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Zeng X, Li Y, Hua L, Lu R, Franco LL, Kochunov P, Chen S, Detre JA, Wang Z. Normative Cerebral Perfusion Across the Lifespan. ARXIV 2025:arXiv:2502.08070v1. [PMID: 39990798 PMCID: PMC11844630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/25/2025]
Abstract
Cerebral perfusion plays a crucial role in maintaining brain function and is tightly coupled with neuronal activity. While previous studies have examined cerebral perfusion trajectories across development and aging, precise characterization of its lifespan dynamics has been limited by small sample sizes and methodological inconsistencies. In this study, we construct the first comprehensive normative model of cerebral perfusion across the human lifespan (birth to 85 years) using a large multi-site dataset of over 12,000 high-quality arterial spin labeling (ASL) MRI scans. Leveraging generalized additive models for location, scale, and shape (GAMLSS), we mapped nonlinear growth trajectories of cerebral perfusion at global, network, and regional levels. We observed a rapid postnatal increase in cerebral perfusion, peaking at approximately 7.1 years, followed by a gradual decline into adulthood. Sex differences were evident, with distinct regional maturation patterns rather than uniform differences across all brain regions. Beyond normative modeling, we quantified individual deviations from expected CBF patterns in neurodegenerative and psychiatric conditions, identifying disease-specific perfusion abnormalities across four brain disorders. Using longitudinal data, we established typical and atypical cerebral perfusion trajectories, highlighting the prognostic value of perfusion-based biomarkers for detecting disease progression. Our findings provide a robust normative framework for cerebral perfusion, facilitating precise characterization of brain health across the lifespan and enhancing the early identification of neurovascular dysfunction in clinical populations.
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Affiliation(s)
- Xinglin Zeng
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Yiran Li
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Lin Hua
- Department of Radiology, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, United States
| | - Ruoxi Lu
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Lucas Lemos Franco
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Peter Kochunov
- Department of Psychiatry and Behavioral Science, University of Texas Health Science, SanAntonio, Texas, USA
| | - Shuo Chen
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - John A Detre
- Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Ze Wang
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States
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Antonioni A, Raho EM, Granieri E, Koch G. Frontotemporal dementia. How to deal with its diagnostic complexity? Expert Rev Neurother 2025:1-35. [PMID: 39911129 DOI: 10.1080/14737175.2025.2461758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 01/27/2025] [Accepted: 01/29/2025] [Indexed: 02/07/2025]
Abstract
INTRODUCTION Frontotemporal dementia (FTD) encompasses a group of heterogeneous neurodegenerative disorders. Aside from genetic cases, its diagnosis is challenging, particularly in the early stages when symptoms are ambiguous, and structural neuroimaging does not reveal characteristic patterns. AREAS COVERED The authors performed a comprehensive literature search through MEDLINE, Scopus, and Web of Science databases to gather evidence to aid the diagnostic process for suspected FTD patients, particularly in early phases, even in sporadic cases, ranging from established to promising tools. Blood-based biomarkers might help identify very early neuropathological stages and guide further evaluations. Subsequently, neurophysiological measures reflecting functional changes in cortical excitatory/inhibitory circuits, along with functional neuroimaging assessing brain network, connectivity, metabolism, and perfusion alterations, could detect specific changes associated to FTD even decades before symptom onset. As the neuropathological process advances, cognitive-behavioral profiles and atrophy patterns emerge, distinguishing specific FTD subtypes. EXPERT OPINION Emerging disease-modifying therapies require early patient enrollment. Therefore, a diagnostic paradigm shift is needed - from relying on typical cognitive and neuroimaging profiles of advanced cases to widely applicable biomarkers, primarily fluid biomarkers, and, subsequently, neurophysiological and functional neuroimaging biomarkers where appropriate. Additionally, exploring subjective complaints and behavioral changes detected by home-based technologies might be crucial for early diagnosis.
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Affiliation(s)
- Annibale Antonioni
- Doctoral Program in Translational Neurosciences and Neurotechnologies, University of Ferrara, Ferrara, FE, Italy
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, FE, Italy
| | - Emanuela Maria Raho
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, FE, Italy
| | - Enrico Granieri
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, FE, Italy
| | - Giacomo Koch
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, FE, Italy
- Center for Translational Neurophysiology of Speech and Communication (CTNSC), Italian Institute of Technology (IIT), Ferrara, FE, Italy
- Non Invasive Brain Stimulation Unit, Istituto di Ricovero e Cura a Carattere Scientifico Santa Lucia, Roma, RM, Italy
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Bennett SK, Zeng J, Dounavi ME, Majid A, Baig SS, De Marco M, Ritchie C, O’Brien JT, Su L. Cerebral perfusion alterations in healthy young adults due to two genetic risk factors of Alzheimer's disease: APOE and MAPT. J Cereb Blood Flow Metab 2025:271678X241310731. [PMID: 39763384 PMCID: PMC11705314 DOI: 10.1177/0271678x241310731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Revised: 11/05/2024] [Accepted: 12/07/2024] [Indexed: 01/11/2025]
Abstract
Functional brain changes such as altered cerebral blood flow occur long before the onset of clinical symptoms in Alzheimer's disease (AD) and other neurodegenerative disorders. While cerebral hypoperfusion occurs in established AD, middle-aged carriers of genetic risk factors for AD, including APOE ε4, display regional hyperperfusion due to hypothesised pleiotropic or compensatory effects, representing a possible early biomarker of AD and facilitating earlier AD diagnosis. However, it is not clear whether hyperperfusion already exists even earlier in life. Here, 160 young and cognitively healthy participants from the Chinese PREVENT cohort underwent 3 T arterial spin labelling and T1 MRI and genetic testing for APOE and MAPT rs242557 status. Using FSL, we performed a whole brain voxel-wise analysis and a global mean grey matter analysis comparing for the effects of both risk genes on cerebral perfusion. No significant alterations were seen for APOE genotype, but in MAPT rs242557 A carriers, we observed a significantly hyperperfusion in the left anterior cingulate cortex and left insular cortex. There were no effects of APOE or MAPT status on the global perfusion. These results are novel and may suggest that MAPT genotypes demonstrated a distinct hemodynamic profile in a very young age.
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Affiliation(s)
- Samuel K Bennett
- Sheffield Institute for Translational Neuroscience, Division of Neuroscience, School of Medicine and Population Heath, University of Sheffield, Sheffield, UK
| | - Jianmin Zeng
- Sino-Britain Centre for Cognition and Ageing Research, Faculty of Psychology, Southwest University, Chongqing, China
| | - Maria-Eleni Dounavi
- Department of Psychiatry, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Arshad Majid
- Sheffield Institute for Translational Neuroscience, Division of Neuroscience, School of Medicine and Population Heath, University of Sheffield, Sheffield, UK
| | - Sheharyar S Baig
- Sheffield Institute for Translational Neuroscience, Division of Neuroscience, School of Medicine and Population Heath, University of Sheffield, Sheffield, UK
| | - Matteo De Marco
- Department of Life Sciences, Brunel University London, Uxbridge, UK
| | - Craig Ritchie
- School of Medicine, University of St Andrews, St Andrews, UK
- Scottish Brain Sciences, Edinburgh, UK
| | - John T O’Brien
- Department of Psychiatry, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Li Su
- Sheffield Institute for Translational Neuroscience, Division of Neuroscience, School of Medicine and Population Heath, University of Sheffield, Sheffield, UK
- Department of Psychiatry, School of Clinical Medicine, University of Cambridge, Cambridge, UK
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Kirk TF, McConnell FAK, Toner J, Craig MS, Carone D, Li X, Suzuki Y, Coalson TS, Harms MP, Glasser MF, Chappell MA. Arterial spin labelling perfusion MRI analysis for the Human Connectome Project Lifespan Ageing and Development studies. IMAGING NEUROSCIENCE (CAMBRIDGE, MASS.) 2025; 3:imag_a_00444. [PMID: 40084116 PMCID: PMC11905292 DOI: 10.1162/imag_a_00444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/16/2025]
Abstract
The Human Connectome Project Lifespan studies cover the Development (5-21) and Aging (36-100+) phases of life. Arterial spin labelling (ASL) was included in the imaging protocol, resulting in one of the largest datasets collected to-date of high spatial resolution multiple delay ASL covering 3,000 subjects. The HCP-ASL minimal processing pipeline was developed specifically for this dataset to pre-process the image data and produce perfusion estimates in both volumetric and surface template space, though quality control is not performed. Applied to the whole dataset, the outputs of the pipeline revealed significant and expected differences in perfusion between the Development and Ageing cohorts. Visual inspection of the group average surface maps showed that cortical perfusion often followed cortical areal boundaries, suggesting differential regulation of cerebral perfusion within brain areas at rest. Group average maps of arterial transit time also showed differential transit times in core and watershed areas of the cerebral cortex, which are useful for interpreting haemodynamics of functional MRI images. The pre-processed dataset will provide a valuable resource for understanding haemodynamics across the human lifespan.
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Affiliation(s)
- Thomas F Kirk
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Quantified Imaging, London, UK
| | | | - Jack Toner
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
| | - Martin S Craig
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Quantified Imaging, London, UK
| | - Davide Carone
- Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Xiufeng Li
- Centre for Magnetic Resonance Research, University of Minnesota, MN, USA
| | - Yuriko Suzuki
- Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Timothy S Coalson
- Departments of Radiology and Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Michael P Harms
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Matthew F Glasser
- Departments of Radiology and Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Michael A Chappell
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
- Quantified Imaging, London, UK
- Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
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Olofsson HE, Englund E. Increased frontocortical microvascular raspberry density in frontotemporal lobar degeneration compared to Lewy body disease and control cases: a neuropathological study. FREE NEUROPATHOLOGY 2025; 6:7. [PMID: 40052111 PMCID: PMC11884261 DOI: 10.17879/freeneuropathology-2025-6178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 01/01/2025] [Accepted: 02/20/2025] [Indexed: 03/09/2025]
Abstract
Background: Brain raspberries are histologically defined microvascular entities that are highly prevalent in the neocortex. Increased cortical raspberry density occurs in vascular dementia, but also with advancing age. Here, we examined the raspberry density in two neurodegenerative diseases, wherein vascular alterations distinct from conventional vascular risk factors have been indicated: frontotemporal lobar degeneration (FTLD) and Lewy body disease (LBD). Methods: This retrospective study included 283 clinically autopsied individuals: 105 control cases without neurodegenerative disease, 98 FTLD cases (mainly FTLD-tau and FTLD-TDP), and 80 LBD cases (mainly neocortical). The raspberry density was quantified on haematoxylin-eosin-stained tissue sections from the frontal cortex, and the frontocortical atrophy was ranked 0-3. Results: There was a higher raspberry density in the FTLD group compared to both other groups (P ≤ 0.001; Games-Howell post hoc test). The difference between the FTLD and LBD groups remained significant in multiple linear regression models that included age, sex, and either brain weight (P = 0.034) or cortical atrophy (P = 0.012). The difference between the FTLD and control groups remained significant when including age, sex, and brain weight in the model (P = 0.004), while a trend towards significance was demonstrated when including age, sex, and cortical atrophy (P = 0.054). Further analyses of the FTLD group revealed a trend towards a positive correlation between raspberry density and cortical atrophy (P = 0.062; Spearman rank correlation). Comparisons of FTLD subgroups were inconclusive. Conclusion: The frontocortical raspberry density is increased in FTLD. An examination of the raspberry density in relation to a quantitative measure of cortical atrophy is motivated to validate the results. Future studies are needed to determine whether increased raspberry density in FTLD could function as a marker for more widespread vascular alterations, and to elucidate the relation between microvascular alterations and neurodegenerative disease.
