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Iuzzolino VV, Scaravilli A, Carignani G, Senerchia G, Pontillo G, Dubbioso R, Cocozza S. Mapping motor and extra-motor gray and white matter changes in ALS: a comprehensive review of MRI insights. Neuroradiology 2025:10.1007/s00234-025-03629-7. [PMID: 40314791 DOI: 10.1007/s00234-025-03629-7] [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: 11/11/2024] [Accepted: 04/15/2025] [Indexed: 05/03/2025]
Abstract
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease primarily affecting motor neurons, yet with substantial clinical variability. Furthermore, beyond motor symptoms, ALS patients also show non-motor features, reflecting its classification as a multi-system disorder. The identification of reliable biomarkers is a critical challenge for improving diagnosis, tracking disease progression, and predicting patient outcomes. This review explores macro- and microstructural alterations in ALS, focusing on gray matter (GM) and white matter (WM) as observed through Magnetic Resonance Imaging (MRI). This approach synthesizes not only the expected involvement of motor areas but also highlights emerging evidence that these changes extend to extra-motor areas, such as the frontal and temporal lobes, underscoring the complex pathophysiology of ALS. The review emphasizes the potential of MRI as a non-invasive tool to provide new biomarkers by assessing both GM and WM integrity, a key advancement in ALS research. Additionally, it addresses existing discrepancies in findings and stresses the need for standardized imaging protocols. It also highlights the role of multi-modal MRI approaches in deepening our understanding of ALS pathology, emphasizing the importance of combining structural and diffusion MRI techniques to offer more comprehensive insights into ALS progression, ultimately advancing the potential for personalized treatment strategies and improving patient outcomes.
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Affiliation(s)
- Valentina Virginia Iuzzolino
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Alessandra Scaravilli
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Guglielmo Carignani
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Gianmaria Senerchia
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Giuseppe Pontillo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Raffaele Dubbioso
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy.
| | - Sirio Cocozza
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
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Borroni B, Tarantino B, Graff C, Krüger J, Ludolph AC, Moreno F, Otto M, Rowe JB, Seelaar H, Solje E, Stefanova E, Traykov LD, Jelic V, Anderl-Straub S, Portaankorva AM, Barandiaran M, Gabilondo A, Murley AG, Rittman T, Van Der Ende E, Van Swieten JC, Hartikainen P, Stojmenović GM, Mehrabian S, Ghidoni R, Alberici AC, Dell'Abate MT, Zecca C, Grassi M, Logroscino G. Predictors of Care Home Admission and Survival Rate in Patients With Syndromes Associated With Frontotemporal Lobar Degeneration in Europe. Neurology 2024; 103:e209793. [PMID: 39226519 PMCID: PMC11362957 DOI: 10.1212/wnl.0000000000209793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 07/26/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Data on care home admission and survival rates of patients with syndromes associated with frontotemporal lobar degeneration (FTLD) are limited. However, their estimation is essential to plan trials and assess the efficacy of intervention. Population-based registers provide unique samples for this estimate. The aim of this study was to assess care home admission rate, survival rate, and their predictors in incident patients with FTLD-associated syndromes from the European FRONTIERS register-based study. METHODS We conducted a prospective longitudinal multinational observational registry study, considering incident patients with FTLD-associated syndromes diagnosed between June 1, 2018, and May 31, 2019, and followed for up to 5 years till May 31, 2023. We enrolled patients fulfilling diagnosis of the behavioral variant frontotemporal dementia (bvFTD), primary progressive aphasia (PPA), progressive supranuclear palsy (PSP) or corticobasal syndrome (CBS), and FTD with motor neuron disease (FTD-MND). Kaplan-Meier analysis and Cox multivariable regression models were used to assess care home admission and survival rates. The survival probability score (SPS) was computed based on independent predictors of survivorship. RESULTS A total of 266 incident patients with FTLD were included (mean age ± SD = 66.7 ± 9.0; female = 41.4%). The median care home admission rate was 97 months (95% CIs 86-98) from disease onset and 57 months (95% CIs 56-58) from diagnosis. The median survival was 90 months (95% CIs 77-97) from disease onset and 49 months (95% CIs 44-58) from diagnosis. Survival from diagnosis was shorter in FTD-MND (hazard ratio [HR] 4.59, 95% CIs 2.49-8.76, p < 0.001) and PSP/CBS (HR 1.56, 95% CIs 1.01-2.42, p = 0.044) compared with bvFTD; no differences between PPA and bvFTD were found. The SPS proved high accuracy in predicting 1-year survival probability (area under the receiver operating characteristic curve = 0.789, 95% CIs 0.69-0.87), when defined by age, European area of residency, extrapyramidal symptoms, and MND at diagnosis. DISCUSSION In FTLD-associated syndromes, survival rates differ according to clinical features and geography. The SPS was able to predict prognosis at individual patient level with an accuracy of ∼80% and may help to improve patient stratification in clinical trials. Future confirmatory studies considering different populations are needed.
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Affiliation(s)
- Barbara Borroni
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Barbara Tarantino
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Caroline Graff
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Johanna Krüger
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Albert C Ludolph
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Fermin Moreno
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Markus Otto
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - James B Rowe
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Harro Seelaar
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Eino Solje
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Elka Stefanova
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Latchezar D Traykov
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Vesna Jelic
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Sarah Anderl-Straub
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Anne M Portaankorva
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Myriam Barandiaran
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Alazne Gabilondo
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Alexander G Murley
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Timothy Rittman
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Emma Van Der Ende
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - John C Van Swieten
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Päivi Hartikainen
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Gorana Mandić Stojmenović
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Shima Mehrabian
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Roberta Ghidoni
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Antonella C Alberici
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Maria Teresa Dell'Abate
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Chiara Zecca
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Mario Grassi
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
| | - Giancarlo Logroscino
- From the Department of Clinical and Experimental Sciences (B.B.), University of Brescia; Department of Continuity of Care and Frailty (B.B., A.C.A.), ASST Spedali Civili, Brescia; Medical and Genomic Statistics Unit (B.T., M.G.), Department of Brain and Behavioural Sciences, University of Pavia, Italy; Division of Neurogeriatrics (C.G.), Department NVS, Karolinska Institutet, Solna; Unit for Hereditary Dementia (C.G.), Theme Inflammation and Aging, Karolinska University Hospital-Solna, Stockholm, Sweden; Research Unit of Clinical Medicine (J.K., S.A.-S., A.M.P.), Neurology, University of Oulu; MRC (J.K., A.M.P.), Oulu University Hospital; Neurocenter (J.K.), Neurology, Oulu University Hospital, Finland; Department of Neurology (A.C.L., M.O.), University of Ulm; Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE) (A.C.L.), Ulm, Germany; Cognitive Disorders Unit (F.M., M.B., A.G.), Department of Neurology, Hospital Universitario Donostia; Neuroscience Area (F.M., M.B., A.G.), Biogipuzkoa Health Research Institute, San Sebastian, Spain; Department of Neurology (M.O.), Martin Luther University, University Hospital, Halle (Saale), Germany; MRC Cognition and Brain Sciences Unit (J.B.R., A.G.M., T.R.), Department of Clinical Neurosciences, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, United Kingdom; Department of Neurology and Alzheimer Center Erasmus MC (H.S., E.V.D.E., J.C.V.S.), Erasmus MC University Medical Center, Rotterdam, the Netherlands; Neurology (E. Solje, P.H.), Institute of Clinical Medicine, University of Eastern Finland; Neurocenter (E. Solje), Neurology, Kuopio University Hospital, Finland; Neurology Clinic (E. Stefanova, G.M.S.), Faculty of Medicine, University Clinical Center, University of Belgrade; UH Alexandrovska (L.D.T., S.M.), Department of Neurology, Medical University Sofia, Bulgaria; Theme Inflammation and Aging (V.J.), Medical Unit Aging Brain, Karolinska University Hospital Huddinge, Solna; Division of Clinical Geriatrics (V.J.), Department NVS, Karolinska Institutet, Huddinge, Sweden; Molecular Markers Laboratory (R.G.), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia; and Center for Neurodegenerative Diseases and the Aging Brain (M.T.D., C.Z., G.L.), Pia Fondazione Cardinale Giovanni Panico, University of Bari-Aldo Moro, Italy
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3
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Radakovic R, Carroll A, Altiero A, Reichwein C, Walsh S, Niven E, Abrahams S, Simmons Z. Self-perceived quality of life, cognitive and behavioural impairment in amyotrophic lateral sclerosis. J Neurol 2024; 271:6822-6838. [PMID: 39196396 PMCID: PMC11446980 DOI: 10.1007/s00415-024-12639-z] [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: 05/23/2024] [Revised: 08/09/2024] [Accepted: 08/13/2024] [Indexed: 08/29/2024]
Abstract
BACKGROUND Self-perceived quality of life (QoL) is important in amyotrophic lateral sclerosis (ALS). Although caregiver burden and strain have been related to cognitive and behavioural impairment, there has been no comprehensive research looking at these impairments and how they may influence self-perceived QoL subdomains. AIMS To explore how cognitive and behavioural impairment are related to different areas of self-perceived QoL using disease-specific measures. METHODS This was a quantitative, cross-sectional, observational cohort study, utilising existing specialist ALS clinic data. Clinical and demographic variables were available as well as multidimensional measures, ALS-specific QoL Short Form (ALSsQoL-SF) results and the data from the Edinburgh Cognitive and Behavioural ALS Screen (ECAS). Group comparison and regression analyses were performed. RESULTS Data from 121 participants with ALS were analysed. 61.2% (N = 74) had either cognitive and/or behavioural impairment, with 28.9% (N = 35) with cognitive impairment (ALSci), 14.1% (N = 17) with behavioural impairment (ALSbi) and 18.2% (N = 22) with both (ALScbi). 38.8% (N = 47) were classified as having no impairments (ALSni). Those with ALSbi had significantly lower QoL in the domains of negative emotions and the interaction with people and the environment compared to those with ALSci and ALSni (ps < 0.05). Further, those with ALScbi had significantly lower QoL in the intimacy domains than those with ALSci and ALSni (ps < 0.05). Regression analysis showed specific cognitive and behavioural (inclusive of psychosis) predictors associated with specific QoL subdomains. CONCLUSIONS Behavioural impairments effect QoL in specific subdomains, namely relating to internalising (negative emotions) and externalising (interaction with people and the environment subdomains, intimacy).
