
- Medical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, China.,Medical Imaging Center, The Second Affiliated Hospital, Medical College of Shantou University, Shantou, China
| | - Yu Rong
- Medical Imaging Center, The Second Affiliated Hospital, Medical College of Shantou University, Shantou, China.,Department of Neurology, The People's Hospital of Gaozhou City, Maoming, China
| | - Zhen Cao
- Medical Imaging Center, The Second Affiliated Hospital, Medical College of Shantou University, Shantou, China
| | - Yi Wu
- Department of Neurology, Shantou Central Hospital and Affiliated Shantou Hospital of Sun Yat-sen University, Shantou, China
| | - Xinzhu Zhao
- Medical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Qiuxia Xie
- Medical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Min Luo
- Medical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Yubao Liu
- Medical Imaging Center, Shenzhen Hospital, Southern Medical University, Shenzhen, China
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36
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Farias FHG, Benitez BA, Cruchaga C. Quantitative endophenotypes as an alternative approach to understanding genetic risk in neurodegenerative diseases. Neurobiol Dis 2021; 151:105247. [PMID: 33429041 DOI: 10.1016/j.nbd.2020.105247] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 12/24/2020] [Accepted: 12/30/2020] [Indexed: 01/02/2023] Open
Abstract
Endophenotypes, as measurable intermediate features of human diseases, reflect underlying molecular mechanisms. The use of quantitative endophenotypes in genetic studies has improved our understanding of pathophysiological changes associated with diseases. The main advantage of the quantitative endophenotypes approach to study human diseases over a classic case-control study design is the inferred biological context that can enable the development of effective disease-modifying treatments. Here, we summarize recent progress on biomarkers for neurodegenerative diseases, including cerebrospinal fluid and blood-based, neuroimaging, neuropathological, and clinical studies. This review focuses on how endophenotypic studies have successfully linked genetic modifiers to disease risk, disease onset, or progression rate and provided biological context to genes identified in genome-wide association studies. Finally, we review critical methodological considerations for implementing this approach and future directions.
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Affiliation(s)
- Fabiana H G Farias
- Department of Psychiatry, Washington University, St. Louis, MO 63110, United States of America; NeuroGenomics and Informatics, Washington University, St. Louis, MO 63110, United States of America
| | - Bruno A Benitez
- Department of Psychiatry, Washington University, St. Louis, MO 63110, United States of America; NeuroGenomics and Informatics, Washington University, St. Louis, MO 63110, United States of America
| | - Carlos Cruchaga
- Department of Psychiatry, Washington University, St. Louis, MO 63110, United States of America; NeuroGenomics and Informatics, Washington University, St. Louis, MO 63110, United States of America; Hope Center for Neurologic Diseases, Washington University, St. Louis, MO 63110, United States of America; The Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, MO, 63110, United States of America; Department of Genetics, Washington University School of Medicine, St Louis, MO, 63110, United States of America.
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Benussi A, Premi E, Gazzina S, Brattini C, Bonomi E, Alberici A, Jiskoot L, van Swieten JC, Sanchez-Valle R, Moreno F, Laforce R, Graff C, Synofzik M, Galimberti D, Masellis M, Tartaglia C, Rowe JB, Finger E, Vandenberghe R, de Mendonça A, Tagliavini F, Santana I, Ducharme S, Butler CR, Gerhard A, Levin J, Danek A, Otto M, Frisoni G, Ghidoni R, Sorbi S, Le Ber I, Pasquier F, Peakman G, Todd E, Bocchetta M, Rohrer JD, Borroni B. Progression of Behavioral Disturbances and Neuropsychiatric Symptoms in Patients With Genetic Frontotemporal Dementia. JAMA Netw Open 2021; 4:e2030194. [PMID: 33404617 PMCID: PMC7788468 DOI: 10.1001/jamanetworkopen.2020.30194] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
IMPORTANCE Behavioral disturbances are core features of frontotemporal dementia (FTD); however, symptom progression across the course of disease is not well characterized in genetic FTD. OBJECTIVE To investigate behavioral symptom frequency and severity and their evolution and progression in different forms of genetic FTD. DESIGN, SETTING, AND PARTICIPANTS This longitudinal cohort study, the international Genetic FTD Initiative (GENFI), was conducted from January 30, 2012, to May 31, 2019, at 23 multicenter specialist tertiary FTD research clinics in the United Kingdom, the Netherlands, Belgium, France, Spain, Portugal, Italy, Germany, Sweden, Finland, and Canada. Participants included a consecutive sample of 232 symptomatic FTD gene variation carriers comprising 115 with variations in C9orf72, 78 in GRN, and 39 in MAPT. A total of 101 carriers had at least 1 follow-up evaluation (for a total of 400 assessments). Gene variations were included only if considered pathogenetic. MAIN OUTCOMES AND MEASURES Behavioral and neuropsychiatric symptoms were assessed across disease duration and evaluated from symptom onset. Hierarchical generalized linear mixed models were used to model behavioral and neuropsychiatric measures as a function of disease duration and variation. RESULTS Of 232 patients with FTD, 115 (49.6%) had a C9orf72 expansion (median [interquartile range (IQR)] age at evaluation, 64.3 [57.5-69.7] years; 72 men [62.6%]; 115 White patients [100%]), 78 (33.6%) had a GRN variant (median [IQR] age, 63.4 [58.3-68.8] years; 40 women [51.3%]; 77 White patients [98.7%]), and 39 (16.8%) had a MAPT variant (median [IQR] age, 56.3 [49.9-62.4] years; 25 men [64.1%]; 37 White patients [94.9%]). All core behavioral symptoms, including disinhibition, apathy, loss of empathy, perseverative behavior, and hyperorality, were highly expressed in all gene variant carriers (>50% patients), with apathy being one of the most common and severe symptoms throughout the disease course (51.7%-100% of patients). Patients with MAPT variants showed the highest frequency and severity of most behavioral symptoms, particularly disinhibition (79.3%-100% of patients) and compulsive behavior (64.3%-100% of patients), compared with C9orf72 carriers (51.7%-95.8% of patients with disinhibition and 34.5%-75.0% with compulsive behavior) and GRN carriers (38.2%-100% with disinhibition and 20.6%-100% with compulsive behavior). Alongside behavioral symptoms, neuropsychiatric symptoms were very frequently reported in patients with genetic FTD: anxiety and depression were most common in GRN carriers (23.8%-100% of patients) and MAPT carriers (26.1%-77.8% of patients); hallucinations, particularly auditory and visual, were most common in C9orf72 carriers (10.3%-54.5% of patients). Most behavioral and neuropsychiatric symptoms increased in the early-intermediate phases and plateaued in the late stages of disease, except for depression, which steadily declined in C9orf72 carriers, and depression and anxiety, which surged only in the late stages in GRN carriers. CONCLUSIONS AND RELEVANCE This cohort study suggests that behavioral and neuropsychiatric disturbances differ between the common FTD gene variants and have different trajectories throughout the course of disease. These findings have crucial implications for counseling patients and caregivers and for the design of disease-modifying treatment trials in genetic FTD.