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Affiliation(s)
- Henric Ek Olofsson
- Division of Pathology, Department of Clinical Sciences
Lund, Lund University, Lund, Sweden
| | - Elisabet Englund
- Division of Pathology, Department of Clinical Sciences
Lund, Lund University, Lund, Sweden
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Liu X, Jones PS, Pasternak M, Masellis M, Bouzigues A, Russell LL, Foster PH, Ferry-Bolder E, van Swieten J, Jiskoot L, Seelaar H, Sanchez-Valle R, Laforce R, Graff C, Galimberti D, Vandenberghe R, de Mendonça A, Tiraboschi P, Santana I, Gerhard A, Levin J, Sorbi S, Otto M, Pasquier F, Ducharme S, Butler C, Le Ber I, Finger E, Tartaglia MC, Synofzik M, Moreno F, Borroni B, Rohrer JD, Tsvetanov KA, Rowe JB. Frontoparietal network integrity supports cognitive function in pre-symptomatic frontotemporal dementia: Multimodal analysis of brain function, structure, and perfusion. Alzheimers Dement 2024; 20:8576-8594. [PMID: 39417382 DOI: 10.1002/alz.14299] [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: 03/01/2024] [Revised: 08/14/2024] [Accepted: 09/10/2024] [Indexed: 10/19/2024]
Abstract
INTRODUCTION Genetic mutation carriers of frontotemporal dementia can remain cognitively well despite neurodegeneration. A better understanding of brain structural, perfusion, and functional patterns in the pre-symptomatic stage could inform accurate staging and potential mechanisms. METHODS We included 207 pre-symptomatic genetic mutation carriers and 188 relatives without mutations. The gray matter volume, cerebral perfusion, and resting-state functional network maps were co-analyzed using linked independent component analysis (LICA). Multiple regression analysis was used to investigate the relationship of LICA components to genetic status and cognition. RESULTS Pre-symptomatic mutation carriers showed an age-related decrease in the left frontoparietal network integrity, while non-carriers did not. Executive functions of mutation carriers became dependent on the left frontoparietal network integrity in older age. DISCUSSION The frontoparietal network integrity of pre-symptomatic mutation carriers showed a distinctive relationship to age and cognition compared to non-carriers, suggesting a contribution of the network integrity to brain resilience. HIGHLIGHTS A multimodal analysis of structure, perfusion, and functional networks. The frontoparietal network integrity decreases with age in pre-symptomatic carriers only. Executive functions of pre-symptomatic carriers dissociated from non-carriers.
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Affiliation(s)
- Xulin Liu
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | - Peter Simon Jones
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | - Maurice Pasternak
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
- University of Toronto, Toronto, Canada
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
- University of Toronto, Toronto, Canada
| | - Arabella Bouzigues
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - Lucy L Russell
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - Phoebe H Foster
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - Eve Ferry-Bolder
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - John van Swieten
- Department of Neurology, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Lize Jiskoot
- Department of Neurology, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Harro Seelaar
- 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
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, and Faculté de Médecine, Université Laval, Québec, Canada
| | - Caroline Graff
- Karolinska Institute, Department NVS, Centre for Alzheimer Research, Division of Neurogenetics, Stockholm, Sweden
- Unit for Hereditary Dementias, Theme Aging, Karolinska University Hospital, Solna, Stockholm, Sweden
| | - Daniela Galimberti
- Fondazione IRCCS Ospedale Policlinico, Milan, Italy
- Centro Dino Ferrari, University of Milan, Milan, Italy
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
- Neurology Service, University Hospitals Leuven, Leuven, Belgium
| | | | | | - Isabel Santana
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Centre of Neurosciences and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Alexander Gerhard
- Division of Psychology Communication and Human Neuroscience, Wolfson Molecular Imaging Centre, University of Manchester, First floor, Core Technology Facility, Manchester, UK
- Department of Nuclear Medicine, Centre for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
- Department of Geriatric Medicine, Klinikum Hochsauerland, Arnsberg, Germany
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians Universität München, Munich, Germany
- Centre for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster of Systems Neurology, Munich, Germany
| | - Sandro Sorbi
- Department of Neurofarba, University of Florence, Firenze, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Firenze, Italy
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Florence Pasquier
- University Lille, Lille, France
- Inserm 1172, Lille, France
- CHU, CNR-MAJ, Labex Distalz, LiCEND Lille, Lille, France
| | - Simon Ducharme
- Department of Psychiatry, McGill University Health Centre, McGill University, Montreal, Canada
- McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Chris Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK
- Department of Brain Sciences, Imperial College London, Burlington Danes, The Hammersmith Hospital, London, UK
| | - Isabelle Le Ber
- Paris Brain Institute - Institut du Cerveau - ICM, Sorbonne Université, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Reference center for rare or early-onset dementias, IM2A, Department of Neurology, AP-HP - Pitié-Salpêtrière Hospital, Paris, France
- Department of Neurology, AP-HP - Pitié-Salpêtrière Hospital, Paris, France
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, Canada
| | - Maria Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Disease, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research & Centre of Neurology, University of Tübingen, Tübingen, Germany
- Centre for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Hospital Universitario Donostia, San Sebastian, Gipuzkoa, Spain
- Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain
| | - Barbara Borroni
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - Kamen A Tsvetanov
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
- MRC Cognition and Brain Science Unit, University of Cambridge, Cambridge, UK
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Fang SY, Tsai PC, Jih KY, Hsu FC, Liao YC, Yang CC, Lee YC. TBK1 p.Y153Qfs*9 variant may be associated with young-onset, rapidly progressive amyotrophic lateral sclerosis through a haploinsufficiency mechanism. J Chin Med Assoc 2024; 87:920-926. [PMID: 39118204 DOI: 10.1097/jcma.0000000000001147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND TBK1 variants have been implicated in the pathogenesis of amyotrophic lateral sclerosis (ALS) and frontotemporal dementia spectrum disorder. The current study elucidated the clinical and molecular genetic features of a novel TBK1 variant identified in a patient with young-onset, rapidly progressive ALS. METHODS The coding regions of TBK1 , SOD1 , TARDBP , and FUS were genetically analyzed using Sanger sequencing. Repeat-primed polymerase chain reaction (PCR) was used to survey the GGGGCC repeat in C9ORF72 . The study participant underwent a comprehensive clinical evaluation. The functional effects of the TBK1 variant were analyzed through in vitro transfection studies. RESULTS We identified a novel frameshift truncating TBK1 variant, c.456_457delGT (p.Y153Qfs*9), in a man with ALS. The disease initially manifested as right hand weakness at the age of 39 years but progressed rapidly, with the revised ALS Functional Rating Scale score declining at an average monthly rate of 1.92 points in the first year after diagnosis. The patient had no cognitive dysfunction. However, Technetium-99m single photon emission tomography indicated hypoperfusion in his bilateral superior and middle frontal cortices. In vitro studies revealed that the p.Y153Qfs*9 variant resulted in a truncated TBK1 protein product, reduced TBK1 protein expression, loss of kinase function, reduced interaction with optineurin, and impaired dimerization. CONCLUSION The heterozygous TBK1 p.Y153Qfs*9 variant may be associated with young-onset, rapidly progressive ALS through a haploinsufficiency mechanism.
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Affiliation(s)
- Shih-Yu Fang
- Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Neurology, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan, ROC
| | - Pei-Chien Tsai
- Department of Life Sciences, National Chung Hsing University, Taichung, Taiwan, ROC
- The iEGG and Animal Biotechnology Research Center, National Chung Hsing University, Taichung, Taiwan, ROC
| | - Kang-Yang Jih
- Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Neurology, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan, ROC
- Department of Physiology, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Fang-Chi Hsu
- Department of Life Sciences, National Chung Hsing University, Taichung, Taiwan, ROC
| | - Yi-Chu Liao
- Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Neurology, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan, ROC
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Chih-Chao Yang
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Yi-Chung Lee
- Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Neurology, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan, ROC
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
- Department of Biological Science and Technology, College of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan, ROC
- Center for Intelligent Drug Systems and Smart Bio-devices (IDS2B), National Yang Ming Chiao Tung University, Hsinchu, Taiwan, ROC
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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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Esser EL, Lahme L, Dierse S, Diener R, Eter N, Wiendl H, Duning T, Pawlowski M, Krämer J, Alnawaiseh M. Quantitative Analysis of Retinal Perfusion in Patients with Frontotemporal Dementia Using Optical Coherence Tomography Angiography. Diagnostics (Basel) 2024; 14:211. [PMID: 38248087 PMCID: PMC10814824 DOI: 10.3390/diagnostics14020211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 01/04/2024] [Accepted: 01/15/2024] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND Optical coherence tomography angiography (OCT-A) provides detailed visualization of the perfusion of the vascular network of the eye. While in other forms of dementia, such as Alzheimer's disease and mild cognitive impairment, reduced retinal perfusion was frequently reported, data of patients with frontotemporal dementia (FTD) are lacking. OBJECTIVE Retinal and optic nerve head perfusion was evaluated in patients with FTD with OCT-A. Quantitative OCT-A metrics were analyzed and correlated with clinical markers and vascular cerebral lesions in FTD patients. METHODS OCT-A was performed in 18 eyes of 18 patients with FTD and 18 eyes of 18 healthy participants using RTVue XR Avanti with AngioVue. In addition, patients underwent a detailed ophthalmological, neurological, and neuropsychological examination, cerebral magnetic resonance imaging (MRI), and lumbar puncture. RESULTS The flow density in the optic nerve head (ONH) and in the superficial capillary plexus (SCP) of the macula of patients was significantly lower compared to that of healthy controls (p < 0.001). Similarly, the VD in the deep capillary plexus (DCP) of the macula of patients was significantly lower compared to that of healthy controls (p < 0.001). There was no significant correlation between the flow density data, white matter lesions in brain MRI, cognitive deficits, and cerebrospinal fluid markers of dementia. CONCLUSIONS Patients with FTD showed a reduced flow density in the ONH, and in the superficial and deep retinal capillary plexus of the macula, when compared with that of healthy controls. Quantitative analyses of retinal perfusion using OCT-A may therefore help in the diagnosis and monitoring of FTD. Larger and longitudinal studies are necessary to evaluate if OCT-A is a suitable biomarker for patients with FTD.
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Affiliation(s)
- Eliane Luisa Esser
- Department of Ophthalmology, University Hospital Münster, Albert- Schweitzer-Campus 1, Building D15, 48149 Münster, Germany (M.A.)
| | - Larissa Lahme
- Department of Ophthalmology, University Hospital Münster, Albert- Schweitzer-Campus 1, Building D15, 48149 Münster, Germany (M.A.)
| | - Sebastian Dierse
- Department of Ophthalmology, University Hospital Münster, Albert- Schweitzer-Campus 1, Building D15, 48149 Münster, Germany (M.A.)
| | - Raphael Diener
- Department of Ophthalmology, University Hospital Münster, Albert- Schweitzer-Campus 1, Building D15, 48149 Münster, Germany (M.A.)
| | - Nicole Eter
- Department of Ophthalmology, University Hospital Münster, Albert- Schweitzer-Campus 1, Building D15, 48149 Münster, Germany (M.A.)
| | - Heinz Wiendl
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Albert-Schweitzer-Campus 1, Building A1, 48149 Münster, Germany
| | - Thomas Duning
- Department of Neurology, Klinikum Bremen-Ost, 28325 Bremen, Germany
| | - Matthias Pawlowski
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Albert-Schweitzer-Campus 1, Building A1, 48149 Münster, Germany
| | - Julia Krämer
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Albert-Schweitzer-Campus 1, Building A1, 48149 Münster, Germany
| | - Maged Alnawaiseh
- Department of Ophthalmology, University Hospital Münster, Albert- Schweitzer-Campus 1, Building D15, 48149 Münster, Germany (M.A.)