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Affiliation(s)
- Ratko Radakovic
- Department of Clinical Psychology and Psychological Therapies, Norwich Medical School, University of East Anglia, Norwich, UK.
- Euan MacDonald Centre for Motor Neuron Disease Research, University of Edinburgh, Edinburgh, UK.
- Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, UK.
- Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK.
| | - Amy Carroll
- Department of Clinical Psychology and Psychological Therapies, Norwich Medical School, University of East Anglia, Norwich, UK
- Norfolk and Norwich University Hospital, Norwich, UK
| | - Alair Altiero
- Department of Neurology, Pennsylvania State University, Hershey, PA, USA
| | - Carrie Reichwein
- Department of Neurology, Pennsylvania State University, Hershey, PA, USA
| | - Susan Walsh
- Department of Neurology, Pennsylvania State University, Hershey, PA, USA
| | - Elaine Niven
- Human Cognitive Neuroscience-Psychology, School of Philosophy, Psychology and Language Science, University of Edinburgh, Edinburgh, UK
- Psychology, School of Humanities, Social Sciences and Law, University of Dundee, Dundee, DD1 4HN, UK
| | - Sharon Abrahams
- Human Cognitive Neuroscience-Psychology, School of Philosophy, Psychology and Language Science, University of Edinburgh, Edinburgh, UK
| | - Zachary Simmons
- Department of Neurology, Pennsylvania State University, Hershey, PA, USA
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4
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Fieldhouse JLP, van Paassen DN, van Engelen MPE, De Boer SCM, Hartog WL, Braak S, Schoonmade LJ, Schouws SNTM, Krudop WA, Oudega ML, Mutsaerts HJMM, Teunissen CE, Vijverberg EGB, Pijnenburg YAL. The pursuit for markers of disease progression in behavioral variant frontotemporal dementia: a scoping review to optimize outcome measures for clinical trials. Front Aging Neurosci 2024; 16:1382593. [PMID: 38784446 PMCID: PMC11112081 DOI: 10.3389/fnagi.2024.1382593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 04/16/2024] [Indexed: 05/25/2024] Open
Abstract
Behavioral variant frontotemporal dementia (bvFTD) is a neurodegenerative disorder characterized by diverse and prominent changes in behavior and personality. One of the greatest challenges in bvFTD is to capture, measure and predict its disease progression, due to clinical, pathological and genetic heterogeneity. Availability of reliable outcome measures is pivotal for future clinical trials and disease monitoring. Detection of change should be objective, clinically meaningful and easily assessed, preferably associated with a biological process. The purpose of this scoping review is to examine the status of longitudinal studies in bvFTD, evaluate current assessment tools and propose potential progression markers. A systematic literature search (in PubMed and Embase.com) was performed. Literature on disease trajectories and longitudinal validity of frequently-used measures was organized in five domains: global functioning, behavior, (social) cognition, neuroimaging and fluid biomarkers. Evaluating current longitudinal data, we propose an adaptive battery, combining a set of sensitive clinical, neuroimaging and fluid markers, adjusted for genetic and sporadic variants, for adequate detection of disease progression in bvFTD.
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Affiliation(s)
- Jay L. P. Fieldhouse
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
| | - Dirk N. van Paassen
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
| | - Marie-Paule E. van Engelen
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
| | - Sterre C. M. De Boer
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
| | - Willem L. Hartog
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
| | - Simon Braak
- Department of Psychiatry, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Mood, Anxiety, Psychosis, Sleep & Stress Program, Amsterdam, Netherlands
| | | | - Sigfried N. T. M. Schouws
- Department of Psychiatry, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- GGZ inGeest Mental Health Care, Amsterdam, Netherlands
| | - Welmoed A. Krudop
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- GGZ inGeest Mental Health Care, Amsterdam, Netherlands
| | - Mardien L. Oudega
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
- Department of Psychiatry, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Mood, Anxiety, Psychosis, Sleep & Stress Program, Amsterdam, Netherlands
- GGZ inGeest Mental Health Care, Amsterdam, Netherlands
| | - Henk J. M. M. Mutsaerts
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
| | - Charlotte E. Teunissen
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
- Neurochemistry Laboratory, Department of Laboratory Medicine, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
| | - Everard G. B. Vijverberg
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
| | - Yolande A. L. Pijnenburg
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, Netherlands
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5
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Martinelli I, Zucchi E, Simonini C, Gianferrari G, Zamboni G, Pinti M, Mandrioli J. The landscape of cognitive impairment in superoxide dismutase 1-amyotrophic lateral sclerosis. Neural Regen Res 2023; 18:1427-1433. [PMID: 36571338 PMCID: PMC10075107 DOI: 10.4103/1673-5374.361535] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Although mutations in the superoxide dismutase 1 gene account for only a minority of total amyotrophic lateral sclerosis cases, the discovery of this gene has been crucial for amyotrophic lateral sclerosis research. Since the identification of superoxide dismutase 1 in 1993, the field of amyotrophic lateral sclerosis genetics has considerably widened, improving our understanding of the diverse pathogenic basis of amyotrophic lateral sclerosis. In this review, we focus on cognitive impairment in superoxide dismutase 1-amyotrophic lateral sclerosis patients. Literature has mostly reported that cognition remains intact in superoxide dismutase 1-amyotrophic lateral sclerosis patients, but recent reports highlight frontal lobe function frailty in patients carrying different superoxide dismutase 1-amyotrophic lateral sclerosis mutations. We thoroughly reviewed all the various mutations reported in the literature to contribute to a comprehensive database of superoxide dismutase 1-amyotrophic lateral sclerosis genotype-phenotype correlation. Such a resource could ultimately improve our mechanistic understanding of amyotrophic lateral sclerosis, enabling a more robust assessment of how the amyotrophic lateral sclerosis phenotype responds to different variants across genes, which is important for the therapeutic strategy targeting genetic mutations. Cognition in superoxide dismutase 1-amyotrophic lateral sclerosis deserves further longitudinal research since this peculiar frailty in patients with similar mutations can be conditioned by external factors, including environment and other unidentified agents including modifier genes.
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Affiliation(s)
- Ilaria Martinelli
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia; Department of Neurosciences, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Elisabetta Zucchi
- Department of Neurosciences, Azienda Ospedaliero-Universitaria di Modena; Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Cecilia Simonini
- Department of Neurosciences, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Giulia Gianferrari
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Giovanna Zamboni
- Department of Neurosciences, Azienda Ospedaliero-Universitaria di Modena; Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Marcello Pinti
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Jessica Mandrioli
- Department of Neurosciences, Azienda Ospedaliero-Universitaria di Modena; Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
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6
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Tahedl M, Tan EL, Chipika RH, Hengeveld JC, Vajda A, Doherty MA, McLaughlin RL, Siah WF, Hardiman O, Bede P. Brainstem-cortex disconnection in amyotrophic lateral sclerosis: bulbar impairment, genotype associations, asymptomatic changes and biomarker opportunities. J Neurol 2023:10.1007/s00415-023-11682-6. [PMID: 37022479 DOI: 10.1007/s00415-023-11682-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 03/19/2023] [Accepted: 03/21/2023] [Indexed: 04/07/2023]
Abstract
BACKGROUND Bulbar dysfunction is a cardinal feature of ALS with important quality of life and management implications. The objective of this study is the longitudinal evaluation of a large panel imaging metrics pertaining to bulbar dysfunction, encompassing cortical measures, structural and functional cortico-medullary connectivity indices and brainstem metrics. METHODS A standardised, multimodal imaging protocol was implemented with clinical and genetic profiling to systematically appraise the biomarker potential of specific metrics. A total of 198 patients with ALS and 108 healthy controls were included. RESULTS Longitudinal analyses revealed progressive structural and functional disconnection between the motor cortex and the brainstem over time. Cortical thickness reduction was an early feature on cross-sectional analyses with limited further progression on longitudinal follow-up. Receiver operating characteristic analyses of the panel of MR metrics confirmed the discriminatory potential of bulbar imaging measures between patients and controls and area-under-the-curve values increased significantly on longitudinal follow-up. C9orf72 carriers exhibited lower brainstem volumes, lower cortico-medullary structural connectivity and faster cortical thinning. Sporadic patients without bulbar symptoms, already exhibit significant brainstem and cortico-medullary connectivity alterations. DISCUSSION Our results indicate that ALS is associated with multi-level integrity change from cortex to brainstem. The demonstration of significant corticobulbar alterations in patients without bulbar symptoms confirms considerable presymptomatic disease burden in sporadic ALS. The systematic assessment of radiological measures in a single-centre academic study helps to appraise the diagnostic and monitoring utility of specific measures for future clinical and clinical trial applications.