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Affiliation(s)
- Alberto Benussi
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Enrico Premi
- Vascular Neurology Unit, Department of Neurological and Vision Sciences, ASST Spedali Civili, Brescia, Italy
| | - Stefano Gazzina
- Neurophysiology Unit, Department of Neurological and Vision Sciences, ASST Spedali Civili, Brescia, Italy
| | - Chiara Brattini
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Elisa Bonomi
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Antonella Alberici
- Neurology Unit, Department of Neurological and Vision Sciences, ASST Spedali Civili, Brescia, Italy
| | - Lize Jiskoot
- Department of Neurology, Erasmus Medical Centre, Rotterdam, the Netherlands
| | | | - Raquel Sanchez-Valle
- Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d’Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona, Spain
| | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital, San Sebastian, Spain
- Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques du CHU de Québec, and Faculté de Médecine, Université Laval, Québec, Canada
| | - Caroline Graff
- Center for Alzheimer Research, Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Bioclinicum, Karolinska Institutet, Solna, Sweden
- Unit for Hereditary Dementias, Theme Aging, Karolinska University Hospital, Solna, Sweden
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany
- Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Daniela Galimberti
- Fondazione Ca’ Granda, IRCCS Ospedale Policlinico, Milan, Italy
- University of Milan, Centro Dino Ferrari, Milan, Italy
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada
| | - James B. Rowe
- Department of Clinical Neurosciences, University of Cambridge, United Kingdom
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, Canada
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
- Neurology Service, University Hospitals Leuven, Leuven, Belgium
- Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | | | | | - Isabel Santana
- Neurology Service, Faculty of Medicine, University Hospital of Coimbra, University of Coimbra, Coimbra, Portugal
- Center for Neuroscience and Cell Biology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Simon Ducharme
- Department of Psychiatry, McGill University Health Centre, McGill University, Montreal, Québec, Canada
- McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Québec, Canada
| | - Chris R. Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, United Kingdom
- Department of Brain Sciences, Imperial College London, London, United Kingdom
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, United Kingdom
- Departments of Geriatric Medicine and Nuclear Medicine, University of Duisburg-Essen, Duisburg, Germany
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases, Munich, Germany
- Munich Cluster of Systems Neurology, Munich, Germany
| | - Adrian Danek
- Department of Neurology, Ludwig-Maximilians Universität München, Munich, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Giovanni Frisoni
- IRCCS Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Roberta Ghidoni
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Sandro Sorbi
- Department of Neurofarba, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Isabelle Le Ber
- Institut National de la Santé et de la Recherche Medicale (INSERM) U1127, Paris, France
- Centre de National de la Recherche Scientifique, Unité Mixte de Recherche (UMR) 7225, Paris, France
- Unité Mixte de Recherche en Santé 1127, Université Pierre et Marie Curie (Paris 06), Sorbonne Universités, Paris, France
- Institute du Cerveau et de la Moelle Epinière, Paris, France
| | - Florence Pasquier
- Inserm CHU Lille, Lille Neurosciences & Cognition UMR-S1172 Degenerative and Vascular Cognitive Disorders, Université de Lille, Lille, France
- CHU Lille, DistAlz Licend Memory Clinic, Lille, France
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, London, United Kingdom
| | - Georgia Peakman
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, London, United Kingdom
| | - Emily Todd
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, London, United Kingdom
| | - Martina Bocchetta
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, London, United Kingdom
| | - Jonathan D. Rohrer
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, London, United Kingdom
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
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Jiskoot LC, Poos JM, Vollebergh ME, Franzen S, van Hemmen J, Papma JM, van Swieten JC, Kessels RPC, van den Berg E. Emotion recognition of morphed facial expressions in presymptomatic and symptomatic frontotemporal dementia, and Alzheimer's dementia. J Neurol 2021; 268:102-113. [PMID: 32728945 PMCID: PMC7815624 DOI: 10.1007/s00415-020-10096-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 07/10/2020] [Accepted: 07/20/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND The emotion recognition task (ERT) was developed to overcome shortcomings of static emotion recognition paradigms, by identifying more subtle deficits in emotion recognition across different intensity levels. In this study, we used the ERT to investigate emotion recognition deficits across the frontotemporal (FTD) and Alzheimer's Dementia (AD) spectrum. METHODS With the ERT, we assessed the recognition of facial emotional expressions (anger-disgust-fear-happiness-sadness-surprise) across four intensities (40-60-80-100%) in patients with behavioural variant FTD (bvFTD; n = 32), and AD (n = 32), presymptomatic FTD mutation carriers (n = 47) and controls (n = 49). We examined group differences using multilevel linear regression with age, sex and education level as covariates, and performed post hoc analyses on presymptomatic (MAPT, GRN and C9orf72) mutation carriers. Classification abilities were investigated by means of logistic regression. RESULTS Lowest ERT total scores were found in patients with bvFTD and AD, whereas equal highest performance was found in presymptomatic mutation carriers and controls. For all emotions, significantly lower subscores were found in patients with bvFTD than in presymptomatic mutation carriers and in controls (highest p value = 0.025). Patients with bvFTD performed lower than patients with AD on anger (p = 0.005) and a trend towards significance was found for a lower performance on happiness (p = 0.065). Task performance increased with higher emotional intensity, and classification was better at the lowest than at the highest intensity. C9orf72 mutation carriers performed worse on recognizing anger at the lowest intensity than GRN mutation carriers (p = 0.047) and controls (p = 0.038). The ERT differentiated between patients with bvFTD and controls, and between patients with AD and controls (both p < 0.001). DISCUSSION Our results demonstrate emotion recognition deficits in both bvFTD and AD, and suggest the presence of subtle emotion recognition changes in presymptomatic C9orf72-FTD. This highlights the importance of incorporating emotion recognition paradigms into standard neuropsychological assessment for early differential diagnosis, and as clinical endpoints in upcoming therapeutic trials.
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Affiliation(s)
- Lize C. Jiskoot
- Department of Neurology, Erasmus Medical Center, NF-331, Post box 2040, 3000 CA Rotterdam, The Netherlands
- Dementia Research Centre, University College London, London, UK
| | - Jackie M. Poos
- Department of Neurology, Erasmus Medical Center, NF-331, Post box 2040, 3000 CA Rotterdam, The Netherlands
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Manon E. Vollebergh
- Department of Neurology, Erasmus Medical Center, NF-331, Post box 2040, 3000 CA Rotterdam, The Netherlands
| | - Sanne Franzen
- Department of Neurology, Erasmus Medical Center, NF-331, Post box 2040, 3000 CA Rotterdam, The Netherlands
| | - Judy van Hemmen
- Department of Neurology, Erasmus Medical Center, NF-331, Post box 2040, 3000 CA Rotterdam, The Netherlands
| | - Janne M. Papma
- Department of Neurology, Erasmus Medical Center, NF-331, Post box 2040, 3000 CA Rotterdam, The Netherlands
| | - John C. van Swieten
- Department of Neurology, Erasmus Medical Center, NF-331, Post box 2040, 3000 CA Rotterdam, The Netherlands
| | - Roy P. C. Kessels
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands
- Department of Medical Psychology, Radboudumc Alzheimer Center, Nijmegen, The Netherlands
| | - Esther van den Berg
- Department of Neurology, Erasmus Medical Center, NF-331, Post box 2040, 3000 CA Rotterdam, The Netherlands
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Bocchetta M, Todd EG, Peakman G, Cash DM, Convery RS, Russell LL, Thomas DL, Eugenio Iglesias J, van Swieten JC, Jiskoot LC, Seelaar H, Borroni B, Galimberti D, Sanchez-Valle R, Laforce R, Moreno F, Synofzik M, Graff C, Masellis M, Carmela Tartaglia M, Rowe JB, Vandenberghe R, Finger E, Tagliavini F, de Mendonça A, Santana I, Butler CR, Ducharme S, Gerhard A, Danek A, Levin J, Otto M, Sorbi S, Le Ber I, Pasquier F, Rohrer JD. Differential early subcortical involvement in genetic FTD within the GENFI cohort. Neuroimage Clin 2021; 30:102646. [PMID: 33895632 PMCID: PMC8099608 DOI: 10.1016/j.nicl.2021.102646] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 03/08/2021] [Accepted: 03/23/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Studies have previously shown evidence for presymptomatic cortical atrophy in genetic FTD. Whilst initial investigations have also identified early deep grey matter volume loss, little is known about the extent of subcortical involvement, particularly within subregions, and how this differs between genetic groups. METHODS 480 mutation carriers from the Genetic FTD Initiative (GENFI) were included (198 GRN, 202 C9orf72, 80 MAPT), together with 298 non-carrier cognitively normal controls. Cortical and subcortical volumes of interest were generated using automated parcellation methods on volumetric 3 T T1-weighted MRI scans. Mutation carriers were divided into three disease stages based on their global CDR® plus NACC FTLD score: asymptomatic (0), possibly or mildly symptomatic (0.5) and fully symptomatic (1 or more). RESULTS In all three groups, subcortical involvement was seen at the CDR 0.5 stage prior to phenoconversion, whereas in the C9orf72 and MAPT mutation carriers there was also involvement at the CDR 0 stage. In the C9orf72 expansion carriers the earliest volume changes were in thalamic subnuclei (particularly pulvinar and lateral geniculate, 9-10%) cerebellum (lobules VIIa-Crus II and VIIIb, 2-3%), hippocampus (particularly presubiculum and CA1, 2-3%), amygdala (all subregions, 2-6%) and hypothalamus (superior tuberal region, 1%). In MAPT mutation carriers changes were seen at CDR 0 in the hippocampus (subiculum, presubiculum and tail, 3-4%) and amygdala (accessory basal and superficial nuclei, 2-4%). GRN mutation carriers showed subcortical differences at CDR 0.5 in the presubiculum of the hippocampus (8%). CONCLUSIONS C9orf72 expansion carriers show the earliest and most widespread changes including the thalamus, basal ganglia and medial temporal lobe. By investigating individual subregions, changes can also be seen at CDR 0 in MAPT mutation carriers within the limbic system. Our results suggest that subcortical brain volumes may be used as markers of neurodegeneration even prior to the onset of prodromal symptoms.
