1
|
Tahedl M, Kleinerova J, Doherty MA, Hengeveld JC, McLaughlin RL, Hardiman O, Tan EL, Bede P. Progressive Thalamo-Cortical Disconnection in Amyotrophic Lateral Sclerosis Genotypes: Structural Degeneration and Network Dysfunction of Thalamus-Relayed Circuits. Eur J Neurol 2025; 32:e70146. [PMID: 40346885 PMCID: PMC12064938 DOI: 10.1111/ene.70146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2025] [Revised: 03/12/2025] [Accepted: 03/27/2025] [Indexed: 05/12/2025]
Abstract
BACKGROUND The thalamus is a key subcortical hub of numerous corticobasal and corticocortical circuits mediating a wealth of cognitive, behavioural, sensory and motor processes. While thalamic pathology is increasingly recognised in amyotrophic lateral sclerosis, its degeneration is often assessed in isolation instead of adopting a network-wise perspective and assessing the integrity of its rich cortical projections. METHODS A prospective imaging study was conducted in a cohort of genetically stratified patients to assess the structural and functional integrity of thalamo-cortical circuits and volumetric alterations longitudinally. RESULTS The white matter integrity of thalamic projections to the anterior cingulate cortex, cerebellum, dorsolateral prefrontal cortex (DLPFC), Heschl's gyrus, medial frontal gyrus (MFG), orbitofrontal cortex, parietal cortex, postcentral gyrus and precentral gyrus (PreCG) is affected at baseline in ALS, which is more marked in C9orf72 hexanucleotide repeat carriers. Precentral gyrus and cerebellar grey matter volumes are also reduced, particularly in C9orf72. Longitudinal analyses capture progressive disconnection between the thalamus and frontal regions (DLPFC and MFG) in both C9orf72 positive and sporadic patients and progressive thalamo-PreCG disconnection in the sporadic C9orf72 negative cohort. Functional connectivity analyses revealed increasing thalamo-cerebellar connectivity in sporadic ALS and increasing thalamo-DLPFC connectivity in intermediate-length CAG repeat expansion carriers in ATXN2 over time. DISCUSSION Our data provide evidence of extensive thalamo-cortical connectivity alterations in ALS. Corticobasal circuits mediating extrapyramidal, somatosensory, cognitive and behavioural functions are increasingly affected as the disease progresses. The degeneration of thalamic projections support the conceptualisation of ALS as a 'network disease' and the notion of 'what wires together degenerates together'.
Collapse
Affiliation(s)
- Marlene Tahedl
- Computational Neuroimaging Group (CNG), School of MedicineTrinity College DublinDublinIreland
| | - Jana Kleinerova
- Computational Neuroimaging Group (CNG), School of MedicineTrinity College DublinDublinIreland
| | - Mark A. Doherty
- Complex Trait Genomics Laboratory, Smurfit Institute of GeneticsTrinity College DublinDublinIreland
| | - Jennifer C. Hengeveld
- Complex Trait Genomics Laboratory, Smurfit Institute of GeneticsTrinity College DublinDublinIreland
| | - Russell L. McLaughlin
- Complex Trait Genomics Laboratory, Smurfit Institute of GeneticsTrinity College DublinDublinIreland
| | - Orla Hardiman
- Computational Neuroimaging Group (CNG), School of MedicineTrinity College DublinDublinIreland
| | - Ee Ling Tan
- Computational Neuroimaging Group (CNG), School of MedicineTrinity College DublinDublinIreland
| | - Peter Bede
- Computational Neuroimaging Group (CNG), School of MedicineTrinity College DublinDublinIreland
- Department of NeurologySt James's HospitalDublinIreland
| |
Collapse
|
2
|
Taylor B, Bocchetta M, Shand C, Todd EG, Chokesuwattanaskul A, Crutch SJ, Warren JD, Rohrer JD, Hardy CJD, Oxtoby NP. Data-driven neuroanatomical subtypes of primary progressive aphasia. Brain 2025; 148:955-968. [PMID: 39374849 PMCID: PMC11884653 DOI: 10.1093/brain/awae314] [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: 05/14/2024] [Revised: 08/01/2024] [Accepted: 09/08/2024] [Indexed: 10/09/2024] Open
Abstract
The primary progressive aphasias are rare, language-led dementias, with three main variants: semantic, non-fluent/agrammatic and logopenic. Although the semantic variant has a clear neuroanatomical profile, the non-fluent/agrammatic and logopenic variants are difficult to discriminate from neuroimaging. Previous phenotype-driven studies have characterized neuroanatomical profiles of each variant on MRI. In this work, we used a machine learning algorithm known as SuStaIn to discover data-driven neuroanatomical 'subtype' progression profiles and performed an in-depth subtype-phenotype analysis to characterize the heterogeneity of primary progressive aphasia. Our study included 270 participants with primary progressive aphasia seen for research in the UCL Queen Square Institute of Neurology Dementia Research Centre, with follow-up scans available for 137 participants. This dataset included individuals diagnosed with all three main variants (semantic, n = 94; non-fluent/agrammatic, n = 109; logopenic, n = 51) and individuals with unspecified primary progressive aphasia (n = 16). A dataset of 66 patients (semantic, n = 37; non-fluent/agrammatic, n = 29) from the ARTFL LEFFTDS Longitudinal Frontotemporal Lobar Degeneration (ALLFTD) Research Study was used to validate our results. MRI scans were segmented, and SuStaIn was used on 19 regions of interest to identify neuroanatomical profiles independent of the diagnosis. We assessed the assignment of subtypes and stages, in addition to their longitudinal consistency. We discovered four neuroanatomical subtypes of primary progressive aphasia, labelled S1 (left temporal), S2 (insula), S3 (temporoparietal) and S4 (frontoparietal), exhibiting robustness to statistical scrutiny. S1 was correlated strongly with the semantic variant, whereas S2, S3 and S4 showed mixed associations with the logopenic and non-fluent/agrammatic variants. Notably, S3 displayed a neuroanatomical signature akin to a logopenic-only signature, yet a significant proportion of logopenic cases were allocated to S2. The non-fluent/agrammatic variant demonstrated diverse associations with S2, S3 and S4. No clear relationship emerged between any of the neuroanatomical subtypes and the unspecified cases. At first follow-up, subtype assignment was stable for 84% of patients, and stage assignment was stable for 91.9% of patients. We partially validated our findings in the ALLFTD dataset, finding comparable qualitative patterns. Our study, leveraging machine learning on a large primary progressive aphasia dataset, delineated four distinct neuroanatomical patterns. Our findings suggest that separable spatiotemporal neuroanatomical phenotypes do exist within the primary progressive aphasia spectrum, but that these are noisy, particularly for the non-fluent/agrammatic non-fluent/agrammatic and logopenic variants. Furthermore, these phenotypes do not always conform to standard formulations of clinico-anatomical correlation. Understanding the multifaceted profiles of the disease, encompassing neuroanatomical, molecular, clinical and cognitive dimensions, has potential implications for clinical decision support.
Collapse
Affiliation(s)
- Beatrice Taylor
- Centre for Medical Image Computing, Department of Computer Science, University College London, London WC1V 6LJ, UK
| | - Martina Bocchetta
- Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK
| | - Cameron Shand
- Centre for Medical Image Computing, Department of Computer Science, University College London, London WC1V 6LJ, UK
| | - Emily G Todd
- Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK
| | - Anthipa Chokesuwattanaskul
- Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK
| | - Sebastian J Crutch
- Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK
| | - Jason D Warren
- Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK
| | - Jonathan D Rohrer
- Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK
| | - Chris J D Hardy
- Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK
| | - Neil P Oxtoby
- Centre for Medical Image Computing, Department of Computer Science, University College London, London WC1V 6LJ, UK
| |
Collapse
|
3
|
Metz A, Zeighami Y, Ducharme S, Villeneuve S, Dadar M. Frontotemporal dementia subtyping using machine learning, multivariate statistics and neuroimaging. Brain Commun 2025; 7:fcaf065. [PMID: 39990273 PMCID: PMC11844796 DOI: 10.1093/braincomms/fcaf065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 01/06/2025] [Accepted: 02/07/2025] [Indexed: 02/25/2025] Open
Abstract
Frontotemporal dementia (FTD) is a prevalent form of early-onset dementia characterized by progressive neurodegeneration and encompasses a group of heterogeneous disorders. Due to overlapping symptoms, diagnosis of FTD and its subtypes still poses a challenge. Magnetic resonance imaging (MRI) is commonly used to support the diagnosis of FTD. Using machine learning and multivariate statistics, we tested whether brain atrophy patterns are associated with severity of cognitive impairment, whether this relationship differs between the phenotypic subtypes and whether we could use these brain patterns to classify patients according to their FTD variant. A total of 136 patients (70 behavioural variant FTD, 36 semantic variant primary progressive aphasia and 30 non-fluent variant primary progressive aphasia) from the frontotemporal lobar degeneration neuroimaging initiative (FTLDNI) database underwent brain MRI and clinical and neuropsychological examination. Deformation-based morphometry, which offers increased sensitivity to subtle local differences in structural image contrasts, was used to estimate regional cortical and subcortical atrophy. Atlas-based associations between atrophy values and performance across different cognitive tests were assessed using partial least squares. We then applied linear regression models to discern the group differences regarding the relationship between atrophy and cognitive decline in the three FTD phenotypes. Lastly, we assessed whether the combination of atrophy and cognition patterns in the latent variables identified in the partial least squares analysis could be used as features in a machine learning model to predict FTD subtypes in patients. Results revealed four significant latent variables that combined accounted for 86% of the shared covariance between cognitive and brain atrophy measures. Partial least squares-based atrophy and cognitive patterns predicted the FTD phenotypes with a cross-validated accuracy of 89.12%, with high specificity (91.46-97.15%) and sensitivity (84.19-93.56%). When using only MRI measures and two behavioural tests in the partial least squares and classification algorithms, ensuring clinical feasibility, our model was equally precise in the same participant sample (87.18%, specificity 76.14-92.00%, sensitivity 86.93-98.26%). Here, including only atrophy or behaviour patterns in the analysis led to prediction accuracies of 69.76% and 76.54%, respectively, highlighting the increased value of combining MRI and clinical measures in subtype classification. We demonstrate that the combination of brain atrophy and clinical characteristics and multivariate statistical methods can serve as a biomarker for disease phenotyping in FTD, whereby the inclusion of deformation-based morphometry measures adds to the classification accuracy in the absence of extensive clinical testing.
Collapse
Affiliation(s)
- Amelie Metz
- Douglas Research Center, Montreal, Canada H4H 1R3
- Department of Psychiatry, McGill University, Montreal, Canada H3A 1A1
| | - Yashar Zeighami
- Douglas Research Center, Montreal, Canada H4H 1R3
- Department of Psychiatry, McGill University, Montreal, Canada H3A 1A1
| | - Simon Ducharme
- Douglas Research Center, Montreal, Canada H4H 1R3
- McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada H3A 2B4
| | - Sylvia Villeneuve
- Douglas Research Center, Montreal, Canada H4H 1R3
- Department of Psychiatry, McGill University, Montreal, Canada H3A 1A1
| | - Mahsa Dadar
- Douglas Research Center, Montreal, Canada H4H 1R3
- Department of Psychiatry, McGill University, Montreal, Canada H3A 1A1
| |
Collapse
|
4
|
Antonioni A, Raho EM, Granieri E, Koch G. Frontotemporal dementia. How to deal with its diagnostic complexity? Expert Rev Neurother 2025:1-35. [PMID: 39911129 DOI: 10.1080/14737175.2025.2461758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 01/27/2025] [Accepted: 01/29/2025] [Indexed: 02/07/2025]
Abstract
INTRODUCTION Frontotemporal dementia (FTD) encompasses a group of heterogeneous neurodegenerative disorders. Aside from genetic cases, its diagnosis is challenging, particularly in the early stages when symptoms are ambiguous, and structural neuroimaging does not reveal characteristic patterns. AREAS COVERED The authors performed a comprehensive literature search through MEDLINE, Scopus, and Web of Science databases to gather evidence to aid the diagnostic process for suspected FTD patients, particularly in early phases, even in sporadic cases, ranging from established to promising tools. Blood-based biomarkers might help identify very early neuropathological stages and guide further evaluations. Subsequently, neurophysiological measures reflecting functional changes in cortical excitatory/inhibitory circuits, along with functional neuroimaging assessing brain network, connectivity, metabolism, and perfusion alterations, could detect specific changes associated to FTD even decades before symptom onset. As the neuropathological process advances, cognitive-behavioral profiles and atrophy patterns emerge, distinguishing specific FTD subtypes. EXPERT OPINION Emerging disease-modifying therapies require early patient enrollment. Therefore, a diagnostic paradigm shift is needed - from relying on typical cognitive and neuroimaging profiles of advanced cases to widely applicable biomarkers, primarily fluid biomarkers, and, subsequently, neurophysiological and functional neuroimaging biomarkers where appropriate. Additionally, exploring subjective complaints and behavioral changes detected by home-based technologies might be crucial for early diagnosis.
Collapse
Affiliation(s)
- Annibale Antonioni
- Doctoral Program in Translational Neurosciences and Neurotechnologies, University of Ferrara, Ferrara, FE, Italy
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, FE, Italy
| | - Emanuela Maria Raho
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, FE, Italy
| | - Enrico Granieri
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, FE, Italy
| | - Giacomo Koch
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, FE, Italy
- Center for Translational Neurophysiology of Speech and Communication (CTNSC), Italian Institute of Technology (IIT), Ferrara, FE, Italy
- Non Invasive Brain Stimulation Unit, Istituto di Ricovero e Cura a Carattere Scientifico Santa Lucia, Roma, RM, Italy
| |
Collapse
|
5
|
Root J, Mendsaikhan A, Taylor G, Merino P, Nandy S, Wang M, Araujo LT, Ryu D, Holler C, Thompson BM, Astarita G, Blain JF, Kukar T. Granulins rescue inflammation, lysosome dysfunction, lipofuscin, and neuropathology in a mouse model of progranulin deficiency. Cell Rep 2024; 43:114985. [PMID: 39565694 PMCID: PMC11773623 DOI: 10.1016/j.celrep.2024.114985] [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: 05/01/2023] [Revised: 09/13/2024] [Accepted: 10/29/2024] [Indexed: 11/22/2024] Open
Abstract
Progranulin (PGRN) deficiency is linked to neurodegenerative diseases, including frontotemporal dementia (FTD), Alzheimer's disease, and Parkinson's disease. Proper PGRN levels are critical for brain health; however, the function of PGRN is unclear. PGRN is composed of 7.5 repeat domains, called granulins, and processed into granulins inside the lysosome. PGRN is beneficial for neuronal health, but the role of individual granulins is controversial and unclear. We find that the expression of single granulins broadly rescues disease pathology in Grn-/- mice. Adeno-associated virus (AAV)-mediated expression of human granulin-2/F, granulin-4/A, or PGRN in Grn-/- mouse brain ameliorates dysregulated lysosomal proteins and lipids, microgliosis, and lipofuscinosis. Mechanistically, granulins localize to lysosomes in Grn-/- mouse brains or fibroblasts. These data support the hypothesis that PGRN is a precursor to granulins, which share a beneficial function inside the lysosome to maintain lipid and protein homeostasis to prevent neurodegeneration. Thus, granulins are potential therapeutics to treat FTD-GRN and related diseases.