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Affiliation(s)
- Marlene Tahedl
- Computational Neuroimaging Group (CNG), Trinity Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Dublin, Ireland
| | - Ee Ling Tan
- Computational Neuroimaging Group (CNG), Trinity Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Dublin, Ireland
| | - Rangariroyashe H Chipika
- Computational Neuroimaging Group (CNG), Trinity Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Dublin, Ireland
| | | | - Alice Vajda
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland
| | - Mark A Doherty
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland
| | | | - We Fong Siah
- Computational Neuroimaging Group (CNG), Trinity Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Dublin, Ireland
| | - Orla Hardiman
- Computational Neuroimaging Group (CNG), Trinity Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Dublin, Ireland
| | - Peter Bede
- Computational Neuroimaging Group (CNG), Trinity Biomedical Sciences Institute, Trinity College Dublin, Room 5.43, Pearse Street, Dublin 2, Dublin, Ireland.
- Department of Neurology, St James's Hospital, Dublin, Ireland.
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7
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Finsel J, Uttner I, Vázquez Medrano CR, Ludolph AC, Lulé D. Cognition in the course of ALS-a meta-analysis. Amyotroph Lateral Scler Frontotemporal Degener 2023; 24:2-13. [PMID: 35866707 DOI: 10.1080/21678421.2022.2101379] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Objective: The goal of this meta-analysis is to improve insight into the development of cognition over the course of ALS and to assess predictors of cognitive performance.Method: A literature search was conducted in Pubmed and Web of Science on 29 July 2019 and 16 March 2021. Data were screened in Endnote® Version X9 (London, UK). Meta-analyses and meta-regressions were calculated for cross-sectional data using Rstudio®. Studies were assigned to temporal and physical categories and Hedges' g was calculated for the respective categories to provide an estimate of a cognitive course based on cross-sectional data. Due to low numbers and heterogeneity in reporting, longitudinal studies were analyzed descriptively.Results: A total of N = 45 cross-sectional and N = 13 longitudinal studies were included. Impairments in all cognitive domains, except verbal IQ, were found in ALS patients (PALS). PALS showed stable cognitive performances in cross-sectional and in most longitudinal studies. PALS with symptoms for 18-24 months and PALS who had an ALSFRS-R score of 40-36 were the most frequently reported subgroup regarding neuropsychology. Age was related to visuospatial functioning, and depressiveness to attention. In longitudinal studies, impact of site of onset and cognitive status at baseline on cognitive course was found.Conclusion: Despite vast evidence for cognitive impairment at disease onset in different domains, evidence for evolution of these deficits is rather limited, suggesting that PALS present with cognitive impairment early in the course possibly in a sense of disease trait.
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Affiliation(s)
- Julia Finsel
- Department of Neurology, Ulm University, Ulm, Germany and
| | - Ingo Uttner
- Department of Neurology, Ulm University, Ulm, Germany and
| | | | - Albert C Ludolph
- Department of Neurology, Ulm University, Ulm, Germany and.,German Center for Neurodegenerative Diseases (DZNE), Ulm, Germany
| | - Dorothée Lulé
- Department of Neurology, Ulm University, Ulm, Germany and
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8
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Dalla Bella E, Bersano E, Bruzzone MG, Gellera C, Pensato V, Lauria G, Consonni M. Behavioral and Cognitive Phenotypes of Patients With Amyotrophic Lateral Sclerosis Carrying SOD1 Variants. Neurology 2022; 99:e2052-e2062. [PMID: 35985819 PMCID: PMC9651465 DOI: 10.1212/wnl.0000000000201044] [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: 02/10/2022] [Accepted: 06/13/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES SOD1 variants in patients with amyotrophic lateral sclerosis (ALS) have been associated with peculiar clinical features and disease progression but rarely with cognitive and behavioral impairment. This study aims at describing the features of frontotemporal syndromes in patients with ALS carrying SOD1 variants. METHODS Italian patients with ALS were consecutively enrolled between 2012 and 2020 at our Motor Neuron Disease Center. All underwent clinical assessment, extensive neurophysiologic test battery for the evaluation of cognitive functions and behavior, and targeted next-generation sequencing of SOD1, FUS, TARDBP, VCP, PFN1, TUBA4A, OPTN, SQSTM1, UBQLN2, and C9orf72 genes. Neuropsychological profiles of SOD1+ patients (SOD1+) were compared with those with no gene variants (SOD1-). To this aim, the occurrence of cognitive and behavioral impairment defined according to the current guidelines, the number of pathologic test performances based on Italian normative values, and scores of the Frontal Behavioral Inventory were collected. RESULTS Among 288 patients consecutively examined, we identified 8 known pathogenic SOD1 variants and one variant of uncertain significance (p.Ser26Asn) not previously described in 14 patients with ALS belonging to 11 families. The clinical phenotypes were mainly characterized by predominant lower motor neuron involvement with onset at the lower limbs, and one patient had bulbar onset. SOD1+ patients (n = 14) were compared with SOD1- patients (N = 274). SOD1+ patients were younger than SOD1-, and both groups had similar functional motor disabilities and disease duration. Based on the overall neuropsychological findings, the percentage of SOD1+ and SOD1- patients with altered profiles were approximately 60%. However, behavioral impairment defined by the Strong criteria, and most commonly featuring with irritability and mental rigidity, was more frequent in SOD1+ than SOD1- patients and mainly associated with variants in exon 5. Conversely, cognitive impairment was mainly found in SOD1- patients. DISCUSSION Our findings from a large cohort of deeply phenotyped patients with ALS demonstrated that behavioral involvement is more common than previously thought among patients harboring SOD1 variants and that it is independent from patients' age and disease stage. These findings could be relevant for the assessment of clinical trial outcomes and disease management.
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Affiliation(s)
- Eleonora Dalla Bella
- From the 3rd Neurology Unit and Motor Neuron Diseases Centre (E.D.B., E.B., G.L., M.C.), Neuroradiology Unit (M.G.B.), Diagnostic and Technology Department, and Unit of Medical Genetics and Neurogenetics (C.G., V.P.), Fondazione IRCCS Istituto Neurologico "Carlo Besta"; Milan, and Department of Biomedical and Clinical and Sciences "Luigi Sacco" (E.B., G.L.), University of Milan, Italy
| | - Enrica Bersano
- From the 3rd Neurology Unit and Motor Neuron Diseases Centre (E.D.B., E.B., G.L., M.C.), Neuroradiology Unit (M.G.B.), Diagnostic and Technology Department, and Unit of Medical Genetics and Neurogenetics (C.G., V.P.), Fondazione IRCCS Istituto Neurologico "Carlo Besta"; Milan, and Department of Biomedical and Clinical and Sciences "Luigi Sacco" (E.B., G.L.), University of Milan, Italy
| | - Maria Grazia Bruzzone
- From the 3rd Neurology Unit and Motor Neuron Diseases Centre (E.D.B., E.B., G.L., M.C.), Neuroradiology Unit (M.G.B.), Diagnostic and Technology Department, and Unit of Medical Genetics and Neurogenetics (C.G., V.P.), Fondazione IRCCS Istituto Neurologico "Carlo Besta"; Milan, and Department of Biomedical and Clinical and Sciences "Luigi Sacco" (E.B., G.L.), University of Milan, Italy
| | - Cinzia Gellera
- From the 3rd Neurology Unit and Motor Neuron Diseases Centre (E.D.B., E.B., G.L., M.C.), Neuroradiology Unit (M.G.B.), Diagnostic and Technology Department, and Unit of Medical Genetics and Neurogenetics (C.G., V.P.), Fondazione IRCCS Istituto Neurologico "Carlo Besta"; Milan, and Department of Biomedical and Clinical and Sciences "Luigi Sacco" (E.B., G.L.), University of Milan, Italy
| | - Viviana Pensato
- From the 3rd Neurology Unit and Motor Neuron Diseases Centre (E.D.B., E.B., G.L., M.C.), Neuroradiology Unit (M.G.B.), Diagnostic and Technology Department, and Unit of Medical Genetics and Neurogenetics (C.G., V.P.), Fondazione IRCCS Istituto Neurologico "Carlo Besta"; Milan, and Department of Biomedical and Clinical and Sciences "Luigi Sacco" (E.B., G.L.), University of Milan, Italy
| | - Giuseppe Lauria
- From the 3rd Neurology Unit and Motor Neuron Diseases Centre (E.D.B., E.B., G.L., M.C.), Neuroradiology Unit (M.G.B.), Diagnostic and Technology Department, and Unit of Medical Genetics and Neurogenetics (C.G., V.P.), Fondazione IRCCS Istituto Neurologico "Carlo Besta"; Milan, and Department of Biomedical and Clinical and Sciences "Luigi Sacco" (E.B., G.L.), University of Milan, Italy.
| | - Monica Consonni
- From the 3rd Neurology Unit and Motor Neuron Diseases Centre (E.D.B., E.B., G.L., M.C.), Neuroradiology Unit (M.G.B.), Diagnostic and Technology Department, and Unit of Medical Genetics and Neurogenetics (C.G., V.P.), Fondazione IRCCS Istituto Neurologico "Carlo Besta"; Milan, and Department of Biomedical and Clinical and Sciences "Luigi Sacco" (E.B., G.L.), University of Milan, Italy
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9
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Ramamoorthy D, Severson K, Ghosh S, Sachs K, Glass JD, Fournier CN, Herrington TM, Berry JD, Ng K, Fraenkel E. Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data. NATURE COMPUTATIONAL SCIENCE 2022; 2:605-616. [PMID: 38177466 PMCID: PMC10766562 DOI: 10.1038/s43588-022-00299-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Accepted: 07/14/2022] [Indexed: 01/06/2024]
Abstract
The clinical presentation of amyotrophic lateral sclerosis (ALS), a fatal neurodegenerative disease, varies widely across patients, making it challenging to determine if potential therapeutics slow progression. We sought to determine whether there were common patterns of disease progression that could aid in the design and analysis of clinical trials. We developed an approach based on a mixture of Gaussian processes to identify clusters of patients sharing similar disease progression patterns, modeling their average trajectories and the variability in each cluster. We show that ALS progression is frequently nonlinear, with periods of stable disease preceded or followed by rapid decline. We also show that our approach can be extended to Alzheimer's and Parkinson's diseases. Our results advance the characterization of disease progression of ALS and provide a flexible modeling approach that can be applied to other progressive diseases.