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Affiliation(s)
- Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Emily G Todd
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Georgia Peakman
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - David M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom; Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Rhian S Convery
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Lucy L Russell
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - David L Thomas
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom; Neuroradiological Academic Unit, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Juan Eugenio Iglesias
- Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom; Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, USA; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, USA
| | - John C van Swieten
- Department of Neurology and Alzheimer Center, Erasmus Medical Center Rotterdam, the Netherlands
| | - Lize C Jiskoot
- Department of Neurology and Alzheimer Center, Erasmus Medical Center Rotterdam, the Netherlands
| | - Harro Seelaar
- Department of Neurology and Alzheimer Center, Erasmus Medical Center Rotterdam, the Netherlands
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Daniela Galimberti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy; Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Raquel Sanchez-Valle
- Neurology Department, Hospital Clinic, Institut d'Investigacions Biomèdiques, Barcelona, Spain
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, Faculté de Médecine, Université Laval, Québec, Canada
| | - Fermin Moreno
- Hospital Universitario Donostia, San Sebastian, Spain
| | - Matthis Synofzik
- Department of Cognitive Neurology, Center for Neurology, Hertie-Institute for Clinical Brain Research, Tübingen, Germany
| | - Caroline Graff
- Karolinska Institutet, Department NVS, Division of Neurogeriatrics, Stockholm, Sweden; Unit for Hereditray Dementia, Theme Aging, Karolinska University Hospital-Solna Stockholm Sweden
| | - Mario Masellis
- Campbell Cognitive Neurology Research Unit, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Maria Carmela Tartaglia
- Toronto Western Hospital, Tanz Centre for Research in Neurodegenerative Disease, Toronto, ON, Canada
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust and Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | - Fabrizio Tagliavini
- Fondazione Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Neurologico Carlo Besta, Milan, Italy
| | | | - Isabel Santana
- Neurology Department, Centro Hospitalar e Universitário de Coimbra, Portugal
| | - Chris R Butler
- Department of Clinical Neurology, University of Oxford, Oxford, United Kingdom
| | - Simon Ducharme
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, United Kingdom; Departments of Geriatric Medicine and Nuclear Medicine, University of Duisburg-Essen, Germany
| | - Adrian Danek
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich German Center for Neurodegenerative Diseases (DZNE), Munich Munich Cluster of Systems Neurology, Munich, Germany
| | - Johannes Levin
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich German Center for Neurodegenerative Diseases (DZNE), Munich Munich Cluster of Systems Neurology, Munich, Germany
| | - Markus Otto
- Department of Neurology, University Hospital Ulm, Ulm, Germany
| | - Sandro Sorbi
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Isabelle Le Ber
- Sorbonne Université, Paris Brain Institute - Institut du Cerveau- ICM, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Centre deréférence des démences rares ou précoces, IM2A, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
| | - Florence Pasquier
- Univ Lille, France; Inserm 1172 Lille, France; CHU, CNR-MAJ, Labex Distalz, LiCENDLille, France
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom.
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Chu SA, Flagan TM, Staffaroni AM, Jiskoot LC, Deng J, Spina S, Zhang L, Sturm VE, Yokoyama JS, Seeley WW, Papma JM, Geschwind DH, Rosen HJ, Boeve BF, Boxer AL, Heuer HW, Forsberg LK, Brushaber DE, Grossman M, Coppola G, Dickerson BC, Bordelon YM, Faber K, Feldman HH, Fields JA, Fong JC, Foroud T, Gavrilova RH, Ghoshal N, Graff‐Radford NR, Hsiung GR, Huey ED, Irwin DJ, Kantarci K, Kaufer DI, Karydas AM, Knopman DS, Kornak J, Kramer JH, Kukull WA, Lapid MI, Litvan I, Mackenzie IR, Mendez MF, Miller BL, Onyike CU, Pantelyat AY, Rademakers R, Marisa Ramos E, Roberson ED, Carmela Tartaglia M, Tatton NA, Toga AW, Vetor A, Weintraub S, Wong B, Wszolek ZK, Van Swieten JC, Lee SE. Brain volumetric deficits in MAPT mutation carriers: a multisite study. Ann Clin Transl Neurol 2021; 8:95-110. [PMID: 33247623 PMCID: PMC7818091 DOI: 10.1002/acn3.51249] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 10/18/2020] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE MAPT mutations typically cause behavioral variant frontotemporal dementia with or without parkinsonism. Previous studies have shown that symptomatic MAPT mutation carriers have frontotemporal atrophy, yet studies have shown mixed results as to whether presymptomatic carriers have low gray matter volumes. To elucidate whether presymptomatic carriers have lower structural brain volumes within regions atrophied during the symptomatic phase, we studied a large cohort of MAPT mutation carriers using a voxelwise approach. METHODS We studied 22 symptomatic carriers (age 54.7 ± 9.1, 13 female) and 43 presymptomatic carriers (age 39.2 ± 10.4, 21 female). Symptomatic carriers' clinical syndromes included: behavioral variant frontotemporal dementia (18), an amnestic dementia syndrome (2), Parkinson's disease (1), and mild cognitive impairment (1). We performed voxel-based morphometry on T1 images and assessed brain volumetrics by clinical subgroup, age, and mutation subtype. RESULTS Symptomatic carriers showed gray matter atrophy in bilateral frontotemporal cortex, insula, and striatum, and white matter atrophy in bilateral corpus callosum and uncinate fasciculus. Approximately 20% of presymptomatic carriers had low gray matter volumes in bilateral hippocampus, amygdala, and lateral temporal cortex. Within these regions, low gray matter volumes emerged in a subset of presymptomatic carriers as early as their thirties. Low white matter volumes arose infrequently among presymptomatic carriers. INTERPRETATION A subset of presymptomatic MAPT mutation carriers showed low volumes in mesial temporal lobe, the region ubiquitously atrophied in all symptomatic carriers. With each decade of age, an increasing percentage of presymptomatic carriers showed low mesial temporal volume, suggestive of early neurodegeneration.