Collapse
Affiliation(s)
- Jessica Root
- Department of Pharmacology and Chemical Biology, Emory University, School of Medicine, Atlanta, GA 30322, USA; Center for Neurodegenerative Disease, Emory University, School of Medicine, Atlanta, GA 30322, USA
| | - Anarmaa Mendsaikhan
- Department of Pharmacology and Chemical Biology, Emory University, School of Medicine, Atlanta, GA 30322, USA; Center for Neurodegenerative Disease, Emory University, School of Medicine, Atlanta, GA 30322, USA
| | - Georgia Taylor
- Department of Pharmacology and Chemical Biology, Emory University, School of Medicine, Atlanta, GA 30322, USA; Center for Neurodegenerative Disease, Emory University, School of Medicine, Atlanta, GA 30322, USA
| | - Paola Merino
- Department of Pharmacology and Chemical Biology, Emory University, School of Medicine, Atlanta, GA 30322, USA; Center for Neurodegenerative Disease, Emory University, School of Medicine, Atlanta, GA 30322, USA
| | - Srijita Nandy
- Department of Pharmacology and Chemical Biology, Emory University, School of Medicine, Atlanta, GA 30322, USA; Center for Neurodegenerative Disease, Emory University, School of Medicine, Atlanta, GA 30322, USA
| | - Minzheng Wang
- Department of Pharmacology and Chemical Biology, Emory University, School of Medicine, Atlanta, GA 30322, USA; Center for Neurodegenerative Disease, Emory University, School of Medicine, Atlanta, GA 30322, USA
| | - Ludmilla Troiano Araujo
- Department of Pharmacology and Chemical Biology, Emory University, School of Medicine, Atlanta, GA 30322, USA; Center for Neurodegenerative Disease, Emory University, School of Medicine, Atlanta, GA 30322, USA
| | - Danny Ryu
- Department of Pharmacology and Chemical Biology, Emory University, School of Medicine, Atlanta, GA 30322, USA; Center for Neurodegenerative Disease, Emory University, School of Medicine, Atlanta, GA 30322, USA
| | - Christopher Holler
- Arkuda Therapeutics, 200 Arsenal Yards Blvd., Suite 220, Watertown, MA 02472, USA
| | - Bonne M Thompson
- Arkuda Therapeutics, 200 Arsenal Yards Blvd., Suite 220, Watertown, MA 02472, USA
| | - Giuseppe Astarita
- Arkuda Therapeutics, 200 Arsenal Yards Blvd., Suite 220, Watertown, MA 02472, USA
| | - Jean-François Blain
- Arkuda Therapeutics, 200 Arsenal Yards Blvd., Suite 220, Watertown, MA 02472, USA
| | - Thomas Kukar
- Department of Pharmacology and Chemical Biology, Emory University, School of Medicine, Atlanta, GA 30322, USA; Center for Neurodegenerative Disease, Emory University, School of Medicine, Atlanta, GA 30322, USA; Department of Neurology, Emory University, School of Medicine, Atlanta, GA 30322, USA.
| |
Collapse
|
6
|
Best PT, Van Swieten JC, Jiskoot LC, Moreno F, Sánchez-Valle R, Laforce R, Graff C, Masellis M, Tartaglia C, Rowe JB, Borroni B, Finger E, Synofzik M, Galimberti D, Vandenberghe R, de Mendonça A, Butler C, Gerhard A, Le Ber I, Tiraboschi P, Santana I, Pasquier F, Levin J, Otto M, Sorbi S, Seelaar H, Bouzigues A, Cash DM, Russell LL, Bocchetta M, Rohrer JD, Devenyi GA, Chakravarty M, Ducharme S. Association of Changes in Cerebral and Hypothalamic Structure With Sleep Dysfunction in Patients With Genetic Frontotemporal Dementia. Neurology 2024; 103:e209829. [PMID: 39527773 PMCID: PMC11556889 DOI: 10.1212/wnl.0000000000209829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 10/02/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Sleep dysfunction is common in patients with neurodegenerative disorders; however, its neural underpinnings remain poorly characterized in genetic frontotemporal dementia (FTD). Hypothalamic nuclei important for sleep regulation may be related to this dysfunction. Thus, we examined changes in hypothalamic structure across the lifespan in patients with genetic FTD and whether these changes related to sleep dysfunction. METHODS Data from the observational multisite Genetic Frontotemporal Dementia Initiative (GENFI) study were used. GENFI participants were adult members of a family with known pathogenic variants in the microtubule-associated protein tau (MAPT) or progranulin (GRN) genes or an expansion in the chromosome 9 open reading frame 72 (C9orf72) gene. Family members without a pathogenic variant served as controls. GENFI participants were followed annually, with up to 7 visits, and underwent clinical characterization, neuropsychological testing, biological sampling, and brain MRI. For our analyses, participants were included if they had at least 1 T1-weighted structural MRI scan available. Linear mixed-effect models were used to examine changes in sleep dysfunction, measured using the Cambridge Behavioural Inventory-Revised sleep subscale, volumetric changes in hypothalamic regions, and the associations between cortical and hypothalamic atrophy and sleep dysfunction. RESULTS Participants included 491 adults with pathogenic genetic variants of FTD (27.9% symptomatic; median age: 49.4 years, 56.4%F) and 321 controls (median age: 44.2 years, 57.3%F). Pathogenic variant carriers showed greater sleep dysfunction across the adult lifespan (β = [0.25-0.34], q < 0.005) with MAPT carriers alone showing presymptomatic sleep changes (β = 0.34, q = 0.005). Cortical thinning in frontal and parietal regions was associated with greater sleep disturbances in C9orf72 and GRN carriers (q < 0.05). MAPT carriers showed consistently significant volume loss over time across all sleep-relevant hypothalamic subunits (β = [-0.56 to -0.39], q < 0.005), and reduced volumes in these subunits were related to increased sleep dysfunction (β = [-0.20 to -0.16], q < 0.05). DISCUSSION These findings suggest that sleep dysfunction in patients with genetic FTD may be attributable to atrophy in sleep-relevant hypothalamic subunits, with the most severe and consistent deficits observed in MAPT carriers. While biologically plausible, our statistical approach cannot confirm a causal link between atrophy and sleep disturbances.
Collapse
Affiliation(s)
- P Tristin Best
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - John C Van Swieten
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Lize Corrine Jiskoot
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Fermin Moreno
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Raquel Sánchez-Valle
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Robert Laforce
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Caroline Graff
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Mario Masellis
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Carmela Tartaglia
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - James B Rowe
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Barbara Borroni
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Elizabeth Finger
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Matthis Synofzik
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Daniela Galimberti
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Rik Vandenberghe
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Alexandre de Mendonça
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Christopher Butler
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Alexander Gerhard
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Isabelle Le Ber
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Pietro Tiraboschi
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Isabel Santana
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Florence Pasquier
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Johannes Levin
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Markus Otto
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Sandro Sorbi
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Harro Seelaar
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Arabella Bouzigues
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - David M Cash
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Lucy Louise Russell
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Martina Bocchetta
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Jonathan Daniel Rohrer
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Gabriel A Devenyi
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Mallar Chakravarty
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| | - Simon Ducharme
- From the Integrated Program in Neuroscience (P.T.B.), McGill, Montréal, Canada; Department of Neurology (J.C.V.S., H.S., L.C.J.), Erasmus Medical Centre, Rotterdam, Netherlands; Department of Neurology (F.M.), Donostia Universitary Hospital, San Sebastián, Spain; Institut D'Investigacións Biomèdiques August Pi I Sunyer (R.S.-V.), University of Barcelona, Spain; Faculté de Médecine (R.L.), Université Laval, Québec City, Canada; Department of Neurobiology (C.G.), Karolinska Institutet, Solna, Sweden; Sunnybrook Research Institute (M.M.), Toronto, Canada; Tanz Centre for Research in Neurodegenerative Diseases (C.T.), University of Toronto, Canada; Department of Clinical Neurosciences (J.B.R.), University of Cambridge, United Kingdom; Department of Clinical and Experimental Sciences (B.B.), University of Brescia, Italy; Department of Clinical Neurological Sciences (E.F.), University of Western Ontario, London, Canada; Hertie-Institute for Clinical Brain Research and Center of Neurology (M.S.), University of Tübingen, Germany; Neurology (D.G.), University of Milan, Italy; Department of Neurosciences (R.V.), KU Leuven, Belgium; Faculty of Medicine (A.M.), University of Lisbon, Portugal; Nuffield Department of Clinical Neurosciences (C.B.), University of Oxford, United Kingdom; Wolfson Molecular Imaging Centre (A.G.), University of Manchester, United Kingdom; Institut du Cerveau-ICM (I.L.B.), Hôpital Pitié-Salpêtrière, Paris, France; 31Fondazione IRCCS (P.T.), Istituto Neurologico Carlo Besta, Milan, Italy; Faculty of Medicine (I.S.), University of Coimbra, Portugal; Department of Neurology (F.P.), Université Lille, France; Department of Neurology (J.L.), Ludwig-Maximilians Universität München, Munich, Germany; Department of Neurology (M.O.), University of Ulm, Germany; Department of Neurofarba (S.S.), University of Florence, Italy; Department of Neurodegenerative Disease (A.B., D.M.C., L.L.R., M.B., J.D.R.), University College London, United Kingdom; and Department of Psychiatry (G.A.D., M.C., S.D.), McGill University, Montréal, Canada
| |
Collapse
|
7
|
Cryns NG, Hardy EG, Roy ARK, Datta S, Sokolowski A, Sturm VE, Kramer JH, Boxer AL, Miller BL, Rosen HJ, Perry DC. Reward processing deficits arise early in familial frontotemporal dementia. Front Neurosci 2024; 18:1491972. [PMID: 39568670 PMCID: PMC11576384 DOI: 10.3389/fnins.2024.1491972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 10/17/2024] [Indexed: 11/22/2024] Open
Abstract
Reward processing involves evaluation of stimuli to inform what an individual works to pursue or avoid. Patients with behavioral variant frontotemporal dementia (bvFTD) often display reward processing changes, including insensitivity to aversive stimuli. It is unknown how early in the disease course reward changes are detectable. We recruited mutation positive (symptomatic and asymptomatic) and negative members of families with known mutations in progranulin (GRN), microtubule-associated protein tau (MAPT) and chromosome 9 open reading frame 72 (C9orf72). The sample included 4 groups: asymptomatic non-carriers (n = 34), asymptomatic carriers [Clinical Dementia Rating (CDR) 0, n = 16], mildly symptomatic carriers (CDR 0.5, n = 10) and bvFTD (sporadic and genetic, n = 45). A series of tasks utilized pleasant, unpleasant, and neutral olfactants to probe reward consumption and effort to obtain reward. A group by valence interaction showed unpleasant scent ratings were more positive in groups with greater disease severity [χ2(6) = 87.983, p < 0.001]. Mildly symptomatic carriers showed a small difference in ratings of pleasant and unpleasant stimuli, similar to bvFTD. In an effort task, where participants chose to avoid or receive scents, mildly symptomatic carriers and bvFTD chose to smell unpleasant scents more frequently than asymptomatic groups, with mildly symptomatic carriers exceeding bvFTD in their frequency of choosing to smell unpleasant scents. In this same task, motivated effort, determined by rate of button press, determined success at obtaining or avoiding scents. Success rate, calculated based on the number of responses where participants' button presses exceeded an individual threshold set in a practice trial, differed across groups (p = 0.048), driven by mildly symptomatic carriers, who were consistently unsuccessful. There was a group difference in variability in button press rate across trials (p = 0.007), driven by mildly symptomatic carriers who showed less varied effort between scents. These findings suggest alterations to reward functioning can be detected early in bvFTD, even before meeting diagnostic criteria. These results may aid in identifying distinctive, initial reward changes in bvFTD that can facilitate early and accurate diagnosis and inspire efforts to identify anatomic underpinnings of early symptomatic changes.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - David C. Perry
- Department of Neurology, Memory and Aging Center, UCSF Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, United States
| |
Collapse
|
8
|
Kleinerova J, McKenna MC, Finnegan M, Tacheva A, Garcia-Gallardo A, Mohammed R, Tan EL, Christidi F, Hardiman O, Hutchinson S, Bede P. Clinical, Cortical, Subcortical, and White Matter Features of Right Temporal Variant FTD. Brain Sci 2024; 14:806. [PMID: 39199498 PMCID: PMC11352857 DOI: 10.3390/brainsci14080806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Revised: 08/05/2024] [Accepted: 08/09/2024] [Indexed: 09/01/2024] Open
Abstract
The distinct clinical and radiological characteristics of right temporal variant FTD have only been recently recognized. METHODS Eight patients with right temporal variant FTD were prospectively recruited and underwent a standardised neuropsychological assessment, clinical MRI, and quantitative neuroimaging. RESULTS Our voxelwise grey analyses captured bilateral anterior and mesial temporal grey matter atrophy with a clear right-sided predominance. Bilateral hippocampal involvement was also observed, as well as disease burden in the right insular and opercula regions. White matter integrity alterations were also bilateral in anterior temporal and sub-insular regions with a clear right-hemispheric predominance. Extra-temporal white matter alterations have also been observed in orbitofrontal and parietal regions. Significant bilateral but right-predominant thalamus, putamen, hippocampus, and amygdala atrophy was identified based on subcortical segmentation. The clinical profile of our patients was dominated by progressive indifference, decline in motivation, loss of interest in previously cherished activities, incremental social withdrawal, difficulty recognising people, progressive language deficits, increasingly rigid routines, and repetitive behaviours. CONCLUSIONS Right temporal variant FTD has an insidious onset and may be mistaken for depression at symptom onset. It manifests in a combination of apathy, language, and behavioural features. Quantitative MR imaging captures a characteristic bilateral but right-predominant temporal imaging signature with extra-temporal frontal and parietal involvement.