- Department of Ophthalmology, Klinikum Bielefeld, 33604 Bielefeld, Germany
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10
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Sattler R, Traynor BJ, Robertson J, Van Den Bosch L, Barmada SJ, Svendsen CN, Disney MD, Gendron TF, Wong PC, Turner MR, Boxer A, Babu S, Benatar M, Kurnellas M, Rohrer JD, Donnelly CJ, Bustos LM, Van Keuren-Jensen K, Dacks PA, Sabbagh MN. Roadmap for C9ORF72 in Frontotemporal Dementia and Amyotrophic Lateral Sclerosis: Report on the C9ORF72 FTD/ALS Summit. Neurol Ther 2023; 12:1821-1843. [PMID: 37847372 PMCID: PMC10630271 DOI: 10.1007/s40120-023-00548-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Accepted: 09/14/2023] [Indexed: 10/18/2023] Open
Abstract
A summit held March 2023 in Scottsdale, Arizona (USA) focused on the intronic hexanucleotide expansion in the C9ORF72 gene and its relevance in frontotemporal dementia (FTD) and amyotrophic lateral sclerosis (ALS; C9ORF72-FTD/ALS). The goal of this summit was to connect basic scientists, clinical researchers, drug developers, and individuals affected by C9ORF72-FTD/ALS to evaluate how collaborative efforts across the FTD-ALS disease spectrum might break down existing disease silos. Presentations and discussions covered recent discoveries in C9ORF72-FTD/ALS disease mechanisms, availability of disease biomarkers and recent advances in therapeutic development, and clinical trial design for prevention and treatment for individuals affected by C9ORF72-FTD/ALS and asymptomatic pathological expansion carriers. The C9ORF72-associated hexanucleotide repeat expansion is an important locus for both ALS and FTD. C9ORF72-FTD/ALS may be characterized by loss of function of the C9ORF72 protein and toxic gain of functions caused by both dipeptide repeat (DPR) proteins and hexanucleotide repeat RNA. C9ORF72-FTD/ALS therapeutic strategies discussed at the summit included the use of antisense oligonucleotides, adeno-associated virus (AAV)-mediated gene silencing and gene delivery, and engineered small molecules targeting RNA structures associated with the C9ORF72 expansion. Neurofilament light chain, DPR proteins, and transactive response (TAR) DNA-binding protein 43 (TDP-43)-associated molecular changes were presented as biomarker candidates. Similarly, brain imaging modalities (i.e., magnetic resonance imaging [MRI] and positron emission tomography [PET]) measuring structural, functional, and metabolic changes were discussed as important tools to monitor individuals affected with C9ORF72-FTD/ALS, at both pre-symptomatic and symptomatic disease stages. Finally, summit attendees evaluated current clinical trial designs available for FTD or ALS patients and concluded that therapeutics relevant to FTD/ALS patients, such as those specifically targeting C9ORF72, may need to be tested with composite endpoints covering clinical symptoms of both FTD and ALS. The latter will require novel clinical trial designs to be inclusive of all patient subgroups spanning the FTD/ALS spectrum.
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Affiliation(s)
- Rita Sattler
- Barrow Neurological Institute, 2910 N Third Ave, Phoenix, AZ, 85013, USA.
| | - Bryan J Traynor
- Neuromuscular Diseases Research Section, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Janice Robertson
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, ON, Canada
| | - Ludo Van Den Bosch
- VIB, Center for Brain & Disease Research, Laboratory of Neurobiology and KU Leuven, Leuven, Belgium
- Department of Neurosciences, Experimental Neurology and Leuven Brain Institute (LBI), University of Leuven, Leuven, Belgium
| | - Sami J Barmada
- Department of Neurology, Neuroscience Program, University of Michigan, Ann Arbor, MI, USA
| | - Clive N Svendsen
- Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Matthew D Disney
- Department of Chemistry, The Herbert Wertheim UF-Scripps Institute for Biomedical Research and Innovation, The Scripps Research Institute, Jupiter, FL, USA
| | - Tania F Gendron
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Philip C Wong
- Departments of Pathology and Neuroscience, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Martin R Turner
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Adam Boxer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of San Francisco, San Francisco, CA, USA
| | - Suma Babu
- Sean M. Healey and AMG Center for ALS and the Neurological Clinical Research Institute, Massachusetts General Hospital-Harvard Medical School, Boston, MA, USA
| | - Michael Benatar
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, 33129, USA
| | | | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Christopher J Donnelly
- LiveLikeLou Center for ALS Research, Brain Institute, University of Pittsburgh, Pittsburgh, USA
- Department of Neurobiology, University of Pittsburgh School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Lynette M Bustos
- Barrow Neurological Institute, 2910 N Third Ave, Phoenix, AZ, 85013, USA
| | | | - Penny A Dacks
- The Association for Frontotemporal Degeneration and FTD Disorders Registry, King of Prussia, PA, USA
| | - Marwan N Sabbagh
- Barrow Neurological Institute, 2910 N Third Ave, Phoenix, AZ, 85013, USA.
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11
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Abstract
PURPOSE OF REVIEW Frontotemporal dementia (FTD) is a clinically, pathologically and genetically heterogeneous disorder. Whilst disease modifying therapy trials are mostly focused on the symptomatic phase, future studies will move earlier in the disease aiming to prevent symptom onset. This review summarizes the recent work to better understand this presymptomatic period. RECENT FINDINGS The presymptomatic phase can be split into preclinical and prodromal stages. The onset of the preclinical phase is defined by the first presence of pathological inclusions of tau, TDP-43 or fused in sarcoma in the brain. Definitive biomarkers of these pathologies do not yet exist for FTD. The prodromal phase is defined by the onset of mild symptoms. Recent work has highlighted the wide phenotypic spectrum that occurs, with the concept of mild cognitive ± behavioural ± motor impairment (MCBMI) being put forward, and additions to scales such as the CDR plus NACC FTLD now incorporating neuropsychiatric and motor symptoms. SUMMARY It will be important to better characterize the presymptomatic period moving forward and develop robust biomarkers that can be used both for stratification and outcome measures in prevention trials. The work of the FTD Prevention Initiative aims to facilitate this by bringing together data from natural history studies across the world.
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Affiliation(s)
- Lucy L Russell
- Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
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12
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Lindner T, Bolar DS, Achten E, Barkhof F, Bastos-Leite AJ, Detre JA, Golay X, Günther M, Wang DJJ, Haller S, Ingala S, Jäger HR, Jahng GH, Juttukonda MR, Keil VC, Kimura H, Ho ML, Lequin M, Lou X, Petr J, Pinter N, Pizzini FB, Smits M, Sokolska M, Zaharchuk G, Mutsaerts HJMM. Current state and guidance on arterial spin labeling perfusion MRI in clinical neuroimaging. Magn Reson Med 2023; 89:2024-2047. [PMID: 36695294 PMCID: PMC10914350 DOI: 10.1002/mrm.29572] [Citation(s) in RCA: 70] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 12/16/2022] [Accepted: 12/19/2022] [Indexed: 01/26/2023]
Abstract
This article focuses on clinical applications of arterial spin labeling (ASL) and is part of a wider effort from the International Society for Magnetic Resonance in Medicine (ISMRM) Perfusion Study Group to update and expand on the recommendations provided in the 2015 ASL consensus paper. Although the 2015 consensus paper provided general guidelines for clinical applications of ASL MRI, there was a lack of guidance on disease-specific parameters. Since that time, the clinical availability and clinical demand for ASL MRI has increased. This position paper provides guidance on using ASL in specific clinical scenarios, including acute ischemic stroke and steno-occlusive disease, arteriovenous malformations and fistulas, brain tumors, neurodegenerative disease, seizures/epilepsy, and pediatric neuroradiology applications, focusing on disease-specific considerations for sequence optimization and interpretation. We present several neuroradiological applications in which ASL provides unique information essential for making the diagnosis. This guidance is intended for anyone interested in using ASL in a routine clinical setting (i.e., on a single-subject basis rather than in cohort studies) building on the previous ASL consensus review.
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Affiliation(s)
- Thomas Lindner
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Divya S. Bolar
- Center for Functional Magnetic Resonance Imaging, Department of Radiology, University of California San Diego, San Diego, CA, USA
| | - Eric Achten
- Department of Radiology and Nuclear Medicine, Ghent University, Ghent, Belgium
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Amsterdam, The Netherlands; Queen Square Institute of Neurology and Centre for Medical Image Computing, University College London, UK
| | | | - John A. Detre
- Department of Neurology, University of Pennsylvania, Philadelphia PA USA
| | - Xavier Golay
- UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Matthias Günther
- (1) University Bremen, Germany; (2) Fraunhofer MEVIS, Bremen, Germany; (3) mediri GmbH, Heidelberg, Germany
| | - Danny JJ Wang
- Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles CA USA
| | - Sven Haller
- (1) CIMC - Centre d’Imagerie Médicale de Cornavin, Place de Cornavin 18, 1201 Genève 1201 Genève (2) Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden (3) Faculty of Medicine of the University of Geneva, Switzerland. Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, P. R. China
| | - Silvia Ingala
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Hans R Jäger
- UCL Queen Square Institute of Neuroradiology, University College London, London, UK
| | - Geon-Ho Jahng
- Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Republic of Korea
| | - Meher R. Juttukonda
- (1) Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown MA USA (2) Department of Radiology, Harvard Medical School, Boston MA USA
| | - Vera C. Keil
- Department of Radiology and Nuclear Medicine, Cancer Center Amsterdam, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Hirohiko Kimura
- Department of Radiology, Faculty of Medical sciences, University of Fukui, Fukui, JAPAN
| | - Mai-Lan Ho
- Nationwide Children’s Hospital and The Ohio State University, Columbus, OH, USA
| | - Maarten Lequin
- Division Imaging & Oncology, Department of Radiology & Nuclear Medicine | University Medical Center Utrecht & Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Xin Lou
- Department of Radiology, Chinese PLA General Hospital, Beijing, China
| | - Jan Petr
- (1) Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany (2) Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Nandor Pinter
- Dent Neurologic Institute, Buffalo, NY, USA. University at Buffalo Neurosurgery, Buffalo, NY, USA
| | - Francesca B. Pizzini
- Radiology Institute, Dept. of Diagnostic and Public Health, University of Verona, Verona, Italy
| | - Marion Smits
- (1) Department of Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands (2) The Brain Tumour Centre, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Magdalena Sokolska
- Department of Medical Physics and Biomedical Engineering University College London Hospitals NHS Foundation Trust, UK
| | | | - Henk JMM Mutsaerts
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Amsterdam, The Netherlands
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13
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Ahmadi K, Pereira JB, Berron D, Vogel J, Ingala S, Strandberg OT, Janelidze S, Barkhof F, Pfeuffer J, Knutsson L, van Westen D, Palmqvist S, Mutsaerts HJ, Hansson O. Gray matter hypoperfusion is a late pathological event in the course of Alzheimer's disease. J Cereb Blood Flow Metab 2023; 43:565-580. [PMID: 36412244 PMCID: PMC10063832 DOI: 10.1177/0271678x221141139] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Several studies have shown decreased cerebral blood flow (CBF) in Alzheimer's disease (AD). However, the role of hypoperfusion in the disease pathogenesis remains unclear. Combining arterial spin labeling MRI, PET, and CSF biomarkers, we investigated the associations between gray matter (GM)-CBF and the key mechanisms in AD including amyloid-β (Aβ) and tau pathology, synaptic and axonal degeneration. Further, we applied a disease progression modeling to characterize the temporal sequence of different AD biomarkers. Lower perfusion was observed in temporo-occipito-parietal cortex in the Aβ-positive cognitively impaired compared to both Aβ-negative and Aβ-positive cognitively unimpaired individuals. In participants along the AD spectrum, GM-CBF was associated with tau, synaptic and axonal dysfunction, but not Aβ in similar cortical regions. Axonal degeneration was further associated with hypoperfusion in cognitively unimpaired individuals. Disease progression modeling revealed that GM-CBF disruption Followed the abnormality of biomarkers of Aβ, tau and brain atrophy. These findings indicate that tau tangles and neurodegeneration are more closely connected with GM-CBF changes than Aβ pathology. Although subjected to the sensitivity of the employed neuroimaging techniques and the modeling approach, these findings suggest that hypoperfusion might not be an early event associated with the build-up of Aβ in preclinical phase of AD.