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Affiliation(s)
- Stephanie A. Chu
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Taru M. Flagan
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Adam M. Staffaroni
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Lize C. Jiskoot
- Erasmus Medical CenterRotterdamNetherlands
- Dementia Research CenterUniversity College LondonLondonUK
| | - Jersey Deng
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Salvatore Spina
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Liwen Zhang
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Virginia E. Sturm
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Jennifer S. Yokoyama
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - William W. Seeley
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | | | | | - Howard J. Rosen
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | | | - Adam L. Boxer
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Hilary W. Heuer
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | | | | | - Murray Grossman
- Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | | | | | | | - Kelley Faber
- School of MedicineIndiana UniversityIndianapolisIndianaUSA
| | | | | | - Jamie C. Fong
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Tatiana Foroud
- School of MedicineIndiana UniversityIndianapolisIndianaUSA
| | | | - Nupur Ghoshal
- Washington University School of MedicineSt. LouisMissouriUSA
| | | | | | - Edward D. Huey
- Departments of Psychiatry and NeurologyColumbia UniversityNew YorkNew YorkUSA
| | - David J. Irwin
- University of California, Los AngelesLos AngelesCaliforniaUSA
| | - Kejal Kantarci
- Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | | | - Anna M. Karydas
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | | | - John Kornak
- Department of Epidemiology and BiostatisticsUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Joel H. Kramer
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Walter A. Kukull
- National Alzheimer's Coordinating CenterUniversity of WashingtonSeattleWashingtonUSA
| | | | - Irene Litvan
- University of California, San DiegoLa JollaCaliforniaUSA
| | | | - Mario F. Mendez
- University of California, Los AngelesLos AngelesCaliforniaUSA
| | - Bruce L. Miller
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | | | | | | | | | | | - Maria Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative DiseasesUniversity of TorontoTorontoOntarioCanada
| | - Nadine A. Tatton
- The Association for Frontotemporal DegenerationRadnorPennsylvaniaUSA
| | - Arthur W. Toga
- USC Mark and Mary Stevens Neuroimaging and Informatics InstituteUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Ashley Vetor
- School of MedicineIndiana UniversityIndianapolisIndianaUSA
| | | | - Bonnie Wong
- Massachusetts General HospitalBostonMassachusettsUSA
| | | | | | | | - Suzee E. Lee
- Memory and Aging CenterDepartment of Neurology, Weill Institute for NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
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Malpetti M, Jones PS, Tsvetanov KA, Rittman T, van Swieten JC, Borroni B, Sanchez-Valle R, Moreno F, Laforce R, Graff C, Synofzik M, Galimberti D, Masellis M, Tartaglia MC, Finger E, Vandenberghe R, de Mendonça A, Tagliavini F, Santana I, Ducharme S, Butler CR, Gerhard A, Levin J, Danek A, Otto M, Frisoni GB, Ghidoni R, Sorbi S, Heller C, Todd EG, Bocchetta M, Cash DM, Convery RS, Peakman G, Moore KM, Rohrer JD, Kievit RA, Rowe JB, Genfi GFI. Apathy in presymptomatic genetic frontotemporal dementia predicts cognitive decline and is driven by structural brain changes. Alzheimers Dement 2020; 17:969-983. [PMID: 33316852 PMCID: PMC8247340 DOI: 10.1002/alz.12252] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 10/15/2020] [Accepted: 11/03/2020] [Indexed: 12/31/2022]
Abstract
Introduction Apathy adversely affects prognosis and survival of patients with frontotemporal dementia (FTD). We test whether apathy develops in presymptomatic genetic FTD, and is associated with cognitive decline and brain atrophy. Methods Presymptomatic carriers of MAPT, GRN or C9orf72 mutations (N = 304), and relatives without mutations (N = 296) underwent clinical assessments and MRI at baseline, and annually for 2 years. Longitudinal changes in apathy, cognition, gray matter volumes, and their relationships were analyzed with latent growth curve modeling. Results Apathy severity increased over time in presymptomatic carriers, but not in non‐carriers. In presymptomatic carriers, baseline apathy predicted cognitive decline over two years, but not vice versa. Apathy progression was associated with baseline low gray matter volume in frontal and cingulate regions. Discussion Apathy is an early marker of FTD‐related changes and predicts a subsequent subclinical deterioration of cognition before dementia onset. Apathy may be a modifiable factor in those at risk of FTD.
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Affiliation(s)
- Maura Malpetti
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | - P Simon Jones
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | - Kamen A Tsvetanov
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | - Timothy Rittman
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | | | - Barbara Borroni
- Department of Clinical and Experimental Sciences, Centre for Neurodegenerative Disorders, University of Brescia, Brescia, Italy
| | - Raquel Sanchez-Valle
- Alzheimer's disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona, Spain
| | - Fermin Moreno
- Department of Neurology, Cognitive Disorders Unit, Donostia Universitary Hospital, San Sebastian, Spain.,Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, Faculté de Médecine, Université Laval, Québec, Canada
| | - Caroline Graff
- Department of Neurobiology Care Sciences and Society, Center for Alzheimer Research, Division of Neurogeriatrics, Bioclinicum, Karolinska Institutet, Solna, Sweden.,Unit for Hereditary Dementias, Theme Aging, Karolinska University Hospital, Solna, Sweden
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany.,Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Daniela Galimberti
- Fondazione Ca' Granda, IRCCS Ospedale Policlinico, Milan, Italy.,Centro Dino Ferrari, University of Milan, Milan, Italy
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | - Maria Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, Ontario, Canada
| | - Rik Vandenberghe
- Department of Neurosciences, Laboratory for Cognitive Neurology, KU Leuven, Leuven, Belgium.,Neurology Service, University Hospitals Leuven, Leuven, Belgium.,KU Leuven, Leuven Brain Institute, Leuven, Belgium
| | | | | | - Isabel Santana
- University Hospital of Coimbra (HUC), Neurology Service, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Center for Neuroscience and Cell Biology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Simon Ducharme
- Department of Psychiatry, McGill University Health Centre, McGill University, Montreal, Québec, Canada.,McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Québec, Canada
| | - Chris R Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK.,Departments of Geriatric Medicine and Nuclear Medicine, University of Duisburg- Essen, Duisburg, Germany
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians Universität München, Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Adrian Danek
- Department of Neurology, Ludwig-Maximilians Universität München, Munich, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
| | | | - Roberta Ghidoni
- Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Sandro Sorbi
- Department of Neuroscience Psychology Drug Research and Child Health, University of Florence, Florence, Italy.,IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Carolin Heller
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Emily G Todd
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Martina Bocchetta
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - David M Cash
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Rhian S Convery
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Georgia Peakman
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Katrina M Moore
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Jonathan D Rohrer
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Rogier A Kievit
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK.,Cognitive Neuroscience Department, Donders Institute for Brain Cognition and Behavior, Radboud University Medical Center, Nijmegen, Netherlands
| | - James B Rowe
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK.,MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
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Gaetani L, Paolini Paoletti F, Bellomo G, Mancini A, Simoni S, Di Filippo M, Parnetti L. CSF and Blood Biomarkers in Neuroinflammatory and Neurodegenerative Diseases: Implications for Treatment. Trends Pharmacol Sci 2020; 41:1023-1037. [PMID: 33127098 DOI: 10.1016/j.tips.2020.09.011] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 09/25/2020] [Accepted: 09/30/2020] [Indexed: 12/11/2022]
Abstract
Neuroinflammatory and neurodegenerative diseases are characterized by the interplay of a number of molecular pathways that can be assessed through biofluids, especially cerebrospinal fluid and blood. Accordingly, the definition and classification of these disorders will move from clinical and pathological to biological criteria. The consequences of this biomarker-based diagnostic and prognostic approach are highly relevant to the field of drug development. Indeed, in view of the availability of disease-modifying drugs, fluid biomarkers offer a unique opportunity for improving the quality and applicability of results from clinical trials. Herein, we discuss the benefits of using fluid biomarkers for patient stratification, target engagement, and outcome assessment, as well as the most recent developments in neuroinflammatory and neurodegenerative diseases.
