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Black JA, Pham NTT, Ali F, Machulda MM, Lowe VJ, Josephs KA, Whitwell JL. Frontal hypometabolism in the diagnosis of progressive supranuclear palsy clinical variants. J Neurol 2024; 271:4267-4280. [PMID: 38632125 PMCID: PMC11233235 DOI: 10.1007/s00415-024-12350-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 03/24/2024] [Accepted: 03/25/2024] [Indexed: 04/19/2024]
Abstract
OBJECTIVE Frontal hypometabolism on FDG-PET is observed in progressive supranuclear palsy (PSP), although it is unclear whether it is a feature of all PSP clinical variants and hence whether it is a useful diagnostic feature. We aimed to compare the frequency, severity, and pattern of frontal hypometabolism across PSP variants and determine whether frontal hypometabolism is related to clinical dysfunction. METHODS Frontal hypometabolism in prefrontal, premotor, and sensorimotor cortices was visually graded on a 0-3 scale using CortexID Z-score images in 137 PSP patients. Frontal asymmetry was recorded. Severity scores were used to categorize patients as premotor-predominant, prefrontal-predominant, sensorimotor-predominant, mixed-predominance, or no regional predominance. Frontal ratings were compared across PSP clinical variants, and Spearman correlations were used to assess relationships with the Frontal Assessment Battery (FAB). RESULTS 97% showed evidence of frontal hypometabolism which was most common (100%) in the speech-language (PSP-SL), corticobasal (PSP-CBS), and frontal (PSP-F) variants and least common in the progressive gait freezing (PSP-PGF) variant (73%). PSP-SL and PSP-CBS showed more severe hypometabolism than Richardson's syndrome (PSP-RS), Parkinsonism (PSP-P), and PSP-PGF. A premotor-predominant pattern was most common in PSP-SL and PSP-CBS, with more mixed patterns in the other variants. Hypometabolism was most commonly asymmetric in PSP-SL, PSP-P, PSP-F and PSP-CBS. Worse hypometabolism in nearly all frontal regions correlated with worse scores on the FAB. CONCLUSIONS Frontal hypometabolism is a common finding in PSP, although it varies in severity and pattern across PSP variants and will likely be the most diagnostically useful in PSP-SL and PSP-CBS.
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Affiliation(s)
- Jack A Black
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | - Farwa Ali
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Mary M Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
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Basaia S, Agosta F, Sarasso E, Balestrino R, Stojković T, Stanković I, Tomić A, Marković V, Vignaroli F, Stefanova E, Kostić VS, Filippi M. Brain Connectivity Networks Constructed Using MRI for Predicting Patterns of Atrophy Progression in Parkinson Disease. Radiology 2024; 311:e232454. [PMID: 38916507 DOI: 10.1148/radiol.232454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Background Whether connectome mapping of structural and functional connectivity across the brain could be used to predict patterns of atrophy progression in patients with mild Parkinson disease (PD) has not been well studied. Purpose To assess the structural and functional connectivity of brain regions in healthy controls and its relationship with the spread of gray matter (GM) atrophy in patients with mild PD. Materials and Methods This prospective study included participants with mild PD and controls recruited from a single center between January 2012 and December 2023. Participants with PD underwent three-dimensional T1-weighted brain MRI, and the extent of regional GM atrophy was determined at baseline and every year for 3 years. The structural and functional brain connectome was constructed using diffusion tensor imaging and resting-state functional MRI in healthy controls. Disease exposure (DE) indexes-indexes of the pathology of each brain region-were defined as a function of the structural or functional connectivity of all the connected regions in the healthy connectome and the severity of atrophy of the connected regions in participants with PD. Partial correlations were tested between structural and functional DE indexes of each GM region at 1- or 2-year follow-up and atrophy progression at 2- or 3-year follow-up. Prediction models of atrophy at 2- or 3-year follow-up were constructed using exhaustive feature selection. Results A total of 86 participants with mild PD (mean age at MRI, 60 years ± 8 [SD]; 48 male) and 60 healthy controls (mean age at MRI, 62 years ± 9; 31 female) were included. DE indexes at 1 and 2 years were correlated with atrophy at 2 and 3 years (r range, 0.22-0.33; P value range, .002-.04). Models including DE indexes predicted GM atrophy accumulation over 3 years in the right caudate nucleus and some frontal, parietal, and temporal brain regions (R2 range, 0.40-0.61; all P < .001). Conclusion The structural and functional organization of the brain connectome plays a role in atrophy progression in the early stages of PD. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Yamada in this issue.
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Affiliation(s)
- Silvia Basaia
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Federica Agosta
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Elisabetta Sarasso
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Roberta Balestrino
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Tanja Stojković
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Iva Stanković
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Aleksandra Tomić
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Vladana Marković
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Francesca Vignaroli
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Elka Stefanova
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Vladimir S Kostić
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Massimo Filippi
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
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Kawles A, Keszycki R, Minogue G, Zouridakis A, Ayala I, Gill N, Macomber A, Lubbat V, Coventry C, Rogalski E, Weintraub S, Mao Q, Flanagan ME, Zhang H, Castellani R, Bigio EH, Mesulam MM, Geula C, Gefen T. Phenotypically concordant distribution of pick bodies in aphasic versus behavioral dementias. Acta Neuropathol Commun 2024; 12:31. [PMID: 38389095 PMCID: PMC10885488 DOI: 10.1186/s40478-024-01738-7] [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: 02/02/2024] [Accepted: 02/04/2024] [Indexed: 02/24/2024] Open
Abstract
Pick's disease (PiD) is a subtype of the tauopathy form of frontotemporal lobar degeneration (FTLD-tau) characterized by intraneuronal 3R-tau inclusions. PiD can underly various dementia syndromes, including primary progressive aphasia (PPA), characterized by an isolated and progressive impairment of language and left-predominant atrophy, and behavioral variant frontotemporal dementia (bvFTD), characterized by progressive dysfunction in personality and bilateral frontotemporal atrophy. In this study, we investigated the neocortical and hippocampal distributions of Pick bodies in bvFTD and PPA to establish clinicopathologic concordance between PiD and the salience of the aphasic versus behavioral phenotype. Eighteen right-handed cases with PiD as the primary pathologic diagnosis were identified from the Northwestern University Alzheimer's Disease Research Center brain bank (bvFTD, N = 9; PPA, N = 9). Paraffin-embedded sections were stained immunohistochemically with AT8 to visualize Pick bodies, and unbiased stereological analysis was performed in up to six regions bilaterally [middle frontal gyrus (MFG), superior temporal gyrus (STG), inferior parietal lobule (IPL), anterior temporal lobe (ATL), dentate gyrus (DG) and CA1 of the hippocampus], and unilateral occipital cortex (OCC). In bvFTD, peak neocortical densities of Pick bodies were in the MFG, while the ATL was the most affected in PPA. Both the IPL and STG had greater leftward pathology in PPA, with the latter reaching significance (p < 0.01). In bvFTD, Pick body densities were significantly right-asymmetric in the STG (p < 0.05). Hippocampal burden was not clinicopathologically concordant, as both bvFTD and PPA cases demonstrated significant hippocampal pathology compared to neocortical densities (p < 0.0001). Inclusion-to-neuron analyses in a subset of PPA cases confirmed that neurons in the DG are disproportionately burdened with inclusions compared to neocortical areas. Overall, stereological quantitation suggests that the distribution of neocortical Pick body pathology is concordant with salient clinical features unique to PPA vs. bvFTD while raising intriguing questions about the selective vulnerability of the hippocampus to 3R-tauopathies.
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Affiliation(s)
- Allegra Kawles
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry & Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Rachel Keszycki
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry & Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Grace Minogue
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry & Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Antonia Zouridakis
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Ivan Ayala
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Nathan Gill
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Alyssa Macomber
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry & Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Vivienne Lubbat
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Christina Coventry
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Emily Rogalski
- Department of Neurology, University of Chicago School of Medicine, Chicago, IL, USA
| | - Sandra Weintraub
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry & Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Qinwen Mao
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Margaret E Flanagan
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Hui Zhang
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Rudolph Castellani
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Eileen H Bigio
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - M-Marsel Mesulam
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Changiz Geula
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Cell and Developmental Biology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Tamar Gefen
- Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
- Department of Psychiatry & Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
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Kameyama H, Tagai K, Takasaki E, Kashibayashi T, Takahashi R, Kanemoto H, Ishii K, Ikeda M, Shigeta M, Shinagawa S, Kazui H. Examining Frontal Lobe Asymmetry and Its Potential Role in Aggressive Behaviors in Early Alzheimer's Disease. J Alzheimers Dis 2024; 98:539-547. [PMID: 38393911 DOI: 10.3233/jad-231306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2024]
Abstract
Background Neuropsychiatric symptoms (NPS) in patients with dementia lead to caregiver burdens and worsen the patient's prognosis. Although many neuroimaging studies have been conducted, the etiology of NPS remains complex. We hypothesize that brain structural asymmetry could play a role in the appearance of NPS. Objective This study explores the relationship between NPS and brain asymmetry in patients with Alzheimer's disease (AD). Methods Demographic and MRI data for 121 mild AD cases were extracted from a multicenter Japanese database. Brain asymmetry was assessed by comparing the volumes of gray matter in the left and right brain regions. NPS was evaluated using the Neuropsychiatric Inventory (NPI). Subsequently, a comprehensive assessment of the correlation between brain asymmetry and NPS was conducted. Results Among each NPS, aggressive NPS showed a significant correlation with asymmetry in the frontal lobe, indicative of right-side atrophy (r = 0.235, p = 0.009). This correlation remained statistically significant even after adjustments for multiple comparisons (p < 0.01). Post-hoc analysis further confirmed this association (p < 0.05). In contrast, no significant correlations were found for other NPS subtypes, including affective and apathetic symptoms. Conclusions The study suggests frontal lobe asymmetry, particularly relative atrophy in the right hemisphere, may be linked to aggressive behaviors in early AD. These findings shed light on the neurobiological underpinnings of NPS, contributing to the development of potential interventions.
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Affiliation(s)
- Hiroshi Kameyama
- Department of Psychiatry, The Jikei University School of Medicine, Tokyo, Japan
| | - Kenji Tagai
- Department of Psychiatry, The Jikei University School of Medicine, Tokyo, Japan
| | - Emi Takasaki
- Department of Psychiatry, The Jikei University School of Medicine, Tokyo, Japan
| | - Tetsuo Kashibayashi
- Dementia-Related Disease Medical Center, Hyogo Prefectural Rehabilitation Hospital at Nishi-Harima, Hyogo, Japan
| | - Ryuichi Takahashi
- Dementia-Related Disease Medical Center, Hyogo Prefectural Rehabilitation Hospital at Nishi-Harima, Hyogo, Japan
| | - Hideki Kanemoto
- Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Kazunari Ishii
- Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan
| | - Manabu Ikeda
- Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Masatoshi Shigeta
- Department of Psychiatry, The Jikei University School of Medicine, Tokyo, Japan
| | | | - Hiroaki Kazui
- Department of Neuropsychiatry, Kochi Medical School, Kochi University, Kochi, Japan
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5
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Michelutti M, Urso D, Gnoni V, Giugno A, Zecca C, Vilella D, Accadia M, Barone R, Dell'Abate MT, De Blasi R, Manganotti P, Logroscino G. Narcissistic Personality Disorder as Prodromal Feature of Early-Onset, GRN-Positive bvFTD: A Case Report. J Alzheimers Dis 2024; 98:425-432. [PMID: 38393901 DOI: 10.3233/jad-230779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2024]
Abstract
Background Behavioral variant frontotemporal dementia (bvFTD) typically involves subtle changes in personality that can delay a timely diagnosis. Objective Here, we report the case of a patient diagnosed of GRN-positive bvFTD at the age of 52 presenting with a 7-year history of narcissistic personality disorder, accordingly to DSM-5 criteria. Methods The patient was referred to neurological and neuropsychological examination. She underwent 3 Tesla magnetic resonance imaging (MRI) and genetic studies. Results The neuropsychological examination revealed profound deficits in all cognitive domains and 3T brain MRI showed marked fronto-temporal atrophy. A mutation in the GRN gene further confirmed the diagnosis. Conclusions The present case documents an unusual onset of bvFTD and highlights the problematic nature of the differential diagnosis between prodromal psychiatric features of the disease and primary psychiatric disorders. Early recognition and diagnosis of bvFTD can lead to appropriate management and support for patients and their families. This case highlights the importance of considering neurodegenerative diseases, such as bvFTD, in the differential diagnosis of psychiatric disorders, especially when exacerbations of behavioral traits manifest in adults.
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Affiliation(s)
- Marco Michelutti
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
- Department of Medicine, Surgery and Health Sciences, Clinical Unit of Neurology, University Hospital of Trieste, University of Trieste, Trieste, Italy
| | - Daniele Urso
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
- Department of Neurosciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Valentina Gnoni
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
- Department of Neurosciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Alessia Giugno
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
| | - Chiara Zecca
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
| | - Davide Vilella
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
| | - Maria Accadia
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
| | - Roberta Barone
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
| | - Maria Teresa Dell'Abate
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
| | - Roberto De Blasi
- Department of Diagnostic Imaging, Pia Fondazione di Culto e Religione "Card. G.Panico", Tricase, Italy
| | - Paolo Manganotti
- Department of Medicine, Surgery and Health Sciences, Clinical Unit of Neurology, University Hospital of Trieste, University of Trieste, Trieste, Italy
| | - Giancarlo Logroscino
- Department of Clinical Research in Neurology, Center for Neurodegenerative Diseases and the Aging Brain, University of Bari 'Aldo Moro', "Pia Fondazione Cardinale G.Panico", Tricase, Italy
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6
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Cabrera-Martín MN, Nespral P, Valles-Salgado M, Bascuñana P, Delgado-Alonso C, Delgado-Álvarez A, Fernández-Romero L, López-Carbonero JI, Díez-Cirarda M, Gil-Moreno MJ, Matías-Guiu J, Matias-Guiu JA. FDG-PET-based neural correlates of Addenbrooke's cognitive examination III scores in Alzheimer's disease and frontotemporal degeneration. Front Psychol 2023; 14:1273608. [PMID: 38034292 PMCID: PMC10687370 DOI: 10.3389/fpsyg.2023.1273608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Accepted: 11/02/2023] [Indexed: 12/02/2023] Open
Abstract
Introduction The Addenbrooke's Cognitive Examination III (ACE-III) is a brief test useful for neuropsychological assessment. Several studies have validated the test for the diagnosis of Alzheimer's disease (AD) and frontotemporal dementia (FTD). In this study, we aimed to examine the metabolic correlates associated with the performance of ACE-III in AD and behavioral variant FTD. Methods We enrolled 300 participants in a cross-sectional study, including 180 patients with AD, 60 with behavioral FTD (bvFTD), and 60 controls. An 18F-Fluorodeoxyglucose positron emission tomography study was performed in all cases. Correlation between the ACE-III and its domains (attention, memory, fluency, language, and visuospatial) with the brain metabolism was estimated. Results The ACE-III showed distinct neural correlates in bvFTD and AD, effectively capturing the most relevant regions involved in these disorders. Neural correlates differed for each domain, especially in the case of bvFTD. Lower ACE-III scores were associated with more advanced stages in both disorders. The ACE-III exhibited high discrimination between bvFTD vs. HC, and between AD vs. HC. Additionally, it was sensitive to detect hypometabolism in brain regions associated with bvFTD and AD. Conclusion Our study contributes to the knowledge of the brain regions associated with ACE-III, thereby facilitating its interpretation, and highlighting its suitability for screening and monitoring. This study provides further validation of ACE-III in the context of AD and FTD.