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Affiliation(s)
- Khazar Ahmadi
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Lund, Sweden.,Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, Bochum, Germany
| | - Joana B Pereira
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Lund, Sweden.,Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm, Sweden
| | - David Berron
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Jacob Vogel
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Silvia Ingala
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, Location VUmc, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Olof T Strandberg
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Shorena Janelidze
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, Location VUmc, Amsterdam Neuroscience, Amsterdam, the Netherlands.,Queen's Square Institute of Neurology and Centre for Medical Image Computing, University College London, London, UK
| | - Josef Pfeuffer
- Application Development, Siemens Healthcare, Erlangen, Germany
| | - Linda Knutsson
- Department of Medical Radiation Physics, Lund University, Lund, Sweden.,The Russell H. Morgan Department of Radiology and Radiological Science, Division of MR Research, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Danielle van Westen
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Lund, Sweden.,Diagnostic Radiology, Lund University, Lund, Sweden
| | - Sebastian Palmqvist
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Lund, Sweden.,Department of Neurology, Skåne University Hospital, Lund, Sweden
| | - Henk Jmm Mutsaerts
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, Location VUmc, Amsterdam Neuroscience, Amsterdam, the Netherlands.,Queen's Square Institute of Neurology and Centre for Medical Image Computing, University College London, London, UK
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Lund, Sweden.,Memory Clinic, Skåne University Hospital, Malmö, Sweden
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14
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Kecheliev V, Boss L, Maheshwari U, Konietzko U, Keller A, Razansky D, Nitsch RM, Klohs J, Ni R. Aquaporin 4 is differentially increased and dislocated in association with tau and amyloid-beta. Life Sci 2023; 321:121593. [PMID: 36934970 DOI: 10.1016/j.lfs.2023.121593] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Revised: 03/08/2023] [Accepted: 03/14/2023] [Indexed: 03/19/2023]
Abstract
AIMS Neurovascular-glymphatic dysfunction plays an important role in Alzheimer's disease and has been analysed mainly in relation to amyloid-beta (Aβ) pathology. Here, we aim to investigate the neurovascular alterations and mapping of aquaporin 4 (AQP4) distribution and dislocation associated with tau and Aβ. MATERIALS AND METHODS Perfusion, susceptibility weighted imaging and structural magnetic resonance imaging (MRI) were performed in the pR5 mouse model of 4-repeat tau and the arcAβ mouse model of amyloidosis. Immunofluorescence staining was performed using antibodies against AQP4, vessel, astroglia, microglia, phospho-tau and Aβ in brain tissue slices from pR5, arcAβ and non-transgenic mice. KEY FINDINGS pR5 mice showed regional atrophy, preserved cerebral blood flow, and reduced cerebral vessel density compared to non-transgenic mice, while arcAβ mice showed cerebral microbleeds and reduced cerebral vessel density. AQP4 dislocation and peri-tau enrichment in the hippocampus and increased AQP4 levels in the cortex and hippocampus were detected in pR5 mice compared to non-transgenic mice. In comparison, cortical AQP4 dislocation and cortical/hippocampal peri-plaque increases were observed in arcAβ mice. Increased expression of reactive astrocytes were detected around the tau inclusions in pR5 mice and Aβ plaques in arcAβ mice. SIGNIFICANCE We demonstrated the neurovascular alterations, microgliosis, astrogliosis and increased AQP4 regional expression in pR5 tau and arcAβ mice. We observed a divergent region-specific AQP4 dislocation and association with phospho-tau and Aβ pathologies.
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Affiliation(s)
- Vasil Kecheliev
- Institute for Regenerative Medicine, University of Zurich, Zurich, Switzerland
| | - Leo Boss
- Institute for Regenerative Medicine, University of Zurich, Zurich, Switzerland
| | - Upasana Maheshwari
- Department of Neurosurgery, Clinical Neuroscience Center, Zürich University Hospital, Zurich, Switzerland
| | - Uwe Konietzko
- Institute for Regenerative Medicine, University of Zurich, Zurich, Switzerland
| | - Annika Keller
- Department of Neurosurgery, Clinical Neuroscience Center, Zürich University Hospital, Zurich, Switzerland; Zentrum für Neurowissenschaften Zurich, Zurich, Switzerland
| | - Daniel Razansky
- Zentrum für Neurowissenschaften Zurich, Zurich, Switzerland; Institute for Biomedical Engineering, ETH Zurich & University of Zurich, Zurich, Switzerland
| | - Roger M Nitsch
- Institute for Regenerative Medicine, University of Zurich, Zurich, Switzerland; Zentrum für Neurowissenschaften Zurich, Zurich, Switzerland
| | - Jan Klohs
- Institute for Biomedical Engineering, ETH Zurich & University of Zurich, Zurich, Switzerland
| | - Ruiqing Ni
- Institute for Regenerative Medicine, University of Zurich, Zurich, Switzerland; Zentrum für Neurowissenschaften Zurich, Zurich, Switzerland; Institute for Biomedical Engineering, ETH Zurich & University of Zurich, Zurich, Switzerland.
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15
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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: 2.0] [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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Wu S, Tyler LK, Henson RNA, Rowe JB, Cam-Can, Tsvetanov KA. Cerebral blood flow predicts multiple demand network activity and fluid intelligence across the adult lifespan. Neurobiol Aging 2023; 121:1-14. [PMID: 36306687 PMCID: PMC7613814 DOI: 10.1016/j.neurobiolaging.2022.09.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 09/13/2022] [Accepted: 09/14/2022] [Indexed: 10/14/2022]
Abstract
The preservation of cognitive function in old age is a public health priority. Cerebral hypoperfusion is a hallmark of dementia but its impact on maintaining cognitive ability across the lifespan is less clear. We investigated the relationship between baseline cerebral blood flow (CBF) and blood oxygenation level-dependent (BOLD) response during a fluid reasoning task in a population-based adult lifespan cohort. As age differences in CBF could lead to non-neuronal contributions to the BOLD signal, we introduced commonality analysis to neuroimaging to dissociate performance-related CBF effects from the physiological confounding effects of CBF on the BOLD response. Accounting for CBF, we confirmed that performance- and age-related differences in BOLD responses in the multiple-demand network were implicated in fluid reasoning. Age differences in CBF explained not only performance-related BOLD responses but also performance-independent BOLD responses. Our results suggest that CBF is important for maintaining cognitive function, while its non-neuronal contributions to BOLD signals reflect an age-related confound. Maintaining perfusion into old age may serve to support brain function and preserve cognitive performance.
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Affiliation(s)
- Shuyi Wu
- Centre for Speech, Language and the Brain, Department of Psychology, University of Cambridge, Cambridge, UK; Department of Management, School of Business, Hong Kong Baptist University, Hong Kong, China
| | - Lorraine K Tyler
- Centre for Speech, Language and the Brain, Department of Psychology, University of Cambridge, Cambridge, UK
| | - Richard N A Henson
- Medical Research Council Cognition and Brain Sciences Unit, Department of Psychiatry, Cambridge, UK
| | - James B Rowe
- Medical Research Council Cognition and Brain Sciences Unit, Department of Psychiatry, Cambridge, UK; Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Cam-Can
- Centre for Speech, Language and the Brain, Department of Psychology, University of Cambridge, Cambridge, UK; Medical Research Council Cognition and Brain Sciences Unit, Department of Psychiatry, Cambridge, UK
| | - Kamen A Tsvetanov
- Centre for Speech, Language and the Brain, Department of Psychology, University of Cambridge, Cambridge, UK; Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.
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Reid M, Tadros GS, McDougall CC, Reaume N, McDougall B, Sah RG, Wang M, Smith EE, Frayne R, Coutts S, Sajobi T, Longman RS, d'Esterre CD, Barber P. Arterial spin labelling reveals multi-regional cerebral hypoperfusion in patients with transient ischemic attack that are unrelated to ischemia location: A proof-of-concept study. CEREBRAL CIRCULATION - COGNITION AND BEHAVIOR 2023; 4:100164. [PMID: 37124951 PMCID: PMC10130071 DOI: 10.1016/j.cccb.2023.100164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 04/11/2023] [Accepted: 04/12/2023] [Indexed: 05/02/2023]
Abstract
Background and Aims Patients with transient ischemic attack (TIA) have a substantially increased risk of early dementia. In this exploratory study, we aim to determine whether patients with TIA have 1) measurable regional cerebral hypoperfusion unrelated to the location of ischemia, and 2) determine the relationship of regional cerebral blood flow (rCBF) with their cognitive profiles. Methods Patients with TIA (N = 49) and seventy-nine (N = 79) age and sex matched controls underwent formal neuropsychological testing and MRI. Quantitative arterial spin labelling rCBF maps (mL/min/100 g) were registered to the corresponding high resolution T1-weighted image. Linear regression was used to determine the association between demographic, clinical and cognitive variables and rCBF. Results Patients with TIA had significantly (p < 0.05) lower cognitive scores in the MMSE, MOCA, ACE-R, WAIS-IV DS Coding and Trail Making Tests A and B compared to controls. TIA patients had significantly lower rCBF in the left entorhinal cortex (p = 0.03), right posterior cingulate (p = 0.04), and right precuneus (p = 0.05), after adjusting for age and sex, that were unrelated to the regional anatomical volume and DWI positivity. Regional hypoperfusion in the right posterior cingulate and right precuneus was associated with impaired visual memory (BVMT total, p = 0.05 for both regions) and slower processing speed (TMT A, p = 0.04 and p = 0.01), respectively after adjusting for age and sex. Conclusions TIA patients have patterns of regional hypoperfusion in multiple cortical regions unrelated to the parcellated regional anatomical volume or the presence of a DWI lesion. Regional hypoperfusion in patients with TIA may be an early marker conferring risk of future cognitive decline that needs to be confirmed by future studies.