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Affiliation(s)
- Lorenzo Gaetani
- Section of Neurology, Department of Medicine, University of Perugia, Perugia, Italy
| | | | - Giovanni Bellomo
- Section of Neurology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Andrea Mancini
- Section of Neurology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Simone Simoni
- Section of Neurology, Department of Medicine, University of Perugia, Perugia, Italy
| | | | - Lucilla Parnetti
- Section of Neurology, Department of Medicine, University of Perugia, Perugia, Italy.
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Ma D, Lu D, Popuri K, Wang L, Beg MF. Differential Diagnosis of Frontotemporal Dementia, Alzheimer's Disease, and Normal Aging Using a Multi-Scale Multi-Type Feature Generative Adversarial Deep Neural Network on Structural Magnetic Resonance Images. Front Neurosci 2020; 14:853. [PMID: 33192235 PMCID: PMC7643018 DOI: 10.3389/fnins.2020.00853] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 06/21/2020] [Indexed: 12/20/2022] Open
Abstract
Methods: Alzheimer's disease and Frontotemporal dementia are the first and third most common forms of dementia. Due to their similar clinical symptoms, they are easily misdiagnosed as each other even with sophisticated clinical guidelines. For disease-specific intervention and treatment, it is essential to develop a computer-aided system to improve the accuracy of their differential diagnosis. Recent advances in deep learning have delivered some of the best performance for medical image recognition tasks. However, its application to the differential diagnosis of AD and FTD pathology has not been explored. Approach: In this study, we proposed a novel deep learning based framework to distinguish between brain images of normal aging individuals and subjects with AD and FTD. Specifically, we combined the multi-scale and multi-type MRI-base image features with Generative Adversarial Network data augmentation technique to improve the differential diagnosis accuracy. Results: Each of the multi-scale, multitype, and data augmentation methods improved the ability for differential diagnosis for both AD and FTD. A 10-fold cross validation experiment performed on a large sample of 1,954 images using the proposed framework achieved a high overall accuracy of 88.28%. Conclusions: The salient contributions of this study are three-fold: (1) our experiments demonstrate that the combination of multiple structural features extracted at different scales with our proposed deep neural network yields superior performance than individual features; (2) we show that the use of Generative Adversarial Network for data augmentation could further improve the discriminant ability of the network regarding challenging tasks such as differentiating dementia sub-types; (3) and finally, we show that ensemble classifier strategy could make the network more robust and stable.
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Affiliation(s)
- Da Ma
- School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada
| | - Donghuan Lu
- School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada
- Tencent Jarvis X-Lab, Shenzhen, China
| | - Karteek Popuri
- School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada
| | - Lei Wang
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Mirza Faisal Beg
- School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada
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Staffaroni AM, Goh SYM, Cobigo Y, Ong E, Lee SE, Casaletto KB, Wolf A, Forsberg LK, Ghoshal N, Graff-Radford NR, Grossman M, Heuer HW, Hsiung GYR, Kantarci K, Knopman DS, Kremers WK, Mackenzie IR, Miller BL, Pedraza O, Rascovsky K, Tartaglia MC, Wszolek ZK, Kramer JH, Kornak J, Boeve BF, Boxer AL, Rosen HJ. Rates of Brain Atrophy Across Disease Stages in Familial Frontotemporal Dementia Associated With MAPT, GRN, and C9orf72 Pathogenic Variants. JAMA Netw Open 2020; 3:e2022847. [PMID: 33112398 PMCID: PMC7593814 DOI: 10.1001/jamanetworkopen.2020.22847] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 07/22/2020] [Indexed: 12/12/2022] Open
Abstract
Importance Several clinical trials are planned for familial forms of frontotemporal lobar degeneration (f-FTLD). Precise modeling of brain atrophy in f-FTLD could improve the power to detect a treatment effect. Objective To characterize regions and rates of atrophy in the 3 primary f-FTLD genetic groups (MAPT, GRN, and C9orf72) across all disease stages from asymptomatic to dementia. Design, Setting, and Participants This investigation was a case-control study of participants enrolled in the Advancing Research and Treatment for Frontotemporal Lobar Degeneration or Longitudinal Evaluation of Familial Frontotemporal Dementia studies. The study took place at 18 North American academic medical centers between January 2009 and September 2018. Participants with f-FTLD (n = 100) with a known pathogenic variant (MAPT [n = 28], GRN [n = 33], or C9orf72 [n = 39]) were grouped according to disease stage (ie, Clinical Dementia Rating [CDR] plus National Alzheimer's Coordinating Center [NACC] FTLD module). Included were participants with at least 2 structural magnetic resonance images at presymptomatic (CDR + NACC FTLD = 0 [n = 57]), mild or questionable (CDR + NACC FTLD = 0.5 [n = 15]), or symptomatic (CDR + NACC FTLD = ≥1 [n = 28]) disease stages. The control group included family members of known pathogenic variant carriers who did not carry the pathogenic variant (n = 60). Main Outcomes and Measures This study fitted bayesian linear mixed-effects models in each voxel of the brain to quantify the rate of atrophy in each of the 3 genes, at each of the 3 disease stages, compared with controls. The study also analyzed rates of clinical decline in each of these groups, as measured by the CDR + NACC FTLD box score. Results The sample included 100 participants with f-FTLD with a known pathogenic variant (mean [SD] age, 50.48 [13.78] years; 53 [53%] female) and 60 family members of known pathogenic variant carriers who did not carry the pathogenic variant (mean [SD] age, 47.51 [12.43] years; 36 [60%] female). MAPT and GRN pathogenic variants were associated with increased rates of volume loss compared with controls at all stages of disease. In MAPT pathogenic variant carriers, statistically significant regions of accelerated volume loss compared with controls were identified in temporal regions bilaterally in the presymptomatic stage, with global spread in the symptomatic stage. For example, mean [SD] rates of atrophy in the left temporal were -231 [47] mm3 per year during the presymptomatic stage, -381 [208] mm3 per year during the mild stage, and -1485 [1025] mm3 per year during the symptomatic stage (P < .05). GRN pathogenic variant carriers generally had minimal increases in atrophy rates between the presymptomatic and mild stages, with rapid increases in atrophy rates in the symptomatic stages. For example, in the right frontal lobes, annualized volume loss was -267 [81] mm3 per year in the presymptomatic stage and -182 [90] mm3 per year in the mild stage, but -1169 [555] mm3 per year in the symptomatic stage. Compared with the other groups, C9orf72 expansion carriers showed minimal increases in rate of volume loss with disease progression. For example, the mean (SD) annualized rates of atrophy in the right frontal lobe in C9orf72 expansion carriers was -272 (118) mm3 per year in presymptomatic stages, -310 (189) mm3 per year in mildly symptomatic stages, and -251 (145) mm3 per year in symptomatic stages. Conclusions and Relevance These findings are relevant to clinical trial planning and suggest that the mechanism by which C9orf72 pathogenic variants lead to symptoms may be fundamentally different from the mechanisms associated with other pathogenic variants.