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Affiliation(s)
| | - Kristen Severson
- Center for Computational Health and MIT-IBM Watson AI Lab, IBM Research, Cambridge, MA, USA
| | - Soumya Ghosh
- Center for Computational Health and MIT-IBM Watson AI Lab, IBM Research, Cambridge, MA, USA
| | - Karen Sachs
- Department of Biological Engineering, MIT, Cambridge, MA, USA
- Next Generation Analytics, Palo Alto, CA, USA
| | - Jonathan D Glass
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | | | - Todd M Herrington
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
| | - James D Berry
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Kenney Ng
- Center for Computational Health and MIT-IBM Watson AI Lab, IBM Research, Cambridge, MA, USA
| | - Ernest Fraenkel
- Department of Biological Engineering, MIT, Cambridge, MA, USA.
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10
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Poos JM, Moore KM, Nicholas J, Russell LL, Peakman G, Convery RS, Jiskoot LC, van der Ende E, van den Berg E, Papma JM, Seelaar H, Pijnenburg YAL, Moreno F, Sanchez-Valle R, Borroni B, Laforce R, Masellis M, Tartaglia C, Graff C, Galimberti D, Rowe JB, Finger E, Synofzik M, Vandenberghe R, de Mendonça A, Tiraboschi P, Santana I, Ducharme S, Butler C, Gerhard A, Levin J, Danek A, Otto M, Le Ber I, Pasquier F, van Swieten JC, Rohrer JD. Cognitive composites for genetic frontotemporal dementia: GENFI-Cog. Alzheimers Res Ther 2022; 14:10. [PMID: 35045872 PMCID: PMC8772227 DOI: 10.1186/s13195-022-00958-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 12/28/2021] [Indexed: 11/18/2022]
Abstract
Background Clinical endpoints for upcoming therapeutic trials in frontotemporal dementia (FTD) are increasingly urgent. Cognitive composite scores are often used as endpoints but are lacking in genetic FTD. We aimed to create cognitive composite scores for genetic frontotemporal dementia (FTD) as well as recommendations for recruitment and duration in clinical trial design. Methods A standardized neuropsychological test battery covering six cognitive domains was completed by 69 C9orf72, 41 GRN, and 28 MAPT mutation carriers with CDR® plus NACC-FTLD ≥ 0.5 and 275 controls. Logistic regression was used to identify the combination of tests that distinguished best between each mutation carrier group and controls. The composite scores were calculated from the weighted averages of test scores in the models based on the regression coefficients. Sample size estimates were calculated for individual cognitive tests and composites in a theoretical trial aimed at preventing progression from a prodromal stage (CDR® plus NACC-FTLD 0.5) to a fully symptomatic stage (CDR® plus NACC-FTLD ≥ 1). Time-to-event analysis was performed to determine how quickly mutation carriers progressed from CDR® plus NACC-FTLD = 0.5 to ≥ 1 (and therefore how long a trial would need to be). Results The results from the logistic regression analyses resulted in different composite scores for each mutation carrier group (i.e. C9orf72, GRN, and MAPT). The estimated sample size to detect a treatment effect was lower for composite scores than for most individual tests. A Kaplan-Meier curve showed that after 3 years, ~ 50% of individuals had converted from CDR® plus NACC-FTLD 0.5 to ≥ 1, which means that the estimated effect size needs to be halved in sample size calculations as only half of the mutation carriers would be expected to progress from CDR® plus NACC FTLD 0.5 to ≥ 1 without treatment over that time period. Discussion We created gene-specific cognitive composite scores for C9orf72, GRN, and MAPT mutation carriers, which resulted in substantially lower estimated sample sizes to detect a treatment effect than the individual cognitive tests. The GENFI-Cog composites have potential as cognitive endpoints for upcoming clinical trials. The results from this study provide recommendations for estimating sample size and trial duration. Supplementary Information The online version contains supplementary material available at 10.1186/s13195-022-00958-0.
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Affiliation(s)
- Jackie M Poos
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.,Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Katrina M Moore
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Jennifer Nicholas
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Lucy L Russell
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Georgia Peakman
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Rhian S Convery
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Lize C Jiskoot
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.,Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK
| | - Emma van der Ende
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Esther van den Berg
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Janne M Papma
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Harro Seelaar
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Yolande A L Pijnenburg
- Department of Neurology, Alzheimer Center, Amsterdam University Medical Center, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Fermin Moreno
- Cognitive Disorders Unit, Department of Neurology, Donostia University Hospital, San Sebastian, Gipuzkoa, Spain
| | - Raquel Sanchez-Valle
- Alzheimer's disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona, Spain
| | - Barbara Borroni
- Centre for Neurodegenerative Disorders, Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, Université Laval, Québec, Canada
| | - Mario Masellis
- Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, Canada
| | - Carmela Tartaglia
- Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Canada
| | - Caroline Graff
- Department of Geriatric Medicine, Karolinska University Hospital-Huddinge, Stockholm, Sweden
| | - Daniela Galimberti
- University of Milan, Centro Dino Ferrari, Milan, Italy.,Neurodegenerative Diseases Unit, Fondazione IRCCS Ca' Granda, Ospedale Policlinico, Milan, Italy
| | - James B Rowe
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, University of Western Ontario, London, Ontario, Canada
| | - Matthis Synofzik
- Department of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | | | - Pietro Tiraboschi
- Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologica Carlo Besta, Milan, Italy
| | - Isabel Santana
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Simon Ducharme
- Department of Psychiatry, McGill University Health Centre, McGill University, Montreal, Québec, Canada
| | - Chris Butler
- Department of Clinical Neurology, University of Oxford, Oxford, UK
| | - Alexander Gerhard
- Faculty of Medical and Human Sciences, Institute of Brain, Behaviour and Mental Health, University of Manchester, Manchester, UK
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-University, Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Adrian Danek
- Department of Neurology, Ludwig-Maximilians-University, Munich, Germany
| | - Markus Otto
- Department of Neurology, University of Ulm, Ulm, Germany
| | - Isabel Le Ber
- Paris Brain Institute - Institut du Cerveau - ICM, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière, Sorbonne Université, Paris, France.,Centre de référence des démences rares ou précoces, IM2A, Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France.,Département de Neurologie, AP-HP - Hôpital Pitié-Salpêtrière, Paris, France
| | - Florence Pasquier
- University of Lille, Lille, France.,Inserm 1172, Lille, France.,CHU, CNR-MAJ, Labex Distalz, LiCEND, Lille, France
| | - John C van Swieten
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, 8-11 Queen Square, Box 16, London, WC1N 3BG, UK.
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11
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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.
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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
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12
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Ratti E, Domoto-Reilly K, Caso C, Murphy A, Brickhouse M, Hochberg D, Makris N, Cudkowicz ME, Dickerson BC. Regional prefrontal cortical atrophy predicts specific cognitive-behavioral symptoms in ALS-FTD. Brain Imaging Behav 2021; 15:2540-2551. [PMID: 33587281 PMCID: PMC8862734 DOI: 10.1007/s11682-021-00456-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/14/2021] [Indexed: 01/01/2023]
Abstract
Amyotrophic Lateral Sclerosis-Frontotemporal Dementia (ALS-FTD) may present typical behavioral variant FTD symptoms. This study aims to determine whether profile and severity of cognitive-behavioral symptoms in ALS/ALS-FTD are predicted by regional cortical atrophy. The hypothesis is that executive dysfunction can be predicted by dorsolateral prefrontal cortical (dlPFC) atrophy, apathy by dorsomedial PFC (dmPFC) and anterior cingulate cortical (ACC) atrophy, disinhibition by orbitofrontal cortical (OFC) atrophy. 3.0 Tesla MRI scans were acquired from 22 people with ALS or ALS-FTD. Quantitative cortical thickness analysis was performed with FreeSurfer. A priori-defined regions of interest (ROI) were used to measure cortical thickness in each participant and calculate magnitude of atrophy in comparison to 115 healthy controls. Spearman correlations were used to evaluate associations between frontal ROI cortical thickness and cognitive-behavioral symptoms, measured by Neuropsychiatric Inventory Questionnaire (NPI-Q) and Clinical Dementia Rating (CDR) scale. ALS-FTD participants exhibited variable degrees of apathy (NPI-Q/apathy: 1.6 ± 1.2), disinhibition (NPI-Q/disinhibition: 1.2 ± 1.2), executive dysfunction (CDR/judgment-problem solving: 1.7 ± 0.8). Within the ALS-FTD group, executive dysfunction correlated with dlPFC atrophy (ρ:-0.65;p < 0.05); similar trends were seen for apathy with ACC (ρ:-0.53;p < 0.10) and dmPFC (ρ:-0.47;p < 0.10) atrophy, for disinhibition with OFC atrophy (ρ:-0.51;p < 0.10). Compared to people with ALS, those with ALS-FTD showed more diffuse atrophy involving precentral gyrus, prefrontal, temporal regions. Profile and severity of cognitive-behavioral symptoms in ALS-FTD are predicted by regional prefrontal atrophy. These findings are consistent with established brain-behavior models and support the role of quantitative MRI in diagnosis, management, counseling, monitoring and prognostication for a neurodegenerative disorder with diverse phenotypes.