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Affiliation(s)
- María Nieves Cabrera-Martín
- Department of Neurology, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - Pedro Nespral
- Department of Neurology, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - Maria Valles-Salgado
- Department of Nuclear Medicine, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - Pablo Bascuñana
- Department of Neurology, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - Cristina Delgado-Alonso
- Department of Nuclear Medicine, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - Alfonso Delgado-Álvarez
- Department of Nuclear Medicine, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - Lucía Fernández-Romero
- Department of Nuclear Medicine, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - Juan Ignacio López-Carbonero
- Department of Nuclear Medicine, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - María Díez-Cirarda
- Department of Nuclear Medicine, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - María José Gil-Moreno
- Department of Nuclear Medicine, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - Jorge Matías-Guiu
- Department of Nuclear Medicine, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
| | - Jordi A. Matias-Guiu
- Department of Nuclear Medicine, San Carlos Institute for Health Research (IdISSC), Universidad Complutense, Madrid, Spain
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7
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Sokołowski A, Roy ARK, Goh SM, Hardy EG, Datta S, Cobigo Y, Brown JA, Spina S, Grinberg L, Kramer J, Rankin KP, Seeley WW, Sturm VE, Rosen HJ, Miller BL, Perry DC. Neuropsychiatric symptoms and imbalance of atrophy in behavioral variant frontotemporal dementia. Hum Brain Mapp 2023; 44:5013-5029. [PMID: 37471695 PMCID: PMC10502637 DOI: 10.1002/hbm.26428] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 05/25/2023] [Accepted: 07/05/2023] [Indexed: 07/22/2023] Open
Abstract
Behavioral variant frontotemporal dementia is characterized by heterogeneous frontal, insular, and anterior temporal atrophy patterns that vary along left-right and dorso-ventral axes. Little is known about how these structural imbalances impact clinical symptomatology. The goal of this study was to assess the frequency of frontotemporal asymmetry (right- or left-lateralization) and dorsality (ventral or dorsal predominance of atrophy) and to investigate their clinical correlates. Neuropsychiatric symptoms and structural images were analyzed for 250 patients with behavioral variant frontotemporal dementia. Frontotemporal atrophy was most often symmetric while left-lateralized (9%) and right-lateralized (17%) atrophy were present in a minority of patients. Atrophy was more often ventral (32%) than dorsal (3%) predominant. Patients with right-lateralized atrophy were characterized by higher severity of abnormal eating behavior and hallucinations compared to those with left-lateralized atrophy. Subsequent analyses clarified that eating behavior was associated with right atrophy to a greater extent than a lack of left atrophy, and hallucinations were driven mainly by right atrophy. Dorsality analyses showed that anxiety, euphoria, and disinhibition correlated with ventral-predominant atrophy. Agitation, irritability, and depression showed greater severity with a lack of regional atrophy, including in dorsal regions. Aberrant motor behavior and apathy were not explained by asymmetry or dorsality. This study provides additional insight into how anatomical heterogeneity influences the clinical presentation of patients with behavioral variant frontotemporal dementia. Behavioral symptoms can be associated not only with the presence or absence of focal atrophy, but also with right/left or dorsal/ventral imbalance of gray matter volume.
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Affiliation(s)
- Andrzej Sokołowski
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Ashlin R. K. Roy
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Sheng‐Yang M. Goh
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Emily G. Hardy
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Samir Datta
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Yann Cobigo
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Jesse A. Brown
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Salvatore Spina
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Lea Grinberg
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Joel Kramer
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Katherine P. Rankin
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - William W. Seeley
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
- Department of PathologyUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Virginia E. Sturm
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Howard J. Rosen
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Bruce L. Miller
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - David C. Perry
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for NeurosciencesUniversity of California San FranciscoSan FranciscoCaliforniaUSA
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8
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Assogna M, Premi E, Gazzina S, Benussi A, Ashton NJ, Zetterberg H, Blennow K, Gasparotti R, Padovani A, Tadayon E, Romanella S, Sprugnoli G, Pascual-Leone A, Di Lorenzo F, Koch G, Borroni B, Santarnecchi E. Association of Choroid Plexus Volume With Serum Biomarkers, Clinical Features, and Disease Severity in Patients With Frontotemporal Lobar Degeneration Spectrum. Neurology 2023; 101:e1218-e1230. [PMID: 37500561 PMCID: PMC10516270 DOI: 10.1212/wnl.0000000000207600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 05/15/2023] [Indexed: 07/29/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Choroid plexus (ChP) is emerging as a key brain structure in the pathophysiology of neurodegenerative disorders. In this observational study, we investigated ChP volume in a large cohort of patients with frontotemporal lobar degeneration (FTLD) spectrum to explore a possible link between ChP volume and other disease-specific biomarkers. METHODS Participants included patients meeting clinical criteria for a probable syndrome in the FTLD spectrum. Structural brain MRI imaging, serum neurofilament light (NfL), serum phosphorylated-Tau181 (p-Tau181), and cognitive and behavioral data were collected. MRI ChP volumes were obtained from an ad-hoc segmentation model based on a Gaussian Mixture Models algorithm. RESULTS Three-hundred and sixteen patients within FTLD spectrum were included in this study, specifically 135 patients diagnosed with behavioral variant frontotemporal dementia (bvFTD), 75 primary progressive aphasia, 46 progressive supranuclear palsy, and 60 corticobasal syndrome. In addition, 82 age-matched healthy participants were recruited as controls (HCs). ChP volume was significantly larger in patients with FTLD compared with HC, across the clinical subtype. Moreover, we found a significant difference in ChP volume between HC and patients stratified for disease-severity based on CDR plus NACC FTLD, including patients at very early stage of the disease. Interestingly, ChP volume correlated with serum NfL, cognitive/behavioral deficits, and with patterns of cortical atrophy. Finally, ChP volume seemed to discriminate HC from patients with FTLD better than other previously identified brain structure volumes. DISCUSSION Considering the clinical, pathologic, and genetic heterogeneity of the disease, ChP could represent a potential biomarker across the FTLD spectrum, especially at the early stage of disease. Further longitudinal studies are needed to establish its role in disease onset and progression. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that choroid plexus volume, as measured on MRI scan, can assist in differentiating patients with FTLD from healthy controls and in characterizing disease severity.
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Affiliation(s)
- Martina Assogna
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Enrico Premi
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Stefano Gazzina
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Alberto Benussi
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Nicholas J Ashton
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Henrik Zetterberg
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Kaj Blennow
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Roberto Gasparotti
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Alessandro Padovani
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Ehsan Tadayon
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Sara Romanella
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Giulia Sprugnoli
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Alvaro Pascual-Leone
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Francesco Di Lorenzo
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Giacomo Koch
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Barbara Borroni
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy
| | - Emiliano Santarnecchi
- From the Precision Neuroscience & Neuromodulation Program (M.A., S.R., G.S., E.S.), Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Non-Invasive Brain Stimulation Unit (M.A., F.D.L., G.K.), Department of Behavioural and Clinical Neurology, Santa Lucia Foundation IRCCS; Memory Clinic (M.A.), Department of Systems Medicine, University of Tor Vergata, Rome; Neurology Unit (E.P., S.G., A.B., A.P., B.B.), Department of Clinical and Experimental Sciences, University of Brescia, Italy; Institute of Neuroscience and Physiology (N.J.A.), Department of Psychiatry and Neurochemistry, the Sahlgrenska Academy at the University of Gothenburg; Wallenberg Centre for Molecular and Translational Medicine (N.J.A.), University of Gothenburg, Mӧlndal, Sweden; King's College London (N.J.A.), Institute of Psychiatry, Psychology & Neuroscience, Maurice Wohl Clinical Neuroscience Institute; NIHR Biomedical Research Centre for Mental Health & Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation (N.J.A.), United Kingdom; Department of Psychiatry and Neurochemistry (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.), London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.), Clear Water Bay, Hong Kong, China; Neuroradiology Unit (R.G.), University of Brescia, Italy; Berenson-Allen Center for Noninvasive Brain Stimulation (E.T.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; Department of Medicine (G.S.), Surgery and Neuroscience, Siena Brain Investigation & Neuromodulation Laboratory, University of Siena, Siena, Italy; Hinda and Arthur Marcus Institute for Aging Research at Hebrew SeniorLife (A.P.-L.); Department of Neurology (A.P.-L.), Harvard MedicalSchool, Boston, MA, USA; and Department of Neuroscience and Rehabilitation (G.K.), University of Ferrara, Italy.
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9
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Snowden JS. Changing perspectives on frontotemporal dementia: A review. J Neuropsychol 2022. [DOI: 10.1111/jnp.12297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 10/04/2022] [Accepted: 10/05/2022] [Indexed: 11/05/2022]
Affiliation(s)
- Julie S. Snowden
- Cerebral Function Unit, Manchester Centre for Neurosciences Salford Royal NHS Foundation Trust Salford UK
- Division of Neuroscience & Experimental Psychology School of Biological Sciences, University of Manchester Manchester UK
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Bocci T, Baloscio D, Ferrucci R, Briscese L, Priori A, Sartucci F. Interhemispheric Connectivity in Idiopathic Cervical Dystonia and Spinocerebellar Ataxias: A Transcranial Magnetic Stimulation Study. Clin EEG Neurosci 2022; 53:460-466. [PMID: 32938220 DOI: 10.1177/1550059420957487] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND AND RATIONALE Hyperkinetic movement disorders represent a heterogeneous group of diseases, different from a genetic and clinical perspective. In the past, neurophysiological approaches provided different, sometimes contradictory findings, pointing to an impaired cortical inhibition as a common electrophysiological marker. Our aim was to evaluate changes in interhemispheric communication in patients with idiopathic cervical dystonia (ICD) and spinocerebellar ataxias (SCAs). MATERIALS AND METHODS Eleven patients with ICD, 7 with genetically confirmed SCA2 or SCA3, and 10 healthy volunteers were enrolled. The onset latency and duration of the ipsilateral silent period (iSPOL and iSPD, respectively), as well as the so-called transcallosal conduction time (TCT), were then recorded from the abductor pollicis brevis of the right side using an 8-shaped focal coil with wing diameters of 70 mm; all these parameters were evaluated and compared among groups. In SCAs, changes in neurophysiological measures were also correlated to the mutational load. RESULTS iSPD was significantly shorter in patients with SCA2 and SCA3, when compared both to control and ICD (P < .0001); iSPOL and TCT were prolonged in SCAs patients (P < .001). Changes in iSPD, iSPOL, and TCT in SCAs are significantly correlated with the mutational load (P = .01, P = .02, and P = .002, respectively). DISCUSSION This is the first study to assess changes in interhemispheric communication in patients with SCAs and ICD, using a transcranial magnetic stimulation protocol. Together with previous data in Huntington's disease, we suggest that these changes may underlie, at least in part, a common disease mechanism of polyglutamine disorders.
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Affiliation(s)
- Tommaso Bocci
- "Aldo Ravelli" Center for Neurotechnology and Experiental Brain Therapeutics, Department of Health Sciences, University of Milan & ASST Santi Paolo e Carlo, Milan, Italy
| | - Davide Baloscio
- Section of Neurophysiopathology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Roberta Ferrucci
- "Aldo Ravelli" Center for Neurotechnology and Experiental Brain Therapeutics, Department of Health Sciences, University of Milan & ASST Santi Paolo e Carlo, Milan, Italy
| | - Lucia Briscese
- Severe Acquired Brain Injuries Unit, Cisanello University Hospital, Pisa, Italy
| | - Alberto Priori
- "Aldo Ravelli" Center for Neurotechnology and Experiental Brain Therapeutics, Department of Health Sciences, University of Milan & ASST Santi Paolo e Carlo, Milan, Italy
| | - Ferdinando Sartucci
- Section of Neurophysiopathology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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11
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Manera AL, Dadar M, Collins DL, Ducharme S. Ventricular features as reliable differentiators between bvFTD and other dementias. Neuroimage Clin 2022; 33:102947. [PMID: 35134704 PMCID: PMC8856914 DOI: 10.1016/j.nicl.2022.102947] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 11/24/2021] [Accepted: 01/19/2022] [Indexed: 11/28/2022]
Abstract
Our results showed a consistent pattern of ventricle enlargement in the bvFTD patients, particularly in the anterior parts of the frontal and temporal horns of the lateral ventricles. The estimation of the proposed ventricular anteroposterior ratio (APR) resulted in statistically significant difference compared to all other groups. Our study proposes an easy to obtain and generalizable ventricle-based feature (APR) from T1-weighted structural MRI (routinely acquired and available in the clinic) that can be used not only to differentiate bvFTD from normal subjects, but also from other FTD variants (SV and PNFA), MCI, and AD patients. We have made our ventricle feature estimation and bvFTD diagnosis tool (VentRa) publicly available, allowing application of our model in other studies. If validated in a prospective study, VentRa has the potential to aid bvFTD diagnosis, particularly in settings where access to specialized FTD care is limited.
Introduction Lateral ventricles are reliable and sensitive indicators of brain atrophy and disease progression in behavioral variant frontotemporal dementia (bvFTD). We aimed to investigate whether an automated tool using ventricular features could improve diagnostic accuracy in bvFTD across neurodegenerative diseases. Methods Using 678 subjects −69 bvFTD, 38 semantic variant, 37 primary non-fluent aphasia, 218 amyloid + mild cognitive impairment, 74 amyloid + Alzheimer’s Dementia and 242 normal controls- with a total of 2750 timepoints, lateral ventricles were segmented and differences in ventricular features were assessed between bvFTD, normal controls and other dementia cohorts. Results Ventricular antero-posterior ratio (APR) was the only feature that was significantly different and increased faster in bvFTD compared to all other cohorts. We achieved a 10-fold cross-validation accuracy of 80% (77% sensitivity, 82% specificity) in differentiating bvFTD from all other cohorts with other ventricular features (i.e., total ventricular volume and left–right lateral ventricle ratios), and 76% accuracy using only the single APR feature. Discussion Ventricular features, particularly the APR, might be reliable and easy-to-implement markers for bvFTD diagnosis. We have made our ventricle feature estimation and bvFTD diagnostic tool publicly available, allowing application of our model in other studies.