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Affiliation(s)
- Adam M. Staffaroni
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Sheng-Yang M. Goh
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Yann Cobigo
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Elise Ong
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Suzee E. Lee
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Kaitlin B. Casaletto
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Amy Wolf
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Leah K. Forsberg
- Department of Neurology, College of Medicine, Mayo Clinic, Rochester, Minnesota
| | - Nupur Ghoshal
- Department of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri
- Department of Psychiatry, Washington University School of Medicine in St Louis, St Louis, Missouri
| | | | - Murray Grossman
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Hilary W. Heuer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Ging-Yuek R. Hsiung
- Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kejal Kantarci
- Department of Radiology, College of Medicine, Mayo Clinic, Rochester, Minnesota
| | - David S. Knopman
- Department of Neurology, College of Medicine, Mayo Clinic, Rochester, Minnesota
| | - Walter K. Kremers
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Ian R. Mackenzie
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Bruce L. Miller
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Otto Pedraza
- Department of Psychiatry and Psychology, Mayo Clinic, Jacksonville, Florida
| | - Katya Rascovsky
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - M. Carmela Tartaglia
- Division of Neurology, Department of Medicine, Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada
| | | | - Joel H. Kramer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - John Kornak
- Department of Epidemiology and Biostatistics, Memory and Aging Center, University of California, San Francisco
| | - Bradley F. Boeve
- Department of Neurology, College of Medicine, Mayo Clinic, Rochester, Minnesota
| | - Adam L. Boxer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
| | - Howard J. Rosen
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco
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45
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Häkkinen S, Chu SA, Lee SE. Neuroimaging in genetic frontotemporal dementia and amyotrophic lateral sclerosis. Neurobiol Dis 2020; 145:105063. [PMID: 32890771 DOI: 10.1016/j.nbd.2020.105063] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 07/30/2020] [Accepted: 08/26/2020] [Indexed: 02/06/2023] Open
Abstract
Frontotemporal dementia (FTD) and amyotrophic lateral sclerosis (ALS) have a strong clinical, genetic and pathological overlap. This review focuses on the current understanding of structural, functional and molecular neuroimaging signatures of genetic FTD and ALS. We overview quantitative neuroimaging studies on the most common genes associated with FTD (MAPT, GRN), ALS (SOD1), and both (C9orf72), and summarize visual observations of images reported in the rarer genes (CHMP2B, TARDBP, FUS, OPTN, VCP, UBQLN2, SQSTM1, TREM2, CHCHD10, TBK1).
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Affiliation(s)
- Suvi Häkkinen
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Stephanie A Chu
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Suzee E Lee
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA, USA.
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46
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Tavares TP, Mitchell DGV, Coleman KK, Coleman BL, Shoesmith CL, Butler CR, Santana I, Danek A, Gerhard A, de Mendonca A, Borroni B, Tartaglia MC, Graff C, Galimberti D, Tagliavini F, Moreno F, Frisoni G, Rowe JB, Levin J, Van Swieten JC, Otto M, Synofzik M, Sanchez-Valle R, Vandenberghe R, Laforce RJ, Ghidoni R, Sorbi S, Ducharme S, Masellis M, Rohrer J, Finger E. Early symptoms in symptomatic and preclinical genetic frontotemporal lobar degeneration. J Neurol Neurosurg Psychiatry 2020; 91:975-984. [PMID: 32769115 PMCID: PMC7611534 DOI: 10.1136/jnnp-2020-322987] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 04/14/2020] [Accepted: 04/20/2020] [Indexed: 01/27/2023]
Abstract
OBJECTIVES The clinical heterogeneity of frontotemporal dementia (FTD) complicates identification of biomarkers for clinical trials that may be sensitive during the prediagnostic stage. It is not known whether cognitive or behavioural changes during the preclinical period are predictive of genetic status or conversion to clinical FTD. The first objective was to evaluate the most frequent initial symptoms in patients with genetic FTD. The second objective was to evaluate whether preclinical mutation carriers demonstrate unique FTD-related symptoms relative to familial mutation non-carriers. METHODS The current study used data from the Genetic Frontotemporal Dementia Initiative multicentre cohort study collected between 2012 and 2018. Participants included symptomatic carriers (n=185) of a pathogenic mutation in chromosome 9 open reading frame 72 (C9orf72), progranulin (GRN) or microtubule-associated protein tau (MAPT) and their first-degree biological family members (n=588). Symptom endorsement was documented using informant and clinician-rated scales. RESULTS The most frequently endorsed initial symptoms among symptomatic patients were apathy (23%), disinhibition (18%), memory impairments (12%), decreased fluency (8%) and impaired articulation (5%). Predominant first symptoms were usually discordant between family members. Relative to biologically related non-carriers, preclinical MAPT carriers endorsed worse mood and sleep symptoms, and C9orf72 carriers endorsed marginally greater abnormal behaviours. Preclinical GRN carriers endorsed less mood symptoms compared with non-carriers, and worse everyday skills. CONCLUSION Preclinical mutation carriers exhibited neuropsychiatric symptoms compared with non-carriers that may be considered as future clinical trial outcomes. Given the heterogeneity in symptoms, the detection of clinical transition to symptomatic FTD may be best captured by composite indices integrating the most common initial symptoms for each genetic group.