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Affiliation(s)
- Elena Ratti
- Neurological Clinical Research Institute (NCRI), Massachusetts General Hospital, 165 Cambridge Street, Suite 600, Boston, MA, 02114, USA.
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA.
- Amyotrophic Lateral Sclerosis Multidisciplinary Clinic, Department of Neurology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA.
- Massachusetts Alzheimer's Disease Research Center (ADRC), 149 13th Street, Charlestown, MA, 02129, USA.
- Athinoula A. Martinos Center for Biomedical Imaging, 149 13th Street, Charlestown, MA, 02129, USA.
- Biogen, 300 Binney Street, Cambridge, MA, 02142, USA.
| | - Kimiko Domoto-Reilly
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
- Massachusetts Alzheimer's Disease Research Center (ADRC), 149 13th Street, Charlestown, MA, 02129, USA
- Athinoula A. Martinos Center for Biomedical Imaging, 149 13th Street, Charlestown, MA, 02129, USA
- Department of Neurology, University of Washington Medical Center, 1959 NE Pacific Street, Seattle, WA, 98195, USA
| | - Christina Caso
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
- Department of Neurology, University of Washington Medical Center, 1959 NE Pacific Street, Seattle, WA, 98195, USA
| | - Alyssa Murphy
- Neurological Clinical Research Institute (NCRI), Massachusetts General Hospital, 165 Cambridge Street, Suite 600, Boston, MA, 02114, USA
- Amyotrophic Lateral Sclerosis Multidisciplinary Clinic, Department of Neurology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
| | - Michael Brickhouse
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
| | - Daisy Hochberg
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
- Speech and Language Pathology, Massachusetts General Hospital, 275 Cambridge Street, Boston, MA, 02114, USA
| | - Nikos Makris
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
| | - Merit E Cudkowicz
- Neurological Clinical Research Institute (NCRI), Massachusetts General Hospital, 165 Cambridge Street, Suite 600, Boston, MA, 02114, USA
- Amyotrophic Lateral Sclerosis Multidisciplinary Clinic, Department of Neurology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
| | - Bradford C Dickerson
- Frontotemporal Disorders Unit, Department of Neurology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
- Massachusetts Alzheimer's Disease Research Center (ADRC), 149 13th Street, Charlestown, MA, 02129, USA
- Athinoula A. Martinos Center for Biomedical Imaging, 149 13th Street, Charlestown, MA, 02129, USA
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13
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Ye S, Jin P, Chen L, Zhang N, Fan D. Prognosis of amyotrophic lateral sclerosis with cognitive and behavioural changes based on a sixty-month longitudinal follow-up. PLoS One 2021; 16:e0253279. [PMID: 34379621 PMCID: PMC8357115 DOI: 10.1371/journal.pone.0253279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Accepted: 06/02/2021] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Approximately 50% of amyotrophic lateral sclerosis (ALS) patients have cognitive and behavioural dysfunction in varying degrees and forms. Previous studies have shown that cognitive and behavioural changes may indicate a poor prognosis, and cognitive function gradually deteriorates over the course of disease, but the results of different studies have been inconsistent. In addition, there are relatively limited long-term follow-up studies tracking death as an endpoint. The purpose of this study was to investigate the clinical prognostic characteristics of ALS patients with cognitive behavioural changes through long-term follow-up in a cohort. METHODS A total of 87 ALS patients from 2014 to 2015 in the Third Hospital of Peking University were selected and divided into a pure ALS group, an ALS with behavioural variant of frontotemporal dementia (ALS-bvFTD) group, and an ALS with cognitive and behaviour changes group. All patients were followed up for 60 months. The main end point was death and tracheotomy. RESULTS There was no significant difference in survival curve between pure ALS and ALS with cognitive and behavioural change group, but the survival time of ALS-bvFTD group was significantly lower than the other two groups (P < 0.001). For those who was followed up to the endpoint, the survival time of the ALS-bvFTD group was significantly shorter than that of the pure ALS group (t = 5.33, p < 0.001) or the ALS with cognitive and behaviour changes group (t = 4.25, p < 0.001). The progression rate of ALS Functional Rating Scale-Revised (FRS-R) scores from recruitment to endpoint was significantly faster in the ALS-bvFTD group than in the pure ALS group (z = 2.68, p = 0.01) or the ALS with cognitive and behavioural changes group (z = 2.75, p = 0.01). There was no significant difference in survival time (t = 0.52, P = 0.60) or FRS-R score progression rate (z = 0.31, p = 0.76) between the pure ALS group and the ALS with cognitive and behavioural changes group. The total Edinburgh Cognitive and Behavioural Amyotrophic Lateral Sclerosis Screen (ECAS) score was positively correlated with survival time (r = 0.38, p = 0.01). CONCLUSION ALS-bvFTD patients have shorter survival time. The total ECAS score may be correlated with survival time.
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Affiliation(s)
- Shan Ye
- Neurology Department, Peking University Third Hospital, Beijing, China
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing, China
| | - Pingping Jin
- Neurology Department, Peking University Third Hospital, Beijing, China
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing, China
| | - Lu Chen
- Neurology Department, Peking University Third Hospital, Beijing, China
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing, China
| | - Nan Zhang
- Neurology Department, Peking University Third Hospital, Beijing, China
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing, China
| | - Dongsheng Fan
- Neurology Department, Peking University Third Hospital, Beijing, China
- Beijing Municipal Key Laboratory of Biomarker and Translational Research in Neurodegenerative Diseases, Beijing, China
- * E-mail:
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14
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Consonni M, Dalla Bella E, Bersano E, Lauria G. Cognitive and behavioural impairment in amyotrophic lateral sclerosis: A landmark of the disease? A mini review of longitudinal studies. Neurosci Lett 2021; 754:135898. [PMID: 33862143 DOI: 10.1016/j.neulet.2021.135898] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 03/26/2021] [Accepted: 04/08/2021] [Indexed: 01/02/2023]
Abstract
Amyotrophic lateral sclerosis (ALS) is a heterogeneous neurodegenerative disease marked by progressive loss of motor abilities. Approximately half of patents with ALS experience cognitive (ALSci) or behavioural impairment (ALSbi) during the course of the disease, with a small percentage developing overt frontotemporal dementia (FTD). ALSci and/or ALSbi can occur simultaneously with motor neuron degeneration or develop in advanced stages of the disease, but it can even precede motor involvement in some cases, namely in ALS patients meeting criteria for FTD. Despite clear evidence that cognitive/behavioural impairment may appear early in the course of ALS, no prominent deterioration seems to occur with disease progression. Longitudinal studies have failed to reach conclusive results on the progression of cognitive and behavioural involvement in ALS. This may be due to some structural limitations of the studies, such as attrition rate, practice effect, short-time interval between neuropsychological assessments, but it can also be due to the heterogeneity of ALS phenotypes. The objective of this review is to provide a comprehensive and critical analysis of results of longitudinal studies highlighting cognitive and behavioural domains mainly affected by neurodegeneration pointing out the determinants that might be associate with the development and worsening of frontotemporal symptoms in ALS. At this regard, older age, rapidly progressing ALS, bulbar-onset, advanced disease stages are among factors mainly associated with cognitive and behavioural involvement. Moreover, the progression of cognitive and behavioural deficits seems to be not directly related to the slope of motor disability, thus suggesting the independence of neuropsychological and motor functional decline in ALS. Cognitive and motor involvement may indeed present with distinct trajectories suggesting a differential vulnerability of motor and non-motor cortical networks. In this scenario, determining the progression of extra-motor involvement in ALS may help refine understanding of the clinical implications of cognitive and behavioural abnormalities, and provide clues to the aetiology of the disease.
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Affiliation(s)
- Monica Consonni
- 3rd Neurology Unit and Motor Neuron Diseases Centre, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, 20133, Milan, Italy.
| | - Eleonora Dalla Bella
- 3rd Neurology Unit and Motor Neuron Diseases Centre, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, 20133, Milan, Italy
| | - Enrica Bersano
- 3rd Neurology Unit and Motor Neuron Diseases Centre, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, 20133, Milan, Italy; Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milan, Via Festa del Perdono 7, 20122, Milan, Italy
| | - Giuseppe Lauria
- 3rd Neurology Unit and Motor Neuron Diseases Centre, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, 20133, Milan, Italy; Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milan, Via Festa del Perdono 7, 20122, Milan, Italy
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15
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Müller HP, Lulé D, Roselli F, Behler A, Ludolph AC, Kassubek J. Segmental involvement of the corpus callosum in C9orf72-associated ALS: a tract of interest-based DTI study. Ther Adv Chronic Dis 2021; 12:20406223211002969. [PMID: 33815737 PMCID: PMC7989124 DOI: 10.1177/20406223211002969] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 02/24/2021] [Indexed: 12/11/2022] Open
Abstract
Background: C9orf72 hexanucleotide repeat expansions are associated with widespread cerebral alterations, including white matter alterations. However, there is lack of information on changes in commissure fibres. Diffusion tensor imaging (DTI) can identify amyotrophic lateral sclerosis (ALS)-associated patterns of regional brain alterations at the group level. The objective of this study was to investigate the structural connectivity of the corpus callosum (CC) in ALS patients with C9orf72 expansions. Methods: DTI-based white matter mapping was performed by a hypothesis-guided tractwise analysis of fractional anisotropy (FA) maps for 25 ALS patients with C9orf72 expansion versus 25 matched healthy controls. Furthermore, a comparison with a patient control group of 25 sporadic ALS patients was performed. DTI-based tracts that originate from callosal sub-areas I to V were identified and correlated with clinical data. Results: The analysis of white matter integrity demonstrated regional FA reductions for tracts of the callosal areas II and III for ALS patients with C9orf72 expansions while FA reductions in sporadic ALS patients were observed only for tracts of the callosal area III; these reductions were correlated with clinical parameters. Conclusion: The tract-of-interest-based analysis showed a microstructural callosal involvement pattern in C9orf72-associated ALS that included the motor segment III together with frontal callosal connections, as an imaging signature of the C9orf72-associated overlap of motor neuron disease and frontotemporal pathology.