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Affiliation(s)
- Ana L Manera
- McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Quebec (QC), Canada.
| | - Mahsa Dadar
- Department of Psychiatry, Douglas Mental Health University Health Centre, McGill University, Montreal, Quebec (QC), Canada; Douglas Mental Health University Institute, Verdun, QC, Canada
| | - D Louis Collins
- McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Quebec (QC), Canada
| | - Simon Ducharme
- McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Quebec (QC), Canada; Department of Psychiatry, Douglas Mental Health University Health Centre, McGill University, Montreal, Quebec (QC), Canada
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Voruz P, Pierce J, Ahrweiller K, Haegelen C, Sauleau P, Drapier S, Drapier D, Vérin M, Péron J. Motor symptom asymmetry predicts non-motor outcome and quality of life following STN DBS in Parkinson's disease. Sci Rep 2022; 12:3007. [PMID: 35194127 PMCID: PMC8863787 DOI: 10.1038/s41598-022-07026-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 01/27/2022] [Indexed: 11/09/2022] Open
Abstract
Risk factors for long-term non-motor symptoms and quality of life following subthalamic nucleus deep brain stimulation (STN DBS) have not yet been fully identified. In the present study, we investigated the impact of motor symptom asymmetry in Parkinson's disease. Data were extracted for 52 patients with Parkinson's disease (half with predominantly left-sided motor symptoms and half with predominantly right-sided ones) who underwent bilateral STN and a matched healthy control group. Performances for cognitive tests, apathy and depression symptoms, as well as quality-of-life questionnaires at 12 months post-DBS were compared with a pre-DBS baseline. Results indicated a deterioration in cognitive performance post-DBS in patients with predominantly left-sided motor symptoms. Performances of patients with predominantly right-sided motor symptoms were maintained, except for a verbal executive task. These differential effects had an impact on patients' quality of life. The results highlight the existence of two distinct cognitive profiles of Parkinson's disease, depending on motor symptom asymmetry. This asymmetry is a potential risk factor for non-motor adverse effects following STN DBS.
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Affiliation(s)
- Philippe Voruz
- Clinical and Experimental Neuropsychology Laboratory, Faculty of Psychology and Educational Sciences, 40 bd du Pont d'Arve, 1205, Geneva, Switzerland.,Neuropsychology Unit, Neurology Department, University Hospitals of Geneva, Geneva, Switzerland
| | - Jordan Pierce
- Clinical and Experimental Neuropsychology Laboratory, Faculty of Psychology and Educational Sciences, 40 bd du Pont d'Arve, 1205, Geneva, Switzerland
| | - Kévin Ahrweiller
- 'Behavior and Basal Ganglia' Research Unit, University of Rennes 1-Rennes University Hospital, Rennes, France.,Neurology Department, Pontchaillou Hospital, Rennes University Hospital, Rennes, France
| | - Claire Haegelen
- Neurosurgery Department, Pontchaillou Hospital, Rennes University Hospital, Rennes, France.,MediCIS, INSERM-University of Rennes 1, Rennes, France
| | - Paul Sauleau
- 'Behavior and Basal Ganglia' Research Unit, University of Rennes 1-Rennes University Hospital, Rennes, France.,Physiology Department, Pontchaillou Hospital, Rennes University Hospital, Rennes, France
| | - Sophie Drapier
- 'Behavior and Basal Ganglia' Research Unit, University of Rennes 1-Rennes University Hospital, Rennes, France.,Neurology Department, Pontchaillou Hospital, Rennes University Hospital, Rennes, France
| | - Dominique Drapier
- 'Behavior and Basal Ganglia' Research Unit, University of Rennes 1-Rennes University Hospital, Rennes, France.,Adult Psychiatry Department, Guillaume Régnier Hospital, Rennes, France
| | - Marc Vérin
- 'Behavior and Basal Ganglia' Research Unit, University of Rennes 1-Rennes University Hospital, Rennes, France.,Neurology Department, Pontchaillou Hospital, Rennes University Hospital, Rennes, France
| | - Julie Péron
- Clinical and Experimental Neuropsychology Laboratory, Faculty of Psychology and Educational Sciences, 40 bd du Pont d'Arve, 1205, Geneva, Switzerland. .,Neuropsychology Unit, Neurology Department, University Hospitals of Geneva, Geneva, Switzerland. .,'Behavior and Basal Ganglia' Research Unit, University of Rennes 1-Rennes University Hospital, Rennes, France.
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13
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Vuksanović V, Staff RT, Morson S, Ahearn T, Bracoud L, Murray AD, Bentham P, Kipps CM, Harrington CR, Wischik CM. Degeneration of basal and limbic networks is a core feature of behavioural variant frontotemporal dementia. Brain Commun 2021; 3:fcab241. [PMID: 34939031 PMCID: PMC8688778 DOI: 10.1093/braincomms/fcab241] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 05/13/2021] [Accepted: 05/24/2021] [Indexed: 11/13/2022] Open
Abstract
The behavioural variant of frontotemporal dementia is a clinical syndrome characterized by changes in behaviour, cognition and functional ability. Although atrophy in frontal and temporal regions would appear to be a defining feature, neuroimaging studies have identified volumetric differences distributed across large parts of the cortex, giving rise to a classification into distinct neuroanatomical subtypes. Here, we extended these neuroimaging studies to examine how distributed patterns of cortical atrophy map onto brain network hubs. We used baseline structural magnetic resonance imaging data collected from 213 behavioural variant of frontotemporal dementia patients meeting consensus diagnostic criteria and having definite evidence of frontal and/or temporal lobe atrophy from a global clinical trial conducted in 70 sites in Canada, United States of America, Australia, Asia and Europe. These were compared with data from 244 healthy elderly subjects from a well-characterized cohort study. We have used statistical methods of hierarchical agglomerative clustering of 68 regional cortical and subcortical volumes (34 in each hemisphere) to determine the reproducibility of previously described neuroanatomical subtypes in a global study. We have also attempted to link the structural findings to clinical features defined systematically using well-validated clinical scales (Addenbrooke’s Cognitive Examination Revised, the Mini-Mental Status Examination, the Frontotemporal Dementia Rating Scale and the Functional Assessment Questionnaire) and subscales derived from them. Whilst we can confirm that the subtypes are robust, they have limited value in explaining the clinical heterogeneity of the syndrome. We have found that a common pattern of degeneration affecting a small number of subcortical, limbic and frontal nodes within highly connected networks (most previously identified as rich club members or functional binding nodes) is shared by all the anatomical subtypes. Degeneration in these core regions is correlated with cognitive and functional impairment, but less so with behavioural impairment. These findings suggest that degeneration in highly connected basal, limbic and frontal networks is a core feature of the behavioural variant of frontotemporal dementia phenotype irrespective of neuroanatomical and clinical heterogeneity, and may underly the impairment of integration in cognition, function and behaviour responsible for the loss of insight that characterizes the syndrome.
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Affiliation(s)
- Vesna Vuksanović
- Swansea University Medical School, Health Data Research UK, Swansea University, Swansea SA2 8PP, UK.,School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, UK.,TauRx Therapeutics, Aberdeen AB24 5RP, UK
| | - Roger T Staff
- Medical Physics, NHS Grampian, Aberdeen AB25 2ZD, UK
| | - Suzannah Morson
- TauRx Therapeutics, Aberdeen AB24 5RP, UK.,School of Psychology, University of Aberdeen, Aberdeen AB24 3FX, UK
| | - Trevor Ahearn
- Medical Physics, NHS Grampian, Aberdeen AB25 2ZD, UK
| | | | - Alison D Murray
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, UK
| | | | - Christopher M Kipps
- University Hospital Southampton and University of Southampton, Southampton SO16 6YD, UK
| | - Charles R Harrington
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, UK.,TauRx Therapeutics, Aberdeen AB24 5RP, UK
| | - Claude M Wischik
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen AB25 2ZD, UK.,TauRx Therapeutics, Aberdeen AB24 5RP, UK
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14
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Verdi S, Marquand AF, Schott JM, Cole JH. Beyond the average patient: how neuroimaging models can address heterogeneity in dementia. Brain 2021; 144:2946-2953. [PMID: 33892488 PMCID: PMC8634113 DOI: 10.1093/brain/awab165] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 02/24/2021] [Accepted: 04/08/2021] [Indexed: 11/25/2022] Open
Abstract
Dementia is a highly heterogeneous condition, with pronounced individual differences in age of onset, clinical presentation, progression rates and neuropathological hallmarks, even within a specific diagnostic group. However, the most common statistical designs used in dementia research studies and clinical trials overlook this heterogeneity, instead relying on comparisons of group average differences (e.g. patient versus control or treatment versus placebo), implicitly assuming within-group homogeneity. This one-size-fits-all approach potentially limits our understanding of dementia aetiology, hindering the identification of effective treatments. Neuroimaging has enabled the characterization of the average neuroanatomical substrates of dementias; however, the increasing availability of large open neuroimaging datasets provides the opportunity to examine patterns of neuroanatomical variability in individual patients. In this update, we outline the causes and consequences of heterogeneity in dementia and discuss recent research that aims to tackle heterogeneity directly, rather than assuming that dementia affects everyone in the same way. We introduce spatial normative modelling as an emerging data-driven technique, which can be applied to dementia data to model neuroanatomical variation, capturing individualized neurobiological 'fingerprints'. Such methods have the potential to detect clinically relevant subtypes, track an individual's disease progression or evaluate treatment responses, with the goal of moving towards precision medicine for dementia.
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Affiliation(s)
- Serena Verdi
- Centre for Medical Image Computing, Medical Physics and Biomedical Engineering, University College London, London WC1V 6LJ, UK
- Dementia Research Centre, UCL Queen Square Institute of Neurology, London WC1N 3BG, UK
| | - Andre F Marquand
- Donders Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, 6525EN, The Netherlands
- Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, 6525EN, The Netherlands
| | - Jonathan M Schott
- Dementia Research Centre, UCL Queen Square Institute of Neurology, London WC1N 3BG, UK
| | - James H Cole
- Centre for Medical Image Computing, Medical Physics and Biomedical Engineering, University College London, London WC1V 6LJ, UK
- Dementia Research Centre, UCL Queen Square Institute of Neurology, London WC1N 3BG, UK
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15
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Singleton E, Hansson O, Pijnenburg YAL, La Joie R, Mantyh WG, Tideman P, Stomrud E, Leuzy A, Johansson M, Strandberg O, Smith R, Berendrecht E, Miller BL, Iaccarino L, Edwards L, Strom A, Wolters EE, Coomans E, Visser D, Golla SSV, Tuncel H, Bouwman F, Van Swieten JC, Papma JM, van Berckel B, Scheltens P, Dijkstra AA, Rabinovici GD, Ossenkoppele R. Heterogeneous distribution of tau pathology in the behavioural variant of Alzheimer's disease. J Neurol Neurosurg Psychiatry 2021; 92:jnnp-2020-325497. [PMID: 33850001 PMCID: PMC8292599 DOI: 10.1136/jnnp-2020-325497] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 02/16/2021] [Accepted: 03/10/2021] [Indexed: 12/12/2022]
Abstract
OBJECTIVE The clinical phenotype of the rare behavioural variant of Alzheimer's disease (bvAD) is insufficiently understood. Given the strong clinico-anatomical correlations of tau pathology in AD, we investigated the distribution of tau deposits in bvAD, in-vivo and ex-vivo, using positron emission tomography (PET) and postmortem examination. METHODS For the tau PET study, seven amyloid-β positive bvAD patients underwent [18F]flortaucipir or [18F]RO948 PET. We converted tau PET uptake values into standardised (W-)scores, adjusting for age, sex and mini mental state examination in a 'typical' memory-predominant AD (n=205) group. W-scores were computed within entorhinal, temporoparietal, medial and lateral prefrontal, insular and whole-brain regions-of-interest, frontal-to-entorhinal and frontal-to-parietal ratios and within intrinsic functional connectivity network templates. For the postmortem study, the percentage of AT8 (tau)-positive area in hippocampus CA1, temporal, parietal, frontal and insular cortices were compared between autopsy-confirmed patients with bvAD (n=8) and typical AD (tAD;n=7). RESULTS Individual regional W-scores ≥1.96 (corresponding to p<0.05) were observed in three cases, that is, case #5: medial prefrontal cortex (W=2.13) and anterior default mode network (W=3.79), case #2: lateral prefrontal cortex (W=2.79) and salience network (W=2.77), and case #7: frontal-to-entorhinal ratio (W=2.04). The remaining four cases fell within the normal distributions of the tAD group. Postmortem AT8 staining indicated no group-level regional differences in phosphorylated tau levels between bvAD and tAD (all p>0.05). CONCLUSIONS Both in-vivo and ex-vivo, patients with bvAD showed heterogeneous distributions of tau pathology. Since key regions involved in behavioural regulation were not consistently disproportionally affected by tau pathology, other factors are more likely driving the clinical phenotype in bvAD.
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Affiliation(s)
- Ellen Singleton
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Yolande A L Pijnenburg
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Renaud La Joie
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
| | - William G Mantyh
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
| | - Pontus Tideman
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital Lund, Lund, Sweden
| | - Erik Stomrud
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital Lund, Lund, Sweden
| | - Antoine Leuzy
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Maurits Johansson
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Olof Strandberg
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Ruben Smith
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Evi Berendrecht
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Bruce L Miller
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
| | - Leonardo Iaccarino
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
- In Vivo Human Molecular and Structural Neuroimaging Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Lauren Edwards
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
| | - Amelia Strom
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
| | - Emma E Wolters
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Emma Coomans
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Denise Visser
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Sandeep S V Golla
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Hayel Tuncel
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Femke Bouwman
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | | | - Janne M Papma
- Department of Neurology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Bart van Berckel
- Department of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Philip Scheltens
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Anke A Dijkstra
- Department of Pathology, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
| | - Gil D Rabinovici
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
| | - Rik Ossenkoppele
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije universiteit Amsterdam, Amsterdam UMC, Amsterdam, the Netherlands
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
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16
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FDG PET/MRI for Visual Detection of Crossed Cerebellar Diaschisis in Patients With Dementia. AJR Am J Roentgenol 2020; 216:165-171. [PMID: 33170738 DOI: 10.2214/ajr.19.22617] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE Depressed regional metabolism and cerebellar blood flow may be caused by dysfunction in anatomically separate but functionally related regions, presumably related to disruption of the corticopontine-cerebellar pathway. The purpose of this study was to evaluate the prevalence of crossed cerebellar diaschisis (CCD) in patients undergoing 18F-FDG PET/MRI for suspected neurodegenerative disease. MATERIALS AND METHODS In total, 75 patients (31 men, 44 women; mean age, 74 years) underwent hybrid FDG PET/MRI for clinical workup of neurodegenerative disease. Images were obtained with an integrated 3-T PET/MRI system. PET surface maps, fused T1-weighted magnetization-prepared rapid acquisition gradient echo and axial FLAIR/PET images were generated with postprocessing software. Two board-certified neuroradiologists and a nuclear medicine physician blinded to patient history evaluated for pattern of neurodegenerative disease and CCD. RESULTS Qualitative assessment showed that 10 of 75 (7.5%) patients had decreased FDG activity in the cerebellar hemisphere contralateral to the supratentorial cortical hypometabolism consistent with CCD. Six of the 10 patients had characteristic imaging findings of frontotemporal dementia (three behavioral variant frontotemporal dementia, two semantic primary progressive aphasia, and one logopenic primary progressive aphasia), three had suspected corticobasal degeneration, and one had Alzheimer dementia. CONCLUSION Our study results suggest that CCD occurs most commonly in frontotemporal dementia, particularly the behavioral variant, and in patients with cortico-basal degeneration. Careful attention to cerebellar metabolism may assist in the clinical evaluation of patients with cognitive impairment undergoing FDG PET/MRI as part of their routine dementia workup.