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Affiliation(s)
- Tamara Paulo Tavares
- Neuroscience, Brain and Mind Institute, University of Western Ontario, London, Ontario, Canada
| | - Derek G V Mitchell
- Psychiatry, Anatomy & Cell Biology, Brain and Mind Institute, University of Western Ontario, London, Ontario, Canada
| | - Kristy Kl Coleman
- Cognitive Neurology, St. Joseph's Health Care, London, Ontario, Canada
| | - Brenda L Coleman
- Infectious Disease Epidemiologic Research Unit, Mount Sinai Hospital, Toronto, Ontario, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Christen L Shoesmith
- Clinical Neurological Sciences, University of Western Ontario, London, Ontario, Canada
| | - Christopher R Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK
| | - Isabel Santana
- Neurology, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal.,Faculty of Medicine, Centre of Neurosciences and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Adrian Danek
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians Universitat, Munich, Germany
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, United Kingdom.,Geriatric Medicine and Nuclear Medicine, University of Duisburg-Essen, Duisburg, Germany
| | - Alexandre de Mendonca
- Laboratory of Neurosciences, Institute of Molecular Medicine, Faculty of Medicine, University of Lisbon, Lisbon, Portugal
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Maria Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Disease, University of Toronto, Toronto, Ontario, Canada.,Canadian Sports Concussion Project, Toronto, Ontario, Canada
| | - Caroline Graff
- Geriatric Medicine, Karolinska University Hospital-Huddinge, Stockholm, Sweden
| | - Daniela Galimberti
- Neurodegenerative Diseases Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Centro Dino Ferrari, University of Milan, Milano, Lombardia, Italy
| | - Fabrizio Tagliavini
- Neurology and Neuropathology, Fondazione Istituto Neurologico Carlo Besta, Milan, Italy
| | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital Gipuzkoa Building, San Sebastian, País Vasco, Spain.,Neuroscience Area, Biodonostia Health Research Institute, Donostia-san Sebastian, Guipuzcoa, Spain
| | - Giovanni Frisoni
- Instituto di Recovero e Cura a Carattere Scientifico Istituto Centro San Giovanni di Dio Fatebenefratell, Brescia, Italy
| | - James Benedict Rowe
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Department of Neurology, University Hospital, LMU Munich, Munich, Germany
| | | | | | - Matthis Synofzik
- Department of Neurodegenerative Diseases and Center of Neurology, Hertie Institute for Clinical Brain Research, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Raquel Sanchez-Valle
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, Barcelona, Spain.,Alzheimer's disease and Other Cognitive Disorders Unit, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona, Spain
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Flanders, Belgium.,Neurology Service, KU Leuven University Hospitals Leuven, Leuven, Flanders, Belgium
| | - Robert Jr Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques du CHU de Québec, Université Laval, Québec City, Quebec, Canada
| | - Roberta Ghidoni
- Molecular Markers Lab, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Sandro Sorbi
- Department of Neuroscience, Psychology, Drug Research, and Child Health, University of Florence, Florence, Italy
| | - Simon Ducharme
- McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, Montreal, Quebec, Canada.,Department of Psychiatry, McGill University Health Centre, McGill University, Montreal, Quebec, Canada
| | - Mario Masellis
- Neurology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.,Medicine, Neurology, University of Toronto, Toronto, Ontario, Canada
| | - Jonathan Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
| | - Elizabeth Finger
- Clinical Neurological Sciences, University of Western Ontario, London, Ontario, Canada
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47
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Abstract
Dementia is a clinical syndrome that manifests itself with impairment in cognitive functions owing to various neurodegenerative etiologies causing severe disability in the older population. Although the diagnosis is largely dependent on clinical examination, biomarkers can significantly aid in early diagnosis of dementia, especially in those without any clinical evidence of neurocognitive impairment. These biomarkers can be discovered in cerebrospinal fluid (CSF) or can be assessed by neuroimaging. Our goal was to discuss and assess the role of different neuroimaging techniques in the early diagnosis of relatively common etiologies of dementia. We used PubMed as search engines to look for helpful articles; most of the sources used were peer reviewed. We discussed the utility of various neuroimaging techniques, such CT, MRI, positron emission tomography (PET) scan, and single-photon emission computed tomography (SPECT), in the diagnosis of dementia. We concluded that various modern neuroimaging techniques prove to be very helpful in early identification, diagnosis, and differentiation between subtypes. However, the actual clinical utility of these tests in terms of their cost-effectivity and availability remains to be seen. Ongoing research is required to further develop biomarkers for early identification and monitor the progression of different etiologies of dementia.
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Affiliation(s)
- Dipanjan Banerjee
- Neuroscience, California Institute of Behavioral Neurosciences and Psychology, Fairfield, USA.,Geriatrics, Queen's Medical Center, Nottingham University Hospitals NHS Trust, Nottingham, GBR
| | - Abilash Muralidharan
- Internal Medicine, California Institute of Behavioral Neurosciences and Psychology, Fairfield, USA.,Internal Medicine, Kiruba Hospital, Coimbatore, IND
| | - Abdul Rub Hakim Mohammed
- Internal Medicine, California Institute of Behavioral Neurosciences and Psychology, Fairfield, USA
| | - Bilal Haider Malik
- Internal Medicine, California Institute of Behavioral Neurosciences and Psychology, Fairfield, USA
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48
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Parnetti L, Gaetani L, Di Filippo M. Serum neurofilament light chain as a preclinical marker of neurodegeneration. Lancet Neurol 2020; 18:1070-1071. [PMID: 31701888 DOI: 10.1016/s1474-4422(19)30405-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 10/04/2019] [Indexed: 12/31/2022]
Affiliation(s)
- Lucilla Parnetti
- Section of Neurology, Laboratory of Clinical Neurochemistry, Department of Medicine, University of Perugia, Perugia 06132, Italy.
| | - Lorenzo Gaetani
- Section of Neurology, Department of Medicine, University of Perugia, Perugia, Italy
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49
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Ehrenberg AJ, Khatun A, Coomans E, Betts MJ, Capraro F, Thijssen EH, Senkevich K, Bharucha T, Jafarpour M, Young PNE, Jagust W, Carter SF, Lashley T, Grinberg LT, Pereira JB, Mattsson-Carlgren N, Ashton NJ, Hanrieder J, Zetterberg H, Schöll M, Paterson RW. Relevance of biomarkers across different neurodegenerative diseases. ALZHEIMERS RESEARCH & THERAPY 2020; 12:56. [PMID: 32404143 PMCID: PMC7222479 DOI: 10.1186/s13195-020-00601-w] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 03/16/2020] [Indexed: 01/11/2023]
Abstract
Background The panel of fluid- and imaging-based biomarkers available for neurodegenerative disease research is growing and has the potential to close important gaps in research and the clinic. With this growth and increasing use, appropriate implementation and interpretation are paramount. Various biomarkers feature nuanced differences in strengths, limitations, and biases that must be considered when investigating disease etiology and clinical utility. For example, neuropathological investigations of Alzheimer’s disease pathogenesis can fall in disagreement with conclusions reached by biomarker-based investigations. Considering the varied strengths, limitations, and biases of different research methodologies and approaches may help harmonize disciplines within the neurodegenerative disease field. Purpose of review Along with separate review articles covering fluid and imaging biomarkers in this issue of Alzheimer’s Research and Therapy, we present the result of a discussion from the 2019 Biomarkers in Neurodegenerative Diseases course at the University College London. Here, we discuss themes of biomarker use in neurodegenerative disease research, commenting on appropriate use, interpretation, and considerations for implementation across different neurodegenerative diseases. We also draw attention to areas where biomarker use can be combined with other disciplines to understand issues of pathophysiology and etiology underlying dementia. Lastly, we highlight novel modalities that have been proposed in the landscape of neurodegenerative disease research and care.
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Affiliation(s)
- Alexander J Ehrenberg
- Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA. .,Department of Integrative Biology, University of California, Berkeley, Berkeley, CA, USA. .,Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA, USA.