Collapse
Affiliation(s)
- Jana Kleinerova
- Computational Neuroimaging Group, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland
| | - Mary Clare McKenna
- Computational Neuroimaging Group, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland
- Department of Neurology, St James’s Hospital, D08 KC95 Dublin, Ireland
| | - Martha Finnegan
- Department of Psychiatry, Tallaght University Hospital, D24 NR0A Dublin, Ireland
| | - Asya Tacheva
- Computational Neuroimaging Group, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland
| | | | - Rayan Mohammed
- Department of Neurology, St James’s Hospital, D08 KC95 Dublin, Ireland
| | - Ee Ling Tan
- Computational Neuroimaging Group, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland
| | - Foteini Christidi
- Computational Neuroimaging Group, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland
| | - Orla Hardiman
- Computational Neuroimaging Group, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland
| | | | - Peter Bede
- Computational Neuroimaging Group, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland
- Department of Neurology, St James’s Hospital, D08 KC95 Dublin, Ireland
| |
Collapse
|
9
|
Nigri A, Stanziano M, Fedeli D, Manera U, Ferraro S, Medina Carrion JP, Palermo S, Lequio L, Denegri F, Agosta F, Spinelli EG, Filippi M, Grisoli M, Valentini MC, De Mattei F, Canosa A, Calvo A, Chiò A, Bruzzone MG, Moglia C. Distinct neural signatures of pulvinar in C9orf72 amyotrophic lateral sclerosis mutation carriers and noncarriers. Eur J Neurol 2024; 31:e16266. [PMID: 38469975 PMCID: PMC11235848 DOI: 10.1111/ene.16266] [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: 08/17/2023] [Revised: 01/30/2024] [Accepted: 02/15/2024] [Indexed: 03/13/2024]
Abstract
BACKGROUND AND PURPOSE Thalamic alterations have been reported as a major feature in presymptomatic and symptomatic patients carrying the C9orf72 mutation across the frontotemporal dementia-amyotrophic lateral sclerosis (ALS) spectrum. Specifically, the pulvinar, a high-order thalamic nucleus and timekeeper for large-scale cortical networks, has been hypothesized to be involved in C9orf72-related neurodegenerative diseases. We investigated whether pulvinar volume can be useful for differential diagnosis in ALS C9orf72 mutation carriers and noncarriers and how underlying functional connectivity changes affect this region. METHODS We studied 19 ALS C9orf72 mutation carriers (ALSC9+) accurately matched with wild-type ALS (ALSC9-) and ALS mimic (ALSmimic) patients using structural and resting-state functional magnetic resonance imaging data. Pulvinar volume was computed using automatic segmentation. Seed-to-voxel functional connectivity analyses were performed using seeds from a pulvinar functional parcellation. RESULTS Pulvinar structural integrity had high discriminative values for ALSC9+ patients compared to ALSmimic (area under the curve [AUC] = 0.86) and ALSC9- (AUC = 0.77) patients, yielding a volume cutpoint of approximately 0.23%. Compared to ALSmimic, ALSC9- showed increased anterior, inferior, and lateral pulvinar connections with bilateral occipital-temporal-parietal regions, whereas ALSC9+ showed no differences. ALSC9+ patients when compared to ALSC9- patients showed reduced pulvinar-occipital connectivity for anterior and inferior pulvinar seeds. CONCLUSIONS Pulvinar volume could be a differential biomarker closely related to the C9orf72 mutation. A pulvinar-cortical circuit dysfunction might play a critical role in disease progression and development, in both the genetic phenotype and ALS wild-type patients.
Collapse
Affiliation(s)
- Anna Nigri
- Neuroradiology UnitFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
| | - Mario Stanziano
- Neuroradiology UnitFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
- ALS Centre, “Rita Levi Montalcini” Department of NeuroscienceUniversity of TurinTurinItaly
| | - Davide Fedeli
- Neuroradiology UnitFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
| | - Umberto Manera
- ALS Centre, “Rita Levi Montalcini” Department of NeuroscienceUniversity of TurinTurinItaly
- Azienda Ospedaliero‐Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1UTurinItaly
| | - Stefania Ferraro
- Neuroradiology UnitFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
- School of Life Science and Technology, MOE Key Laboratory for NeuroinformationUniversity of Electronic Science and Technology of ChinaChengduChina
| | | | - Sara Palermo
- Neuroradiology UnitFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
| | - Laura Lequio
- Neuroradiology UnitCTO Hospital, AOU Città della Salute e della Scienza di TorinoTurinItaly
| | - Federica Denegri
- Neuroradiology UnitCTO Hospital, AOU Città della Salute e della Scienza di TorinoTurinItaly
| | - Federica Agosta
- Neuroimaging Research Unit, Division of NeuroscienceIRCCS San Raffaele Scientific InstituteMilanItaly
- Neurology UnitIRCCS San Raffaele Scientific InstituteMilanItaly
- Vita‐Salute San Raffaele UniversityMilanItaly
| | - Edoardo Gioele Spinelli
- Neuroimaging Research Unit, Division of NeuroscienceIRCCS San Raffaele Scientific InstituteMilanItaly
- Neurology UnitIRCCS San Raffaele Scientific InstituteMilanItaly
- Neurorehabilitation UnitIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of NeuroscienceIRCCS San Raffaele Scientific InstituteMilanItaly
- Neurology UnitIRCCS San Raffaele Scientific InstituteMilanItaly
- Vita‐Salute San Raffaele UniversityMilanItaly
- Neurorehabilitation UnitIRCCS San Raffaele Scientific InstituteMilanItaly
- Neurophysiology ServiceIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Marina Grisoli
- Neuroradiology UnitFondazione IRCCS Istituto Neurologico Carlo BestaMilanItaly
| | | | - Filippo De Mattei
- ALS Centre, “Rita Levi Montalcini” Department of NeuroscienceUniversity of TurinTurinItaly
- Azienda Ospedaliero‐Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1UTurinItaly
| | - Antonio Canosa
- ALS Centre, “Rita Levi Montalcini” Department of NeuroscienceUniversity of TurinTurinItaly
- Azienda Ospedaliero‐Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1UTurinItaly
| | - Andrea Calvo
- ALS Centre, “Rita Levi Montalcini” Department of NeuroscienceUniversity of TurinTurinItaly
- Azienda Ospedaliero‐Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1UTurinItaly
| | - Adriano Chiò
- ALS Centre, “Rita Levi Montalcini” Department of NeuroscienceUniversity of TurinTurinItaly
- Azienda Ospedaliero‐Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1UTurinItaly
- Institute of Cognitive Sciences and TechnologiesNational Council of ResearchRomeItaly
| | | | - Cristina Moglia
- ALS Centre, “Rita Levi Montalcini” Department of NeuroscienceUniversity of TurinTurinItaly
- Azienda Ospedaliero‐Universitaria Città della Salute e della Scienza di Torino, SC Neurologia 1UTurinItaly
| |
Collapse
|
10
|
Pasternak M, Mirza SS, Luciw N, Mutsaerts HJMM, Petr J, Thomas D, Cash D, Bocchetta M, Tartaglia MC, Mitchell SB, Black SE, Freedman M, Tang‐Wai D, Rogaeva E, Russell LL, Bouzigues A, van Swieten JC, Jiskoot LC, Seelaar H, Laforce R, Tiraboschi P, Borroni B, Galimberti D, Rowe JB, Graff C, Finger E, Sorbi S, de Mendonça A, Butler C, Gerhard A, Sanchez‐Valle R, Moreno F, Synofzik M, Vandenberghe R, Ducharme S, Levin J, Otto M, Santana I, Strafella AP, MacIntosh BJ, Rohrer JD, Masellis M. Longitudinal cerebral perfusion in presymptomatic genetic frontotemporal dementia: GENFI results. Alzheimers Dement 2024; 20:3525-3542. [PMID: 38623902 PMCID: PMC11095434 DOI: 10.1002/alz.13750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 01/16/2024] [Accepted: 01/21/2024] [Indexed: 04/17/2024]
Abstract
INTRODUCTION Effective longitudinal biomarkers that track disease progression are needed to characterize the presymptomatic phase of genetic frontotemporal dementia (FTD). We investigate the utility of cerebral perfusion as one such biomarker in presymptomatic FTD mutation carriers. METHODS We investigated longitudinal profiles of cerebral perfusion using arterial spin labeling magnetic resonance imaging in 42 C9orf72, 70 GRN, and 31 MAPT presymptomatic carriers and 158 non-carrier controls. Linear mixed effects models assessed perfusion up to 5 years after baseline assessment. RESULTS Perfusion decline was evident in all three presymptomatic groups in global gray matter. Each group also featured its own regional pattern of hypoperfusion over time, with the left thalamus common to all groups. Frontal lobe regions featured lower perfusion in those who symptomatically converted versus asymptomatic carriers past their expected age of disease onset. DISCUSSION Cerebral perfusion is a potential biomarker for assessing genetic FTD and its genetic subgroups prior to symptom onset. HIGHLIGHTS Gray matter perfusion declines in at-risk genetic frontotemporal dementia (FTD). Regional perfusion decline differs between at-risk genetic FTD subgroups . Hypoperfusion in the left thalamus is common across all presymptomatic groups. Converters exhibit greater right frontal hypoperfusion than non-converters past their expected conversion date. Cerebral hypoperfusion is a potential early biomarker of genetic FTD.
Collapse
|
11
|
Planche V, Mansencal B, Manjon JV, Tourdias T, Catheline G, Coupé P. Anatomical MRI staging of frontotemporal dementia variants. Alzheimers Dement 2023; 19:3283-3294. [PMID: 36749884 DOI: 10.1002/alz.12975] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 12/27/2022] [Accepted: 01/04/2023] [Indexed: 02/09/2023]
Abstract
INTRODUCTION The three clinical variants of frontotemporal dementia (behavioral variant [bvFTD], semantic dementia, and progressive non-fluent aphasia [PNFA]) are likely to develop over decades, from the preclinical stage to death. METHODS To describe the long-term chronological anatomical progression of FTD variants, we built lifespan brain charts of normal aging and FTD variants by combining 8022 quality-controlled MRIs from multiple large-scale data-bases, including 107 bvFTD, 44 semantic dementia, and 38 PNFA. RESULTS We report in this manuscript the anatomical MRI staging schemes of the three FTD variants by describing the sequential divergence of volumetric trajectories between normal aging and FTD variants. Subcortical atrophy precedes focal cortical atrophy in specific behavioral and/or language networks, with a "radiological" prodromal phase lasting 8-10 years (time elapsed between the first structural alteration and canonical cortical atrophy). DISCUSSION Amygdalar and striatal atrophy can be candidate biomarkers for future preclinical/prodromal FTD variants definitions. HIGHLIGHTS We describe the chronological MRI staging of the most affected structures in the three frontotemporal dementia (FTD) syndromic variants. In behavioral variant of FTD (bvFTD): bilateral amygdalar, striatal, and insular atrophy precedes fronto-temporal atrophy. In semantic dementia: bilateral amygdalar atrophy precedes left temporal and hippocampal atrophy. In progressive non-fluent aphasia (PNFA): left striatal, insular, and thalamic atrophy precedes opercular atrophy.
Collapse
Affiliation(s)
- Vincent Planche
- Univ. Bordeaux, CNRS, UMR 5293, Institut des Maladies Neurodégénératives, Bordeaux, France
- Centre Mémoire Ressources Recherches, Pôle de Neurosciences Cliniques, CHU de Bordeaux, Bordeaux, France
| | | | - José V Manjon
- Instituto de Aplicaciones de las Tecnologías de la Información y de las Comunicaciones Avanzadas (ITACA), Universitat Politècnica de València, Valencia, Spain
| | - Thomas Tourdias
- Inserm U1215 - Neurocentre Magendie, Bordeaux, France
- Service de Neuroimagerie diagnostique et thérapeutique, CHU de Bordeaux, Bordeaux, France
| | - Gwenaëlle Catheline
- Univ. Bordeaux, CNRS, UMR 5287, Institut de Neurosciences Cognitives et Intégratives d'Aquitaine, Bordeaux, France
| | | |
Collapse
|
12
|
Benussi A, Borroni B. Advances in the treatment and management of frontotemporal dementia. Expert Rev Neurother 2023; 23:621-639. [PMID: 37357688 DOI: 10.1080/14737175.2023.2228491] [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] [Received: 04/14/2023] [Accepted: 06/19/2023] [Indexed: 06/27/2023]
Abstract
INTRODUCTION Frontotemporal dementia (FTD) is a complex neurodegenerative disorder, characterized by a wide range of pathological conditions associated with the buildup of proteins such as tau and TDP-43. With a strong hereditary component, FTD often results from genetic variants in three genes - MAPT, GRN, and C9orf72. AREAS COVERED In this review, the authors explore abnormal protein accumulation in FTD and forthcoming treatments, providing a detailed analysis of new diagnostic advancements, including innovative markers. They analyze how these discoveries have influenced therapeutic strategies, particularly disease-modifying treatments, which could potentially transform FTD management. This comprehensive exploration of FTD from its molecular underpinnings to its therapeutic prospects offers a compelling overview of the current state of FTD research. EXPERT OPINION Notable challenges in FTD management involve identifying reliable biomarkers for early diagnosis and response monitoring. Genetic forms of FTD, particularly those linked to C9orf72 and GRN, show promise, with targeted therapies resulting in substantial progress in disease-modifying strategies. The potential of neuromodulation techniques, like tDCS and rTMS, is being explored, requiring further study. Ongoing trials and multi-disciplinary care highlight the continued push toward effective FTD treatments. With increasing understanding of FTD's molecular and clinical intricacies, the hope for developing effective interventions grows.
Collapse
Affiliation(s)
- Alberto Benussi
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
- Neurology Unit, Department of Neurological and Vision Sciences, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Barbara Borroni
- Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
- Neurology Unit, Department of Neurological and Vision Sciences, ASST Spedali Civili di Brescia, Brescia, Italy
| |
Collapse
|
13
|
Castelnovo V, Canu E, Domi T, Pozzi L, Vignaroli F, Spinelli EG, Ghirelli A, Tondo G, Comi C, Riva N, Quattrini A, Carrera P, Filippi M, Agosta F. A novel GRN mutation in an Italian patient with non-fluent variant of primary progressive aphasia at onset: a longitudinal case report. Front Neurosci 2023; 17:1204504. [PMID: 37383099 PMCID: PMC10296183 DOI: 10.3389/fnins.2023.1204504] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 05/23/2023] [Indexed: 06/30/2023] Open
Abstract
Objectives We report the clinical presentation and evolution of a case with a novel Progranulin gene (GRN) mutation and non-fluent language disturbances at onset. Materials and methods A 60 year-old, white patient was followed due to a history of language disturbances. Eighteen months after onset, the patient underwent FDG positron emission tomography (PET), and at month 24 was hospitalized to perform neuropsychological evaluation, brain 3 T MRI, lumbar puncture for cerebrospinal fluid (CSF) analysis, and genotyping. At month 31, the patient repeated the neuropsychological evaluation and brain MRI. Results At onset the patient complained prominent language production difficulties, such as effortful speech and anomia. At month 18, FDG-PET showed left fronto-temporal and striatal hypometabolism. At month 24, the neuropsychological evaluation reported prevalent speech and comprehension deficits. Brain MRI reported left fronto-opercular and striatal atrophy, and left frontal periventricular white matter hyperintensities (WMHs). Increased CSF total tau level was observed. Genotyping revealed a new GRN c.1018delC (p.H340TfsX21) mutation. The patient received a diagnosis of non-fluent variant of primary progressive aphasia (nfvPPA). At month 31, language deficits worsened, together with attention and executive functions. The patient presented also with behavioral disturbances, and a progressive atrophy in the left frontal-opercular and temporo-mesial region. Discussion and conclusion The new GRN p.H340TfsX21 mutation resulted in a case of nfvPPA characterized by fronto-temporal and striatal alterations, typical frontal asymmetric WMHs, and a fast progression toward a widespread cognitive and behavioral impairment, which reflects a frontotemporal lobar degeneration. Our findings extend the current knowledge of the phenotypic heterogeneity among GRN mutation carriers.