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Affiliation(s)
- Meaghan Reid
- Department of Medical Sciences, University of Calgary, Calgary, AB, Canada
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Seaman Family MR Center, Foothills Medical Centre, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - George S. Tadros
- Seaman Family MR Center, Foothills Medical Centre, Calgary, AB, Canada
- Department of Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Connor C. McDougall
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Department of Mechanical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
| | - Noaah Reaume
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Seaman Family MR Center, Foothills Medical Centre, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Brooklyn McDougall
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Seaman Family MR Center, Foothills Medical Centre, Calgary, AB, Canada
| | - Rani Gupta Sah
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Seaman Family MR Center, Foothills Medical Centre, Calgary, AB, Canada
- Department of Neurosciences, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Meng Wang
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Eric E. Smith
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Department of Neurosciences, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Richard Frayne
- Seaman Family MR Center, Foothills Medical Centre, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Shelagh Coutts
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Seaman Family MR Center, Foothills Medical Centre, Calgary, AB, Canada
- Department of Neurosciences, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Tolulope Sajobi
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - R. Stewart Longman
- Department of Psychology, University of Calgary, Calgary, AB, Canada
- Neuropsychology Service, Foothills Medical Centre, Calgary, AB, Canada
| | - Christopher D. d'Esterre
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Seaman Family MR Center, Foothills Medical Centre, Calgary, AB, Canada
- Department of Mechanical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Philip Barber
- Calgary Stroke Program, Department of Clinical Neurosciences, Foothills Medical Centre, Calgary, AB, Canada
- Seaman Family MR Center, Foothills Medical Centre, Calgary, AB, Canada
- Department of Mechanical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
- Correspond author at: Calgary Stroke Program, Departments of Clinical Neurosciences, University of Calgary, 3330 Hospital Drive NW, Calgary, AB T2N 4N1, 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: 1.3] [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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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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20
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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: 10] [Impact Index Per Article: 3.3] [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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How can we define the presymptomatic C9orf72 disease in 2022? An overview on the current definitions of preclinical and prodromal phases. Rev Neurol (Paris) 2022; 178:426-436. [PMID: 35525633 DOI: 10.1016/j.neurol.2022.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 03/08/2022] [Indexed: 11/24/2022]
Abstract
Repeat expansions in C9orf72 gene are the main genetic cause of frontotemporal dementia, amyotrophic lateral sclerosis and related phenotypes. With the advent of disease-modifying treatments, the presymptomatic disease phase is getting increasing interest as an ideal time window in which innovant therapeutic approaches could be administered. Recommendations issued from international study groups distinguish between a preclinical disease stage, during which lesions accumulate in absence of any symptoms or signs, and a prodromal stage, marked by the appearance the first subtle cognitive, behavioral, psychiatric and motor signs, before the full-blown disease. This paper summarizes the current definitions and criteria for these stages, in particular focusing on how fluid-based, neuroimaging and cognitive biomarkers can be useful to monitor disease trajectory across the presymptomatic phase, as well as to detect the earliest signs of clinical conversion. Continuous advances in the knowledge of C9orf72 pathophysiology, and the integration of biomarkers in the clinical evaluation of mutation carriers will allow a better diagnostic definition of C9orf72 disease spectrum from the earliest stages, with relevant impact on the possibility of disease prevention.
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Benatar M, Wuu J, McHutchison C, Postuma RB, Boeve BF, Petersen R, Ross CA, Rosen H, Arias JJ, Fradette S, McDermott MP, Shefner J, Stanislaw C, Abrahams S, Cosentino S, Andersen PM, Finkel RS, Granit V, Grignon AL, Rohrer JD, McMillan CT, Grossman M, Al-Chalabi A, Turner MR. Preventing amyotrophic lateral sclerosis: insights from pre-symptomatic neurodegenerative diseases. Brain 2022; 145:27-44. [PMID: 34677606 PMCID: PMC8967095 DOI: 10.1093/brain/awab404] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [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: 09/16/2021] [Accepted: 10/08/2021] [Indexed: 11/12/2022] Open
Abstract
Significant progress has been made in understanding the pre-symptomatic phase of amyotrophic lateral sclerosis. While much is still unknown, advances in other neurodegenerative diseases offer valuable insights. Indeed, it is increasingly clear that the well-recognized clinical syndromes of Alzheimer's disease, Parkinson's disease, Huntington's disease, spinal muscular atrophy and frontotemporal dementia are also each preceded by a pre-symptomatic or prodromal period of varying duration, during which the underlying disease process unfolds, with associated compensatory changes and loss of inherent system redundancy. Key insights from these diseases highlight opportunities for discovery in amyotrophic lateral sclerosis. The development of biomarkers reflecting amyloid and tau has led to a shift in defining Alzheimer's disease based on inferred underlying histopathology. Parkinson's disease is unique among neurodegenerative diseases in the number and diversity of non-genetic biomarkers of pre-symptomatic disease, most notably REM sleep behaviour disorder. Huntington's disease benefits from an ability to predict the likely timing of clinically manifest disease based on age and CAG-repeat length alongside reliable neuroimaging markers of atrophy. Spinal muscular atrophy clinical trials have highlighted the transformational value of early therapeutic intervention, and studies in frontotemporal dementia illustrate the differential role of biomarkers based on genotype. Similar advances in amyotrophic lateral sclerosis would transform our understanding of key events in pathogenesis, thereby dramatically accelerating progress towards disease prevention. Deciphering the biology of pre-symptomatic amyotrophic lateral sclerosis relies on a clear conceptual framework for defining the earliest stages of disease. Clinically manifest amyotrophic lateral sclerosis may emerge abruptly, especially among those who harbour genetic mutations associated with rapidly progressive amyotrophic lateral sclerosis. However, the disease may also evolve more gradually, revealing a prodromal period of mild motor impairment preceding phenoconversion to clinically manifest disease. Similarly, cognitive and behavioural impairment, when present, may emerge gradually, evolving through a prodromal period of mild cognitive impairment or mild behavioural impairment before progression to amyotrophic lateral sclerosis. Biomarkers are critically important to studying pre-symptomatic amyotrophic lateral sclerosis and essential to efforts to intervene therapeutically before clinically manifest disease emerges. The use of non-genetic biomarkers, however, presents challenges related to counselling, informed consent, communication of results and limited protections afforded by existing legislation. Experiences from pre-symptomatic genetic testing and counselling, and the legal protections against discrimination based on genetic data, may serve as a guide. Building on what we have learned-more broadly from other pre-symptomatic neurodegenerative diseases and specifically from amyotrophic lateral sclerosis gene mutation carriers-we present a road map to early intervention, and perhaps even disease prevention, for all forms of amyotrophic lateral sclerosis.
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Affiliation(s)
- Michael Benatar
- Department of Neurology, University of Miami, Miami, FL, USA
| | - Joanne Wuu
- Department of Neurology, University of Miami, Miami, FL, USA
| | - Caroline McHutchison
- Human Cognitive Neuroscience, Department of Psychology, University of Edinburgh, Edinburgh, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, Edinburgh, UK
| | - Ronald B Postuma
- Department of Neurology, Montreal Neurological Institute, McGill University, Montreal, Canada
| | | | | | - Christopher A Ross
- Division of Neurobiology, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Howard Rosen
- Department of Neurology, University of California San Francisco, CA, USA
| | - Jalayne J Arias
- Department of Neurology, University of California San Francisco, CA, USA
| | | | - Michael P McDermott
- Department of Biostatistics and Computational Biology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
- Department of Neurology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Jeremy Shefner
- Department of Neurology, Barrow Neurological Institute, Phoenix, AZ, USA
| | | | - Sharon Abrahams
- Human Cognitive Neuroscience, Department of Psychology, University of Edinburgh, Edinburgh, UK
- Euan MacDonald Centre for MND Research, University of Edinburgh, Edinburgh, UK
| | | | - Peter M Andersen
- Department of Clinical Science, Neurosciences, Umeå University, Sweden
| | - Richard S Finkel
- Department of Pediatric Medicine, Center for Experimental Neurotherapeutics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Volkan Granit
- Department of Neurology, University of Miami, Miami, FL, USA
| | | | - Jonathan D Rohrer
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, London, UK
| | - Corey T McMillan
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Murray Grossman
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King’s College London, London, UK
- Department of Neurology, King's College Hospital, London, UK
| | - Martin R Turner
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
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23
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Martins D, Brodmann K, Veronese M, Dipasquale O, Mazibuko N, Schuschnig U, Zelaya F, Fotopoulou A, Paloyelis Y. "Less is more": a dose-response account of intranasal oxytocin pharmacodynamics in the human brain. Prog Neurobiol 2022; 211:102239. [PMID: 35122880 DOI: 10.1016/j.pneurobio.2022.102239] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 01/23/2022] [Accepted: 01/31/2022] [Indexed: 12/27/2022]
Abstract
Intranasal oxytocin is attracting attention as a potential treatment for several brain disorders due to promising preclinical results. However, translating findings to humans has been hampered by remaining uncertainties about its pharmacodynamics and the methods used to probe its effects in the human brain. Using a dose-response design (9, 18 and 36 IU), we demonstrate that intranasal oxytocin-induced changes in local regional cerebral blood flow (rCBF) in the amygdala at rest, and in the covariance between rCBF in the amygdala and other key hubs of the brain oxytocin system, follow a dose-response curve with maximal effects for lower doses. Yet, the effects on local rCBF might vary by amygdala subdivision, highlighting the need to qualify dose-response curves within subregion. We further link physiological changes with the density of the oxytocin receptor gene mRNA across brain regions, strengthening our confidence in intranasal oxytocin as a valid approach to engage central targets. Finally, we demonstrate that intranasal oxytocin does not disrupt cerebrovascular reactivity, which corroborates the validity of haemodynamic neuroimaging to probe the effects of intranasal oxytocin in the human brain. DATA AVAILABILITY: Participants did not consent for open sharing of the data. Therefore, data can only be accessed from the corresponding author upon reasonable request.
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Affiliation(s)
- Daniel Martins
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, London SE5 8AF, UK
| | - Katja Brodmann
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, London SE5 8AF, UK
| | - Mattia Veronese
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, London SE5 8AF, UK
| | - Ottavia Dipasquale
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, London SE5 8AF, UK
| | - Ndaba Mazibuko
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, London SE5 8AF, UK
| | | | - Fernando Zelaya
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, London SE5 8AF, UK
| | - Aikaterini Fotopoulou
- Department of Clinical, Educational and Health Psychology, University College London, London, UK
| | - Yannis Paloyelis
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, London SE5 8AF, UK.
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24
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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: 2.0] [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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25
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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: 4.3] [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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Popuri K, Beg MF, Lee H, Balachandar R, Wang L, Sossi V, Jacova C, Baker M, Shahinfard E, Rademakers R, Mackenzie IRA, Hsiung GYR. FDG-PET in presymptomatic C9orf72 mutation carriers. Neuroimage Clin 2021; 31:102687. [PMID: 34049163 PMCID: PMC8170157 DOI: 10.1016/j.nicl.2021.102687] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 04/19/2021] [Accepted: 04/20/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVE Our aim is to investigate patterns of brain glucose metabolism using fluorodeoxyglucose positron emission tomography (FDG-PET) in presymptomatic carriers of the C9orf72 repeat expansion to better understand the early preclinical stages of frontotemporal dementia (FTD). METHODS Structural MRI and FDG-PET were performed on clinically asymptomatic members of families with FTD caused by the C9orf72 repeat expansion (15 presymptomatic mutation carriers, C9orf72+; 20 non-carriers, C9orf72-). Regional glucose metabolism in cerebral and cerebellar gray matter was compared between groups. RESULTS The mean age of the C9orf72+ and C9orf72- groups were 45.3 ± 10.6 and 56.0 ± 11.0 years respectively, and the mean age of FTD onset in their families was 56 ± 7 years. Compared to non-carrier controls, the C9orf72+ group exhibited regional hypometabolism, primarily involving the cingulate gyrus, frontal and temporal neocortices (left > right) and bilateral thalami. CONCLUSIONS The C9orf72 repeat expansion is associated with changes in brain glucose metabolism that are demonstrable up to 10 years prior to symptom onset and before changes in gray matter volume become significant. These findings indicate that FDG-PET may be a particularly sensitive and useful method for investigating and monitoring the earliest stages of FTD in individuals with this underlying genetic basis.