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17
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Filippi M, Sarasso E, Piramide N, Stojkovic T, Stankovic I, Basaia S, Fontana A, Tomic A, Markovic V, Stefanova E, Kostic VS, Agosta F. Progressive brain atrophy and clinical evolution in Parkinson's disease. NEUROIMAGE-CLINICAL 2020; 28:102374. [PMID: 32805678 PMCID: PMC7453060 DOI: 10.1016/j.nicl.2020.102374] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 07/08/2020] [Accepted: 08/04/2020] [Indexed: 02/07/2023]
Abstract
Cortical and subcortical atrophy is accelerated early after the onset of PD. Brain atrophy in PD progressed with cognitive, non-motor and mood deficits. Structural MRI may be useful for predicting disease progression in PD.
Clinical manifestations and evolution are very heterogeneous among individuals with Parkinson’s disease (PD). The aims of this study were to investigate the pattern of progressive brain atrophy in PD according to disease stage and to elucidate to what extent cortical thinning and subcortical atrophy are related to clinical motor and non-motor evolution. 154 patients at different PD stages were assessed over time using motor, non-motor and structural MRI evaluations for a maximum of 4 years. Cluster analysis defined clinical subtypes. Cortical thinning and subcortical atrophy were assessed at baseline in patients relative to 60 healthy controls. Longitudinal trends of brain atrophy progression were compared between PD clusters. The contribution of brain atrophy in predicting motor, non-motor, cognitive and mood deterioration was explored. Two main PD clusters were defined: mild (N = 87) and moderate-to-severe (N = 67). Two mild subtypes were further identified: mild motor-predominant (N = 43) and mild-diffuse (N = 44), with the latter group being older and having more severe non-motor and cognitive symptoms. The initial pattern of brain atrophy was more severe in patients with moderate-to-severe PD. Over time, mild-diffuse PD patients had the greatest brain atrophy accumulation in the cortex and the left hippocampus, while less distributed atrophy progression was observed in moderate-to-severe and mild motor-predominant patients. Baseline and 1-year cortical thinning was associated with long-term progression of motor, cognitive, non-motor and mood symptoms. Cortical and subcortical atrophy is accelerated early after the onset of PD and becomes prominent in later stages of disease according to the development of cognitive, non-motor and mood dysfunctions. Structural MRI may be useful for monitoring and predicting disease progression in PD.
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Affiliation(s)
- Massimo Filippi
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Neurology and Neurophysiology Units, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy.
| | - Elisabetta Sarasso
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Noemi Piramide
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Tanja Stojkovic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Iva Stankovic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Silvia Basaia
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Andrea Fontana
- Unit of Biostatistics, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Foggia, Italy
| | - Aleksandra Tomic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Vladana Markovic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Elka Stefanova
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Vladimir S Kostic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Federica Agosta
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
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18
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Mukku SSR, Jagtap N, Issac TG, Mangalore S, Sivakumar PT. Psychotic symptoms in frontotemporal dementia with right frontotemporal atrophy. Asian J Psychiatr 2020; 52:102040. [PMID: 32361059 DOI: 10.1016/j.ajp.2020.102040] [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: 01/02/2020] [Revised: 03/18/2020] [Accepted: 03/25/2020] [Indexed: 10/24/2022]
Abstract
Frontotemporal dementia (FTD) often mimics a primary psychiatric disorder. A subset of patients with FTD presents with psychotic symptoms either during the course of illness and less often prior to the onset of cognitive decline. This leads to delay in diagnosis and inappropriate exposure to high dose antipsychotic medication. Among the predictors for psychotic symptoms, the involvement of specific anatomical regions such as right frontotemporal lobe has been reported in few studies. We report a case of FTD presenting as late-onset psychosis with right frontotemporal atrophy.
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Affiliation(s)
- Shiva Shanker Reddy Mukku
- Geriatric Clinic & Services, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, 560029, India.
| | - Namrata Jagtap
- Geriatric Clinic & Services, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, 560029, India.
| | - Thomas Gregor Issac
- Geriatric Clinic & Services, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, 560029, India.
| | - Sandhya Mangalore
- Department of Neuroimaging and Interventional Radiology, National Institute of Mental Health and Neurosciences, Bangalore, 560029, India.
| | - Palanimuthu T Sivakumar
- Geriatric Clinic & Services, Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, 560029, India.
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19
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Habes M, Grothe MJ, Tunc B, McMillan C, Wolk DA, Davatzikos C. Disentangling Heterogeneity in Alzheimer's Disease and Related Dementias Using Data-Driven Methods. Biol Psychiatry 2020; 88:70-82. [PMID: 32201044 PMCID: PMC7305953 DOI: 10.1016/j.biopsych.2020.01.016] [Citation(s) in RCA: 98] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 11/30/2019] [Accepted: 01/21/2020] [Indexed: 12/14/2022]
Abstract
Brain aging is a complex process that includes atrophy, vascular injury, and a variety of age-associated neurodegenerative pathologies, together determining an individual's course of cognitive decline. While Alzheimer's disease and related dementias contribute to the heterogeneity of brain aging, these conditions themselves are also heterogeneous in their clinical presentation, progression, and pattern of neural injury. We reviewed studies that leveraged data-driven approaches to examining heterogeneity in Alzheimer's disease and related dementias, with a principal focus on neuroimaging studies exploring subtypes of regional neurodegeneration patterns. Over the past decade, the steadily increasing wealth of clinical, neuroimaging, and molecular biomarker information collected within large-scale observational cohort studies has allowed for a richer understanding of the variability of disease expression within the aging and Alzheimer's disease and related dementias continuum. Moreover, the availability of these large-scale datasets has supported the development and increasing application of clustering techniques for studying disease heterogeneity in a data-driven manner. In particular, data-driven studies have led to new discoveries of previously unappreciated disease subtypes characterized by distinct neuroimaging patterns of regional neurodegeneration, which are paralleled by heterogeneous profiles of pathological, clinical, and molecular biomarker characteristics. Incorporating these findings into novel frameworks for more differentiated disease stratification holds great promise for improving individualized diagnosis and prognosis of expected clinical progression, and provides opportunities for development of precision medicine approaches for therapeutic intervention. We conclude with an account of the principal challenges associated with data-driven heterogeneity analyses and outline avenues for future developments in the field.
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Affiliation(s)
- Mohamad Habes
- Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania; Penn Memory Center, Perelman Center for Advanced Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Biggs Institute Neuroimaging Core, Glenn Biggs Institute for Neurodegenerative Disorders, University of Texas Health Science Center at San Antonio, San Antonio, Texas.
| | - Michel J. Grothe
- German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany,Wallenberg Center for Molecular and Translational Medicine and the Department of Psychiatry and Neurochemistry, University of Gothenburg, Gothenburg, Sweden
| | - Birkan Tunc
- Department of Psychiatry, University of Pennsylvania, Philadelphia, USA
| | - Corey McMillan
- Department of Neurology and Penn FTD Center, University of Pennsylvania, Philadelphia, USA
| | - David A. Wolk
- Department of Neurology and Penn Memory Center, University of Pennsylvania, Philadelphia, USA
| | - Christos Davatzikos
- Center for Biomedical Image Computing and Analytics and Department of Radiology, University of Pennsylvania, Philadelphia, USA
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20
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Licata A, Grimmer T, Winkelmann J, Wagner M, Goldhardt O, Riedl L, Roßmeier C, Yakushev I, Diehl-Schmid J. Variability of clinical syndromes and cerebral glucose metabolism in symptomatic frontotemporal lobar degeneration associated with progranulin mutations. Amyotroph Lateral Scler Frontotemporal Degener 2020; 21:389-395. [PMID: 32567375 DOI: 10.1080/21678421.2020.1779302] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Objective: The aims of our study were to describe the clinical phenotype and to characterize the cerebral glucose metabolism patterns as measured with fluordesoxyglucose-positron emission tomography (FDG-PET) in symptomatic FTLD-patients with different GRN variants. Methods: For this study, data were included from all patients (n = 10) of a single-center FTLD registry study who had a pathogenic GRN variant and who had undergone a cerebral FDG-PET scan. Results: An overt variability of clinical phenotypes was identified with half of the cases being not unambiguously classifiable into one of the clinical FTLD subtypes. Furthermore, GRN + patients showed a considerable inter-individual variability of FDG uptake pattern. In half of the GRN + patients, metabolic changes expanded from frontal and temporal brain regions to parietal brain regions including the posterior cingulate cortex. Striking asymmetry without a preference for either hemisphere was overt in half of GRN + cases. Conclusion: We conclude that GRN mutations cause variable patterns of neurodegeneration that often exceed the anatomical boundaries of the frontotemporal brain regions and produce clinical syndromes that cannot clearly be classified into one of the subtypes as defined by the diagnostic criteria.
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Affiliation(s)
- Abigail Licata
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Psychology, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Timo Grimmer
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany
| | - Juliane Winkelmann
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.,Helmholtz Zentrum München, Institute of Neurogenomics, Munich, Germany.,School of Medicine, Technical University of Munich, Institute of Human Genetics, Munich, Germany
| | - Matias Wagner
- Helmholtz Zentrum München, Institute of Neurogenomics, Munich, Germany.,School of Medicine, Technical University of Munich, Institute of Human Genetics, Munich, Germany.,Helmholtz Zentrum München, Institute of Human Genetics, Neuherberg, Germany, and
| | - Oliver Goldhardt
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany
| | - Lina Riedl
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany
| | - Carola Roßmeier
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany
| | - Igor Yakushev
- Department of Nuclear Medicine, School of Medicine, Technical University of Munich, Munich, Germany
| | - Janine Diehl-Schmid
- Department of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
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21
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Tetzloff KA, Duffy JR, Clark HM, Utianski RL, Strand EA, Machulda MM, Botha H, Martin PR, Schwarz CG, Senjem ML, Reid RI, Gunter JL, Spychalla AJ, Knopman DS, Petersen RC, Jack CR, Lowe VJ, Josephs KA, Whitwell JL. Progressive agrammatic aphasia without apraxia of speech as a distinct syndrome. Brain 2020; 142:2466-2482. [PMID: 31199471 DOI: 10.1093/brain/awz157] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 04/09/2019] [Accepted: 04/16/2019] [Indexed: 12/14/2022] Open
Abstract
Agrammatic aphasia affects grammatical language production and can result from a neurodegenerative disease. Although it typically presents with concomitant apraxia of speech, this is not always the case. Little is known about the clinical course and imaging features of patients that present with agrammatism in the absence of apraxia of speech, which we will refer to as progressive agrammatic aphasia. We aimed to make a detailed description of the longitudinal clinical, linguistic, and neuroimaging features of a cohort of 11 patients with progressive agrammatic aphasia to provide a complete picture of this syndrome. All patients underwent detailed speech and language, neurological and neuropsychological assessments, 3 T structural and diffusion tensor imaging MRI, 18F-fluorodeoxyglucose and Pittsburgh compound B PET. The 11 patients were matched by age and gender to 22 patients who had mixed apraxia of speech and agrammatism. The progressive agrammatic aphasia patients performed abnormally on tests of language, general cognition, executive function, and functional ability at baseline and declined in these measures over time. Only two patients eventually developed apraxia of speech, while parkinsonism was absent-to-mild throughout all visits for all patients. When compared to the patients with mixed apraxia of speech and agrammatism, the patients with progressive agrammatic aphasia performed better on tests of motor speech and parkinsonism but more poorly, and declined faster over time, on tests of general aphasia severity, agrammatism, and naming. The patients with progressive agrammatic aphasia also showed different neuroimaging abnormalities, with greater atrophy, hypometabolism and white matter tract degeneration in the prefrontal and anterior temporal lobes compared to patients with mixed apraxia of speech and agrammatism. These differences were more pronounced as the disease progressed. These results demonstrate that progressive agrammatic aphasia has a different clinical disease course and different underlying neuroanatomical abnormalities than patients with the more common syndrome of mixed agrammatism and apraxia of speech. This supports the distinction of progressive agrammatic aphasia and has implications for the classification of patients with agrammatic aphasia.
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Affiliation(s)
| | - Joseph R Duffy
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | - Mary M Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Peter R Martin
- Department of Health Sciences Research (Biostatistics), Mayo Clinic, Rochester, MN, USA
| | | | | | - Robert I Reid
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | | | | | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
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22
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Tavares TP, Mitchell DGV, Coleman K, Shoesmith C, Bartha R, Cash DM, Moore KM, van Swieten J, Borroni B, Galimberti D, Tartaglia MC, Rowe J, Graff C, Tagliavini F, Frisoni G, Cappa S, Laforce R, de Mendonça A, Sorbi S, Wallstrom G, Masellis M, Rohrer JD, Finger EC. Ventricular volume expansion in presymptomatic genetic frontotemporal dementia. Neurology 2019; 93:e1699-e1706. [PMID: 31578297 PMCID: PMC6946476 DOI: 10.1212/wnl.0000000000008386] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 05/29/2019] [Indexed: 12/12/2022] Open
Abstract
Objective To characterize the time course of ventricular volume expansion in genetic frontotemporal dementia (FTD) and identify the onset time and rates of ventricular expansion in presymptomatic FTD mutation carriers. Methods Participants included patients with a mutation in MAPT, PGRN, or C9orf72, or first-degree relatives of mutation carriers from the GENFI study with MRI scans at study baseline and at 1 year follow-up. Ventricular volumes were obtained from MRI scans using FreeSurfer, with manual editing of segmentation and comparison to fully automated segmentation to establish reliability. Linear mixed models were used to identify differences in ventricular volume and in expansion rates as a function of time to expected disease onset between presymptomatic carriers and noncarriers. Results A total of 123 participants met the inclusion criteria and were included in the analysis (18 symptomatic carriers, 46 presymptomatic mutation carriers, and 56 noncarriers). Ventricular volume differences were observed 4 years prior to symptom disease onset for presymptomatic carriers compared to noncarriers. Annualized rates of ventricular volume expansion were greater in presymptomatic carriers relative to noncarriers. Importantly, time-intensive manually edited and fully automated ventricular volume resulted in similar findings. Conclusions Ventricular volume differences are detectable in presymptomatic genetic FTD. Concordance of results from time-intensive manual editing and fully automatic segmentation approaches support its value as a measure of disease onset and progression in future studies in both presymptomatic and symptomatic genetic FTD.