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Affiliation(s)
| | - Dorothée Lulé
- Department of Neurology, University of Ulm, Ulm, Germany
| | | | - Anna Behler
- Department of Neurology, University of Ulm, Ulm, Germany
| | | | - Jan Kassubek
- Department of Neurology, University of Ulm, Oberer Eselsberg 45, Ulm, 89081, Germany
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16
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Waugh RE, Danielian LE, Shoukry RFS, Floeter MK. Longitudinal changes in network homogeneity in presymptomatic C9orf72 mutation carriers. Neurobiol Aging 2021; 99:1-10. [PMID: 33421737 PMCID: PMC11428095 DOI: 10.1016/j.neurobiolaging.2020.11.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 11/04/2020] [Accepted: 11/22/2020] [Indexed: 12/11/2022]
Abstract
The risk for carriers of repeat expansion mutations in C9orf72 to develop amyotrophic lateral sclerosis and frontotemporal dementia increases with age. Functional magnetic resonance imaging studies have shown reduced connectivity in symptomatic carriers, but it is not known whether connectivity declines throughout life as an acceleration of the normal aging pattern. In this study, we examined intra-network homogeneity (NeHo) in 5 functional networks in 15 presymptomatic C9+ carriers over an 18-month period and compared to repeated scans in 34 healthy controls and 27 symptomatic C9+ carriers. The longitudinal trajectory of NeHo in the somatomotor, dorsal attention, and default mode networks in presymptomatic carriers differed from aging controls and symptomatic carriers. In somatomotor networks, NeHo increased over time in regions adjacent to regions where symptomatic carriers had reduced NeHo. In the default network, the posterior cingulate exhibited age-dependent increases in NeHo. These findings are evidence against the proposal that the decline in functional connectivity seen in symptomatic carriers represents a lifelong acceleration of the healthy aging process.
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Affiliation(s)
- Rebecca E Waugh
- Motor Neuron Disorders Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Laura E Danielian
- Motor Neuron Disorders Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Rachel F Smallwood Shoukry
- Motor Neuron Disorders Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Mary Kay Floeter
- Motor Neuron Disorders Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.
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17
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Castelnovo V, Canu E, Riva N, Poletti B, Cividini C, Fontana A, Solca F, Silani V, Filippi M, Agosta F. Progression of cognitive and behavioral disturbances in motor neuron diseases assessed using standard and computer-based batteries. Amyotroph Lateral Scler Frontotemporal Degener 2021; 22:223-236. [DOI: 10.1080/21678421.2020.1867179] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Veronica Castelnovo
- Neuroimaging Research Unit, Division of Neuroscience, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Elisa Canu
- Neuroimaging Research Unit, Division of Neuroscience, Milan, Italy
| | - Nilo Riva
- Neurology Unit and Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Barbara Poletti
- Department of Neurology and Laboratory of Neuroscience, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Camilla Cividini
- Neuroimaging Research Unit, Division of Neuroscience, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Andrea Fontana
- Unit of Biostatistics, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Foggia, Italy
| | - Federica Solca
- Department of Neurology and Laboratory of Neuroscience, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Vincenzo Silani
- Department of Neurology and Laboratory of Neuroscience, IRCCS Istituto Auxologico Italiano, Milan, Italy
- Department of Pathophysiology and Transplantation, “Dino Ferrari” Center, Università degli Studi di Milano, Milano, Italy, and
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
- Neurology Unit and 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, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
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Li Hi Shing S, McKenna MC, Siah WF, Chipika RH, Hardiman O, Bede P. The imaging signature of C9orf72 hexanucleotide repeat expansions: implications for clinical trials and therapy development. Brain Imaging Behav 2021; 15:2693-2719. [PMID: 33398779 DOI: 10.1007/s11682-020-00429-w] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/08/2020] [Indexed: 01/14/2023]
Abstract
While C9orf72-specific imaging signatures have been proposed by both ALS and FTD research groups and considerable presymptomatic alterations have also been confirmed in young mutation carriers, considerable inconsistencies exist in the literature. Accordingly, a systematic review of C9orf72-imaging studies has been performed to identify consensus findings, stereotyped shortcomings, and unique contributions to outline future directions. A formal literature review was conducted according to the STROBE guidelines. All identified papers were individually reviewed for sample size, choice of controls, study design, imaging modalities, statistical models, clinical profiling, and identified genotype-associated pathological patterns. A total of 74 imaging papers were systematically reviewed. ALS patients with GGGGCC repeat expansions exhibit relatively limited motor cortex involvement and widespread extra-motor pathology. C9orf72 positive FTD patients often show preferential posterior involvement. Reports of thalamic involvement are relatively consistent across the various phenotypes. Asymptomatic hexanucleotide repeat carriers often exhibit structural and functional changes decades prior to symptom onset. Common shortcomings included sample size limitations, lack of disease-controls, limited clinical profiling, lack of genetic testing in healthy controls, and absence of post mortem validation. There is a striking paucity of longitudinal studies and existing presymptomatic studies have not evaluated the predictive value of radiological changes with regard to age of onset and phenoconversion. With the advent of antisense oligonucleotide therapies, the meticulous characterisation of C9orf72-associated changes has gained practical relevance. Neuroimaging offers non-invasive biomarkers for future clinical trials, presymptomatic ascertainment, diagnostic and prognostic applications.
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Affiliation(s)
- Stacey Li Hi Shing
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Mary Clare McKenna
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - We Fong Siah
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Rangariroyashe H Chipika
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Orla Hardiman
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Peter Bede
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.
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Smallwood Shoukry RF, Clark MG, Floeter MK. Resting State Functional Connectivity Is Decreased Globally Across the C9orf72 Mutation Spectrum. Front Neurol 2020; 11:598474. [PMID: 33329355 PMCID: PMC7710968 DOI: 10.3389/fneur.2020.598474] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 10/22/2020] [Indexed: 12/12/2022] Open
Abstract
A repeat expansion mutation in the C9orf72 gene causes amyotrophic lateral sclerosis (ALS), frontotemporal dementia (FTD), or symptoms of both, and has been associated with gray and white matter changes in brain MRI scans. We used graph theory to examine the network properties of brain function at rest in a population of mixed-phenotype C9orf72 mutation carriers (C9+). Twenty-five C9+ subjects (pre-symptomatic, or diagnosed with ALS, behavioral variant FTD (bvFTD), or both ALS and FTD) and twenty-six healthy controls underwent resting state fMRI. When comparing all C9+ subjects with healthy controls, both global and connection-specific decreases in resting state connectivity were observed, with no substantial reorganization of network hubs. However, when analyzing subgroups of the symptomatic C9+ patients, those with bvFTD (with and without comorbid ALS) show remarkable reorganization of hubs compared to patients with ALS alone (without bvFTD), indicating that subcortical regions become more connected in the network relative to other regions. Additionally, network connectivity measures of the right hippocampus and bilateral thalami increased with increasing scores on the Frontal Behavioral Inventory, indicative of worsening behavioral impairment. These results indicate that while C9orf72 mutation carriers across the ALS-FTD spectrum have global decreased resting state brain connectivity, phenotype-specific effects can also be observed at more local network levels.
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Affiliation(s)
| | | | - Mary Kay Floeter
- Motor Neuron Disease Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, United States
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20
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Iazzolino B, Peotta L, Zucchetti JP, Canosa A, Manera U, Vasta R, Grassano M, Palumbo F, Brunetti M, Barberis M, Sbaiz L, Moglia C, Calvo A, Chiò A. Differential Neuropsychological Profile of Patients With Amyotrophic Lateral Sclerosis With and Without C9orf72 Mutation. Neurology 2020; 96:e141-e152. [PMID: 33106391 DOI: 10.1212/wnl.0000000000011093] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Accepted: 08/21/2020] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVE To determine whether the neuropsychological profiles of patients with amyotrophic lateral sclerosis (ALS) with (ALSC9+) and without (ALSC9-) C9orf72 expansion are different, we administered a battery of neuropsychological tests to 741 patients with ALS (68 ALSC9+ and 673 ALSC9-) and 129 controls. METHODS The study population includes 741 patients with ALS who were consecutively diagnosed at the Turin ALS expert center in the 2010-2018 period and who underwent both cognitive/behavioral and genetic testing. Patients' neuropsychological patterns were compared (1) at the same degree of cognitive and behavioral deficit according to the revised ALS-Frontotemporal Dementia Consensus Criteria and (2) at the same level of motor impairment according to the King staging system. RESULTS Despite being about 7 years younger, ALSC9+ patients had significantly lower scores in tests exploring executive function and verbal memory both when classified as cognitively normal and when diagnosed in the intermediate cognitive categories. Considering the clinical perspective, ALSC9+ patients showed significantly lower scores compared to ALSC9- patients at King stage 1 and 3 in almost all the examined neuropsychological domains; at King stage 2, ALSC9+ patients were more severely affected only in the verbal memory domain. Behavioral function was comparably impaired in the 2 cohorts. CONCLUSIONS ALSC9+ patients show a different neuropsychological profile compared to ALSC9- patients, being more impaired in executive functions and verbal memory domains at all King stages. Verbal memory emerged as a particularly vulnerable function in ALSC9+, with worse performances even when patients were still classified as cognitively normal.