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Affiliation(s)
| | | | - Hyunwoo Lee
- Division of Neurology, Department of Medicine, University of British Columbia
| | | | - Lei Wang
- Departments of Psychiatry and Behavioral Sciences and Radiology, Feinberg School of Medicine, Northwestern University
| | - Vesna Sossi
- Department of Physics and Astronomy, University of British Columbia
| | | | | | - Elham Shahinfard
- Department of Physics and Astronomy, University of British Columbia
| | | | - Ian R A Mackenzie
- Department of Pathology and Laboratory Medicine, University of British Columbia
| | - Ging-Yuek R Hsiung
- Division of Neurology, Department of Medicine, University of British Columbia.
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De Vocht J, Blommaert J, Devrome M, Radwan A, Van Weehaeghe D, De Schaepdryver M, Ceccarini J, Rezaei A, Schramm G, van Aalst J, Chiò A, Pagani M, Stam D, Van Esch H, Lamaire N, Verhaegen M, Mertens N, Poesen K, van den Berg LH, van Es MA, Vandenberghe R, Vandenbulcke M, Van den Stock J, Koole M, Dupont P, Van Laere K, Van Damme P. Use of Multimodal Imaging and Clinical Biomarkers in Presymptomatic Carriers of C9orf72 Repeat Expansion. JAMA Neurol 2021; 77:1008-1017. [PMID: 32421156 PMCID: PMC7417970 DOI: 10.1001/jamaneurol.2020.1087] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Question Can metabolic brain changes be detected in presymptomatic individuals who are carriers of a hexanucleotide repeat expansion in the C9orf72 gene (preSxC9) using time-of-flight fluorine 18–labeled fluorodeoxyglucose positron emission tomographic imaging and magnetic resonance imaging, and what is the association between the mutation and clinical and fluid biomarkers of amyotrophic lateral sclerosis and frontotemporal dementia? Findings In a case-control study including 17 preSxC9 participants and 25 healthy controls, fluorine 18–labeled fluorodeoxyglucose positron emission tomographic imaging noted significant clusters of relative hypometabolism in frontotemporal regions, the insular cortices, basal ganglia, and thalami in the preSxC9 participants. Use of this strategy allowed detection of changes at an individual level. Meaning Glucose metabolic changes appear to occur early in the sequence of events leading to manifest amyotrophic lateral sclerosis and frontotemporal dementia. Fluorine 18–labeled fluorodeoxyglucose positron emission tomographic imaging may provide a sensitive biomarker of a presymptomatic phase of disease. Importance During a time with the potential for novel treatment strategies, early detection of disease manifestations at an individual level in presymptomatic carriers of a hexanucleotide repeat expansion in the C9orf72 gene (preSxC9) is becoming increasingly relevant. Objectives To evaluate changes in glucose metabolism before symptom onset of amyotrophic lateral sclerosis or frontotemporal dementia in preSxC9 using simultaneous fluorine 18–labeled fluorodeoxyglucose ([18F]FDG positron emission tomographic (PET) and magnetic resonance imaging as well as the mutation’s association with clinical and fluid biomarkers. Design, Setting, and Participants A prospective, case-control study enrolled 46 participants from November 30, 2015, until December 11, 2018. The study was conducted at the neuromuscular reference center of the University Hospitals Leuven, Leuven, Belgium. Main Outcomes and Measures Neuroimaging data were spatially normalized and analyzed at the voxel level at a height threshold of P < .001, cluster-level familywise error–corrected threshold of P < .05, and statistical significance was set at P < .05 for the volume-of-interest level analysis, using Benjamini-Hochberg correction for multiple correction. W-score maps were computed using the individuals serving as controls as a reference to quantify the degree of [18F]FDG PET abnormality. The threshold for abnormality on the W-score maps was designated as an absolute W-score greater than or equal to 1.96. Neurofilament levels and performance on cognitive and neurologic examinations were determined. All hypothesis tests were 1-sided. Results Of the 42 included participants, there were 17 with the preSxC9 mutation (12 women [71%]; mean [SD] age, 51 [9] years) and 25 healthy controls (12 women [48%]; mean [SD] age, 47 [10] years). Compared with control participants, significant clusters of relative hypometabolism were found in frontotemporal regions, basal ganglia, and thalami of preSxC9 participants and relative hypermetabolism in the peri-Rolandic region, superior frontal gyrus, and precuneus cortex. W-score frequency maps revealed reduced glucose metabolism with local maxima in the insular cortices, central opercular cortex, and thalami in up to 82% of preSxC9 participants and increased glucose metabolism in the precentral gyrus and precuneus cortex in up to 71% of preSxC9 participants. Other findings in the preSxC9 group were upper motor neuron involvement in 10 participants (59%), cognitive abnormalities in 5 participants (29%), and elevated neurofilament levels in 3 of 16 individuals (19%) who underwent lumbar puncture. Conclusions and Relevance The results suggest that [18F]FDG PET can identify glucose metabolic changes in preSxC9 at an individual level, preceding significantly elevated neurofilament levels and onset of symptoms.
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Affiliation(s)
- Joke De Vocht
- KU Leuven, Department of Neurosciences, Experimental Neurology, B-3000 Leuven, Belgium.,KU Leuven, University Hospitals Leuven, University Psychiatric Center, Adult Psychiatry, B-3000 Leuven, Belgium.,University Hospitals Leuven, Department of Neurology, B-3000 Leuven, Belgium.,VIB - Center of Brain & Disease Research, Laboratory of Neurobiology, B-3000 Leuven, Belgium
| | | | - Martijn Devrome
- KU Leuven, University Hospitals Leuven, Department of Imaging and Pathology, Division of Nuclear Medicine, B-3000 Leuven, Belgium
| | - Ahmed Radwan
- KU Leuven, Department of Imaging and Pathology, Translational MRI, B-3000 Leuven, Belgium
| | - Donatienne Van Weehaeghe
- KU Leuven, University Hospitals Leuven, Department of Imaging and Pathology, Division of Nuclear Medicine, B-3000 Leuven, Belgium
| | - Maxim De Schaepdryver
- KU Leuven, Department of Neurosciences, Laboratory for Molecular Neurobiomarker Research, B-3000 Leuven, Belgium
| | - Jenny Ceccarini
- KU Leuven, University Hospitals Leuven, Department of Imaging and Pathology, Division of Nuclear Medicine, B-3000 Leuven, Belgium
| | - Ahmadreza Rezaei
- KU Leuven, University Hospitals Leuven, Department of Imaging and Pathology, Division of Nuclear Medicine, B-3000 Leuven, Belgium
| | - Georg Schramm
- KU Leuven, University Hospitals Leuven, Department of Imaging and Pathology, Division of Nuclear Medicine, B-3000 Leuven, Belgium
| | - June van Aalst
- KU Leuven, University Hospitals Leuven, Department of Imaging and Pathology, Division of Nuclear Medicine, B-3000 Leuven, Belgium
| | - Adriano Chiò
- ALS Center, Rita Levi Montalcini Department of Neuroscience, University of Turin, Turin, Italy
| | - Marco Pagani
- Institute of Cognitive Sciences and Technologies, CNR, Rome, Italy.,Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Daphne Stam
- KU Leuven, Leuven Brain Institute, Laboratory for Translational Neuropsychiatry, B-3000 Leuven, Belgium
| | - Hilde Van Esch
- University Hospitals Leuven, Center for Human Genetics, B-3000 Leuven, Belgium
| | - Nikita Lamaire
- University Hospitals Leuven, Department of Neurology, B-3000 Leuven, Belgium
| | - Marianne Verhaegen
- KU Leuven, University Hospitals Leuven, University Psychiatric Center, Adult Psychiatry, B-3000 Leuven, Belgium
| | - Nathalie Mertens
- KU Leuven, University Hospitals Leuven, Department of Imaging and Pathology, Division of Nuclear Medicine, B-3000 Leuven, Belgium
| | - Koen Poesen
- KU Leuven, Department of Neurosciences, Laboratory for Molecular Neurobiomarker Research, B-3000 Leuven, Belgium
| | - Leonard H van den Berg
- Brain Center Rudolf Magnus, Department of Neurology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Michael A van Es
- Brain Center Rudolf Magnus, Department of Neurology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Rik Vandenberghe
- University Hospitals Leuven, Department of Neurology, B-3000 Leuven, Belgium.,KU Leuven, Department of Neurosciences, Laboratory for Cognitive Neurology, B-3000 Leuven, Belgium
| | - Mathieu Vandenbulcke
- KU Leuven, Leuven Brain Institute, Laboratory for Translational Neuropsychiatry, B-3000 Leuven, Belgium.,KU Leuven, University Psychiatric Center, Geriatric Psychiatry, B-3000 Leuven, Belgium
| | - Jan Van den Stock
- KU Leuven, Leuven Brain Institute, Laboratory for Translational Neuropsychiatry, B-3000 Leuven, Belgium.,KU Leuven, University Psychiatric Center, Geriatric Psychiatry, B-3000 Leuven, Belgium
| | - Michel Koole
- KU Leuven, University Hospitals Leuven, Department of Imaging and Pathology, Division of Nuclear Medicine, B-3000 Leuven, Belgium
| | - Patrick Dupont
- KU Leuven, Department of Neurosciences, Laboratory for Cognitive Neurology, B-3000 Leuven, Belgium
| | - Koen Van Laere
- KU Leuven, University Hospitals Leuven, Department of Imaging and Pathology, Division of Nuclear Medicine, B-3000 Leuven, Belgium
| | - Philip Van Damme
- KU Leuven, Department of Neurosciences, Experimental Neurology, B-3000 Leuven, Belgium.,University Hospitals Leuven, Department of Neurology, B-3000 Leuven, Belgium.,VIB - Center of Brain & Disease Research, Laboratory of Neurobiology, B-3000 Leuven, Belgium
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Abstract
PURPOSE OF REVIEW Frontotemporal dementia (FTD) is a rare dementia, that accounts for about 15% of all dementia cases. Despite consensus diagnostic criteria, FTD remains difficult to diagnose in life because of its complex and variable clinical phenomenology and heterogeneous disorders. This review provides an update on the current knowledge of the main FTD syndromes -- the behavioural variant, semantic variant, and nonfluent/agrammatic variant-- their brain abnormalities and genetic profiles. RECENT FINDINGS The complexity of the clinical features in FTD has become increasingly apparent, particularly in the domain of behaviour. Such behaviour changes are now also being recognized in the language variants of FTD. Initial interest on emotion processing and social cognition is now complemented by studies on other behavioural disturbance, that spans gambling, antisocial behaviours, repetitive behaviours, and apathy. At a biological level, novel pathological subcategories continue to be identified. From a genetic viewpoint, abnormalities in three genes explain nearly three quarters of familial cases of FTD. SUMMARY In the absence of effective drug treatments, novel approaches are needed to target some of the most disabling features of FTD, such as language loss or behaviour disturbance. Recent interventions appear promising but will require confirmation.