Collapse
Affiliation(s)
- Veronica Castelnovo
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Elisa Canu
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Teuta Domi
- Experimental Neuropathology Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Laura Pozzi
- Experimental Neuropathology Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Francesca Vignaroli
- Movement Disorders Center, Neurology Unit, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Edoardo Gioele Spinelli
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Alma Ghirelli
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Giacomo Tondo
- Neurology Unit, S. Andrea Hospital, Department of Translational Medicine, University of Piemonte Orientale, Vercelli, Italy
| | - Cristoforo Comi
- Neurology Unit, S. Andrea Hospital, Department of Translational Medicine, University of Piemonte Orientale, Vercelli, Italy
| | - Nilo Riva
- Experimental Neuropathology Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Angelo Quattrini
- Experimental Neuropathology Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paola Carrera
- Unit of Genomics for Human Disease Diagnosis, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Federica Agosta
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| |
Collapse
|
14
|
Pérez-Millan A, Contador J, Juncà-Parella J, Bosch B, Borrell L, Tort-Merino A, Falgàs N, Borrego-Écija S, Bargalló N, Rami L, Balasa M, Lladó A, Sánchez-Valle R, Sala-Llonch R. Classifying Alzheimer's disease and frontotemporal dementia using machine learning with cross-sectional and longitudinal magnetic resonance imaging data. Hum Brain Mapp 2023; 44:2234-2244. [PMID: 36661219 PMCID: PMC10028671 DOI: 10.1002/hbm.26205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 12/01/2022] [Accepted: 01/04/2023] [Indexed: 01/21/2023] Open
Abstract
Alzheimer's disease (AD) and frontotemporal dementia (FTD) are common causes of dementia with partly overlapping, symptoms and brain signatures. There is a need to establish an accurate diagnosis and to obtain markers for disease tracking. We combined unsupervised and supervised machine learning to discriminate between AD and FTD using brain magnetic resonance imaging (MRI). We included baseline 3T-T1 MRI data from 339 subjects: 99 healthy controls (CTR), 153 AD and 87 FTD patients; and 2-year follow-up data from 114 subjects. We obtained subcortical gray matter volumes and cortical thickness measures using FreeSurfer. We used dimensionality reduction to obtain a single feature that was later used in a support vector machine for classification. Discrimination patterns were obtained with the contribution of each region to the single feature. Our algorithm differentiated CTR versus AD and CTR versus FTD at the cross-sectional level with 83.3% and 82.1% of accuracy. These increased up to 90.0% and 88.0% with longitudinal data. When we studied the classification between AD versus FTD we obtained an accuracy of 63.3% at the cross-sectional level and 75.0% for longitudinal data. The AD versus FTD versus CTR classification has reached an accuracy of 60.7%, and 71.3% for cross-sectional and longitudinal data respectively. Disease discrimination brain maps are in concordance with previous results obtained with classical approaches. By using a single feature, we were capable to classify CTR, AD, and FTD with good accuracy, considering the inherent overlap between diseases. Importantly, the algorithm can be used with cross-sectional and longitudinal data.
Collapse
Affiliation(s)
- Agnès Pérez-Millan
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
- Department of Biomedicine, Faculty of Medicine, Institute of Neurosciences, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - José Contador
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
| | - Jordi Juncà-Parella
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
| | - Beatriz Bosch
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
| | - Laia Borrell
- Department of Biomedicine, Faculty of Medicine, Institute of Neurosciences, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Adrià Tort-Merino
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
| | - Neus Falgàs
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
- Atlantic Fellow for Equity in Brain Health, Global Brain Heath Institute, University of California San Francisco, Trinity College Dublin, San Francisco, California, USA
| | - Sergi Borrego-Écija
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
| | - Nuria Bargalló
- Image Diagnostic Centre, Hospital Clínic de Barcelona, CIBER de Salud Mental, Instituto de Salud Carlos III. Magnetic Resonance Image Core Facility, IDIBAPS, Barcelona, Spain
| | - Lorena Rami
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
| | - Mircea Balasa
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
- Atlantic Fellow for Equity in Brain Health, Global Brain Heath Institute, University of California San Francisco, Trinity College Dublin, San Francisco, California, USA
| | - Albert Lladó
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
| | - Raquel Sánchez-Valle
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Fundació Clínic per a la Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain
| | - Roser Sala-Llonch
- Department of Biomedicine, Faculty of Medicine, Institute of Neurosciences, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Barcelona, Spain
| |
Collapse
|
15
|
Bocchetta M, Todd EG, Bouzigues A, Cash DM, Nicholas JM, Convery RS, Russell LL, Thomas DL, Malone IB, Iglesias JE, van Swieten JC, Jiskoot LC, Seelaar H, Borroni B, Galimberti D, Sanchez-Valle R, Laforce R, Moreno F, Synofzik M, Graff C, Masellis M, Tartaglia MC, Rowe JB, Vandenberghe R, Finger E, Tagliavini F, de Mendonça A, Santana I, Butler CR, Ducharme S, Gerhard A, Danek A, Levin J, Otto M, Sorbi S, Le Ber I, Pasquier F, Rohrer JD. Structural MRI predicts clinical progression in presymptomatic genetic frontotemporal dementia: findings from the GENetic Frontotemporal dementia Initiative cohort. Brain Commun 2023; 5:fcad061. [PMID: 36970046 PMCID: PMC10036293 DOI: 10.1093/braincomms/fcad061] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 11/22/2022] [Accepted: 03/08/2023] [Indexed: 03/12/2023] Open
Abstract
Biomarkers that can predict disease progression in individuals with genetic frontotemporal dementia are urgently needed. We aimed to identify whether baseline MRI-based grey and white matter abnormalities are associated with different clinical progression profiles in presymptomatic mutation carriers in the GENetic Frontotemporal dementia Initiative. Three hundred eighty-seven mutation carriers were included (160 GRN, 160 C9orf72, 67 MAPT), together with 240 non-carrier cognitively normal controls. Cortical and subcortical grey matter volumes were generated using automated parcellation methods on volumetric 3T T1-weighted MRI scans, while white matter characteristics were estimated using diffusion tensor imaging. Mutation carriers were divided into two disease stages based on their global CDR®+NACC-FTLD score: presymptomatic (0 or 0.5) and fully symptomatic (1 or greater). The w-scores in each grey matter volumes and white matter diffusion measures were computed to quantify the degree of abnormality compared to controls for each presymptomatic carrier, adjusting for their age, sex, total intracranial volume, and scanner type. Presymptomatic carriers were classified as 'normal' or 'abnormal' based on whether their grey matter volume and white matter diffusion measure w-scores were above or below the cut point corresponding to the 10th percentile of the controls. We then compared the change in disease severity between baseline and one year later in both the 'normal' and 'abnormal' groups within each genetic subtype, as measured by the CDR®+NACC-FTLD sum-of-boxes score and revised Cambridge Behavioural Inventory total score. Overall, presymptomatic carriers with normal regional w-scores at baseline did not progress clinically as much as those with abnormal regional w-scores. Having abnormal grey or white matter measures at baseline was associated with a statistically significant increase in the CDR®+NACC-FTLD of up to 4 points in C9orf72 expansion carriers, and 5 points in the GRN group as well as a statistically significant increase in the revised Cambridge Behavioural Inventory of up to 11 points in MAPT, 10 points in GRN, and 8 points in C9orf72 mutation carriers. Baseline regional brain abnormalities on MRI in presymptomatic mutation carriers are associated with different profiles of clinical progression over time. These results may be helpful to inform stratification of participants in future trials.
Collapse
Affiliation(s)
- Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
- Centre for Cognitive and Clinical Neuroscience, Division of Psychology, Department of Life Sciences, Medicine and Life Sciences, College of Health, Brunel University London, London, United Kingdom
| | - Emily G Todd
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Arabella Bouzigues
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - David M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
- Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Jennifer M Nicholas
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Rhian S Convery
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Lucy L Russell
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - David L Thomas
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
- Neuroradiological Academic Unit, Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Ian B Malone
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Juan Eugenio Iglesias
- Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - John C van Swieten
- Department of Neurology and Alzheimer center, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Lize C Jiskoot
- Department of Neurology and Alzheimer center, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Harro Seelaar
- Department of Neurology and Alzheimer center, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Daniela Galimberti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
- Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Raquel Sanchez-Valle
- Neurology Department, Hospital Clinic, Institut d’Investigacions Biomèdiques, Barcelona, Spain
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, Faculté de Médecine, Université Laval, Quebec City, QC, Canada
| | - Fermin Moreno
- Hospital Universitario Donostia, San Sebastian, Spain
| | - Matthis Synofzik
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research (HIH), University of Tübingen, Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Caroline Graff
- Department NVS, Division of Neurogeriatrics, Karolinska Institutet, Stockholm, Sweden
- Unit for Hereditary Dementia, Theme Aging, Karolinska University Hospital-Solna Stockholm, Stockholm, Sweden
| | - Mario Masellis
- Campbell Cognitive Neurology Research Unit, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Maria Carmela Tartaglia
- Toronto Western Hospital, Tanz Centre for Research in Neurodegenerative Disease, Toronto, ON, Canada
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust and Medical Research Council Cognition and brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | - Fabrizio Tagliavini
- Fondazione Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Neurologico Carlo Besta, Milan, Italy
| | | | - Isabel Santana
- Neurology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Chris R Butler
- Department of Clinical Neurology, University of Oxford, Oxford, United Kingdom
| | - Simon Ducharme
- Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, United Kingdom
- Departments of Geriatric Medicine and Nuclear Medicine, University of Duisburg-Essen, Essen, Germany
| | - Adrian Danek
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Germany
| | - Johannes Levin
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Germany
- German Center for Neurodegenerative Diseases (DZNE), Germany
- Munich Cluster of Systems Neurology, Munich, Germany
| | - Markus Otto
- Department of Neurology, University Hospital Ulm, Ulm, Germany
| | - Sandro Sorbi
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Isabelle Le Ber
- Sorbonne Université, Paris Brain Institute—Institut du Cerveau– ICM, Inserm U1127, CNRS UMR 7225, AP-HP—Hôpital Pitié-Salpêtrière, Paris, France
- Centre deréférence des démences rares ou précoces, IM2A, Département de Neurologie, AP-HP—Hôpital Pitié-Salpêtrière, Paris, France
- Département de Neurologie, AP-HP—Hôpital Pitié-Salpêtrière, Paris, France
| | - Florence Pasquier
- University Lille, Lille, France
- Inserm 1172, Lille, France
- CHU, CNR-MAJ, Labex Distalz, LiCENDLille, Lille, France
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| |
Collapse
|
16
|
Bussy A, Levy JP, Best T, Patel R, Cupo L, Van Langenhove T, Nielsen JE, Pijnenburg Y, Waldö ML, Remes AM, Schroeter ML, Santana I, Pasquier F, Otto M, Danek A, Levin J, Le Ber I, Vandenberghe R, Synofzik M, Moreno F, de Mendonça A, Sanchez-Valle R, Laforce R, Langheinrich T, Gerhard A, Graff C, Butler CR, Sorbi S, Jiskoot L, Seelaar H, van Swieten JC, Finger E, Tartaglia MC, Masellis M, Tiraboschi P, Galimberti D, Borroni B, Rowe JB, Bocchetta M, Rohrer JD, Devenyi GA, Chakravarty MM, Ducharme S. Cerebellar and subcortical atrophy contribute to psychiatric symptoms in frontotemporal dementia. Hum Brain Mapp 2023; 44:2684-2700. [PMID: 36895129 PMCID: PMC10089095 DOI: 10.1002/hbm.26220] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 03/11/2023] Open
Abstract
Recent studies have reported early cerebellar and subcortical impact in the disease progression of genetic frontotemporal dementia (FTD) due to microtubule-associated protein tau (MAPT), progranulin (GRN) and chromosome 9 open reading frame 72 (C9orf72). However, the cerebello-subcortical circuitry in FTD has been understudied despite its essential role in cognition and behaviors related to FTD symptomatology. The present study aims to investigate the association between cerebellar and subcortical atrophy, and neuropsychiatric symptoms across genetic mutations. Our study included 983 participants from the Genetic Frontotemporal dementia Initiative including mutation carriers and noncarrier first-degree relatives of known symptomatic carriers. Voxel-wise analysis of the thalamus, striatum, globus pallidus, amygdala, and the cerebellum was performed, and partial least squares analyses (PLS) were used to link morphometry and behavior. In presymptomatic C9orf72 expansion carriers, thalamic atrophy was found compared to noncarriers, suggesting the importance of this structure in FTD prodromes. PLS analyses demonstrated that the cerebello-subcortical circuitry is related to neuropsychiatric symptoms, with significant overlap in brain/behavior patterns, but also specificity for each genetic mutation group. The largest differences were in the cerebellar atrophy (larger extent in C9orf72 expansion group) and more prominent amygdalar volume reduction in the MAPT group. Brain scores in the C9orf72 expansion carriers and MAPT carriers demonstrated covariation patterns concordant with atrophy patterns detectable up to 20 years before expected symptom onset. Overall, these results demonstrated the important role of the subcortical structures in genetic FTD symptom expression, particularly the cerebellum in C9orf72 and the amygdala in MAPT carriers.