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Affiliation(s)
- Tamara P Tavares
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Derek G V Mitchell
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Kristy Coleman
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Christen Shoesmith
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Robert Bartha
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - David M Cash
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Katrina M Moore
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - John van Swieten
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Barbara Borroni
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Daniela Galimberti
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Maria Carmela Tartaglia
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - James Rowe
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Caroline Graff
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Fabrizio Tagliavini
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Giovanni Frisoni
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Stefano Cappa
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Robert Laforce
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Alexandre de Mendonça
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Sandro Sorbi
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Garrick Wallstrom
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Mario Masellis
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Jonathan D Rohrer
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada
| | - Elizabeth C Finger
- From the Graduate Program in Neuroscience and Brain and Mind Institute (T.P.T., D.G.V.M., E.C.F.) and Departments of Clinical Neurological Sciences (C.S., E.C.F.) and Medical Biophysics (R.B.), Robarts Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario; Parkwood Institute (K.C., E.C.F.), Lawson Health Research Institute, London, Canada; Dementia Research Centre, Department of Neurodegenerative Disease (D.M.C., K.M.M., J.D.R.), UCL Institute of Neurology, Queen Square; Centre for Medical Image Computing (D.M.C.), University College London, UK; Department of Neurology (J.v.S.), Erasmus Medical Center, Rotterdam, the Netherlands; Neurology Unit, Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Pathophysiology and Transplantation (D.G.), "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Italy; Toronto Western Hospital (M.C.T.), Tanz Centre for Research in Neurodegenerative Disease, Canada; Department of Clinical Neurosciences (J.R.), University of Cambridge, UK; Department NVS (C.G.), Center for Alzheimer Research, Division of Neurogenetics, Karolinska Institutet, Sweden; Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta (F.T.), Milan; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Centro San Giovanni di Dio Fatebenefratelli (G.F., S.C.), Brescia, Italy; Memory Clinic and LANVIE-Laboratory of Neuroimaging of Aging (G.F.), University Hospitals and University of Geneva, Switzerland; Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques (R.L.), CHU de Québec, and Faculté de Médecine, Université Laval, Canada; Faculty of Medicine (A.d.M.), University of Lisbon, Portugal; Department of Neuroscience, Psychology, Drug Research and Child Health (S.S.), University of Florence, and the IRCCS Foundazione Don Carlo Gnocchi (S.S.), Florence, Italy; Statistics & Data Corporation (G.W.), Tempe, AZ; and LC Campbell Cognitive Neurology Research Unit (M.M.), Department of Medicine, Division of Neurology, Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Canada.
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Whitwell JL. FTD spectrum: Neuroimaging across the FTD spectrum. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2019; 165:187-223. [PMID: 31481163 DOI: 10.1016/bs.pmbts.2019.05.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Frontotemporal dementia is a complex and heterogeneous neurodegenerative disease that encompasses many clinical syndromes, pathological diseases, and genetic mutations. Neuroimaging has played a critical role in our understanding of the underlying pathophysiology of frontotemporal dementia and provided biomarkers to aid diagnosis. Early studies defined patterns of neurodegeneration and hypometabolism associated with the clinical, pathological and genetic aspects of frontotemporal dementia, with more recent studies highlighting how the breakdown of structural and functional brain networks define frontotemporal dementia. Molecular positron emission tomography ligands allowing the in vivo imaging of tau proteins have also provided important insights, although more work is needed to understand the biology of the currently available ligands.
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Abstract
Capgras syndrome (CS), also called imposter syndrome, is a rare psychiatric condition that is characterized by the delusion that a family relative or close friend has been replaced by an identical imposter. Here, we describe a 69-year-old man with CS who presented to the Kemal Arikan Psychiatry Clinic with an ongoing belief that his wife had been replaced by an identical imposter. MRI showed selective anterior left temporal lobe atrophy. Quantitative EEG showed bilateral frontal and temporal slowing. Neuropsychological profiling identified a broad range of deficits in the areas of naming, executive function, and long-term memory. On the basis of these findings, we diagnosed frontotemporal dementia. This case demonstrates that CS can clinically accompany frontotemporal dementia.
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25
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Carr AR, Jimenez EE, Thompson PM, Mendez MF. Frontotemporal asymmetry in socioemotional behavior: A pilot study in frontotemporal dementia. Soc Neurosci 2019; 15:15-24. [PMID: 31064266 DOI: 10.1080/17470919.2019.1614478] [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] [Indexed: 10/26/2022]
Abstract
Clinical studies report abnormal socioemotional behavior in patients with right frontotemporal disease, but neuroimaging studies of socioemotional behavior usually show bilateral activations in normal subjects. This discrepancy suggests that impaired interhemispheric collaboration for socioemotional functions results from asymmetric frontotemporal disease. Behavioral variant frontotemporal dementia (bvFTD) can clarify the contribution of direction-independent frontotemporal asymmetry. In a two-part study, we evaluated bvFTD patients using socioemotional scales and magnetic and resonance imaging measures. Part A compared 18 patients on scales of social dysfunction and emotional intelligence with degree of asymmetry in frontal lobe volumes and analyzed differences between lower and higher asymmetry groups. Part B compared 24 patients on scales of social observation and emotional blunting with degree of asymmetry in frontotemporal cortical thickness using multiple linear regression. Both results showed that left or right hemispheric-specific contributions did not account for all socioemotional differences and that frontal lobe and frontotemporal differences in atrophy between the hemispheres accounted for significant variance in abnormalities in social and emotional behavior. These preliminary results indicate that the degree of frontal lobe and frontotemporal asymmetric involvement, regardless of direction or laterality, significantly contribute to socioemotional dysfunction and support the hypothesis that interhemispheric collaboration is important for complex socioemotional behavior.
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Affiliation(s)
- Andrew R Carr
- Neurology Service, V.A. Greater Los Angeles Healthcare System, Los Angeles, CA, USA.,Departments of Neurology, University of California at Los Angeles, Los Angeles, CA, USA
| | - Elvira E Jimenez
- Neurology Service, V.A. Greater Los Angeles Healthcare System, Los Angeles, CA, USA.,Departments of Neurology, University of California at Los Angeles, Los Angeles, CA, USA
| | - Paul M Thompson
- Imaging Genetics Center, Mark & Mary Stevens Neuroimaging & Informatics Institute, University of Southern California, Marina del Rey, CA, USA
| | - Mario F Mendez
- Neurology Service, V.A. Greater Los Angeles Healthcare System, Los Angeles, CA, USA.,Departments of Neurology, University of California at Los Angeles, Los Angeles, CA, USA.,Psychiatry & Biobehavioral Sciences, and Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
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26
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Jiskoot LC, Bocchetta M, Nicholas JM, Cash DM, Thomas D, Modat M, Ourselin S, Rombouts SA, Dopper EG, Meeter LH, Panman JL, van Minkelen R, van der Ende EL, Donker Kaat L, Pijnenburg YA, Borroni B, Galimberti D, Masellis M, Tartaglia MC, Rowe J, Graff C, Tagliavini F, Frisoni GB, Laforce R, Finger E, de Mendonça A, Sorbi S, Papma JM, van Swieten JC, Rohrer JD. Presymptomatic white matter integrity loss in familial frontotemporal dementia in the GENFI cohort: A cross-sectional diffusion tensor imaging study. Ann Clin Transl Neurol 2018; 5:1025-1036. [PMID: 30250860 PMCID: PMC6144447 DOI: 10.1002/acn3.601] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 06/08/2018] [Indexed: 12/12/2022] Open
Abstract
Objective We aimed to investigate mutation-specific white matter (WM) integrity changes in presymptomatic and symptomatic mutation carriers of the C9orf72,MAPT, and GRN mutations by use of diffusion-weighted imaging within the Genetic Frontotemporal dementia Initiative (GENFI) study. Methods One hundred and forty mutation carriers (54 C9orf72, 30 MAPT, 56 GRN), 104 presymptomatic and 36 symptomatic, and 115 noncarriers underwent 3T diffusion tensor imaging. Linear mixed effects models were used to examine the association between diffusion parameters and years from estimated symptom onset in C9orf72,MAPT, and GRN mutation carriers versus noncarriers. Post hoc analyses were performed on presymptomatic mutation carriers only, as well as left-right asymmetry analyses on GRN mutation carriers versus noncarriers. Results Diffusion changes in C9orf72 mutation carriers are present significantly earlier than both MAPT and GRN mutation carriers - characteristically in the posterior thalamic radiation and more posteriorly located tracts (e.g., splenium of the corpus callosum, posterior corona radiata), as early as 30 years before estimated symptom onset. MAPT mutation carriers showed early involvement of the uncinate fasciculus and cingulum, sparing the internal capsule, whereas involvement of the anterior and posterior internal capsule was found in GRN. Restricting analyses to presymptomatic mutation carriers only, similar - albeit less extensive - patterns were found: posteriorly located WM tracts (e.g., posterior thalamic radiation, splenium of the corpus callosum, posterior corona radiata) in presymptomatic C9orf72, the uncinate fasciculus in presymptomatic MAPT, and the internal capsule (anterior and posterior limbs) in presymptomatic GRN mutation carriers. In GRN, most tracts showed significant left-right differences in one or more diffusion parameter, with the most consistent results being found in the UF, EC, RPIC, and ALIC. Interpretation This study demonstrates the presence of early and widespread WM integrity loss in presymptomatic FTD, and suggests a clear genotypic "fingerprint." Our findings corroborate the notion of FTD as a network-based disease, where changes in connectivity are some of the earliest detectable features, and identify diffusion tensor imaging as a potential neuroimaging biomarker for disease-tracking and -staging in presymptomatic to early-stage familial FTD.
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27
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Fumagalli GG, Basilico P, Arighi A, Bocchetta M, Dick KM, Cash DM, Harding S, Mercurio M, Fenoglio C, Pietroboni AM, Ghezzi L, van Swieten J, Borroni B, de Mendonça A, Masellis M, Tartaglia MC, Rowe JB, Graff C, Tagliavini F, Frisoni GB, Laforce R, Finger E, Sorbi S, Scarpini E, Rohrer JD, Galimberti D. Distinct patterns of brain atrophy in Genetic Frontotemporal Dementia Initiative (GENFI) cohort revealed by visual rating scales. ALZHEIMERS RESEARCH & THERAPY 2018; 10:46. [PMID: 29793546 PMCID: PMC5968621 DOI: 10.1186/s13195-018-0376-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 04/25/2018] [Indexed: 11/10/2022]
Abstract
Background In patients with frontotemporal dementia, it has been shown that brain atrophy occurs earliest in the anterior cingulate, insula and frontal lobes. We used visual rating scales to investigate whether identifying atrophy in these areas may be helpful in distinguishing symptomatic patients carrying different causal mutations in the microtubule-associated protein tau (MAPT), progranulin (GRN) and chromosome 9 open reading frame (C9ORF72) genes. We also analysed asymptomatic carriers to see whether it was possible to visually identify brain atrophy before the appearance of symptoms. Methods Magnetic resonance imaging of 343 subjects (63 symptomatic mutation carriers, 132 presymptomatic mutation carriers and 148 control subjects) from the Genetic Frontotemporal Dementia Initiative study were analysed by two trained raters using a protocol of six visual rating scales that identified atrophy in key regions of the brain (orbitofrontal, anterior cingulate, frontoinsula, anterior and medial temporal lobes and posterior cortical areas). Results Intra- and interrater agreement were greater than 0.73 for all the scales. Voxel-based morphometric analysis demonstrated a strong correlation between the visual rating scale scores and grey matter atrophy in the same region for each of the scales. Typical patterns of atrophy were identified: symmetric anterior and medial temporal lobe involvement for MAPT, asymmetric frontal and parietal loss for GRN, and a more widespread pattern for C9ORF72. Presymptomatic MAPT carriers showed greater atrophy in the medial temporal region than control subjects, but the visual rating scales could not identify presymptomatic atrophy in GRN or C9ORF72 carriers. Conclusions These simple-to-use and reproducible scales may be useful tools in the clinical setting for the discrimination of different mutations of frontotemporal dementia, and they may even help to identify atrophy prior to onset in those with MAPT mutations.
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Affiliation(s)
- Giorgio G Fumagalli
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Milan, Italy. .,Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy. .,Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy.
| | - Paola Basilico
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Milan, Italy.,Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Andrea Arighi
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Milan, Italy.,Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - Katrina M Dick
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - David M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - Sophie Harding
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - Matteo Mercurio
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Milan, Italy.,Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Chiara Fenoglio
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Milan, Italy.,Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Anna M Pietroboni
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Milan, Italy.,Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Laura Ghezzi
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Milan, Italy.,Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | | | | | | | - Mario Masellis
- Cognitive Neurology Research Unit, Sunnybrook Health Sciences Centre, Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Maria C Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, ON, Canada
| | | | - Caroline Graff
- Center for Alzheimer Research, Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.,Department of Geriatric Medicine, Karolinska University Hospital, Stockholm, Sweden
| | | | | | | | | | - Sandro Sorbi
- Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy.,IRCCS Don Gnocchi, Florence, Italy
| | - Elio Scarpini
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Milan, Italy.,Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
| | - Daniela Galimberti
- Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Milan, Italy.,Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
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28
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Popuri K, Dowds E, Beg MF, Balachandar R, Bhalla M, Jacova C, Buller A, Slack P, Sengdy P, Rademakers R, Wittenberg D, Feldman HH, Mackenzie IR, Hsiung GYR. Gray matter changes in asymptomatic C9orf72 and GRN mutation carriers. Neuroimage Clin 2018; 18:591-598. [PMID: 29845007 PMCID: PMC5964622 DOI: 10.1016/j.nicl.2018.02.017] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 01/25/2018] [Accepted: 02/16/2018] [Indexed: 01/10/2023]
Abstract
Frontotemporal dementia (FTD) is a neurodegenerative disease with a strong genetic basis. Understanding the structural brain changes during pre-symptomatic stages may allow for earlier diagnosis of patients suffering from FTD; therefore, we investigated asymptomatic members of FTD families with mutations in C9orf72 and granulin (GRN) genes. Clinically asymptomatic subjects from families with C9orf72 mutation (15 mutation carriers, C9orf72+; and 23 non-carriers, C9orf72-) and GRN mutations (9 mutation carriers, GRN+; and 15 non-carriers, GRN-) underwent structural neuroimaging (MRI). Cortical thickness and subcortical gray matter volumes were calculated using FreeSurfer. Group differences were evaluated, correcting for age, sex and years to mean age of disease onset within the subject's family. Mean age of C9orf72+ and C9orf72- were 42.6 ± 11.3 and 49.7 ± 15.5 years, respectively; while GRN+ and GRN- groups were 50.1 ± 8.7 and 53.2 ± 11.2 years respectively. The C9orf72+ group exhibited cortical thinning in the temporal, parietal and frontal regions, as well as reduced volumes of bilateral thalamus and left caudate compared to the entire group of mutation non-carriers (NC: C9orf72- and GRN- combined). In contrast, the GRN+ group did not show any significant differences compared to NC. C9orf72 mutation carriers demonstrate a pattern of reduced gray matter on MRI prior to symptom onset compared to GRN mutation carriers. These findings suggest that the preclinical course of FTD differs depending on the genetic basis and that the choice of neuroimaging biomarkers for FTD may need to take into account the specific genes involved in causing the disease.