| | - Ayesha Khatun
- Dementia Research Centre, University College London Institute of Neurology, London, UK
| | - Emma Coomans
- Department of Radiology & Nuclear Medicine, Amsterdam UMC, location VUmc, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Matthew J Betts
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Institute of Cognitive Neurology and Dementia Research, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Federica Capraro
- The Francis Crick Institute, London, UK.,Department of Neuromuscular Diseases, University College London Queen Square Institute of Neurology, London, UK
| | - Elisabeth H Thijssen
- Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.,Department of Clinical Chemistry, Amsterdam UMC, Amsterdam, The Netherlands
| | - Konstantin Senkevich
- Petersburg Nuclear Physics Institute names by B.P. Konstantinov of National Research Center, Kurchatov Institute, St. Petersburg, Russia.,First Pavlov State Medical University of St. Petersburg, St. Petersburg, Russia
| | - Tehmina Bharucha
- Oxford Glycobiology Institute, Department of Biochemistry , University of Oxford, Oxford, UK
| | - Mehrsa Jafarpour
- Department of Neurodegenerative Disease, UCL Queen Square, Institute of Neurology, University College London, London, UK
| | - Peter N E Young
- Department of Psychiatry and Neurochemistry, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Wallenberg Center for Molecular and Translational Medicine, Lund University, Lund, Sweden
| | - William Jagust
- Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA, USA.,Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Stephen F Carter
- Department of Psychiatry, School of Clinical Medicine, University of Cambridge, Cambridge, UK.,Wolfson Molecular Imaging Centre, Division of Neuroscience and Experimental Psychology, University of Manchester, Manchester, UK
| | - Tammaryn Lashley
- Department of Neurodegenerative Disease, UCL Queen Square, Institute of Neurology, University College London, London, UK.,Queen Square Brain Bank for Neurological Disorders, UCL Queen Square Institute of Neurology, London, UK
| | - Lea T Grinberg
- Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.,University of São Paulo Medical School, São Paulo, Brazil.,Global Brain Health Institute, San Francisco, CA, USA
| | - Joana B Pereira
- Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.,Clinical Memory Research Unit, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden
| | - Niklas Mattsson-Carlgren
- Department of Psychiatry and Neurochemistry, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Wallenberg Center for Molecular and Translational Medicine, Lund University, Lund, Sweden
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Wallenberg Center for Molecular and Translational Medicine, Lund University, Lund, Sweden.,King's College London, Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute, London, UK.,NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London & Maudsley NHS Foundation, London, UK
| | - Jörg Hanrieder
- Department of Neurodegenerative Disease, UCL Queen Square, Institute of Neurology, University College London, London, UK.,Department of Psychiatry and Neurochemistry, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Neurodegenerative Disease, UCL Queen Square, Institute of Neurology, University College London, London, UK.,Department of Psychiatry and Neurochemistry, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,UK Dementia Research Institute at University College London, London, UK
| | - Michael Schöll
- Department of Neurodegenerative Disease, UCL Queen Square, Institute of Neurology, University College London, London, UK.,Department of Psychiatry and Neurochemistry, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Memory Research Unit, Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden
| | - Ross W Paterson
- Dementia Research Centre, University College London Institute of Neurology, London, UK
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50
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Le Blanc G, Jetté Pomerleau V, McCarthy J, Borroni B, Swieten J, Galimberti D, Sanchez‐Valle R, LaForce R, Moreno F, Synofzik M, Graff C, Masellis M, Tartaglia MC, Rowe JB, Vandenberghe R, Finger E, Tagliavini F, Mendonça A, Santana I, Butler C, Gerhard A, Danek A, Levin J, Otto M, Frisoni G, Sorbi S, Rohrer JD, Ducharme S, Almeida MR, Anderl‐Straub S, Andersson C, Antonell A, Arighi A, Balasa M, Barandiaran M, Bargalló N, Bartha R, Bender B, Benussi L, Binetti G, Black S, Bocchetta M, Borrego S, Bras J, Bruffaerts R, Caroppo P, Cash D, Castelo‐Branco M, Convery R, Cope T, Arriba M, Di Fede G, Díaz Z, Dick KM, Duro D, Fenoglio C, Ferreira C, Ferreira CB, Flanagan T, Fox N, Freedman M, Fumagalli G, Gabilondo A, Gauthier S, Ghidoni R, Giaccone G, Gorostidi A, Greaves C, Guerreiro R, Heller C, Hoegen T, Indakoetxea B, Jelic V, Jiskoot L, Karnath H, Keren R, Leitão MJ, Lladó A, Lombardi G, Loosli S, Maruta C, Mead S, Meeter L, Miltenberger G, Minkelen R, Mitchell S, Nacmias B, Neason M, Nicholas J, Öijerstedt L, Olives J, Panman J, Papma J, Patzig M, Pievani M, Pijnenburg Y, Prioni S, Prix C, Rademakers R, Redaelli V, Rittman T, Rogaeva E, Rosa‐Neto P, Rossi G, Rossor M, Santiago B, Scarpini E, Semler E, Shafei R, Shoesmith C, Tábuas‐Pereira M, Tainta M, Tang‐Wai D, Thomas DL, Thonberg H, Timberlake C, Tiraboschi P, Vandamme P, Vandenbulcke M, Veldsman M, Verdelho A, Villanua J, Warren J, Wilke C, Zetterberg H, Zulaica M. Faster Cortical Thinning and Surface Area Loss in Presymptomatic and Symptomatic
C9orf72
Repeat Expansion Adult Carriers. Ann Neurol 2020; 88:113-122. [DOI: 10.1002/ana.25748] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 04/08/2020] [Accepted: 04/10/2020] [Indexed: 12/13/2022]
Affiliation(s)
| | - Vincent Jetté Pomerleau
- Department of Psychiatry McGill University Health Centre, McGill University Montreal Quebec Canada
| | - Jillian McCarthy
- McConnell Brain Imaging Centre Montreal Neurological Institute Montreal Quebec Canada
| | - Barbara Borroni
- Center for Neurodegenerative Disorders, Neurology Unit, Department of Clinical and Experimental Sciences University of Brescia Brescia Italy
| | - John Swieten
- Department of Neurology, Erasmus Medical Center Rotterdam the Netherlands
| | - Daniela Galimberti
- Department of Pathophysiology and Transplantation, Dino Ferrari Center University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico Milan Italy
| | - Raquel Sanchez‐Valle
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Department Hospital Clinic, Institut d'Investigacions Biomèdiques August Pi I Sunyer, University of Barcelona Barcelona Spain
| | - Robert LaForce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, and Faculté de Médecine Laval University Quebec City Quebec Canada
| | - Fermin Moreno
- Department of Neurology Hospital Universitario Donostia San Sebastian Spain
| | - Matthis Synofzik
- Department of Cognitive Neurology, Center for Neurology and Hertie Institute for Clinical Brain Research Tübingen Germany
| | - Caroline Graff
- Department NVS, Center for Alzheimer Research, Division of Neurogenetics Karolinska Institute Stockholm Sweden
| | - Mario Masellis
- LC Campbell Cognitive Neurology Research Unit, Sunnybrook Research Institute Toronto Ontario Canada
| | - Maria C. Tartaglia
- Toronto Western Hospital, Tanz Centre for Research in Neurodegenerative Disease Toronto Ontario Canada
| | - James B. Rowe
- Department of Clinical Neurosciences University of Cambridge Cambridge United Kingdom
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences KU Leuven Leuven Belgium
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences University of Western Ontario London Ontario Canada
| | - Fabrizio Tagliavini
- Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta Milan Italy
| | | | - Isabel Santana
- Neurology Department Centro Hospitalar e Universitário de Coimbra Coimbra Portugal
| | - Chris Butler
- Department of Clinical Neurology University of Oxford Oxford United Kingdom
| | - Alex Gerhard
- Institute of Brain, Behaviour, and Mental Health, University of Manchester, Withington Manchester United Kingdom
| | - Adrian Danek
- Neurologische Klinik und Poliklinik, Ludwig Maximilian University Munich Germany
- German Center for Neurodegenerative Diseases Munich Germany
| | - Johannes Levin
- Department of Neurology University Hospital Ulm Ulm Germany
| | - Markus Otto
- Istituto di Ricovero e Cura a Carattere Scientifico Istituto Centro San Giovanni di Dio Fatebenefratelli Brescia Italy
| | - Giovanni Frisoni
- Istituto di Ricovero e Cura a Carattere Scientifico Istituto Centro San Giovanni di Dio Fatebenefratelli Brescia Italy
- Memory Clinic and LANVIE‐Laboratory of Neuroimaging of Aging, University Hospitals and University of Geneva Geneva Switzerland
| | - Sandro Sorbi
- Department of Neuroscience, Psychology, Drug Research, and Child Health University of Florence Florence Italy
- Istituto di Ricovero e Cura a Carattere Scientifico Fondazione Don Carlo Gnocchi Florence Italy
| | - Jonathan D. Rohrer
- Dementia Research Centre University College London Institute of Neurology London United Kingdom
| | - Simon Ducharme
- Department of Psychiatry McGill University Health Centre, McGill University Montreal Quebec Canada
- McConnell Brain Imaging Centre Montreal Neurological Institute Montreal Quebec Canada
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