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Li Hi Shing S, McKenna MC, Siah WF, Chipika RH, Hardiman O, Bede P. The imaging signature of C9orf72 hexanucleotide repeat expansions: implications for clinical trials and therapy development. Brain Imaging Behav 2021; 15:2693-2719. [PMID: 33398779 DOI: 10.1007/s11682-020-00429-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/08/2020] [Indexed: 01/14/2023]
Abstract
While C9orf72-specific imaging signatures have been proposed by both ALS and FTD research groups and considerable presymptomatic alterations have also been confirmed in young mutation carriers, considerable inconsistencies exist in the literature. Accordingly, a systematic review of C9orf72-imaging studies has been performed to identify consensus findings, stereotyped shortcomings, and unique contributions to outline future directions. A formal literature review was conducted according to the STROBE guidelines. All identified papers were individually reviewed for sample size, choice of controls, study design, imaging modalities, statistical models, clinical profiling, and identified genotype-associated pathological patterns. A total of 74 imaging papers were systematically reviewed. ALS patients with GGGGCC repeat expansions exhibit relatively limited motor cortex involvement and widespread extra-motor pathology. C9orf72 positive FTD patients often show preferential posterior involvement. Reports of thalamic involvement are relatively consistent across the various phenotypes. Asymptomatic hexanucleotide repeat carriers often exhibit structural and functional changes decades prior to symptom onset. Common shortcomings included sample size limitations, lack of disease-controls, limited clinical profiling, lack of genetic testing in healthy controls, and absence of post mortem validation. There is a striking paucity of longitudinal studies and existing presymptomatic studies have not evaluated the predictive value of radiological changes with regard to age of onset and phenoconversion. With the advent of antisense oligonucleotide therapies, the meticulous characterisation of C9orf72-associated changes has gained practical relevance. Neuroimaging offers non-invasive biomarkers for future clinical trials, presymptomatic ascertainment, diagnostic and prognostic applications.
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Affiliation(s)
- Stacey Li Hi Shing
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Mary Clare McKenna
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - We Fong Siah
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Rangariroyashe H Chipika
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Orla Hardiman
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Peter Bede
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.
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Ahmed RM, Hodges JR, Piguet O. Behavioural Variant Frontotemporal Dementia: Recent Advances in the Diagnosis and Understanding of the Disorder. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1281:1-15. [PMID: 33433865 DOI: 10.1007/978-3-030-51140-1_1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Frontotemporal dementia (FTD), particularly the behavioural variant (bvFTD) form, has fascinated researchers. Recent years have seen an increasing interest in aspects of bvFTD that extend beyond the initial focus on cognitive changes and frontal executive dysfunction. Changes have been identified in aspects including fundamental changes in physiology and metabolism, and cognitive domains such as episodic memory. Work on social cognition has emphasised the importance of a breakdown in interpreting and expressing emotions, while the overlap between psychiatric disorders and bvFTD has been brought into focus by the finding of high rates of psychotic features in carriers of the c9orf72 gene expansion. We review these aspects in the chapter " Behavioural variant frontotemporal dementia: Recent advances in diagnosis and understanding of the disorder" and also potential markers of disease progression and early diagnosis that may aid in the development of treatment options, which have thus far eluded us.
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Affiliation(s)
- Rebekah M Ahmed
- Memory and Cognition Clinic, Department of Clinical Neurosciences, Royal Prince Alfred Hospital, Sydney, NSW, Australia. .,Central Sydney Medical School and Brain & Mind Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
| | - John R Hodges
- Central Sydney Medical School and Brain & Mind Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Olivier Piguet
- School of Psychology and Brain & Mind Centre, The University of Sydney, Sydney, NSW, Australia
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Lulé DE, Müller HP, Finsel J, Weydt P, Knehr A, Winroth I, Andersen P, Weishaupt J, Uttner I, Kassubek J, Ludolph AC. Deficits in verbal fluency in presymptomatic C9orf72 mutation gene carriers-a developmental disorder. J Neurol Neurosurg Psychiatry 2020; 91:1195-1200. [PMID: 32855285 PMCID: PMC7569387 DOI: 10.1136/jnnp-2020-323671] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 06/19/2020] [Accepted: 06/28/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND A mutation in C9orf72 constitute a cross-link between amyotrophic lateral sclerosis (ALS) and fronto-temporal dementia (FTD). At clinical manifestation, both patient groups may present with either cognitive impairment of predominantly behaviour or language (in FTD) or motor dysfunctions (in ALS). METHODS In total, 36 non-symptomatic mutation carriers from ALS or FTD families were examined, including 21 subjects with C9orf72 and 15 with SOD1 mutations. Data were compared with 91 age-matched, education-matched and gender-matched healthy subjects (56 were first-degree relatives from ALS or FTD families, 35 with no known family history of ALS/FTD). MRI scanning for diffusion tensor imaging was performed to map fractional anisotropy (FA). Subjects performed an extensive neuropsychological assessment to address verbal fluency, language, executive, memory and visuospatial function. Measurements were repeated after 12 months. RESULTS C9orf72 expansion carriers performed significantly worse in verbal fluency and non-verbal memory and presented with distinct alterations in structural white matter integrity indicated by lower FA values in inferior and orbitofrontal cortical areas compared with carriers of SOD1 mutations or healthy subjects. Loss of structural integrity was associated with decreased verbal fluency performance. White matter alterations and cognitive performance showed no changes over 12 months in all subjects. DISCUSSION Reduced verbal fluency performance seems to be a distinct clinical feature of C9orf72 carriers before symptomatic disease onset without evidence for change over time in our cohort. The results support the emerging hypothesis of a general disorder in development in addition to neurodegeneration in C9orf72 carriers.
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Affiliation(s)
- Dorothée E Lulé
- Department of Neurology, Neuropsychology, Ulm University, Ulm, Germany
| | | | - Julia Finsel
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Patrick Weydt
- Department of Neurodegenerative Diseases and Gerontopsychiatry, University of Bonn, Bonn, Germany
| | - Antje Knehr
- Department of Neurology, University of Ulm, Ulm, Germany
| | | | | | | | - Ingo Uttner
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Jan Kassubek
- Department of Neurology, University of Ulm, Ulm, Germany
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Chipika RH, Siah WF, McKenna MC, Li Hi Shing S, Hardiman O, Bede P. The presymptomatic phase of amyotrophic lateral sclerosis: are we merely scratching the surface? J Neurol 2020; 268:4607-4629. [PMID: 33130950 DOI: 10.1007/s00415-020-10289-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 10/18/2020] [Accepted: 10/20/2020] [Indexed: 02/06/2023]
Abstract
Presymptomatic studies in ALS have consistently captured considerable disease burden long before symptom manifestation and contributed important academic insights. With the emergence of genotype-specific therapies, however, there is a pressing need to address practical objectives such as the estimation of age of symptom onset, phenotypic prediction, informing the optimal timing of pharmacological intervention, and identifying a core panel of biomarkers which may detect response to therapy. Existing presymptomatic studies in ALS have adopted striking different study designs, relied on a variety of control groups, used divergent imaging and electrophysiology methods, and focused on different genotypes and demographic groups. We have performed a systematic review of existing presymptomatic studies in ALS to identify common themes, stereotyped shortcomings, and key learning points for future studies. Existing presymptomatic studies in ALS often suffer from sample size limitations, lack of disease controls and rarely follow their cohort until symptom manifestation. As the characterisation of presymptomatic processes in ALS serves a multitude of academic and clinical purposes, the careful review of existing studies offers important lessons for future initiatives.
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Affiliation(s)
- Rangariroyashe H Chipika
- Computational Neuroimaging Group (CNG), Biomedical Sciences Institute, Trinity College Dublin, Pearse Street, Dublin, Ireland
| | - We Fong Siah
- Computational Neuroimaging Group (CNG), Biomedical Sciences Institute, Trinity College Dublin, Pearse Street, Dublin, Ireland
| | - Mary Clare McKenna
- Computational Neuroimaging Group (CNG), Biomedical Sciences Institute, Trinity College Dublin, Pearse Street, Dublin, Ireland
| | - Stacey Li Hi Shing
- Computational Neuroimaging Group (CNG), Biomedical Sciences Institute, Trinity College Dublin, Pearse Street, Dublin, Ireland
| | - Orla Hardiman
- Computational Neuroimaging Group (CNG), Biomedical Sciences Institute, Trinity College Dublin, Pearse Street, Dublin, Ireland
| | - Peter Bede
- Computational Neuroimaging Group (CNG), Biomedical Sciences Institute, Trinity College Dublin, Pearse Street, Dublin, Ireland.
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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: 4.2] [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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Yliranta A, Jehkonen M. Limb and face apraxias in frontotemporal dementia: A systematic scoping review. Cortex 2020; 129:529-547. [PMID: 32418629 DOI: 10.1016/j.cortex.2020.03.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 02/12/2020] [Accepted: 03/30/2020] [Indexed: 12/11/2022]
Abstract
PURPOSE To investigate the literature for frequencies, profiles and neural correlates of limb and face apraxias in frontotemporal dementia (FTD). METHOD The search conducted in Ovid Medline, PsycINFO and Scopus yielded 487 non-duplicate records, and 43 were included in the final analysis. RESULTS Apraxias are evident in diverse forms in all clinical variants of FTD within the first four years of the disease. Face apraxia and productive limb apraxia co-occur in the behavioural and nonfluent variants. The logopenic variant resembles Alzheimer's disease in terms of pronounced parietal limb apraxia and absence of face apraxia. The semantic variant exhibits conceptual praxis deficits together with relatively preserved imitation skills. Concerning the genetic variants of FTD, productive limb apraxia is common among carriers of the progranulin gene mutation, and subtle gestural alterations have been documented among carriers of the chromosome 9 open reading frame 72 gene mutation before the expected disease onset. The data on neural correlations suggest that the breakdown of praxis results from bilateral cortical and subcortical damage in FTD and that Alzheimer-type pathology of the cerebrospinal fluid increases the severity of limb apraxia in all of the variants. Face apraxia correlates with degeneration of the medial and superior frontal cortices. CONCLUSIONS Each of the clinical variants of FTD exhibits a characteristic profile of apraxias that may support early differentiation between the variants and from Alzheimer's disease. However, the screening procedures developed for stroke populations seem insufficient, and a multifaceted assessment tool is needed. Although valid and practical tests already exist for dementia populations, a concise selection of test items that covers all of the critical domains is called for.
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Affiliation(s)
- Aino Yliranta
- Neurology Clinic, Lapland Central Hospital, Rovaniemi, Finland; Faculty of Social Sciences, Tampere University, Tampere, Finland.
| | - Mervi Jehkonen
- Faculty of Social Sciences, Tampere University, Tampere, Finland.