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Affiliation(s)
- Karteek Popuri
- School of Engineering Science, Simon Fraser University, Canada
| | - Emma Dowds
- Division of Neurology, Department of Medicine, University of British Columbia, Canada
| | | | | | - Mahadev Bhalla
- School of Engineering Science, Simon Fraser University, Canada
| | - Claudia Jacova
- School of Professional Psychology, Pacific University, Hillsboro, OR, USA
| | - Adrienne Buller
- School of Engineering Science, Simon Fraser University, Canada
| | - Penny Slack
- Division of Neurology, Department of Medicine, University of British Columbia, Canada
| | - Pheth Sengdy
- Division of Neurology, Department of Medicine, University of British Columbia, Canada
| | - Rosa Rademakers
- Department of Neuroscience, Mayo Clinic Jacksonville, FL, USA
| | - Dana Wittenberg
- Division of Neurology, Department of Medicine, University of British Columbia, Canada
| | - Howard H Feldman
- Department of Neurosciences, University of California San Diego, CA, USA
| | - Ian R Mackenzie
- Department of Pathology and Laboratory Medicine, University of British Columbia, Canada
| | - Ging-Yuek R Hsiung
- Division of Neurology, Department of Medicine, University of British Columbia, Canada.
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29
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Vermeiren Y, Janssens J, Aerts T, Martin JJ, Sieben A, Van Dam D, De Deyn PP. Brain Serotonergic and Noradrenergic Deficiencies in Behavioral Variant Frontotemporal Dementia Compared to Early-Onset Alzheimer's Disease. J Alzheimers Dis 2018; 53:1079-96. [PMID: 27314528 DOI: 10.3233/jad-160320] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Routinely prescribed psychoactive drugs in behavioral variant frontotemporal dementia (FTD) for improvement of (non)cognitive symptoms are primarily based on monoamine replacement or augmentation strategies. These were, however, initially intended to symptomatically treat other degenerative, behavioral, or personality disorders, and thus lack disease specificity. Moreover, current knowledge on brain monoaminergic neurotransmitter deficiencies in this presenile disorder is scarce, particularly with reference to changes in Alzheimer's disease (AD). The latter hence favors neurochemical comparison studies in order to elucidate the monoaminergic underpinnings of FTD compared to early-onset AD, which may contribute to better pharmacotherapy. Therefore, frozen brain samples, i.e., Brodmann area (BA) 6/8/9/10/11/12/22/24/46, amygdala, and hippocampus, of 10 neuropathologically confirmed FTD, AD, and control subjects were analyzed by means of reversed-phase high-performance liquid chromatography. Levels of serotonergic, dopaminergic, and noradrenergic compounds were measured. In nine brain areas, serotonin (5-HT) concentrations were significantly increased in FTD compared to AD patients, while 5-hydroxyindoleacetic acid/5-HT ratios were decreased in eight regions, also compared to controls. Furthermore, in all regions, noradrenaline (NA) levels were significantly higher, and 3-methoxy-4-hydroxyphenylglycol/NA ratios were significantly lower in FTD than in AD and controls. Contrarily, significantly higher dopamine (DA) levels and reduced homovanillic acid/DA ratios were only found in BA12 and BA46. Results indicate that FTD is defined by distinct serotonergic and noradrenergic deficiencies. Additional research regarding the interactions between both monoaminergic networks is required. Similarly, clinical trials investigating the effects of 5-HT1A receptor antagonists or NA-modulating agents, such as α1/2/β1-blockers, seem to have a rationale and should be considered.
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Affiliation(s)
- Yannick Vermeiren
- Department of Biomedical Sciences, Laboratory of Neurochemistry and Behavior, Institute Born-Bunge, University of Antwerp, Wilrijk (Antwerp), Belgium.,Department of Neurology and Alzheimer Research Center, University of Groningen and University Medical Center Groningen (UMCG), Groningen, The Netherlands
| | - Jana Janssens
- Department of Biomedical Sciences, Laboratory of Neurochemistry and Behavior, Institute Born-Bunge, University of Antwerp, Wilrijk (Antwerp), Belgium.,Department of Neurology and Alzheimer Research Center, University of Groningen and University Medical Center Groningen (UMCG), Groningen, The Netherlands
| | - Tony Aerts
- Department of Biomedical Sciences, Laboratory of Neurochemistry and Behavior, Institute Born-Bunge, University of Antwerp, Wilrijk (Antwerp), Belgium
| | - Jean-Jacques Martin
- Biobank, Institute Born-Bunge, University of Antwerp, Wilrijk (Antwerp), Belgium
| | - Anne Sieben
- Biobank, Institute Born-Bunge, University of Antwerp, Wilrijk (Antwerp), Belgium.,Department of Neurology, University Hospital Ghent and University of Ghent, Ghent, Belgium
| | - Debby Van Dam
- Department of Biomedical Sciences, Laboratory of Neurochemistry and Behavior, Institute Born-Bunge, University of Antwerp, Wilrijk (Antwerp), Belgium.,Department of Neurology and Alzheimer Research Center, University of Groningen and University Medical Center Groningen (UMCG), Groningen, The Netherlands
| | - Peter P De Deyn
- Department of Biomedical Sciences, Laboratory of Neurochemistry and Behavior, Institute Born-Bunge, University of Antwerp, Wilrijk (Antwerp), Belgium.,Department of Neurology and Alzheimer Research Center, University of Groningen and University Medical Center Groningen (UMCG), Groningen, The Netherlands.,Department of Neurology and Memory Clinic, Hospital Network Antwerp (ZNA) Middelheim and Hoge Beuken, Antwerp, Belgium.,Biobank, Institute Born-Bunge, University of Antwerp, Wilrijk (Antwerp), Belgium
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30
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Chitramuthu BP, Bennett HPJ, Bateman A. Progranulin: a new avenue towards the understanding and treatment of neurodegenerative disease. Brain 2017; 140:3081-3104. [PMID: 29053785 DOI: 10.1093/brain/awx198] [Citation(s) in RCA: 97] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 06/26/2017] [Indexed: 12/14/2022] Open
Abstract
Progranulin, a secreted glycoprotein, is encoded in humans by the single GRN gene. Progranulin consists of seven and a half, tandemly repeated, non-identical copies of the 12 cysteine granulin motif. Many cellular processes and diseases are associated with this unique pleiotropic factor that include, but are not limited to, embryogenesis, tumorigenesis, inflammation, wound repair, neurodegeneration and lysosome function. Haploinsufficiency caused by autosomal dominant mutations within the GRN gene leads to frontotemporal lobar degeneration, a progressive neuronal atrophy that presents in patients as frontotemporal dementia. Frontotemporal dementia is an early onset form of dementia, distinct from Alzheimer's disease. The GRN-related form of frontotemporal lobar dementia is a proteinopathy characterized by the appearance of neuronal inclusions containing ubiquitinated and fragmented TDP-43 (encoded by TARDBP). The neurotrophic and neuro-immunomodulatory properties of progranulin have recently been reported but are still not well understood. Gene delivery of GRN in experimental models of Alzheimer's- and Parkinson's-like diseases inhibits phenotype progression. Here we review what is currently known concerning the molecular function and mechanism of action of progranulin in normal physiological and pathophysiological conditions in both in vitro and in vivo models. The potential therapeutic applications of progranulin in treating neurodegenerative diseases are highlighted.
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Affiliation(s)
- Babykumari P Chitramuthu
- Endocrine Research Laboratory, Royal Victoria Hospital, and McGill University Health Centre Research Institute, Centre for Translational Biology, Platform in Metabolic Disorders and Complications, 1001 Decarie Boulevard, QC, Canada, H4A 3J1
| | - Hugh P J Bennett
- Endocrine Research Laboratory, Royal Victoria Hospital, and McGill University Health Centre Research Institute, Centre for Translational Biology, Platform in Metabolic Disorders and Complications, 1001 Decarie Boulevard, QC, Canada, H4A 3J1
| | - Andrew Bateman
- Endocrine Research Laboratory, Royal Victoria Hospital, and McGill University Health Centre Research Institute, Centre for Translational Biology, Platform in Metabolic Disorders and Complications, 1001 Decarie Boulevard, QC, Canada, H4A 3J1
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31
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Whitwell JL, Weigand SD, Duffy JR, Clark HM, Strand EA, Machulda MM, Spychalla AJ, Senjem ML, Jack CR, Josephs KA. Predicting clinical decline in progressive agrammatic aphasia and apraxia of speech. Neurology 2017; 89:2271-2279. [PMID: 29093069 DOI: 10.1212/wnl.0000000000004685] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 09/08/2017] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To determine whether baseline clinical and MRI features predict rate of clinical decline in patients with progressive apraxia of speech (AOS). METHODS Thirty-four patients with progressive AOS, with AOS either in isolation or in the presence of agrammatic aphasia, were followed up longitudinally for up to 4 visits, with clinical testing and MRI at each visit. Linear mixed-effects regression models including all visits (n = 94) were used to assess baseline clinical and MRI variables that predict rate of worsening of aphasia, motor speech, parkinsonism, and behavior. Clinical predictors included baseline severity and AOS type. MRI predictors included baseline frontal, premotor, motor, and striatal gray matter volumes. RESULTS More severe parkinsonism at baseline was associated with faster rate of decline in parkinsonism. Patients with predominant sound distortions (AOS type 1) showed faster rates of decline in aphasia and motor speech, while patients with segmented speech (AOS type 2) showed faster rates of decline in parkinsonism. On MRI, we observed trends for fastest rates of decline in aphasia in patients with relatively small left, but preserved right, Broca area and precentral cortex. Bilateral reductions in lateral premotor cortex were associated with faster rates of decline of behavior. No associations were observed between volumes and decline in motor speech or parkinsonism. CONCLUSIONS Rate of decline of each of the 4 clinical features assessed was associated with different baseline clinical and regional MRI predictors. Our findings could help improve prognostic estimates for these patients.
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Affiliation(s)
- Jennifer L Whitwell
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN.
| | - Stephen D Weigand
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN
| | - Joseph R Duffy
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN
| | - Heather M Clark
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN
| | - Edythe A Strand
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN
| | - Mary M Machulda
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN
| | - Anthony J Spychalla
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN
| | - Matthew L Senjem
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN
| | - Clifford R Jack
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN
| | - Keith A Josephs
- From the Department of Radiology (J.L.W., A.J.S., M.L.S., C.R.J.), Department of Health Sciences Research (Biostatistics) (S.D.W.), Department of Neurology (Speech Pathology) (J.R.D., H.M.C., E.A.S.), Department of Psychiatry & Psychology (Neuropsychology) (M.M.M.), Department of Information Technology (M.L.S.), and Department of Neurology (Behavioral Neurology and Movement Disorders) (K.A.J.), Mayo Clinic, Rochester, MN
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Ranasinghe KG, Rankin KP, Pressman PS, Perry DC, Lobach IV, Seeley WW, Coppola G, Karydas AM, Grinberg LT, Shany-Ur T, Lee SE, Rabinovici GD, Rosen HJ, Gorno-Tempini ML, Boxer AL, Miller ZA, Chiong W, DeMay M, Kramer JH, Possin KL, Sturm VE, Bettcher BM, Neylan M, Zackey DD, Nguyen LA, Ketelle R, Block N, Wu TQ, Dallich A, Russek N, Caplan A, Geschwind DH, Vossel KA, Miller BL. Distinct Subtypes of Behavioral Variant Frontotemporal Dementia Based on Patterns of Network Degeneration. JAMA Neurol 2017; 73:1078-88. [PMID: 27429218 DOI: 10.1001/jamaneurol.2016.2016] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
IMPORTANCE Clearer delineation of the phenotypic heterogeneity within behavioral variant frontotemporal dementia (bvFTD) will help uncover underlying biological mechanisms and improve clinicians' ability to predict disease course and to design targeted management strategies. OBJECTIVE To identify subtypes of bvFTD syndrome based on distinctive patterns of atrophy defined by selective vulnerability of specific functional networks targeted in bvFTD using statistical classification approaches. DESIGN, SETTING AND PARTICIPANTS In this retrospective observational study, 90 patients meeting the Frontotemporal Dementia Consortium consensus criteria for bvFTD underwent evaluation at the Memory and Aging Center of the Department of Neurology at University of California, San Francisco. Patients underwent a multidisciplinary clinical evaluation, including clinical demographics, genetic testing, symptom evaluation, neurologic examination, neuropsychological bedside testing, and socioemotional assessments. All patients underwent structural magnetic resonance imaging at their earliest evaluation at the memory clinic. From each patient's structural imaging scans, the mean volumes of 18 regions of interest (ROI) constituting the functional networks specifically vulnerable in bvFTD, including the salience network (SN), with key nodes in the frontoinsula and pregenual anterior cingulate, and the semantic appraisal network (SAN), anchored in the anterior temporal lobe and subgenual cingulate, were estimated. Principal component and cluster analyses of ROI volumes were used to identify patient clusters with anatomically distinct atrophy patterns. Data were collected from from June 19, 2002, to January 13, 2015. MAIN OUTCOMES AND MEASURES Evaluation of brain morphology and other clinical features, including presenting symptoms, neurologic examination signs, neuropsychological performance, rate of dementia progression, and socioemotional function, in each patient cluster. RESULTS Ninety patients (54 men [60%]; 36 women [40%]; mean [SD] age at evaluation, 55.1 [9.7] years) were included in the analysis. Four subgroups of patients with bvFTD with distinct anatomic patterns of network degeneration were identified, including 2 salience network-predominant subgroups (frontal/temporal [SN-FT] and frontal [SN-F]), a semantic appraisal network-predominant group (SAN), and a subcortical-predominant group. Subgroups demonstrated distinct patterns of cognitive, socioemotional, and motor symptoms, as well as genetic compositions and estimated rates of disease progression. CONCLUSIONS AND RELEVANCE Divergent patterns of vulnerability in specific functional network components make an important contribution to the clinical heterogeneity of bvFTD. The data-driven anatomic classification identifies biologically meaningful anatomic phenotypes and provides a replicable approach to disambiguate the bvFTD syndrome.