Collapse
Affiliation(s)
- Aurélie Bussy
- Computational Brain Anatomy (CoBrA) Laboratory, Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Quebec, Canada
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec, Canada
- Integrated Program in Neuroscience, McGill University, Montreal, Canada
| | - Jake P Levy
- Integrated Program in Neuroscience, McGill University, Montreal, Canada
- McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Tristin Best
- Computational Brain Anatomy (CoBrA) Laboratory, Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Quebec, Canada
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec, Canada
- Integrated Program in Neuroscience, McGill University, Montreal, Canada
| | - Raihaan Patel
- Computational Brain Anatomy (CoBrA) Laboratory, Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Quebec, Canada
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec, Canada
- Department of Biomedical Engineering, McGill University, Montreal, Quebec, Canada
| | - Lani Cupo
- Computational Brain Anatomy (CoBrA) Laboratory, Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Quebec, Canada
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec, Canada
- Integrated Program in Neuroscience, McGill University, Montreal, Canada
| | | | - Jørgen E Nielsen
- Neurogenetics Clinic & Research Lab, Danish Dementia Research Centre, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Yolande Pijnenburg
- Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Maria Landqvist Waldö
- Division of Clinical Sciences Helsingborg, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
| | - Anne M Remes
- Research Unit of Clinical Medicine, Neurology, University of Oulu, Finland
- Medical Research Center, Oulu University Hospital, Oulu, Finland
| | - Matthias L Schroeter
- Clinic for Cognitive Neurology, University Clinic Leipzig, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- Clinic for Cognitive Neurology, University Clinic Leipzig, Leipzig, Germany
| | - Isabel Santana
- University Hospital of Coimbra (HUC), Neurology Service, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Center for Neuroscience and Cell Biology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Florence Pasquier
- Universite de Lille, Lille, France
- Inserm 1172, Lille, France
- CHU, CNR-MAJ, Labex Distalz, Lille, France
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Adrian Danek
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich, Germany
| | - Johannes Levin
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich, Germany
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, Center for Neurodegenerative Diseases (DZNE), University of Tübingen, Tübingen, Germany
| | - Isabelle Le Ber
- Sorbonne Université, Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, Paris, France
- Centre de référence des démences rares ou précoces, IM2A, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
| | - Rik Vandenberghe
- Department of Neurosciences, Laboratory for Cognitive Neurology, Leuven, Belgium
- Neurology Service, University Hospitals Leuven, Leuven, Belgium
- Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, Center for Neurodegenerative Diseases (DZNE), University of Tübingen, Tübingen, Germany
| | - Fermin Moreno
- Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Spain
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa, Spain
| | | | - Raquel Sanchez-Valle
- Alzheimer's disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona, Spain
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, and Faculté de Médecine, Université Laval, Quebec, Canada
| | - Tobias Langheinrich
- Division of Neuroscience, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
- Cerebral Function Unit, Manchester Centre for Clinical Neurosciences, Salford Royal NHS Foundation Trust, Salford, UK
| | - Alexander Gerhard
- Division of Neuroscience, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
- Departments of Geriatric Medicine and Nuclear Medicine, University of Duisburg, Essen, Germany
| | - Caroline Graff
- Center for Alzheimer Research, Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Bioclinicum, Karolinska Institutet, Solna, Sweden
- Unit for Hereditary Dementias, Theme Inflammation and Aging, Karolinska University Hospital, Solna, Sweden
| | - Chris R Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Sandro Sorbi
- Department of Neurofarba, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Lize Jiskoot
- Department of Neurology, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Harro Seelaar
- Department of Neurology, Erasmus Medical Centre, Rotterdam, Netherlands
| | | | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, Ontario, Canada
| | - Maria Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Canada
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | | | - Daniela Galimberti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
- Neurodegenerative Diseases Unit, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust and Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
- Centre for Cognitive and Clinical Neuroscience, Division of Psychology, Department of Life Sciences, College of Health, Medicine and Life Sciences, Brunel University London, London, UK
| | | | - Gabriel A Devenyi
- Computational Brain Anatomy (CoBrA) Laboratory, Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Quebec, Canada
- Department of Biomedical Engineering, McGill University, Montreal, Quebec, Canada
| | - M Mallar Chakravarty
- Computational Brain Anatomy (CoBrA) Laboratory, Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Quebec, Canada
- Douglas Mental Health University Institute, McGill University, Montreal, Quebec, Canada
- Integrated Program in Neuroscience, McGill University, Montreal, Canada
- Department of Biomedical Engineering, McGill University, Montreal, Quebec, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, Canada
| | - Simon Ducharme
- Integrated Program in Neuroscience, McGill University, Montreal, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, Canada
- McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | | |
Collapse
|
17
|
Pérez-Millan A, Borrego-Écija S, van Swieten JC, Jiskoot L, Moreno F, Laforce R, Graff C, Masellis M, Tartaglia MC, Rowe JB, Borroni B, Finger E, Synofzik M, Galimberti D, Vandenberghe R, de Mendonça A, Butler CR, Gerhard A, Ducharme S, Le Ber I, Santana I, Pasquier F, Levin J, Otto M, Sorbi S, Tiraboschi P, Seelaar H, Langheinrich T, Rohrer JD, Sala-Llonch R, Sánchez-Valle R. Loss of brainstem white matter predicts onset and motor neuron symptoms in C9orf72 expansion carriers: a GENFI study. J Neurol 2023; 270:1573-1586. [PMID: 36443488 DOI: 10.1007/s00415-022-11435-x] [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: 08/05/2022] [Revised: 10/17/2022] [Accepted: 10/18/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND OBJECTIVES The C9orf72 expansion is the most common genetic cause of frontotemporal dementia (FTD) and/or motor neuron disease (MND). Corticospinal degeneration has been described in post-mortem neuropathological studies in these patients, especially in those with MND. We used MRI to analyze white matter (WM) volumes in presymptomatic and symptomatic C9orf72 expansion carriers and investigated whether its measure may be helpful in predicting the onset of symptoms. METHODS We studied 102 presymptomatic C9orf72 mutation carriers, 52 symptomatic carriers: 42 suffering from FTD and 11 from MND, and 75 non-carriers from the Genetic Frontotemporal dementia Initiative (GENFI). All subjects underwent T1-MRI acquisition. We used FreeSurfer to estimate the volume proportion of WM in the brainstem regions (midbrain, pons, and medulla oblongata). We calculated group differences with ANOVA tests and performed linear and non-linear regressions to assess group-by-age interactions. RESULTS A reduced WM ratio was found in all brainstem subregions in symptomatic carriers compared to both noncarriers and pre-symptomatic carriers. Within symptomatic carriers, MND patients presented a lower ratio in pons and medulla oblongata compared with FTD patients. No differences were found between presymptomatic carriers and non-carriers. Clinical severity was negatively associated with the WM ratio. C9orf72 carriers presented greater age-related WM loss than non-carriers, with MND patients showing significantly more atrophy in pons and medulla oblongata. DISCUSSION We find consistent brainstem WM loss in C9orf72 symptomatic carriers with differences related to the clinical phenotype supporting the use of brainstem measures as neuroimaging biomarkers for disease tracking.
Collapse
Affiliation(s)
- Agnès Pérez-Millan
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, University of Barcelona, Villarroel, 170, 08036, Barcelona, Spain
- Department of Biomedicine, Faculty of Medicine, Institute of Neurosciences, University of Barcelona, 08036, Barcelona, Spain
| | - Sergi Borrego-Écija
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, University of Barcelona, Villarroel, 170, 08036, Barcelona, Spain
| | - John C van Swieten
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Lize Jiskoot
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, London, UK
| | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa, Spain
- Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain
| | - Robert Laforce
- Département des Sciences Neurologiques, Clinique Interdisciplinaire de Mémoire, CHU de Québec, and Faculté de Médecine, Université Laval, Quebec City, QC, Canada
| | - Caroline Graff
- Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Bioclinicum, Center for Alzheimer Research, Karolinska Institutet, Solna, Sweden
- Unit for Hereditary Dementias, Theme Aging, Karolinska University Hospital, Solna, Sweden
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | - Maria Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Canada
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust and Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Barbara Borroni
- Department of Clinical and Experimental Sciences, Centre for Neurodegenerative Disorders, University of Brescia, Brescia, Italy
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany
- Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Daniela Galimberti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
- Neurology Service, University Hospitals Leuven, Leuven, Belgium
| | | | - Chris R Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
- Department of Geriatric Medicine and Nuclear Medicine, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| | - Simon Ducharme
- Department of Psychiatry, Douglas Mental Health University Institute, McGill University, Montreal, Canada
- Department of Neurology and Neurosurgery, McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Isabelle Le Ber
- Sorbonne Université, Paris Brain Institute - Institut du Cerveau - ICM, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière (DMU Neurosciences Paris 6), Paris, France
- Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière (DMU Neurosciences Paris 6), Paris, France
| | - Isabel Santana
- Neurology Service, Faculty of Medicine, University Hospital of Coimbra (HUC), University of Coimbra, Coimbra, Portugal
- Center for Neuroscience and Cell Biology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Florence Pasquier
- Univ Lille, Lille, France
- CHU, CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Johannes Levin
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Sandro Sorbi
- Department of Neurofarba, University of Florence, Florence, Italy
| | | | - Harro Seelaar
- Department of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Tobias Langheinrich
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
| | - Jonathan D Rohrer
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, London, UK
| | - Roser Sala-Llonch
- Department of Biomedicine, Faculty of Medicine, Institute of Neurosciences, University of Barcelona, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Barcelona, Spain
| | - Raquel Sánchez-Valle
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi I Sunyer, University of Barcelona, Villarroel, 170, 08036, Barcelona, Spain.
| | | |
Collapse
|
18
|
McKenna MC, Lope J, Bede P, Tan EL. Thalamic pathology in frontotemporal dementia: Predilection for specific nuclei, phenotype-specific signatures, clinical correlates, and practical relevance. Brain Behav 2023; 13:e2881. [PMID: 36609810 PMCID: PMC9927864 DOI: 10.1002/brb3.2881] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 12/17/2022] [Accepted: 12/18/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Frontotemporal dementia (FTD) phenotypes are classically associated with distinctive cortical atrophy patterns and regional hypometabolism. However, the spectrum of cognitive and behavioral manifestations in FTD arises from multisynaptic network dysfunction. The thalamus is a key hub of several corticobasal and corticocortical circuits. The main circuits relayed via the thalamic nuclei include the dorsolateral prefrontal circuit, the anterior cingulate circuit, and the orbitofrontal circuit. METHODS In this paper, we have reviewed evidence for thalamic pathology in FTD based on radiological and postmortem studies. Original research papers were systematically reviewed for preferential involvement of specific thalamic regions, for phenotype-associated thalamic disease burden patterns, characteristic longitudinal changes, and genotype-associated thalamic signatures. Moreover, evidence for presymptomatic thalamic pathology was also reviewed. Identified papers were systematically scrutinized for imaging methods, cohort sizes, clinical profiles, clinicoradiological associations, and main anatomical findings. The findings of individual research papers were amalgamated for consensus observations and their study designs further evaluated for stereotyped shortcomings. Based on the limitations of existing studies and conflicting reports in low-incidence FTD variants, we sought to outline future research directions and pressing research priorities. RESULTS FTD is associated with focal thalamic degeneration. Phenotype-specific thalamic traits mirror established cortical vulnerability patterns. Thalamic nuclei mediating behavioral and language functions are preferentially involved. Given the compelling evidence for considerable thalamic disease burden early in the course of most FTD subtypes, we also reflect on the practical relevance, diagnostic role, prognostic significance, and monitoring potential of thalamic metrics in FTD. CONCLUSIONS Cardinal manifestations of FTD phenotypes are likely to stem from thalamocortical circuitry dysfunction and are not exclusively driven by focal cortical changes.
Collapse
Affiliation(s)
- Mary Clare McKenna
- Computational Neuroimaging Group, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.,Department of Neurology, St James's Hospital, Dublin, Ireland
| | - Jasmin Lope
- Computational Neuroimaging Group, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Peter Bede
- Computational Neuroimaging Group, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.,Department of Neurology, St James's Hospital, Dublin, Ireland
| | - Ee Ling Tan
- Computational Neuroimaging Group, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| |
Collapse
|
19
|
Saracino D, Sellami L, Boniface H, Houot M, Pélégrini-Issac M, Funkiewiez A, Rinaldi D, Locatelli M, Azuar C, Causse-Lemercier V, Jaillard A, Pasquier F, Chastan M, Wallon D, Hitzel A, Pariente J, Pallardy A, Boutoleau-Bretonnière C, Guedj E, Didic M, Migliaccio R, Kas A, Habert MO, Le Ber I. Brain Metabolic Profile in Presymptomatic GRN Carriers Throughout a 5-Year Follow-up. Neurology 2023; 100:e396-e407. [PMID: 36257714 DOI: 10.1212/wnl.0000000000201439] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/06/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND AND OBJECTIVES GRN variants are a frequent cause of familial frontotemporal dementia (FTD). Monitoring disease progression in asymptomatic carriers of genetic variants is a major challenge in delivering preventative therapies before clinical onset. This study aimed to assess the usefulness of fluorodeoxyglucose (FDG)-PET in identifying metabolic changes in presymptomatic GRN carriers (PS-GRN+) and to trace their longitudinal progression. METHODS Participants were longitudinally evaluated over 5 years in a prospective cohort study focused on GRN disease (Predict-PGRN). They underwent cognitive/behavioral assessment, plasma neurofilament measurement, brain MRI, and FDG-PET. Voxel-wise comparisons of structural and metabolic imaging data between 2 groups were performed for each time point. Longitudinal PET changes were evaluated with voxel-wise comparisons and the metabolic percent annual changes method. The association of regional brain metabolism with plasma neurofilament and cognitive changes was analyzed. RESULTS Among the 80 individuals enrolled in the study, 58 (27 PS-GRN+ and 31 noncarriers) were included in the analyses. Cross-sectional comparisons between PS-GRN+ and controls found a significant hypometabolism in the left superior temporal sulcus (STS) region (encompassing the middle and superior temporal gyri), approximately 15 years before the expected disease onset, without significant cortical atrophy. The longitudinal metabolic decline over the following 5 years peaked around the right STS in carriers (p < 0.001), without significantly greater volume loss compared with that in controls. Their estimated annualized metabolic decrease (-1.37%) was higher than that in controls (-0.21%, p = 0.004). Lower glucose uptake was associated with higher neurofilament increase (p = 0.003) and lower frontal cognitive scores (p = 0.014) in PS-GRN+. DISCUSSION This study detected brain metabolic changes in the STS region, preceding structural and cognitive alterations, thus contributing to the characterization of the pathochronology of preclinical GRN disease. Owing to the STS involvement in the perception of facially communicated cues, it is likely that its dysfunction contributes to social cognition deficits characterizing FTD. Overall, our study highlights brain metabolic changes as an early disease-tracking biomarker and proposes annualized percent decrease as a metric to monitor therapeutic response in forthcoming trials.
Collapse
Affiliation(s)
- Dario Saracino
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Leila Sellami
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Hugo Boniface
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Marion Houot
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Mélanie Pélégrini-Issac
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Aurélie Funkiewiez
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Daisy Rinaldi
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Maxime Locatelli
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Carole Azuar
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Valérie Causse-Lemercier
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Alice Jaillard
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Florence Pasquier
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Mathieu Chastan
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - David Wallon
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Anne Hitzel
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Jérémie Pariente
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Amandine Pallardy
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Claire Boutoleau-Bretonnière
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Eric Guedj
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Mira Didic
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Raffaella Migliaccio
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Aurélie Kas
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Marie-Odile Habert
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France
| | - Isabelle Le Ber
- From the Sorbonne Université (D.S., L.S., M.H., A.F., D.R., M.L., R.M., I.L.B.), Paris Brain Institute-Institut du Cerveau-ICM, Inserm U1127, CNRS UMR 7225, Paris, France; IM2A (D.S., M.H., A.F., D.R., C.A., R.M., I.L.B.), Reference Centre for Rare or Early-Onset Dementias, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Aramis Project Team (D.S.), Inria Research Center of Paris, France; Sorbonne Université (H.B., M.P.-I., M.L., A.K., M.-O.H.), CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France; Centre d'Acquisition et de Traitement d'Images (CATI) (H.B., M.L., A.K., M.-O.H.), US52-UAR2031, CEA, ICM, SU, CNRS, INSERM, APHP, Ile de France, France; Université Paris-Saclay (H.B.), CEA, CNRS, Neurospin, UMR9027 Baobab, Gif-sur-Yvette, France; Centre of Excellence of Neurodegenerative Disease (CoEN) (M.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Département de Médecine Nucléaire (V.C.-L., A.K., M.-O.H.), AP-HP - Hôpital Pitié-Salpêtrière, Paris, France; Nuclear Medicine Department (A.J.), CHU Lille, Lille, France; Univ Lille (F.P.), Inserm U1172, CHU Lille, DistAlz, LiCEND, CNR-MAJ, France; Department of Nuclear Medicine (M.C.), Centre Henri Becquerel, Rouen University Hospital, France; Normandie Univ (D.W.), UNIROUEN, Inserm U1245 and CHU Rouen, Department of Neurology, CNR-MAJ, Normandy Center for Genomic and Personalized Medicine, CIC-CRB1404, Rouen, France; Nuclear Medicine Department (A.H.), Toulouse Purpan University Hospital, France; Department of Neurology and ToNIC (J.P.), Toulouse NeuroImaging Centre, Inserm, UPS, Toulouse University Hospital, France; Nuclear Medicine Department (A.P.), University Hospital of Nantes, France; CHU Nantes (C.B.-B.), Inserm CIC04, Department of Neurology, Centre Mémoire de Ressources et Recherche, Nantes, France; Nuclear Medicine Department (E.G.), Aix-Marseille University, APHM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, CERIMED, France; APHM (M.D.), Timone, Service de Neurologie et Neuropsychologie, APHM-Hôpital Timone Adultes, Marseille, France; and Aix-Marseille Univ (M.D.), INSERM, INS Institut de Neurosciences des Systèmes, France.
| | | |
Collapse
|
20
|
van Veenhuijzen K, Westeneng HJ, Tan HHG, Nitert AD, van der Burgh HK, Gosselt I, van Es MA, Nijboer TCW, Veldink JH, van den Berg LH. Longitudinal Effects of Asymptomatic C9orf72 Carriership on Brain Morphology. Ann Neurol 2022; 93:668-680. [PMID: 36511398 DOI: 10.1002/ana.26572] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 11/18/2022] [Accepted: 11/28/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE We investigated effects of C9orf72 repeat expansion and gene expression on longitudinal cerebral changes before symptom onset. METHODS We enrolled 79 asymptomatic family members (AFMs) from 9 families with C9orf72 repeat expansion. Twenty-eight AFMs carried the mutation (C9+). Participants had up to 3 magnetic resonance imaging (MRI) scans, after which we compared motor cortex and motor tracts between C9+ and C9- AFMs using mixed effects models, incorporating kinship to correct for familial relations and lessen effects of other genetic factors. We also compared cortical, subcortical, cerebellar, and connectome structural measurements in a hypothesis-free analysis. We correlated regional C9orf72 expression in donor brains with the pattern of cortical thinning in C9+ AFMs using meta-regression. For comparison, we included 42 C9+ and 439 C9- patients with amyotrophic lateral sclerosis (ALS) in this analysis. RESULTS C9+ AFM motor cortex had less gyrification and was thinner than in C9- AFMs, without differences in motor tracts. Whole brain analysis revealed thinner cortex and less gyrification in parietal, occipital, and temporal regions, smaller thalami and right hippocampus, and affected frontotemporal connections. Thinning of bilateral precentral, precuneus, and left superior parietal cortex was faster in C9+ than in C9- AFMs. Higher C9orf72 expression correlated with thinner cortex in both C9+ AFMs and C9+ ALS patients. INTERPRETATION In asymptomatic C9orf72 repeat expansion carriers, brain MRI reveals widespread features suggestive of impaired neurodevelopment, along with faster decline of motor and parietal cortex than found in normal aging. C9orf72 expression might play a role in cortical development, and consequently explain the specific brain abnormalities of mutation carriers. ANN NEUROL 2022.