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35
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Mutsaerts HJMM, Petr J, Groot P, Vandemaele P, Ingala S, Robertson AD, Václavů L, Groote I, Kuijf H, Zelaya F, O'Daly O, Hilal S, Wink AM, Kant I, Caan MWA, Morgan C, de Bresser J, Lysvik E, Schrantee A, Bjørnebekk A, Clement P, Shirzadi Z, Kuijer JPA, Wottschel V, Anazodo UC, Pajkrt D, Richard E, Bokkers RPH, Reneman L, Masellis M, Günther M, MacIntosh BJ, Achten E, Chappell MA, van Osch MJP, Golay X, Thomas DL, De Vita E, Bjørnerud A, Nederveen A, Hendrikse J, Asllani I, Barkhof F. ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies. Neuroimage 2020; 219:117031. [PMID: 32526385 DOI: 10.1016/j.neuroimage.2020.117031] [Citation(s) in RCA: 80] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 05/29/2020] [Accepted: 06/04/2020] [Indexed: 01/01/2023] Open
Abstract
Arterial spin labeling (ASL) has undergone significant development since its inception, with a focus on improving standardization and reproducibility of its acquisition and quantification. In a community-wide effort towards robust and reproducible clinical ASL image processing, we developed the software package ExploreASL, allowing standardized analyses across centers and scanners. The procedures used in ExploreASL capitalize on published image processing advancements and address the challenges of multi-center datasets with scanner-specific processing and artifact reduction to limit patient exclusion. ExploreASL is self-contained, written in MATLAB and based on Statistical Parameter Mapping (SPM) and runs on multiple operating systems. To facilitate collaboration and data-exchange, the toolbox follows several standards and recommendations for data structure, provenance, and best analysis practice. ExploreASL was iteratively refined and tested in the analysis of >10,000 ASL scans using different pulse-sequences in a variety of clinical populations, resulting in four processing modules: Import, Structural, ASL, and Population that perform tasks, respectively, for data curation, structural and ASL image processing and quality control, and finally preparing the results for statistical analyses on both single-subject and group level. We illustrate ExploreASL processing results from three cohorts: perinatally HIV-infected children, healthy adults, and elderly at risk for neurodegenerative disease. We show the reproducibility for each cohort when processed at different centers with different operating systems and MATLAB versions, and its effects on the quantification of gray matter cerebral blood flow. ExploreASL facilitates the standardization of image processing and quality control, allowing the pooling of cohorts which may increase statistical power and discover between-group perfusion differences. Ultimately, this workflow may advance ASL for wider adoption in clinical studies, trials, and practice.
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Affiliation(s)
- Henk J M M Mutsaerts
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Location VUmc, Amsterdam, the Netherlands; Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Radiology, University Medical Center Utrecht, Utrecht, the Netherlands; Kate Gleason College of Engineering, Rochester Institute of Technology, NY, USA; Ghent Institute for Functional and Metabolic Imaging (GIfMI), Ghent University, Ghent, Belgium.
| | - Jan Petr
- Kate Gleason College of Engineering, Rochester Institute of Technology, NY, USA; Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany
| | - Paul Groot
- Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Pieter Vandemaele
- Ghent Institute for Functional and Metabolic Imaging (GIfMI), Ghent University, Ghent, Belgium
| | - Silvia Ingala
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Location VUmc, Amsterdam, the Netherlands
| | - Andrew D Robertson
- Schlegel-UW Research Institute for Aging, University of Waterloo, Waterloo, Ontario, Canada
| | - Lena Václavů
- C.J. Gorter Center for High Field MRI, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Inge Groote
- Department of Diagnostic Physics, Oslo University Hospital, Oslo, Norway
| | - Hugo Kuijf
- Image Sciences Institute, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Fernando Zelaya
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Owen O'Daly
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Saima Hilal
- Department of Pharmacology, National University of Singapore, Singapore; Memory Aging and Cognition Center, National University Health System, Singapore; Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Alle Meije Wink
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Location VUmc, Amsterdam, the Netherlands
| | - Ilse Kant
- Radiology, University Medical Center Utrecht, Utrecht, the Netherlands; Department of Intensive Care, University Medical Centre, Utrecht, the Netherlands
| | - Matthan W A Caan
- Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, Location Academic Medical Center, Amsterdam, the Netherlands
| | - Catherine Morgan
- School of Psychology and Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Jeroen de Bresser
- Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Elisabeth Lysvik
- Department of Diagnostic Physics, Oslo University Hospital, Oslo, Norway
| | - Anouk Schrantee
- Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Astrid Bjørnebekk
- The Anabolic Androgenic Steroid Research Group, National Advisory Unit on Substance Use Disorder Treatment, Oslo University Hospital, Oslo, Norway
| | - Patricia Clement
- Ghent Institute for Functional and Metabolic Imaging (GIfMI), Ghent University, Ghent, Belgium
| | - Zahra Shirzadi
- Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | - Joost P A Kuijer
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Location VUmc, Amsterdam, the Netherlands
| | - Viktor Wottschel
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Location VUmc, Amsterdam, the Netherlands
| | - Udunna C Anazodo
- Department of Medical Biophysics, University of Western Ontario, London, Canada; Imaging Division, Lawson Health Research Institute, London, Canada
| | - Dasja Pajkrt
- Department of Pediatric Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Centre, Location Academic Medical Center, Amsterdam, the Netherlands
| | - Edo Richard
- Department of Neurology, Donders Institute for Brain, Behavior and Cognition, Radboud University Medical Centre, Nijmegen, the Netherlands; Neurology, Amsterdam University Medical Center, Location Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Reinoud P H Bokkers
- Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Liesbeth Reneman
- Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Mario Masellis
- Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | - Matthias Günther
- Fraunhofer MEVIS, Bremen, Germany; University of Bremen, Bremen, Germany; Mediri GmbH, Heidelberg, Germany
| | | | - Eric Achten
- Ghent Institute for Functional and Metabolic Imaging (GIfMI), Ghent University, Ghent, Belgium
| | - Michael A Chappell
- Institute of Biomedical Engineering, Department of Engineering Science & Wellcome Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, UK
| | - Matthias J P van Osch
- C.J. Gorter Center for High Field MRI, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Xavier Golay
- UCL Queen Square Institute of Neurology, University College London, London, UK
| | - David L Thomas
- UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Enrico De Vita
- Department of Biomedical Engineering, School of Biomedical Engineering & Imaging Sciences, King's College London, King's Health Partners, St Thomas' Hospital, London, SE1 7EH, UK
| | - Atle Bjørnerud
- Department of Diagnostic Physics, Oslo University Hospital, Oslo, Norway; Department of Psychology, University of Oslo, Norway
| | - Aart Nederveen
- Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Centers, Location Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Jeroen Hendrikse
- Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Iris Asllani
- Kate Gleason College of Engineering, Rochester Institute of Technology, NY, USA; Clinical Imaging Sciences Centre, Department of Neuroscience, Brighton and Sussex Medical School, Brighton, UK
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Location VUmc, Amsterdam, the Netherlands; UCL Queen Square Institute of Neurology, University College London, London, UK; Centre for Medical Image Computing (CMIC), Faculty of Engineering Science, University College London, London, UK
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Investigating resting brain perfusion abnormalities and disease target-engagement by intranasal oxytocin in women with bulimia nervosa and binge-eating disorder and healthy controls. Transl Psychiatry 2020; 10:180. [PMID: 32513936 PMCID: PMC7280271 DOI: 10.1038/s41398-020-00871-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 05/19/2020] [Accepted: 05/26/2020] [Indexed: 12/25/2022] Open
Abstract
Advances in the treatment of bulimia nervosa and binge-eating disorder (BN/BED) have been marred by our limited understanding of the underpinning neurobiology. Here we measured regional cerebral blood flow (rCBF) to map resting perfusion abnormalities in women with BN/BED compared with healthy controls and investigate whether intranasal oxytocin (OT), proposed as a potential treatment, can restore perfusion in disorder-related brain circuits. Twenty-four women with BN/BED and 23 healthy women participated in a randomized, double-blind, crossover, placebo-controlled study. We used arterial spin labelling MRI to measure rCBF and the effects of an acute dose of intranasal OT (40 IU) or placebo over 18-26 min post dosing, as we have previously shown robust OT-induced changes in resting rCBF in men in a similar time-window (15-36 min post dosing). We tested for effects of treatment, diagnosis and their interaction on extracted rCBF values in anatomical regions-of-interest previously implicated in BN/BED by other neuroimaging modalities, and conducted exploratory whole-brain analyses to investigate previously unidentified brain regions. We demonstrated that women with BN/BED presented increased resting rCBF in the medial prefrontal and orbitofrontal cortices, anterior cingulate gyrus, posterior insula and middle/inferior temporal gyri bilaterally. Hyperperfusion in these areas specifically correlated with eating symptoms severity in patients. Our data did not support a normalizing effect of intranasal OT on perfusion abnormalities in these patients, at least for the specific dose (40 IU) and post-dosing interval (18-26 min) examined. Our findings enhance our understanding of resting brain abnormalities in BN/BED and identify resting rCBF as a non-invasive potential biomarker for disease-related changes and treatment monitoring. They also highlight the need for a comprehensive investigation of intranasal OT pharmacodynamics in women before we can fully ascertain its therapeutic value in disorders affecting predominantly this gender, such as BN/BED.
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Martins DA, Mazibuko N, Zelaya F, Vasilakopoulou S, Loveridge J, Oates A, Maltezos S, Mehta M, Wastling S, Howard M, McAlonan G, Murphy D, Williams SCR, Fotopoulou A, Schuschnig U, Paloyelis Y. Effects of route of administration on oxytocin-induced changes in regional cerebral blood flow in humans. Nat Commun 2020; 11:1160. [PMID: 32127545 PMCID: PMC7054359 DOI: 10.1038/s41467-020-14845-5] [Citation(s) in RCA: 91] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 02/04/2020] [Indexed: 11/17/2022] Open
Abstract
Could nose-to-brain pathways mediate the effects of peptides such as oxytocin (OT) on brain physiology when delivered intranasally? We address this question by contrasting two methods of intranasal administration (a standard nasal spray, and a nebulizer expected to improve OT deposition in nasal areas putatively involved in direct nose-to-brain transport) to intravenous administration in terms of effects on regional cerebral blood flow during two hours post-dosing. We demonstrate that OT-induced decreases in amygdala perfusion, a key hub of the OT central circuitry, are explained entirely by OT increases in systemic circulation following both intranasal and intravenous OT administration. Yet we also provide robust evidence confirming the validity of the intranasal route to target specific brain regions. Our work has important translational implications and demonstrates the need to carefully consider the method of administration in our efforts to engage specific central oxytocinergic targets for the treatment of neuropsychiatric disorders.
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Affiliation(s)
- D A Martins
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - N Mazibuko
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - F Zelaya
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - S Vasilakopoulou
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - J Loveridge
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - A Oates
- South London and Maudsley NHS Foundation Trust, London, UK
| | - S Maltezos
- Adult Autism and ADHD Service, South London and Maudsley NHS Foundation Trust, London, UK
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - M Mehta
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - S Wastling
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Brain Repair and Rehabilitation, Institute of Neurology, University College London, London, UK
- Lysholm Department of Neuroradiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - M Howard
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - G McAlonan
- Department of Forensic and Neurodevelopmental Science (SM), Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - D Murphy
- Department of Forensic and Neurodevelopmental Science (SM), Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - S C R Williams
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - A Fotopoulou
- Department of Clinical, Educational and Health Psychology, University College London, London, UK
| | | | - Y Paloyelis
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
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Abstract
Cerebral small vessel disease (SVD) is characterized by changes in the pial and parenchymal microcirculations. SVD produces reductions in cerebral blood flow and impaired blood-brain barrier function, which are leading contributors to age-related reductions in brain health. End-organ effects are diverse, resulting in both cognitive and noncognitive deficits. Underlying phenotypes and mechanisms are multifactorial, with no specific treatments at this time. Despite consequences that are already considerable, the impact of SVD is predicted to increase substantially with the growing aging population. In the face of this health challenge, the basic biology, pathogenesis, and determinants of SVD are poorly defined. This review summarizes recent progress and concepts in this area, highlighting key findings and some major unanswered questions. We focus on phenotypes and mechanisms that underlie microvascular aging, the greatest risk factor for cerebrovascular disease and its subsequent effects.
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Affiliation(s)
- T Michael De Silva
- Department of Physiology, Anatomy and Microbiology, School of Life Sciences, La Trobe University, Melbourne Campus, Bundoora, Victoria 3086, Australia;
| | - Frank M Faraci
- Departments of Internal Medicine, Neuroscience, and Pharmacology, Francois M. Abboud Cardiovascular Center, Carver College of Medicine, University of Iowa, Iowa City, Iowa 52242, USA;
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