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Affiliation(s)
- Kamalini G Ranasinghe
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Katherine P Rankin
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Peter S Pressman
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - David C Perry
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Iryna V Lobach
- Memory and Aging Center, Department of Neurology, University of California, San Francisco2Department of Epidemiology and Biostatistics, University of California, San Francisco
| | - William W Seeley
- Memory and Aging Center, Department of Neurology, University of California, San Francisco3Department of Pathology, University of California, San Francisco
| | - Giovanni Coppola
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles
| | - Anna M Karydas
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Lea T Grinberg
- Memory and Aging Center, Department of Neurology, University of California, San Francisco3Department of Pathology, University of California, San Francisco
| | - Tal Shany-Ur
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Suzee E Lee
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Gil D Rabinovici
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Howard J Rosen
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | | | - Adam L Boxer
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Zachary A Miller
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Winston Chiong
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Mary DeMay
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Joel H Kramer
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Katherine L Possin
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Virginia E Sturm
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Brianne M Bettcher
- Memory and Aging Center, Department of Neurology, University of California, San Francisco5Departments of Neurosurgery and Neurology, University of Colorado Anschutz School of Medicine, Aurora
| | - Michael Neylan
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Diana D Zackey
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Lauren A Nguyen
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Robin Ketelle
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Nikolas Block
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Teresa Q Wu
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Alison Dallich
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Natanya Russek
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Alyssa Caplan
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
| | - Daniel H Geschwind
- Center for Autism Research and Treatment, University of California, Los Angeles
| | - Keith A Vossel
- Memory and Aging Center, Department of Neurology, University of California, San Francisco7Gladstone Institute of Neurological Disease, San Francisco, California
| | - Bruce L Miller
- Memory and Aging Center, Department of Neurology, University of California, San Francisco
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Claassen DO, McDonell KE, Donahue M, Rawal S, Wylie SA, Neimat JS, Kang H, Hedera P, Zald D, Landman B, Dawant B, Rane S. Cortical asymmetry in Parkinson's disease: early susceptibility of the left hemisphere. Brain Behav 2016; 6:e00573. [PMID: 28031997 PMCID: PMC5167000 DOI: 10.1002/brb3.573] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Revised: 07/05/2016] [Accepted: 08/08/2016] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND AND PURPOSE Clinically, Parkinson's disease (PD) presents with asymmetric motor symptoms. The left nigrostriatal system appears more susceptible to early degeneration than the right, and a left-lateralized pattern of early neuropathological changes is also described in several neurodegenerative conditions, including Alzheimer's disease, frontotemporal dementia, and Huntington's disease. In this study, we evaluated hemispheric differences in estimated rates of atrophy in a large, well-characterized cohort of PD patients. METHODS Our cohort included 205 PD patients who underwent clinical assessments and T1-weighted brain MRI's. Patients were classified into Early (n = 109) and Late stage (n = 96) based on disease duration, defined as greater than or less than 10 years of motor symptoms. Cortical thickness was determined using FreeSurfer, and a bootstrapped linear regression model was used to estimate differences in rates of atrophy between Early and Late patients. RESULTS Our results show that patients classified as Early stage exhibit a greater estimated rate of cortical atrophy in left frontal regions, especially the left insula and olfactory sulcus. This pattern was replicated in left-handed patients, and was not influenced by the degree of motor symptom asymmetry (i.e., left-sided predominant motor symptoms). Patients classified as Late stage exhibited greater atrophy in the bilateral occipital, and right hemisphere-predominant cortical areas. CONCLUSIONS We show that cortical degeneration in PD differs between cerebral hemispheres, and findings suggest a pattern of early left, and late right hemisphere with posterior cortical atrophy. Further investigation is warranted to elucidate the underlying mechanisms of this asymmetry and pathologic implications.
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Affiliation(s)
| | | | - Manus Donahue
- Vanderbilt University Institute of Imaging Science Nashville TN USA
| | - Shiv Rawal
- Meharry Medical College Nashville TN USA
| | - Scott A Wylie
- Department of Neurology Vanderbilt University Nashville TN USA
| | - Joseph S Neimat
- Department of Neurosurgery University of Louisville Louisville KY USA
| | - Hakmook Kang
- Department of Biostatistics Vanderbilt University Nashville TN USA
| | - Peter Hedera
- Department of Neurology Vanderbilt University Nashville TN USA
| | - David Zald
- Department of Psychology Vanderbilt University Nashville TN USA
| | - Bennett Landman
- Department of Electrical Engineering Vanderbilt University Nashville TN USA
| | - Benoit Dawant
- Department of Electrical Engineering Vanderbilt University Nashville TN USA
| | - Swati Rane
- Vanderbilt University Institute of Imaging Science Nashville TN USA
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34
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Cerami C, Dodich A, Lettieri G, Iannaccone S, Magnani G, Marcone A, Gianolli L, Cappa SF, Perani D. Different FDG-PET metabolic patterns at single-subject level in the behavioral variant of fronto-temporal dementia. Cortex 2016; 83:101-12. [DOI: 10.1016/j.cortex.2016.07.008] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2016] [Revised: 05/23/2016] [Accepted: 07/08/2016] [Indexed: 10/21/2022]
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Prado LDGR, Bicalho ICS, Magalhães D, Caramelli P, Teixeira AL, de Souza LC. C9ORF72 and the FTD-ALS spectrum: A systematic review of neuroimaging studies. Dement Neuropsychol 2015; 9:413-421. [PMID: 29213991 PMCID: PMC5619324 DOI: 10.1590/1980-57642015dn94000413] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Objective To perform a systematic review of the literature on the neuroimaging
investigation of frontotemporal dementia (FTD) and amyotrophic lateral
sclerosis (ALS) associated with C9ORF72 mutation. Methods The search was performed on PubMed and LILACS with the following terms:
C9ORF72, MRI, SPECT, PET, ALS, FTD. No filters were
added. Results Twenty articles were selected. Most studies found consistent involvement of
frontotemporal regions in C9ORF72 carriers, including
prefrontal cortex, and also cingulate, subcortical regions, especially the
thalami, and posterior regions such as the parietal and occipital lobes.
Functional connectivity was also explored and impaired sensorimotor
connectivity in striatum and thalami was found in behavioral variant FTD
C9ORF72 carriers. Some papers have reported an absence
of significant abnormalities on brain imaging. Conclusion The inclusion of patients at different stages of the disease, differences in
neuroimaging methods across studies, and distinct clinical phenotypes
associated with C9ORF72 may account for the heterogeneity
of results.
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Affiliation(s)
- Laura de Godoy Rousseff Prado
- Postgraduate Program of Neuroscience, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, MG, Brazil.,Neuromuscular Diseases Center, Department of Neurology, University Hospital, UFMG
| | - Isabella Carolina Santos Bicalho
- Postgraduate Program of Neuroscience, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, MG, Brazil.,Neuromuscular Diseases Center, Department of Neurology, University Hospital, UFMG
| | - Daiane Magalhães
- Universidade José do Rosário Vellano - UNIFENAS, Belo Horizonte, MG, Brazil
| | - Paulo Caramelli
- Postgraduate Program of Neuroscience, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, MG, Brazil.,Internal Medicine Department, Medical School, UFMG.,Department of Neurology - University Hospital, UFMG
| | - Antônio Lúcio Teixeira
- Postgraduate Program of Neuroscience, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, MG, Brazil.,Neuromuscular Diseases Center, Department of Neurology, University Hospital, UFMG.,Internal Medicine Department, Medical School, UFMG.,Department of Neurology - University Hospital, UFMG
| | - Leonardo Cruz de Souza
- Postgraduate Program of Neuroscience, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, MG, Brazil.,Neuromuscular Diseases Center, Department of Neurology, University Hospital, UFMG.,Internal Medicine Department, Medical School, UFMG.,Department of Neurology - University Hospital, UFMG
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36
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Abstract
Frontotemporal dementia (FTD) was one of the lesser known dementias until the recent advancements revealing its genetic and pathological foundation. This common neurodegenerative disorder has three clinical subtypes- behavioral, semantic and progressive non fluent aphasia. The behavioral variant mostly exhibits personality changes, while the other two encompass various language deficits. This review discusses the basic pathology, genetics, clinical and histological presentation and the diagnosis of the 3 subtypes. It also deliberates the different therapeutic modalities currently available for frontotemporal dementia and the challenges faced by the caregivers. Lastly it explores the scope of further research into the diagnosis and management of FTD.
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Affiliation(s)
- Sayantani Ghosh
- Department of Neurology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Carol F Lippa
- Department of Neurology, Drexel University College of Medicine, Philadelphia, PA, USA
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Origone P, Accardo J, Verdiani S, Lamp M, Arnaldi D, Bellone E, Picco A, Morbelli S, Mandich P, Nobili F. Neuroimaging features in C9orf72 and TARDBP double mutation with FTD phenotype. Neurocase 2015; 21:529-34. [PMID: 25138285 DOI: 10.1080/13554794.2014.951057] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Increasing evidence has shown that morphological and functional neuroimaging may help to understand the pathophysiological mechanisms leading to behavioral disturbances in patients with genetic or sporadic frontotemporal dementia (FTD). The C9orf72 expansion was found in association with the N267S TARDBP mutation in two siblings with behavioral-variant FTD (bvFTD). In one of them with very mild dementia, MRI showed symmetric atrophy of temporal, inferolateral and orbital frontal cortex, while [18F]FDG-PET disclosed more extended hypometabolism in dorsolateral and inferolateral frontal cortex, anterior cingulate, and caudate nucleus. Hypometabolism in right lateral and orbital frontal cortex was confirmed also in comparison with a group of sporadic bvFTD patients. These findings appear as the neuroimaging hallmark of double C9orf72 and TARDBP gene mutation with a bvFTD phenotype.
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Affiliation(s)
- Paola Origone
- a Department of Internal Medicine , University of Genoa , Genoa , Italy
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38
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Abstract
Mutations in the progranulin gene (GRN) are a common cause of familial frontotemporal dementia. We used a comprehensive neuropsychological battery to investigate whether early cognitive changes could be detected in GRN mutation carriers before dementia onset. Twenty-four at-risk members from six families with known GRN mutations underwent detailed neuropsychological testing. Group differences were investigated by domains of attention, language, visuospatial function, verbal memory, non-verbal memory, working memory and executive function. There was a trend for mutation carriers (n=8) to perform more poorly than non-carriers (n=16) across neuropsychological domains, with significant between group differences for visuospatial function (p<.04; d=0.92) and working memory function (p<.02; d=1.10). Measurable cognitive differences exist before the development of frontotemporal dementia in subjects with GRN mutations. The neuropsychological profile of mutation carriers suggests early asymmetric, right hemisphere brain dysfunction that is consistent with recent functional imaging data from our research group and the broader literature.
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Harper L, Barkhof F, Scheltens P, Schott JM, Fox NC. An algorithmic approach to structural imaging in dementia. J Neurol Neurosurg Psychiatry 2014; 85:692-8. [PMID: 24133287 PMCID: PMC4033032 DOI: 10.1136/jnnp-2013-306285] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Accurate and timely diagnosis of dementia is important to guide management and provide appropriate information and support to patients and families. Currently, with the exception of individuals with genetic mutations, postmortem examination of brain tissue remains the only definitive means of establishing diagnosis in most cases, however, structural neuroimaging, in combination with clinical assessment, has value in improving diagnostic accuracy during life. Beyond the exclusion of surgical pathology, signal change and cerebral atrophy visible on structural MRI can be used to identify diagnostically relevant imaging features, which provide support for clinical diagnosis of neurodegenerative dementias. While no structural imaging feature has perfect sensitivity and specificity for a given diagnosis, there are a number of imaging characteristics which provide positive predictive value and help to narrow the differential diagnosis. While neuroradiological expertise is invaluable in accurate scan interpretation, there is much that a non-radiologist can gain from a focused and structured approach to scan analysis. In this article we describe the characteristic MRI findings of the various dementias and provide a structured algorithm with the aim of providing clinicians with a practical guide to assessing scans.
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Affiliation(s)
- Lorna Harper
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, , London, UK
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Poletti M, Sambataro F. The development of delusion revisited: a transdiagnostic framework. Psychiatry Res 2013; 210:1245-59. [PMID: 23978732 DOI: 10.1016/j.psychres.2013.07.032] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2012] [Revised: 07/15/2013] [Accepted: 07/20/2013] [Indexed: 01/07/2023]
Abstract
This study proposes a transdiagnostic framework for delusion development, analysing psychiatric (schizophrenia, bipolar disorder, major depressive disorder) and neurological disorders (stroke, and neurodegenerative diseases) in which delusions are predominant. Our aim is to identify a transdiagnostic core of neural and cognitive alterations associated with delusions across distinct clinical disorders. Reviewed empirical evidence suggests delusions are associated: on the neural level with changes in the ventromedial prefrontal cortex (vmPFC) networks, and on the neuropsychological level with dysfunction in the processes (generation of affective value, the construction of internal models of the world, and the reflection about Self and/or Other's mental states) that these network mediate. The concurrent aberration of all these processes could be critical for the clinical transition to a psychotic delusional state. In particular, delusions could become clinically manifest when (1) stimuli are attributed an aberrant affective salience, that (2) is explained by the patient within distorted explanatory internal models that (3) are poorly inhibited by cognitive control systems. This framework extends the two-factor account of delusion model and suggests that common neural mechanisms for the delusions in psychiatric and in neurological disorders.
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Affiliation(s)
- Michele Poletti
- Department of Mental Health and Pathological Addiction, AUSL of Reggio Emilia, Reggio Emilia, Italy.