Collapse
Affiliation(s)
- Kevin van Veenhuijzen
- Department of Neurology, Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Henk-Jan Westeneng
- Department of Neurology, Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Harold H G Tan
- Department of Neurology, Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Abram D Nitert
- Department of Neurology, Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Hannelore K van der Burgh
- Department of Neurology, Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Isabel Gosselt
- Department of Neurology, Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.,Center of Excellence for Rehabilitation Medicine, Brain Center, University Medical Center Utrecht and De Hoogstraat Rehabilitation, Utrecht, the Netherlands
| | - Michael A van Es
- Department of Neurology, Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Tanja C W Nijboer
- Department of Experimental Psychology, Utrecht University, Utrecht, the Netherlands
| | - Jan H Veldink
- Department of Neurology, Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Leonard H van den Berg
- Department of Neurology, Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| |
Collapse
|
21
|
Tse NY, Bocchetta M, Todd EG, Devenney EM, Tu S, Caga J, Hodges JR, Halliday GM, Irish M, Kiernan MC, Piguet O, Rohrer JD, Ahmed RM. Distinct hypothalamic involvement in the amyotrophic lateral sclerosis-frontotemporal dementia spectrum. Neuroimage Clin 2022; 37:103281. [PMID: 36495857 PMCID: PMC9731897 DOI: 10.1016/j.nicl.2022.103281] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/04/2022] [Accepted: 12/02/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Hypothalamic dysregulation plays an established role in eating abnormalities in behavioural variant frontotemporal dementia (bvFTD) and amyotrophic lateral sclerosis (ALS). Its contribution to cognitive and behavioural impairments, however, remains unexplored. METHODS Correlation between hypothalamic subregion atrophy and cognitive and behavioural impairments was examined in a large sample of 211 participants (52 pure ALS, 42 mixed ALS-FTD, 59 bvFTD, and 58 age- and education- matched healthy controls). RESULTS Graded variation in hypothalamic involvement but relative sparing of the inferior tuberal region was evident across all patient groups. Bilateral anterior inferior, anterior superior, and posterior hypothalamic subregions were selectively implicated in memory, fluency and processing speed impairments in addition to apathy and abnormal eating habits, taking into account disease duration, age, sex, total intracranial volume, and acquisition parameters (all p ≤ .001). CONCLUSIONS These findings revealed that subdivisions of the hypothalamus are differentially affected in the ALS-FTD spectrum and contribute to canonical cognitive and behavioural disturbances beyond eating abnormalities. The anterior superior and superior tuberal subregions containing the paraventricular nucleus (housing oxytocin-producing neurons) displayed the greatest volume loss in bvFTD and ALS-FTD, and ALS, respectively. Importantly, the inferior tuberal subregion housing the arcuate nucleus (containing different groups of neuroendocrine neurons) was selectively preserved across the ALS-FTD spectrum, supporting pathophysiological findings of discrete neuropeptide expression abnormalities that may underlie the pathogenesis of autonomic and metabolic abnormalities and potentially certain cognitive and behavioural symptom manifestations, representing avenues for more refined symptomatic treatment targets.
Collapse
Affiliation(s)
- Nga Yan Tse
- The University of Sydney, Brain & Mind Centre, Sydney, Australia; Royal Prince Alfred Hospital, Sydney, Australia
| | - Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Emily G Todd
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Emma M Devenney
- The University of Sydney, Brain & Mind Centre, Sydney, Australia; Royal Prince Alfred Hospital, Sydney, Australia
| | - Sicong Tu
- The University of Sydney, Brain & Mind Centre, Sydney, Australia; Royal Prince Alfred Hospital, Sydney, Australia
| | - Jashelle Caga
- The University of Sydney, Brain & Mind Centre, Sydney, Australia; Royal Prince Alfred Hospital, Sydney, Australia
| | - John R Hodges
- The University of Sydney, Brain & Mind Centre, Sydney, Australia; Royal Prince Alfred Hospital, Sydney, Australia; The University of Sydney, School of Psychology and Brain & Mind Centre, Sydney, Australia
| | - Glenda M Halliday
- The University of Sydney, Sydney Medical School and Brain & Mind Centre, Sydney, Australia
| | - Muireann Irish
- The University of Sydney, School of Psychology and Brain & Mind Centre, Sydney, Australia
| | - Matthew C Kiernan
- The University of Sydney, Brain & Mind Centre, Sydney, Australia; Royal Prince Alfred Hospital, Sydney, Australia; The University of Sydney, Sydney Medical School and Brain & Mind Centre, Sydney, Australia
| | - Olivier Piguet
- The University of Sydney, School of Psychology and Brain & Mind Centre, Sydney, Australia
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Rebekah M Ahmed
- The University of Sydney, Brain & Mind Centre, Sydney, Australia; Royal Prince Alfred Hospital, Sydney, Australia; Memory and Cognition Clinic, Institute of Clinical Neurosciences, Royal Prince Alfred Hospital, Sydney, Australia.
| |
Collapse
|
22
|
Finger E, Malik R, Bocchetta M, Coleman K, Graff C, Borroni B, Masellis M, Laforce R, Greaves CV, Russell LL, Convery RS, Bouzigues A, Cash DM, Otto M, Synofzik M, Rowe JB, Galimberti D, Tiraboschi P, Bartha R, Shoesmith C, Tartaglia MC, van Swieten JC, Seelaar H, Jiskoo LC, Sorbi S, Butler CR, Gerhard A, Sanchez-Valle R, de Mendonça A, Moreno F, Vandenberghe R, Le Ber I, Levin J, Pasquier F, Santana I, Rohrer JD, Ducharme S. Neurodevelopmental effects of genetic frontotemporal dementia in young adult mutation carriers. Brain 2022; 146:2120-2131. [PMID: 36458975 DOI: 10.1093/brain/awac446] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Revised: 10/05/2022] [Accepted: 10/16/2022] [Indexed: 12/03/2022] Open
Abstract
While frontotemporal dementia (frontotemporal dementia) has been considered a neurodegenerative disease that starts in mid-life or later, it is now clearly established that cortical and subcortical volume loss is observed more than a decade prior to symptom onset and progresses with aging. To test the hypothesis that genetic mutations causing frontotemporal dementia have neurodevelopmental consequences, we have examined the youngest adults in the GENFI cohort of pre-symptomatic frontotemporal dementia mutation carriers who are between the ages of 19 and 30y. Structural brain differences and improved performance on some cognitive tests was found for MAPT and GRN mutation carriers relative to familial non-carriers, while smaller volumes were observed in C9orf72 repeat expansion carriers at a mean age of 26y. The detection of such early differences supports potential advantageous neurodevelopmental consequences of some frontotemporal dementia causing genetic mutations. These results have implications for design of therapeutic interventions for frontotemporal dementia. Future studies at younger ages are needed to identify specific early pathophysiologic or compensatory processes in the neurodevelopmental period.
Collapse
Affiliation(s)
- Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | - Rubina Malik
- Schulich School of Medicine & Dentistry, Graduate Program in Neuroscience, University of Western Ontario, London, Ontario, Canada
| | - Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Kristy Coleman
- Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | - Caroline Graff
- Karolinska Institutet, Department NVS, Division of Neurogeriatrics, Stockholm, Sweden
- Unit for Hereditary Dementia, Theme Aging, Karolinska University Hospital-Solna Stockholm Sweden
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Mario Masellis
- Campbell Cognitive Neurology Research Unit, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, Faculté de Médecine, Université Laval, Québec, Canada
| | - Caroline V Greaves
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Lucy L Russell
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Rhian S Convery
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Arabella Bouzigues
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - David M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Markus Otto
- Department of Neurology, University Hospital Ulm, Ulm, Germany
| | - Matthis Synofzik
- Division Translational Genomics of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research (HIH), University of Tübingen, Tübingen, Germany
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust and Medical Research Council Cognition and brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Daniela Galimberti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Robert Bartha
- Department of Medical Biophysics, The University of Western Ontario, London, Ontario, Canada
- Centre for Functional and Metabolic Mapping, Robarts Research Institute, The University of Western Ontario, London, Ontario, Canada
| | - Christen Shoesmith
- Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | - Maria Carmela Tartaglia
- Toronto Western Hospital, Tanz Centre for Research in Neurodegenerative Disease, Toronto, ON, Canada
| | - John C van Swieten
- Department of Neurology and Alzheimer center, Erasmus Medical Center Rotterdam, the Netherlands
| | - Harro Seelaar
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Lize C Jiskoo
- Department of Neurology and Alzheimer center, Erasmus Medical Center Rotterdam, the Netherlands
| | - Sandro Sorbi
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Chris R Butler
- Department of Clinical Neurology, University of Oxford, Oxford, UK
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
- Departments of Geriatric Medicine and Nuclear Medicine, University of Duisburg-Essen, Germany
| | - Raquel Sanchez-Valle
- Neurology Department, Hospital Clinic, Institut d'Investigacions Biomèdiques, Barcelona, Spain
| | | | - Fermin Moreno
- Hospital Universitario Donostia, San Sebastian, Spain
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Isabelle Le Ber
- Sorbonne Université, Paris Brain Institute - Institut du Cerveau - ICM, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Centre de référence des démences rares ou précoces, IM2A, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
| | - Johannes Levin
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich; German Center for Neurodegenerative Diseases (DZNE), Munich; Munich Cluster of Systems Neurology, Munich, Germany
| | - Florence Pasquier
- Univ Lille, Lille, France
- Inserm 1172, Lille, France
- CHU, CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - Isabel Santana
- Neurology Department, Centro Hospitalar e Universitário de Coimbra, Portugal
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Simon Ducharme
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | | |
Collapse
|
23
|
Staffaroni AM, Quintana M, Wendelberger B, Heuer HW, Russell LL, Cobigo Y, Wolf A, Goh SYM, Petrucelli L, Gendron TF, Heller C, Clark AL, Taylor JC, Wise A, Ong E, Forsberg L, Brushaber D, Rojas JC, VandeVrede L, Ljubenkov P, Kramer J, Casaletto KB, Appleby B, Bordelon Y, Botha H, Dickerson BC, Domoto-Reilly K, Fields JA, Foroud T, Gavrilova R, Geschwind D, Ghoshal N, Goldman J, Graff-Radford J, Graff-Radford N, Grossman M, Hall MGH, Hsiung GY, Huey ED, Irwin D, Jones DT, Kantarci K, Kaufer D, Knopman D, Kremers W, Lago AL, Lapid MI, Litvan I, Lucente D, Mackenzie IR, Mendez MF, Mester C, Miller BL, Onyike CU, Rademakers R, Ramanan VK, Ramos EM, Rao M, Rascovsky K, Rankin KP, Roberson ED, Savica R, Tartaglia MC, Weintraub S, Wong B, Cash DM, Bouzigues A, Swift IJ, Peakman G, Bocchetta M, Todd EG, Convery RS, Rowe JB, Borroni B, Galimberti D, Tiraboschi P, Masellis M, Finger E, van Swieten JC, Seelaar H, Jiskoot LC, Sorbi S, Butler CR, Graff C, Gerhard A, Langheinrich T, Laforce R, Sanchez-Valle R, de Mendonça A, Moreno F, Synofzik M, Vandenberghe R, Ducharme S, Le Ber I, Levin J, Danek A, Otto M, Pasquier F, Santana I, Kornak J, et alStaffaroni AM, Quintana M, Wendelberger B, Heuer HW, Russell LL, Cobigo Y, Wolf A, Goh SYM, Petrucelli L, Gendron TF, Heller C, Clark AL, Taylor JC, Wise A, Ong E, Forsberg L, Brushaber D, Rojas JC, VandeVrede L, Ljubenkov P, Kramer J, Casaletto KB, Appleby B, Bordelon Y, Botha H, Dickerson BC, Domoto-Reilly K, Fields JA, Foroud T, Gavrilova R, Geschwind D, Ghoshal N, Goldman J, Graff-Radford J, Graff-Radford N, Grossman M, Hall MGH, Hsiung GY, Huey ED, Irwin D, Jones DT, Kantarci K, Kaufer D, Knopman D, Kremers W, Lago AL, Lapid MI, Litvan I, Lucente D, Mackenzie IR, Mendez MF, Mester C, Miller BL, Onyike CU, Rademakers R, Ramanan VK, Ramos EM, Rao M, Rascovsky K, Rankin KP, Roberson ED, Savica R, Tartaglia MC, Weintraub S, Wong B, Cash DM, Bouzigues A, Swift IJ, Peakman G, Bocchetta M, Todd EG, Convery RS, Rowe JB, Borroni B, Galimberti D, Tiraboschi P, Masellis M, Finger E, van Swieten JC, Seelaar H, Jiskoot LC, Sorbi S, Butler CR, Graff C, Gerhard A, Langheinrich T, Laforce R, Sanchez-Valle R, de Mendonça A, Moreno F, Synofzik M, Vandenberghe R, Ducharme S, Le Ber I, Levin J, Danek A, Otto M, Pasquier F, Santana I, Kornak J, Boeve BF, Rosen HJ, Rohrer JD, Boxer AL. Temporal order of clinical and biomarker changes in familial frontotemporal dementia. Nat Med 2022; 28:2194-2206. [PMID: 36138153 PMCID: PMC9951811 DOI: 10.1038/s41591-022-01942-9] [Show More Authors] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Accepted: 07/08/2022] [Indexed: 01/17/2023]
Abstract
Unlike familial Alzheimer's disease, we have been unable to accurately predict symptom onset in presymptomatic familial frontotemporal dementia (f-FTD) mutation carriers, which is a major hurdle to designing disease prevention trials. We developed multimodal models for f-FTD disease progression and estimated clinical trial sample sizes in C9orf72, GRN and MAPT mutation carriers. Models included longitudinal clinical and neuropsychological scores, regional brain volumes and plasma neurofilament light chain (NfL) in 796 carriers and 412 noncarrier controls. We found that the temporal ordering of clinical and biomarker progression differed by genotype. In prevention-trial simulations using model-based patient selection, atrophy and NfL were the best endpoints, whereas clinical measures were potential endpoints in early symptomatic trials. f-FTD prevention trials are feasible but will likely require global recruitment efforts. These disease progression models will facilitate the planning of f-FTD clinical trials, including the selection of optimal endpoints and enrollment criteria to maximize power to detect treatment effects.