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Affiliation(s)
- Barbara Iazzolino
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Laura Peotta
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Jean Pierre Zucchetti
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Antonio Canosa
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Umberto Manera
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Rosario Vasta
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Maurizio Grassano
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Francesca Palumbo
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Maura Brunetti
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Marco Barberis
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Luca Sbaiz
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Cristina Moglia
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Andrea Calvo
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy
| | - Adriano Chiò
- From the ALS Center, 'Rita Levi Montalcini' Department of Neuroscience (B.I., L.P., J.P.Z., A. Canosa, U.M., R.V., M.G., F.P., M. Brunetti, C.M., A. Calvo, A. Chiò), University of Torino; Medical Genetic Unit (M. Barberis, L.S.) and Neurology 1 (A. Canosa, M. Brunetti, C.M., A. Calvo, A. Chiò), Azienda Ospedaliero-Universitaria Città della Salute e della Scienza of Torino, Turin; and Institute of Cognitive Sciences and Technologies (A. Chiò), National Research Council, Rome, Italy.
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Luo H, Zhang R, Krigman J, McAdams A, Ozgen S, Sun N. A Healthy Heart and a Healthy Brain: Looking at Mitophagy. Front Cell Dev Biol 2020; 8:294. [PMID: 32435642 PMCID: PMC7218083 DOI: 10.3389/fcell.2020.00294] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 04/06/2020] [Indexed: 12/13/2022] Open
Abstract
Mitochondrial dysfunction is a hallmark of aging and is a major contributor to neurodegenerative diseases and various cardiovascular disorders. Mitophagy, a specialized autophagic pathway to remove damaged mitochondria, provides a critical mechanism to maintain mitochondrial quality. This function has been implicated in a tissue's ability to appropriately respond to metabolic and to bioenergetic stress, as well as to recover from mitochondrial damage. A global decline in mitophagic flux has been postulated to be linked to pathological alterations that occur in the heart and the brain as well as a general age-dependent decline in organ function. Cellular observation suggests multiple mechanistically distinct pathways converge upon and activate mitophagy. Over the past decade, additional molecular components within mitophagy have been discovered, including several disease-associated genes that are functionally implicated in mitophagy. However, the pathophysiological role of mitophagy, and how it is regulated within normal physiology or various disease states, is less well established. Here, we will review the evidence that a decline in mitophagy contributes to impaired mitochondrial homeostasis and may be particularly detrimental to postmitotic neurons and cardiomyocytes. We will discuss mitophagy's pathological significance in both neurodegenerative diseases and cardiovascular disorders. Additionally, signaling pathways regulating mitophagy are reviewed, with emphasis placed on how these pathways might contribute to disease progression. Understanding mitophagy's role in the mechanisms of disease pathogenesis should allow for the development of more efficient strategies to battle pathological conditions associated with mitochondrial dysfunction.
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Affiliation(s)
- Hongke Luo
- Department of Physiology and Cell Biology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States.,Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Ruohan Zhang
- Department of Physiology and Cell Biology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States.,Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States.,Department of Graduate Research, College of Pharmacy, The Ohio State University, Columbus, OH, United States
| | - Judith Krigman
- Department of Physiology and Cell Biology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States.,Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Allison McAdams
- Department of Physiology and Cell Biology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Serra Ozgen
- Department of Physiology and Cell Biology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Nuo Sun
- Department of Physiology and Cell Biology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States.,Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
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22
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Offit MB, Wu T, Floeter MK, Lehky TJ. Electrical impedance myography (EIM) in a natural history study of C9ORF72 mutation carriers. Amyotroph Lateral Scler Frontotemporal Degener 2020; 21:445-451. [PMID: 32312103 DOI: 10.1080/21678421.2020.1752247] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Objective: Electrical Impedance Myography (EIM) was used to evaluate disease progression in subjects with C9ORF72 expansion mutations and to assess correlations with Medical Research Council (MRC) Scale and revised ALS Functional Rating Scale (ALSFRS-R) measurements. Four types of clinical presentations were assessed; Amyotrophic Lateral Sclerosis (ALS), Frontotemporal dementia (FTD) or other dementia, ALS-FTD, and asymptomatic (ASYMP). Methods: Subjects were divided into an ALS Group (ALS/ALS-FTD) and non-ALS Group (FTD/ASYMP) based on initial visit and evaluated at 0, 6, 18, and 30 months with EIM of 4 arm and 4 leg muscles, ALSFRS-R, and MRC scales. The change in EIM from baseline and correlation with the functional scale and strength testing were analyzed. Results: EIM 50kHz phase values significantly declined over time in the ALS group (n = 31) compared to the non-ALS group (FTD/ASYMP) (n = 19). In the ALS group, the decline in EIM was correlated with decline in the ALSFRS-R and MRC scores using within-subject correlations. Conclusion: In clinical trials with small populations of genetically associated ALS such as C9ORF-related ALS, EIM may be a useful quantitative biomarker. We did not detect decline in asymptomatic subjects, but longer term studies may detect early changes in this group.
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Affiliation(s)
| | - Tianxia Wu
- Clinical Trials Unit, NINDS, NIH, Bethesda, MD, USA
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23
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Gandhy S, Farren J, Floeter MK. Motor function decline correlates with behavioral impairment in C9orf72 mutation carriers. Neurology 2020; 94:134-136. [DOI: 10.1212/wnl.0000000000008810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 10/06/2019] [Indexed: 11/15/2022] Open
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24
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Global variation in prevalence and incidence of amyotrophic lateral sclerosis: a systematic review and meta-analysis. J Neurol 2019; 267:944-953. [PMID: 31797084 DOI: 10.1007/s00415-019-09652-y] [Citation(s) in RCA: 163] [Impact Index Per Article: 27.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Revised: 11/22/2019] [Accepted: 11/23/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Amyotrophic lateral sclerosis (ALS) is a global disease, which adversely affects the life quality of patients and significantly increases the burden of families and society. We aimed to assess the changing incidence, prevalence of ALS around the world. METHODS We searched Medline, Embase, Web of Science, and Cochrane library to identify articles published until September 9, 2018. Each included study was independently reviewed for methodological quality by two reviewers. We used a random-effects model to summarize individual studies and assessed heterogeneity (I2) with the χ2 test on Cochrane's Q statistic. RESULTS We identified 124 studies that were eligible for final inclusion, including 110 studies of incidence and 58 studies of prevalence. The overall crude worldwide ALS prevalence and incidence were 4.42 (95% CI 3.92-4.96) per 1,00,000 population and 1.59 (95% CI 1.39-1.81) per 1,00,000 person-years, respectively. ALS prevalence and incidence increased by age until the age of 70-79. Since 1957, incidence has been significantly rising year by year, and this upward trend was weakened after standardization. The longest survival time were in Asia (ranging from 3.74 years in South Asia to 9.23 years in West Asia). CONCLUSIONS With the aggravation of population aging and the rapid growth of economy, developing regions following the development pattern of the developed regions may suffer rising ALS prevalence and incidence which may increase their disease burden as well. These data highlight the need for research into underlying mechanism and innovations in health-care systems.
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Cammack AJ, Atassi N, Hyman T, van den Berg LH, Harms M, Baloh RH, Brown RH, van Es MA, Veldink JH, de Vries BS, Rothstein JD, Drain C, Jockel-Balsarotti J, Malcolm A, Boodram S, Salter A, Wightman N, Yu H, Sherman AV, Esparza TJ, McKenna-Yasek D, Owegi MA, Douthwright C, McCampbell A, Ferguson T, Cruchaga C, Cudkowicz M, Miller TM. Prospective natural history study of C9orf72 ALS clinical characteristics and biomarkers. Neurology 2019; 93:e1605-e1617. [PMID: 31578300 DOI: 10.1212/wnl.0000000000008359] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 05/20/2019] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE To define the natural history of the C9orf72 amyotrophic lateral sclerosis (C9ALS) patient population, develop disease biomarkers, and characterize patient pathologies. METHODS We prospectively collected clinical and demographic data from 116 symptomatic C9ALS and 12 non-amyotrophic lateral sclerosis (ALS) full expansion carriers across 7 institutions in the United States and the Netherlands. In addition, we collected blood samples for DNA repeat size assessment, CSF samples for biomarker identification, and autopsy samples for dipeptide repeat protein (DPR) size determination. Finally, we collected retrospective clinical data via chart review from 208 individuals with C9ALS and 450 individuals with singleton ALS. RESULTS The mean age at onset in the symptomatic prospective cohort was 57.9 ± 8.3 years, and median duration of survival after onset was 36.9 months. The monthly change was -1.8 ± 1.7 for ALS Functional Rating Scale-Revised and -1.4% ± 3.24% of predicted for slow vital capacity. In blood DNA, we found that G4C2 repeat size correlates positively with age. In CSF, we observed that concentrations of poly(GP) negatively correlate with DNA expansion size but do not correlate with measures of disease progression. Finally, we found that size of poly(GP) dipeptides in the brain can reach large sizes similar to that of their DNA repeat derivatives. CONCLUSIONS We present a thorough investigation of C9ALS natural history, providing the basis for C9ALS clinical trial design. We found that clinical features of this genetic subset are less variant than in singleton ALS. In addition, we identified important correlations of C9ALS patient pathologies with clinical and demographic data.