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41
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The clinical and pathological phenotypes of frontotemporal dementia with C9ORF72 mutations. J Neurol Sci 2013; 335:26-35. [DOI: 10.1016/j.jns.2013.09.013] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2013] [Revised: 09/04/2013] [Accepted: 09/09/2013] [Indexed: 12/12/2022]
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Montigny C, Castellanos-Ryan N, Whelan R, Banaschewski T, Barker GJ, Büchel C, Gallinat J, Flor H, Mann K, Paillère-Martinot ML, Nees F, Lathrop M, Loth E, Paus T, Pausova Z, Rietschel M, Schumann G, Smolka MN, Struve M, Robbins TW, Garavan H, Conrod PJ. A phenotypic structure and neural correlates of compulsive behaviors in adolescents. PLoS One 2013; 8:e80151. [PMID: 24244633 PMCID: PMC3828212 DOI: 10.1371/journal.pone.0080151] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2013] [Accepted: 09/30/2013] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND A compulsivity spectrum has been hypothesized to exist across Obsessive-Compulsive disorder (OCD), Eating Disorders (ED), substance abuse (SA) and binge-drinking (BD). The objective was to examine the validity of this compulsivity spectrum, and differentiate it from an externalizing behaviors dimension, but also to look at hypothesized personality and neural correlates. METHOD A community-sample of adolescents (N=1938; mean age 14.5 years), and their parents were recruited via high-schools in 8 European study sites. Data on adolescents' psychiatric symptoms, DSM diagnoses (DAWBA) and substance use behaviors (AUDIT and ESPAD) were collected through adolescent- and parent-reported questionnaires and interviews. The phenotypic structure of compulsive behaviors was then tested using structural equation modeling. The model was validated using personality variables (NEO-FFI and TCI), and Voxel-Based Morphometry (VBM) analysis. RESULTS Compulsivity symptoms best fit a higher-order two factor model, with ED and OCD loading onto a compulsivity factor, and BD and SA loading onto an externalizing factor, composed also of ADHD and conduct disorder symptoms. The compulsivity construct correlated with neuroticism (r=0.638; p ≤ 0.001), conscientiousness (r=0.171; p ≤ 0.001), and brain gray matter volume in left and right orbitofrontal cortex, right ventral striatum and right dorsolateral prefrontal cortex. The externalizing factor correlated with extraversion (r=0.201; p ≤ 0.001), novelty-seeking (r=0.451; p ≤ 0.001), and negatively with gray matter volume in the left inferior and middle frontal gyri. CONCLUSIONS Results suggest that a compulsivity spectrum exists in an adolescent, preclinical sample and accounts for variance in both OCD and ED, but not substance-related behaviors, and can be differentiated from an externalizing spectrum.
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Affiliation(s)
- Chantale Montigny
- Department of Psychiatry, Université de Montréal, CHU Ste Justine Hospital, Montreal, Canada
| | | | - Robert Whelan
- Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
- Departments of Psychiatry and Psychology, University of Vermont, Burlington, Vermont, United States of America
| | - Tobias Banaschewski
- Central Institute of Mental Health, Mannheim, Germany
- Mannheim Medical Faculty, University of Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim / Heidelberg University, Department of Addictive Behaviour and Addiction Medicine, Manheim, Germany
| | | | | | - Jürgen Gallinat
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité, Universitätsmedizin Berlin, Germany
| | - Herta Flor
- Central Institute of Mental Health, Mannheim, Germany
- Mannheim Medical Faculty, University of Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim / Heidelberg University, Department of Addictive Behaviour and Addiction Medicine, Manheim, Germany
| | - Karl Mann
- Central Institute of Mental Health, Mannheim, Germany
- Mannheim Medical Faculty, University of Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim / Heidelberg University, Department of Addictive Behaviour and Addiction Medicine, Manheim, Germany
| | - Marie-Laure Paillère-Martinot
- Institut National de la Santé et de la Recherche Médicale, INSERM CEA Unit 1000 “Imaging & Psychiatry”, University Paris Sud, Orsay, France
- AP-HP Department of Adolescent Psychopathology and Medicine, Maison de Solenn, University Paris Descartes, Paris, France
| | - Frauke Nees
- Central Institute of Mental Health, Mannheim, Germany
- Mannheim Medical Faculty, University of Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim / Heidelberg University, Department of Addictive Behaviour and Addiction Medicine, Manheim, Germany
| | | | - Eva Loth
- MRC Social, Genetic and Developmental Psychiatry (SGDP) Centre, London, United Kingdom
- Institute of Psychiatry, King’s College London, United Kingdom
| | - Tomas Paus
- Rotman Research Institute, University of Toronto, Toronto, Canada
- School of Psychology, University of Nottingham, United Kingdom
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Zdenka Pausova
- The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Marcella Rietschel
- Central Institute of Mental Health, Mannheim, Germany
- Mannheim Medical Faculty, University of Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim / Heidelberg University, Department of Addictive Behaviour and Addiction Medicine, Manheim, Germany
| | - Gunter Schumann
- MRC Social, Genetic and Developmental Psychiatry (SGDP) Centre, London, United Kingdom
- Institute of Psychiatry, King’s College London, United Kingdom
| | - Michael N. Smolka
- Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Germany
- Neuroimaging Center, Department of Psychology, Technische Universität Dresden, Germany
| | - Maren Struve
- Central Institute of Mental Health, Mannheim, Germany
| | - Trevor W. Robbins
- Behavioural and Clinical Neurosciences Institute, Department of Experimental Psychology, University of Cambridge, United Kingdom
| | - Hugh Garavan
- Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
- Departments of Psychiatry and Psychology, University of Vermont, Burlington, Vermont, United States of America
| | - Patricia J. Conrod
- Department of Psychiatry, Université de Montréal, CHU Ste Justine Hospital, Montreal, Canada
- Institute of Psychiatry, King’s College London, United Kingdom
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C9ORF72 mutations in neurodegenerative diseases. Mol Neurobiol 2013; 49:386-98. [PMID: 23934648 DOI: 10.1007/s12035-013-8528-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2013] [Accepted: 07/31/2013] [Indexed: 12/11/2022]
Abstract
Recent works have demonstrated an expansion of the GGGGCC hexanucleotide repeat in the first intron of chromosome 9 open reading frame 72 (C9ORF72), encoding an unknown C9ORF72 protein, which was responsible for an unprecedented large proportion of amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD) cases of European ancestry. C9ORF72 is expressed in most tissues including the brain. Emerging evidence has demonstrated that C9ORF72 mutations could reduce the level of C9ORF72 variant 1, which may influence protein expression and the formation of nuclear RNA foci. The spectrum of mutations is broad and provides new insight into neurological diseases. Clinical manifestations of diseases related with C9ORF72 mutations can vary from FTD, ALS, primary lateral sclerosis (PLS), progressive muscular atrophy (PMA), Huntington disease-like syndrome (HDL syndrome), to Alzheimer's disease. In this article, we will review the brief characterizations of the C9ORF72 gene, the expansion mutations, the related disorders, and their features, followed by a discussion of the deficiency knowledge of C9ORF72 mutations. Based on the possible pathological mechanisms of C9ORF72 mutations in ALS and FTD, we can find new targets for the treatment of C9ORF72 mutation-related diseases. Future studies into the mechanisms, taking into consideration the discovery of those disorders, will significantly accelerate new discoveries in this field, including targeting identification of new therapy.
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Warren JD, Rohrer JD, Schott JM, Fox NC, Hardy J, Rossor MN. Molecular nexopathies: a new paradigm of neurodegenerative disease. Trends Neurosci 2013; 36:561-9. [PMID: 23876425 PMCID: PMC3794159 DOI: 10.1016/j.tins.2013.06.007] [Citation(s) in RCA: 198] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Revised: 06/17/2013] [Accepted: 06/26/2013] [Indexed: 12/12/2022]
Abstract
Neural networks provide candidate substrates for the spread of proteinopathies causing neurodegeneration, and emerging data suggest that macroscopic signatures of network disintegration differentiate diseases. However, how do protein abnormalities produce network signatures? The answer may lie with 'molecular nexopathies': specific, coherent conjunctions of pathogenic protein and intrinsic network characteristics that define network signatures of neurodegenerative pathologies. Key features of the paradigm that we propose here include differential intrinsic network vulnerability to propagating protein abnormalities, in part reflecting developmental structural and functional factors; differential vulnerability of neural connection types (e.g., clustered versus distributed connections) to particular pathogenic proteins; and differential impact of molecular effects (e.g., toxic-gain-of-function versus loss-of-function) on gradients of network damage. The paradigm has implications for understanding and predicting neurodegenerative disease biology.
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Affiliation(s)
- Jason D Warren
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, University College London, London, UK.
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Premi E, Grassi M, Gazzina S, Paghera B, Pepe D, Archetti S, Padovani A, Borroni B. The neuroimaging signature of frontotemporal lobar degeneration associated with Granulin mutations: an effective connectivity study. J Nucl Med 2013; 54:1066-71. [PMID: 23687363 DOI: 10.2967/jnumed.112.111773] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
UNLABELLED It has been suggested that monogenic frontotemporal lobar degeneration (FTLD) due to Granulin (GRN) mutations might present a specific pattern of atrophy, as compared with FTLD GRN-negative disease. Recent literature has suggested that the study of functional neural networks, rather than regional structural damage, might better elucidate the pathogenic mechanisms, showing complex relationships among structural alterations observed with conventional neuroimaging. The aim of this study was to evaluate effective brain connectivity in FTLD patients carrying GRN mutations (GRN+), compared with FTLD patients without pathogenetic GRN mutations (GRN-) and healthy controls (HCs). METHODS Twenty-six FTLD patients (13 GRN+ and 13 GRN- matched for age, sex, and phenotype) and 13 age- and sex-matched HCs underwent brain perfusion SPECT. Brain regions involved in FTLD (dorsolateral, anterior cingulate, orbitofrontal, posterior temporal, temporal pole, and parietal) were used as regions of interest to identify functionally interconnected areas. An effective connectivity (path) analysis was defined with a PC algorithm (named after its inventors Peter Spirtes and Clark Glymour) search procedure and structural equation fitting. Statistically significant differences among the 3 groups were determined. RESULTS The best-fitting model was obtained by the data-driven approach, and brain connectivity pathways resembling state-of-the-art anatomic knowledge were obtained. When GRN+ and GRN- groups were considered, the former presented a selective bilateral parietotemporal disconnection, compared with GRN- patients. Furthermore, in FTLD GRN+ patients an increased compensative connectivity of the temporal regions (temporal pole and posterior temporal cortices) was observed. CONCLUSION The present work suggests that impairment of effective functional connectivity of the parietotemporal regions is the hallmark of GRN-related FTLD. However, compensative mechanisms--which should be further investigated-may occur.
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Affiliation(s)
- Enrico Premi
- Centre for Ageing Brain and Neurodegenerative Disorders, Neurology Unit, University of Brescia, Italy
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Pan XD, Chen XC. Clinic, neuropathology and molecular genetics of frontotemporal dementia: a mini-review. Transl Neurodegener 2013; 2:8. [PMID: 23597030 PMCID: PMC3639184 DOI: 10.1186/2047-9158-2-8] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2012] [Accepted: 04/08/2013] [Indexed: 12/13/2022] Open
Abstract
Frontotemporal lobar degeneration (FTLD) represents a group of clinically, neuropathologically and genetically heterogeneous disorders with plenty of overlaps between the neurodegenerative mechanism and the clinical phenotype. FTLD is pathologically characterized by the frontal and temporal lobar atrophy. Frontotemporal dementia (FTD) clinically presents with abnormalities of behavior and personality and language impairments variants. The clinical spectrum of FTD encompasses distinct canonical syndromes: behavioural variant of FTD (bvFTD) and primary progressive aphasia. The later includes nonfluent/agrammatic variant PPA (nfvPPA or PNFA), semantic variant PPA (svPPA or SD) and logopenic variant PPA (lvPPA). In addition, there is also overlap of FTD with motor neuron disease (FTD-MND or FTD-ALS), as well as the parkinsonian syndromes, progressive supranuclear palsy (PSP) and corticobasal syndrome (CBS). The FTLD spectrum disorders are based upon the predominant neuropathological proteins (containing inclusions of hyperphosphorylated tau or ubiquitin protein, e.g transactive response (TAR) DNA-binding protein 43 kDa (TDP-43) and fusedin-sarcoma protein in neurons and glial cells) into three main categories: (1) microtubule-associated protein tau (FTLD-Tau); (2) TAR DNA-binding protein-43 (FTLD-TDP); and (3) fused in sarcoma protein (FTLD-FUS). There are five main genes mutations leading clinical and pathological variants in FTLD that identified by molecular genetic studies, which are chromosome 9 open reading frame 72 (C9ORF72) gene, granulin (GRN) gene, microtubule associated protein tau gene (MAPT), the gene encoding valosin-containing protein (VCP) and the charged multivesicular body protein 2B (CHMP2B). In this review, recent advances on the different clinic variants, neuroimaging, genetics, pathological subtypes and clinicopathological associations of FTD will be discussed.
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Affiliation(s)
- Xiao-Dong Pan
- Department of Neurology, Union Hospital of Fujian Medical University, 29 Xinquan Road, Fuzhou 350001, China.
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Whitwell JL, Josephs KA. Recent advances in the imaging of frontotemporal dementia. Curr Neurol Neurosci Rep 2013; 12:715-23. [PMID: 23015371 DOI: 10.1007/s11910-012-0317-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Neuroimaging has played an important role in the characterization of the frontotemporal dementia (FTD) syndromes, demonstrating neurodegenerative signatures that can aid in the differentiation of FTD from other neurodegenerative disorders. Recent advances have been driven largely by the refinement of the clinical syndromes that underlie FTD, and by the discovery of new genetic and pathological features associated with FTD. Many new imaging techniques and modalities are also now available that allow the assessment of other aspects of brain structure and function, such as diffusion tensor imaging and resting-state functional MRI. Studies have used these recent techniques, as well as traditional volumetric MRI, to provide further insight into disease progression across the many clinical, genetic, and pathological variants of FTD. Importantly, neuroimaging signatures have been identified that will improve the clinician's ability to predict underlying genetic and pathological features, and hence ultimately improve patient diagnosis.
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Affiliation(s)
- Jennifer L Whitwell
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN 55905, USA.
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Cerami C, Cappa SF. The behavioral variant of frontotemporal dementia: linking neuropathology to social cognition. Neurol Sci 2013; 34:1267-74. [PMID: 23377232 DOI: 10.1007/s10072-013-1317-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2012] [Accepted: 01/19/2013] [Indexed: 12/12/2022]
Abstract
The behavioral variant of frontotemporal dementia (bvFTD) is one of the most frequent neurodegenerative disorders with a presenile onset. It is characterized by a long phase of subclinical behavioral changes and social conduct disorders, associated with a progressive modification of personality. Recently, an international consortium of experts developed revised guidelines for its clinical diagnosis, which highlight the supportive role of biomarkers in the diagnostic process. According to new criteria, bvFTD can be classified in "possible" (requiring three of six specific clinical features), "probable" (in the presence of functional disability and typical neuroimaging features), and "with definite frontotemporal lobar degeneration" (requiring the presence of a known causal mutation or a histopathological confirmation). Familial aggregation is frequently reported in bvFTD and frontotemporal lobar degeneration in general, with an autosomal dominant transmission in about 10 % cases. The aim of this paper is to review and discuss recent advances in the knowledge of clinical, neuropsychological, and imaging features of bvFTD. We also briefly summarize the available genetic information about the frontotemporal lobar degeneration spectrum.
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Affiliation(s)
- Chiara Cerami
- Neurorehabilitation Unit, Department of Clinical Neurosciences, San Raffaele Scientific Institute and Università Vita-Salute San Raffaele, Via Olgettina 60, 20132, Milan, Italy.
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