Collapse
Affiliation(s)
- Adam M Staffaroni
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.
| | | | | | - Hilary W Heuer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Lucy L Russell
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Yann Cobigo
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Amy Wolf
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Sheng-Yang Matt Goh
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | | | - Tania F Gendron
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Carolin Heller
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Annie L Clark
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Jack Carson Taylor
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Amy Wise
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Elise Ong
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Leah Forsberg
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Danielle Brushaber
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Julio C Rojas
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Lawren VandeVrede
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Peter Ljubenkov
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Joel Kramer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Kaitlin B Casaletto
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Brian Appleby
- Department of Neurology, Case Western Reserve University, Cleveland, OH, USA
| | - Yvette Bordelon
- Department of Neurology, University of California, Los Angeles, Los Angeles, USA
| | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Bradford C Dickerson
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Julie A Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Tatiana Foroud
- Indiana University School of Medicine, National Centralized Repository for Alzheimer's, Indianapolis, IN, USA
| | | | - Daniel Geschwind
- Department of Neurology, University of California, Los Angeles, Los Angeles, USA
- Institute for Precision Health, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Nupur Ghoshal
- Departments of Neurology and Psychiatry, Washington University School of Medicine, Washington University, St. Louis, MO, USA
| | - Jill Goldman
- Department of Neurology, Columbia University, New York, NY, USA
| | | | | | - Murray Grossman
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - Matthew G H Hall
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Ging-Yuek Hsiung
- Division of Neurology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Edward D Huey
- Department of Neurology, Columbia University, New York, NY, USA
| | - David Irwin
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - David T Jones
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Kejal Kantarci
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Daniel Kaufer
- Department of Neurology, University of North Carolina, Chapel Hill, NC, USA
| | - David Knopman
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Walter Kremers
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Argentina Lario Lago
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Maria I Lapid
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Irene Litvan
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, USA
| | - Diane Lucente
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ian R Mackenzie
- Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mario F Mendez
- Department of Neurology, University of California, Los Angeles, Los Angeles, USA
| | - Carly Mester
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Bruce L Miller
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Chiadi U Onyike
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Rosa Rademakers
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
- Applied and Translational Neurogenomics Group, VIB Center for Molecular Neurology, VIB, Antwerp, Belgium
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | | | - Eliana Marisa Ramos
- Department of Neurology, University of California, Los Angeles, Los Angeles, USA
| | - Meghana Rao
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Katya Rascovsky
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - Katherine P Rankin
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Erik D Roberson
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Rodolfo Savica
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - M Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, Division of Neurology, University of Toronto, Toronto, Ontario, Canada
| | - Sandra Weintraub
- Department of Neurology, Northwestern University, Chicago, IL, USA
| | - Bonnie Wong
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - David M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Arabella Bouzigues
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Imogen J Swift
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Georgia Peakman
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Emily G Todd
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Rhian S Convery
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust and Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Daniela Galimberti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Mario Masellis
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre; Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, Ontario, Canada
| | | | - Harro Seelaar
- Department of Neurology, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Lize C Jiskoot
- Department of Neurology, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Sandro Sorbi
- Department of Neurofarba, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Chris R Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Caroline Graff
- Center for Alzheimer Research, Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Bioclinicum, Karolinska Institutet, Solna, Sweden
- Unit for Hereditary Dementias, Theme Aging, Karolinska University Hospital, Solna, Sweden
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
- Departments of Geriatric Medicine and Nuclear Medicine, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| | - Tobias Langheinrich
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester, UK
- Cerebral Function Unit, Manchester Centre for Clinical Neurosciences, Salford Royal NHS Foundation Trust, Salford, UK
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, and Faculté de Médecine, Université Laval, Québec City, Québec, Canada
| | - Raquel Sanchez-Valle
- Alzheimer's disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona, Spain
| | | | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa, Spain
- Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Gipuzkoa, Spain
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany
- Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
- Neurology Service, University Hospitals Leuven, Leuven, Belgium
- Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Simon Ducharme
- Douglas Mental Health University Institute, Department of Psychiatry, McGill University, Montreal, Canada
- McConnell Brain Imaging Centre, Montreal Neurological Institute, Department of Neurology & Neurosurgery, McGill University, Montreal, Québec, Canada
| | - Isabelle Le Ber
- Sorbonne Université, Paris Brain Institute - Institut du Cerveau - ICM, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Centre de référence des démences rares ou précoces, IM2A, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
- Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
| | - Johannes Levin
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich, Germany
- Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster of Systems Neurology, Munich, Germany
| | - Adrian Danek
- Neurologische Klinik und Poliklinik, Ludwig-Maximilians-Universität, Munich, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Florence Pasquier
- University of Lille, Lille, France
- Inserm, Lille, France
- CHU, CNR-MAJ, Labex Distalz, LiCEND Lille, Lille, France
| | - Isabel Santana
- Neurology Service, Faculty of Medicine, University Hospital of Coimbra (HUC), University of Coimbra, Coimbra, Portugal
- Center for Neuroscience and Cell Biology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - John Kornak
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | | | - Howard J Rosen
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square London, London, UK
| | - Adam L Boxer
- Department of Neurology, Memory and Aging Center, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA.
| |
Collapse
|
24
|
McKenna MC, Lope J, Tan EL, Bede P. Pre-symptomatic radiological changes in frontotemporal dementia: propagation characteristics, predictive value and implications for clinical trials. Brain Imaging Behav 2022; 16:2755-2767. [PMID: 35920960 DOI: 10.1007/s11682-022-00711-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/19/2022] [Indexed: 11/25/2022]
Abstract
Computational imaging and quantitative biomarkers offer invaluable insights in the pre-symptomatic phase of neurodegenerative conditions several years before clinical manifestation. In recent years, there has been a focused effort to characterize pre-symptomatic cerebral changes in familial frontotemporal dementias using computational imaging. Accordingly, a systematic literature review was conducted of original articles investigating pre-symptomatic imaging changes in frontotemporal dementia focusing on study design, imaging modalities, data interpretation, control cohorts and key findings. The review is limited to the most common genotypes: chromosome 9 open reading frame 72 (C9orf72), progranulin (GRN), or microtubule-associated protein tau (MAPT) genotypes. Sixty-eight studies were identified with a median sample size of 15 (3-141) per genotype. Only a minority of studies were longitudinal (28%; 19/68) with a median follow-up of 2 (1-8) years. MRI (97%; 66/68) was the most common imaging modality, and primarily grey matter analyses were conducted (75%; 19/68). Some studies used multimodal analyses 44% (30/68). Genotype-associated imaging signatures are presented, innovative study designs are highlighted, common methodological shortcomings are discussed and lessons for future studies are outlined. Emerging academic observations have potential clinical implications for expediting the diagnosis, tracking disease progression and optimising the timing of pharmaceutical trials.
Collapse
Affiliation(s)
- Mary Clare McKenna
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Ireland.,Department of Neurology, St James's Hospital, Dublin, Ireland
| | - Jasmin Lope
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Ireland
| | - Ee Ling Tan
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Ireland
| | - Peter Bede
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Ireland. .,Department of Neurology, St James's Hospital, Dublin, Ireland.
| |
Collapse
|
25
|
Bruffaerts R, Gors D, Bárcenas Gallardo A, Vandenbulcke M, Van Damme P, Suetens P, van Swieten JC, Borroni B, Sanchez-Valle R, Moreno F, Laforce R, Graff C, Synofzik M, Galimberti D, Rowe JB, Masellis M, Tartaglia MC, Finger E, de Mendonça A, Tagliavini F, Butler CR, Santana I, Gerhard A, Ducharme S, Levin J, Danek A, Otto M, Rohrer JD, Dupont P, Claes P, Vandenberghe R. Hierarchical spectral clustering reveals brain size and shape changes in asymptomatic carriers of C9orf72. Brain Commun 2022; 4:fcac182. [PMID: 35898720 PMCID: PMC9311825 DOI: 10.1093/braincomms/fcac182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 03/17/2022] [Accepted: 07/15/2022] [Indexed: 11/13/2022] Open
Abstract
Traditional methods for detecting asymptomatic brain changes in neurodegenerative diseases such as Alzheimer's disease or frontotemporal degeneration typically evaluate changes in volume at a predefined level of granularity, e.g. voxel-wise or in a priori defined cortical volumes of interest. Here, we apply a method based on hierarchical spectral clustering, a graph-based partitioning technique. Our method uses multiple levels of segmentation for detecting changes in a data-driven, unbiased, comprehensive manner within a standard statistical framework. Furthermore, spectral clustering allows for detection of changes in shape along with changes in size. We performed tensor-based morphometry to detect changes in the Genetic Frontotemporal dementia Initiative asymptomatic and symptomatic frontotemporal degeneration mutation carriers using hierarchical spectral clustering and compared the outcome to that obtained with a more conventional voxel-wise tensor- and voxel-based morphometric analysis. In the symptomatic groups, the hierarchical spectral clustering-based method yielded results that were largely in line with those obtained with the voxel-wise approach. In asymptomatic C9orf72 expansion carriers, spectral clustering detected changes in size in medial temporal cortex that voxel-wise methods could only detect in the symptomatic phase. Furthermore, in the asymptomatic and the symptomatic phases, the spectral clustering approach detected changes in shape in the premotor cortex in C9orf72. In summary, the present study shows the merit of hierarchical spectral clustering for data-driven segmentation and detection of structural changes in the symptomatic and asymptomatic stages of monogenic frontotemporal degeneration.
Collapse
Affiliation(s)
- Rose Bruffaerts
- Laboratory for Cognitive Neurology, Department of Neurosciences, Experimental Neurology, and Leuven Brain Institute (LBI), KU Leuven, Leuven 3000, Belgium
- Computational Neurology, Department of Biomedical Sciences, University of Antwerp, Antwerp 2610, Belgium
- Biomedical Research Institute, Hasselt University, Hasselt 3590, Belgium
| | - Dorothy Gors
- Department of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven 3000, Belgium
- Medical Imaging Research Center, KU Leuven, Leuven 3000, Belgium
| | | | | | - Philip Van Damme
- Department of Neurosciences, KU Leuven—University of Leuven, Experimental Neurology, and Leuven Brain Institute (LBI), Leuven 3000, Belgium
- Laboratory of Neurobiology, VIB, Center for Brain & Disease Research, Leuven 3000, Belgium
| | - Paul Suetens
- Department of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven 3000, Belgium
- Medical Imaging Research Center, KU Leuven, Leuven 3000, Belgium
| | - John C van Swieten
- Department of Neurology, Erasmus Medical Centre, Rotterdam 3015, Netherlands
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Department of Clinical and Experimental Sciences, University of Brescia, Brescia 25121, Italy
| | - Raquel Sanchez-Valle
- Alzheimer’s disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clinic, Institut d’Investigacions Biomediques August Pi I Sunyer, University of Barcelona, Barcelona 08036, Spain
| | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa 20014, Spain
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, and Faculté de Médecine, Université Laval, QC G1Z 1J4, Canada
| | - Caroline Graff
- Center for Alzheimer Research, Division of Neurogeriatrics, Department of Neurobiology, Care Sciences and Society, Bioclinicum, Karolinska Institutet, Solna 17176, Sweden
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen 72076, Germany
| | - Daniela Galimberti
- Fondazione IRCCS Ospedale Policlinico, Neurodegenerative Diseases Unit, Milan 20122, Italy
- Dipartimento di Scienze Biomediche, Chirurgiche e Odontoiatriche, University of Milan, Milan 20122, Italy
| | - James B Rowe
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto M4N 3M5, Canada
| | - Maria Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto M4N 3M5, Canada
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, Ontario N6A 3K7, Canada
| | | | - Fabrizio Tagliavini
- Fondazione IRCCS Istituto Neurologico Carlo Besta, Neurodegenerative Diseases Unit, Milano 20133, Italy
| | - Chris R Butler
- Nuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford OX3 9DU, UK
| | - Isabel Santana
- University Hospital of Coimbra (HUC), Neurology Service, Faculty of Medicine, University of Coimbra, Coimbra 3004, Portugal
| | - Alexander Gerhard
- Division of Neuroscience and Experimental Psychology, Wolfson Molecular Imaging Centre, University of Manchester, Manchester M20 3LJ, UK
- Department of Geriatric Medicine, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen 45147, Germany
- Department of Nuclear Medicine, Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen 45147, Germany
| | - Simon Ducharme
- Department of Psychiatry, McGill University Health Centre, McGill University, Montreal, Quebec 3801, Canada
- McConnell Brain Imaging Centre, Montreal Neurological Institute, Department of Neurology & Neurosurgery, McGill University, Montreal 3801, Canada
| | - Johannes Levin
- Neurologische Klinik, Ludwig-Maximilians-Universität München, Munich 81377, Germany
| | - Adrian Danek
- Neurologische Klinik, Ludwig-Maximilians-Universität München, Munich 81377, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm 89081, Germany
| | - Jonathan D Rohrer
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, Queen Square, London WC1N 3BG, UK
| | - Patrick Dupont
- Laboratory for Cognitive Neurology, Department of Neurosciences, Experimental Neurology, and Leuven Brain Institute (LBI), KU Leuven, Leuven 3000, Belgium
- Alzheimer Research Centre KU Leuven, Leuven Brain Institute, KU Leuven, Leuven 3000, Belgium
| | - Peter Claes
- Department of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven 3000, Belgium
- Medical Imaging Research Center, KU Leuven, Leuven 3000, Belgium
- Department of Human Genetics, KU Leuven, Leuven 3000, Belgium
- Department of Paediatrics, Murdoch Children’s Research Institute, Melbourne, Victoria 3052, Australia
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, Experimental Neurology, and Leuven Brain Institute (LBI), KU Leuven, Leuven 3000, Belgium
- Alzheimer Research Centre KU Leuven, Leuven Brain Institute, KU Leuven, Leuven 3000, Belgium
- Neurology Department, University Hospitals Leuven, Leuven 3000, Belgium
| |
Collapse
|
26
|
How can we define the presymptomatic C9orf72 disease in 2022? An overview on the current definitions of preclinical and prodromal phases. Rev Neurol (Paris) 2022; 178:426-436. [PMID: 35525633 DOI: 10.1016/j.neurol.2022.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 03/08/2022] [Indexed: 11/24/2022]
Abstract
Repeat expansions in C9orf72 gene are the main genetic cause of frontotemporal dementia, amyotrophic lateral sclerosis and related phenotypes. With the advent of disease-modifying treatments, the presymptomatic disease phase is getting increasing interest as an ideal time window in which innovant therapeutic approaches could be administered. Recommendations issued from international study groups distinguish between a preclinical disease stage, during which lesions accumulate in absence of any symptoms or signs, and a prodromal stage, marked by the appearance the first subtle cognitive, behavioral, psychiatric and motor signs, before the full-blown disease. This paper summarizes the current definitions and criteria for these stages, in particular focusing on how fluid-based, neuroimaging and cognitive biomarkers can be useful to monitor disease trajectory across the presymptomatic phase, as well as to detect the earliest signs of clinical conversion. Continuous advances in the knowledge of C9orf72 pathophysiology, and the integration of biomarkers in the clinical evaluation of mutation carriers will allow a better diagnostic definition of C9orf72 disease spectrum from the earliest stages, with relevant impact on the possibility of disease prevention.
Collapse
|
27
|
McKenna MC, Li Hi Shing S, Murad A, Lope J, Hardiman O, Hutchinson S, Bede P. Focal thalamus pathology in frontotemporal dementia: Phenotype-associated thalamic profiles. J Neurol Sci 2022; 436:120221. [DOI: 10.1016/j.jns.2022.120221] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 02/21/2022] [Accepted: 03/03/2022] [Indexed: 11/25/2022]
|
28
|
Feng T, Luan L, Katz II, Ullah M, Van Deerlin VM, Trojanowski JQ, Lee EB, Hu F. TMEM106B deficiency impairs cerebellar myelination and synaptic integrity with Purkinje cell loss. Acta Neuropathol Commun 2022; 10:33. [PMID: 35287730 PMCID: PMC8919601 DOI: 10.1186/s40478-022-01334-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 02/18/2022] [Indexed: 12/19/2022] Open
Abstract
TMEM106B, a type II lysosomal transmembrane protein, has recently been associated with brain aging, hypomyelinating leukodystrophy, frontotemporal lobar degeneration (FTLD) and several other brain disorders. TMEM106B is critical for proper lysosomal function and TMEM106B deficiency leads to myelination defects, FTLD related pathology, and motor coordination deficits in mice. However, the physiological and pathological functions of TMEM106B in the brain are still not well understood. In this study, we investigate the role of TMEM106B in the cerebellum, dysfunction of which has been associated with FTLD and other brain disorders. We found that TMEM106B is ubiquitously expressed in neurons in the cerebellum, with the highest levels in the Purkinje neurons. Aged TMEM106B-deficient mice show significant loss of Purkinje neurons specifically in the anterior lobe of the cerebellum. Increased microglia and astrocyte activation, as well as an accumulation of ubiquitinated proteins, p62 and TDP-43 were also detected in the cerebellum of aged TMEM106B deficient mice. In the young mice, myelination defects and a significant loss of synapses between Purkinje and deep cerebellar nuclei neurons were observed. Interestingly, TMEM106B deficiency causes distinct lysosomal phenotypes in different types of neurons and glia in the cerebellum and frontal cortex. In humans, TMEM106B rs1990622 risk allele (T/T) is associated with increased Purkinje neuron loss. Taken together, our studies support that TMEM106B regulates lysosomal function in a cell-type-specific manner and TMEM106B is critical for maintaining synaptic integrity and neural functions in the cerebellum.
Collapse
Affiliation(s)
- Tuancheng Feng
- Department of Molecular Biology and Genetics, Weill Institute for Cell and Molecular Biology, Cornell University, 345 Weill Hall, Ithaca, NY, 14853, USA
| | - Lin Luan
- Department of Molecular Biology and Genetics, Weill Institute for Cell and Molecular Biology, Cornell University, 345 Weill Hall, Ithaca, NY, 14853, USA
| | - Isabel Iscol Katz
- Department of Molecular Biology and Genetics, Weill Institute for Cell and Molecular Biology, Cornell University, 345 Weill Hall, Ithaca, NY, 14853, USA
| | - Mohammed Ullah
- Department of Molecular Biology and Genetics, Weill Institute for Cell and Molecular Biology, Cornell University, 345 Weill Hall, Ithaca, NY, 14853, USA
| | - Vivianna M Van Deerlin
- Department of Pathology and Laboratory Medicine, Center for Neurodegenerative Disease Research, Institute On Aging, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - John Q Trojanowski
- Department of Pathology and Laboratory Medicine, Center for Neurodegenerative Disease Research, Institute On Aging, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Edward B Lee
- Translational Neuropathology Research Laboratory, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Fenghua Hu
- Department of Molecular Biology and Genetics, Weill Institute for Cell and Molecular Biology, Cornell University, 345 Weill Hall, Ithaca, NY, 14853, USA.
| |
Collapse
|
29
|
Shapiro NL, Todd EG, Billot B, Cash DM, Iglesias JE, Warren JD, Rohrer JD, Bocchetta M. In vivo hypothalamic regional volumetry across the frontotemporal dementia spectrum. Neuroimage Clin 2022; 35:103084. [PMID: 35717886 PMCID: PMC9218583 DOI: 10.1016/j.nicl.2022.103084] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 06/07/2022] [Accepted: 06/11/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND Frontotemporal dementia (FTD) is a spectrum of diseases characterised by language, behavioural and motor symptoms. Among the different subcortical regions implicated in the FTD symptomatology, the hypothalamus regulates various bodily functions, including eating behaviours which are commonly present across the FTD spectrum. The pattern of specific hypothalamic involvement across the clinical, pathological, and genetic forms of FTD has yet to be fully investigated, and its possible associations with abnormal eating behaviours have yet to be fully explored. METHODS Using an automated segmentation tool for volumetric T1-weighted MR images, we measured hypothalamic regional volumes in a cohort of 439 patients with FTD (197 behavioural variant FTD [bvFTD]; 7 FTD with associated motor neurone disease [FTD-MND]; 99 semantic variant primary progressive aphasia [svPPA]; 117 non-fluent variant PPA [nfvPPA]; 19 PPA not otherwise specified [PPA-NOS]) and 118 age-matched controls. We compared volumes across the clinical, genetic (29 MAPT, 32 C9orf72, 23 GRN), and pathological diagnoses (61 tauopathy, 40 TDP-43opathy, 4 FUSopathy). We correlated the volumes with presence of abnormal eating behaviours assessed with the revised version of the Cambridge Behavioural Inventory (CBI-R). RESULTS On average, FTD patients showed 14% smaller hypothalamic volumes than controls. The groups with the smallest hypothalamic regions were FTD-MND (20%), MAPT (25%) and FUS (33%), with differences mainly localised in the anterior and posterior regions. The inferior tuberal region was only significantly smaller in tauopathies (MAPT and Pick's disease) and in TDP-43 type C compared to controls and was the only regions that did not correlate with eating symptoms. PPA-NOS and nfvPPA were the groups with the least frequent eating behaviours and the least hypothalamic involvement. CONCLUSIONS Abnormal hypothalamic volumes are present in all the FTD forms, but different hypothalamic regions might play a different role in the development of abnormal eating behavioural and metabolic symptoms. These findings might therefore help in the identification of different underlying pathological mechanisms, suggesting the potential use of hypothalamic imaging biomarkers and the research of potential therapeutic targets within the hypothalamic neuropeptides.
Collapse
Affiliation(s)
- Noah L Shapiro
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, UK
| | - Emily G Todd
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, UK
| | - Benjamin Billot
- Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, UK
| | - David M Cash
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, UK; Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, UK; UK Dementia Research Institute at UCL, UCL, London, UK
| | - Juan Eugenio Iglesias
- Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, University College London, UK; Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, USA; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Boston, USA
| | - Jason D Warren
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, UK
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, UK
| | - Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, UK.
| |
Collapse
|
30
|
Querin G, Grazia Biferi M, Pradat PF. Biomarkers for C9orf7-ALS in Symptomatic and Pre-symptomatic Patients: State-of-the-art in the New Era of Clinical Trials. J Neuromuscul Dis 2021; 9:25-37. [PMID: 34864683 PMCID: PMC8842771 DOI: 10.3233/jnd-210754] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The development of new possible treatments for C9orf72-related ALS and the possibility of early identification of subjects genetically at risk of developing the disease is creating a critical need for biomarkers to track neurodegeneration that could be used as outcome measures in clinical trials. Current candidate biomarkers in C9orf72-ALS include neuropsychology tests, imaging, electrophysiology as well as different circulating biomarkers. Neuropsychology tests show early executive and verbal function involvement both in symptomatic and asymptomatic mutation carriers. At brain MRI, C9orf72-ALS patients present diffuse white and grey matter degeneration, which are already identified up to 20 years before symptom onset and that seem to be slowly progressive over time, while regions of altered connectivity at fMRI and of hypometabolism at [18F]FDG PET have been described as well. At the same time, spinal cord MRI has also shown progressive decrease of FA in the cortico-spinal tract over time. On the side of wet biomarkers, neurofilament proteins are increased both in the CSF and serum just before symptom onset and tend to slowly increase over time, while poly(GP) protein can be detected in the CSF and probably used as target engagement marker in clinical trials.
Collapse
Affiliation(s)
- Giorgia Querin
- Institut de Myologie, I-Motion Adult ClinicalTrials Platform, Hôpital Pitié-Salpêtrière, Paris, France.,APHP, Centre de référence desmaladies neuromusculaires Nord/Est/Ile de France, HôpitalPitié-Salpêtrière, Paris, France
| | - Maria Grazia Biferi
- Sorbonne Université, Inserm UMRS974, Centre of Research in Myology (CRM), Institut de Myologie, GH PitiéSalpêtrière, Paris, France
| | - Pierre-Francois Pradat
- APHP, Département de Neurologie, Centre Référent SLA, Hôpital Pitié-Salpêtrière, Paris, France.,Laboratoire d'Imagerie Biomédicale, CNRS, INSERM, Sorbonne Université, Paris, France.,Northern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute Ulster University, C-TRIC, Altnagelvin Hospital, Londonderry, United Kingdom
| |
Collapse
|
31
|
Spinelli EG, Ghirelli A, Basaia S, Cividini C, Riva N, Canu E, Castelnovo V, Domi T, Magnani G, Caso F, Caroppo P, Prioni S, Rossi G, Tremolizzo L, Appollonio I, Silani V, Carrera P, Filippi M, Agosta F. Structural MRI Signatures in Genetic Presentations of the Frontotemporal Dementia/Motor Neuron Disease Spectrum. Neurology 2021; 97:e1594-e1607. [PMID: 34544819 PMCID: PMC8548958 DOI: 10.1212/wnl.0000000000012702] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 08/09/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES To assess cortical, subcortical, and cerebellar gray matter (GM) atrophy using MRI in patients with disorders of the frontotemporal lobar degeneration (FTLD) spectrum with known genetic mutations. METHODS Sixty-six patients carrying FTLD-related mutations were enrolled, including 44 with pure motor neuron disease (MND) and 22 with frontotemporal dementia (FTD). Sixty-one patients with sporadic FTLD (sFTLD) matched for age, sex, and disease severity with genetic FTLD (gFTLD) were also included, as well as 52 healthy controls. A whole-brain voxel-based morphometry (VBM) analysis was performed. GM volumes of subcortical and cerebellar structures were obtained. RESULTS Compared with controls, GM atrophy on VBM was greater and more diffuse in genetic FTD, followed by sporadic FTD and genetic MND cases, whereas patients with sporadic MND (sMND) showed focal motor cortical atrophy. Patients carrying C9orf72 and GRN mutations showed the most widespread cortical volume loss, in contrast with GM sparing in SOD1 and TARDBP. Globally, patients with gFTLD showed greater atrophy of parietal cortices and thalami compared with sFTLD. In volumetric analysis, patients with gFTLD showed volume loss compared with sFTLD in the caudate nuclei and thalami, in particular comparing C9-MND with sMND cases. In the cerebellum, patients with gFTLD showed greater atrophy of the right lobule VIIb than sFTLD. Thalamic volumes of patients with gFTLD with a C9orf72 mutation showed an inverse correlation with Frontal Behavioral Inventory scores. DISCUSSION Measures of deep GM and cerebellar structural involvement may be useful markers of gFTLD, particularly C9orf72-related disorders, regardless of the clinical presentation within the FTLD spectrum.
Collapse
Affiliation(s)
- Edoardo Gioele Spinelli
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Alma Ghirelli
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Silvia Basaia
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Camilla Cividini
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Nilo Riva
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Elisa Canu
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Veronica Castelnovo
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Teuta Domi
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Giuseppe Magnani
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Francesca Caso
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Paola Caroppo
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Sara Prioni
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Giacomina Rossi
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Lucio Tremolizzo
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Ildebrando Appollonio
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Vincenzo Silani
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Paola Carrera
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Massimo Filippi
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy
| | - Federica Agosta
- From the Neuroimaging Research Unit (E.G.S., A.G., S.B., C.C., E.C., V.C., M.F., F.A.) and Experimental Neuropathology Unit (N.R., T.D.), Division of Neuroscience, Neurorehabilitation Unit (N.R., M.F.), Neurology Unit (E.G.S., G.M., F.C., M.F., F.A.), Laboratory of Clinical Molecular Biology (P. Carrera), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute; Vita-Salute San Raffaele University (E.G.S., A.G., C.C., V.C., M.F., F.A.); Unit of Neurology 5-Neuropathology (P. Caroppo, S.P., G.R.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan; Neurology Unit (L.T., I.A.), "San Gerardo" Hospital and University of Milano-Bicocca, Monza; Department of Neurology and Laboratory of Neuroscience (V.S.), IRCCS Istituto Auxologico Italiano; and "Dino Ferrari" Center, Department of Pathophysiology and Transplantation (V.S.), Università degli Studi di Milano, Milan, Italy.
| |
Collapse
|
32
|
Bocchetta M, Malpetti M, Todd EG, Rowe JB, Rohrer JD. Looking beneath the surface: the importance of subcortical structures in frontotemporal dementia. Brain Commun 2021; 3:fcab158. [PMID: 34458729 PMCID: PMC8390477 DOI: 10.1093/braincomms/fcab158] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/21/2021] [Indexed: 12/15/2022] Open
Abstract
Whilst initial anatomical studies of frontotemporal dementia focussed on cortical involvement, the relevance of subcortical structures to the pathophysiology of frontotemporal dementia has been increasingly recognized over recent years. Key structures affected include the caudate, putamen, nucleus accumbens, and globus pallidus within the basal ganglia, the hippocampus and amygdala within the medial temporal lobe, the basal forebrain, and the diencephalon structures of the thalamus, hypothalamus and habenula. At the most posterior aspect of the brain, focal involvement of brainstem and cerebellum has recently also been shown in certain subtypes of frontotemporal dementia. Many of the neuroimaging studies on subcortical structures in frontotemporal dementia have been performed in clinically defined sporadic cases. However, investigations of genetically- and pathologically-confirmed forms of frontotemporal dementia are increasingly common and provide molecular specificity to the changes observed. Furthermore, detailed analyses of sub-nuclei and subregions within each subcortical structure are being added to the literature, allowing refinement of the patterns of subcortical involvement. This review focuses on the existing literature on structural imaging and neuropathological studies of subcortical anatomy across the spectrum of frontotemporal dementia, along with investigations of brain–behaviour correlates that examine the cognitive sequelae of specific subcortical involvement: it aims to ‘look beneath the surface’ and summarize the patterns of subcortical involvement have been described in frontotemporal dementia.
Collapse
Affiliation(s)
- Martina Bocchetta
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Maura Malpetti
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | - Emily G Todd
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - James B Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK.,Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London, UK
| |
Collapse
|