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Affiliation(s)
- Alexander J Cammack
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Nazem Atassi
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Theodore Hyman
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Leonard H van den Berg
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Matthew Harms
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Robert H Baloh
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Robert H Brown
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Michael A van Es
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Jan H Veldink
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Balint S de Vries
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Jeffrey D Rothstein
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Caroline Drain
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Jennifer Jockel-Balsarotti
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Amber Malcolm
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Sonia Boodram
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Amber Salter
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Nicholas Wightman
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Hong Yu
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Alexander V Sherman
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Thomas J Esparza
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Diane McKenna-Yasek
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Margaret A Owegi
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Catherine Douthwright
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | | | - Alexander McCampbell
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Toby Ferguson
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Carlos Cruchaga
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Merit Cudkowicz
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA
| | - Timothy M Miller
- From the Department of Neurology (A.J.C., T.H., C.D., J.J.-B., A.M., S.B., A.S., T.J.E., C.C., T.M.M.), Washington University School of Medicine, St. Louis, MO; Department of Neurology (N.A., H.Y., A.V.S., M.C.), Neurological Clinical Research Institute, Massachusetts General Hospital, Boston; Department of Neurology (L.H.v.d.B., M.A.v.E., J.H.V., B.S.d.V.), Brain Center Rudolf Magnus, University Medical Center Utrecht, University Utrecht, the Netherlands; Department of Neurology (M.H.), Columbia University, New York, NY; Department of Neurology (R.H. Baloh), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (R.H. Brown, N.W., D.M.-Y., M.A.O., C.D.), University of Massachusetts, Worcester; Department of Neurology (J.D.R.), Johns Hopkins University, Baltimore, MD; and Biogen Inc. (A.M., T.F.), Boston, MA.
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Benbrika S, Desgranges B, Eustache F, Viader F. Cognitive, Emotional and Psychological Manifestations in Amyotrophic Lateral Sclerosis at Baseline and Overtime: A Review. Front Neurosci 2019; 13:951. [PMID: 31551700 PMCID: PMC6746914 DOI: 10.3389/fnins.2019.00951] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 08/22/2019] [Indexed: 12/11/2022] Open
Abstract
It is now well recognized that, in addition to motor impairment, amyotrophic lateral sclerosis (ALS) may cause extra-motor clinical signs and symptoms. These can include the alteration of certain cognitive functions, impaired social cognition, and changes in the perception and processing of emotions. Where these extra-motor manifestations occur in ALS, they usually do so from disease onset. In about 10% of cases, the cognitive and behavioral changes meet the diagnostic criteria for frontotemporal dementia. The timecourse of behavioral and cognitive involvement in ALS is unclear. Whereas longitudinal studies have failed to show cognitive decline over time, some cross-sectional studies have demonstrated poorer cognitive performances in the advanced stages of the disease. Neuroimaging studies show that in ALS, extra-motor signs and symptoms are associated with specific brain lesions, but little is known about how they change over time. Finally, patients with ALS appear less depressed than might be expected, given the prognosis. Moreover, many patients achieve satisfactory psychosocial adjustment throughout the course of the disease, regardless of their degree of motor disability. There are scant longitudinal data on extra-motor impairment in ALS, and to our knowledge, no systematic review on this subject has yet been published. Even so, a better understanding of patients' clinical trajectory is essential if they are to be provided with tailored care and given the best possible support. We therefore undertook to review the evidence for extra-motor changes and their time course in ALS, in both the cognitive, emotional and psychological domains, with a view to identifying mechanisms that may help these patients cope with their disease.
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Affiliation(s)
| | - Béatrice Desgranges
- Neuropsychology and Imaging of Human Memory, Normandy University-PSL Research University-EPHE-INSERM U1077, Caen University Hospital, Caen, France
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Bertrand A, Wen J, Rinaldi D, Houot M, Sayah S, Camuzat A, Fournier C, Fontanella S, Routier A, Couratier P, Pasquier F, Habert MO, Hannequin D, Martinaud O, Caroppo P, Levy R, Dubois B, Brice A, Durrleman S, Colliot O, Le Ber I. Early Cognitive, Structural, and Microstructural Changes in Presymptomatic C9orf72 Carriers Younger Than 40 Years. JAMA Neurol 2019; 75:236-245. [PMID: 29197216 DOI: 10.1001/jamaneurol.2017.4266] [Citation(s) in RCA: 107] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Importance Presymptomatic carriers of chromosome 9 open reading frame 72 (C9orf72) mutation, the most frequent genetic cause of frontotemporal lobar degeneration and amyotrophic lateral sclerosis, represent the optimal target population for the development of disease-modifying drugs. Preclinical biomarkers are needed to monitor the effect of therapeutic interventions in this population. Objectives To assess the occurrence of cognitive, structural, and microstructural changes in presymptomatic C9orf72 carriers. Design, Setting, and Participants The PREV-DEMALS study is a prospective, multicenter, observational study of first-degree relatives of individuals carrying the C9orf72 mutation. Eighty-four participants entered the study between October 2015 and April 2017; 80 (95%) were included in cross-sectional analyses of baseline data. All participants underwent neuropsychological testing and magnetic resonance imaging; 63 (79%) underwent diffusion tensor magnetic resonance imaging. Gray matter volumes and diffusion tensor imaging metrics were calculated within regions of interest. Anatomical and microstructural differences between individuals who carried the C9orf72 mutation (C9+) and those who did not carry the C9orf72 mutation (C9-) were assessed using linear mixed-effects models. Data were analyzed from October 2015 to April 2017. Main Outcomes and Measures Differences in neuropsychological scores, gray matter volume, and white matter integrity between C9+ and C9- individuals. Results Of the 80 included participants, there were 41 C9+ individuals (24 [59%] female; mean [SD] age, 39.8 [11.1] years) and 39 C9- individuals (24 [62%] female; mean [SD] age, 45.2 [13.9] years). Compared with C9- individuals, C9+ individuals had lower mean (SD) praxis scores (163.4 [6.1] vs 165.3 [5.9]; P = .01) and intransitive gesture scores (34.9 [1.6] vs 35.7 [1.5]; P = .004), atrophy in 8 cortical regions of interest and in the right thalamus, and white matter alterations in 8 tracts. When restricting the analyses to participants younger than 40 years, compared with C9- individuals, C9+ individuals had lower praxis scores and intransitive gesture scores, atrophy in 4 cortical regions of interest and in the right thalamus, and white matter alterations in 2 tracts. Conclusions and Relevance Cognitive, structural, and microstructural alterations are detectable in young C9+ individuals. Early and subtle praxis alterations, underpinned by focal atrophy of the left supramarginal gyrus, may represent an early and nonevolving phenotype related to neurodevelopmental effects of C9orf72 mutation. White matter alterations reflect the future phenotype of frontotemporal lobar degeneration/amyotrophic lateral sclerosis, while atrophy appears more diffuse. Our results contribute to a better understanding of the preclinical phase of C9orf72 disease and of the respective contribution of magnetic resonance biomarkers. Trial Registration clinicaltrials.gov Identifier: NCT02590276.
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Affiliation(s)
- Anne Bertrand
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Aramis Project Team, Inria Research Center of Paris, Paris, France.,Department of Neuroradiology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Department of Radiology, Hôpital Saint Antoine, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Junhao Wen
- Aramis Project Team, Inria Research Center of Paris, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Paris, France
| | - Daisy Rinaldi
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Centre de Référence des Démences Rares ou Précoces, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Marion Houot
- Institute of Memory and Alzheimer's Disease, Centre of Excellence of Neurodegenerative Disease, Department of Neurology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Sabrina Sayah
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Paris, France
| | - Agnès Camuzat
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Paris, France
| | - Clémence Fournier
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Paris, France
| | - Sabrina Fontanella
- Aramis Project Team, Inria Research Center of Paris, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Paris, France
| | - Alexandre Routier
- Aramis Project Team, Inria Research Center of Paris, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Paris, France
| | - Philippe Couratier
- Department of Neurology, Amyotrophic Lateral Sclerosis Center, Centre Hospitalier Universitaire de Limoges, Limoges, France.,Limoges University, Institut d'Epidémiologie Neurologique et Neurologie Tropicale, Centre National de la Recherche Scientifique, Fédération de Recherche 3503, Institut Génomique, Environnement, Immunité, Santé et Thérapeutiques, Limoges, France
| | - Florence Pasquier
- Neurology Department, National Reference Center for Young Onset Dementia, Centre Hospitalier Régional Universitaire de Lille, INSERM U1171, Lille, France.,Equipe d'accueil 1046, Maladie d'Alzheimer et Pathologies Vasculaires, Lille University, Lille, France
| | - Marie-Odile Habert
- Department of Nuclear Medicine, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Laboratoire d'Imagerie Biomédicale, Sorbonne Universités, Université Pierre et Marie Curie Paris 06, INSERM U1146, Centre National de la Recherche Scientifique, UMR 7371, Paris, France
| | - Didier Hannequin
- Centre National de Référence pour les Malades Alzheimer Jeunes, Centre Hospitalier Universitaire de Rouen, INSERM 1245, Rouen, France.,Department of Neurology, Centre Hospitalier Universitaire de Rouen, Rouen, France
| | - Olivier Martinaud
- Centre National de Référence pour les Malades Alzheimer Jeunes, Centre Hospitalier Universitaire de Rouen, INSERM 1245, Rouen, France.,Department of Neurology, Centre Hospitalier Universitaire de Rouen, Rouen, France
| | - Paola Caroppo
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Paris, France.,Division of Neurology V and Neuropathology, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta, Milano, Italy
| | - Richard Levy
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Centre de Référence des Démences Rares ou Précoces, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Institute of Memory and Alzheimer's Disease, Centre of Excellence of Neurodegenerative Disease, Department of Neurology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Bruno Dubois
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Centre de Référence des Démences Rares ou Précoces, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Institute of Memory and Alzheimer's Disease, Centre of Excellence of Neurodegenerative Disease, Department of Neurology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Alexis Brice
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Stanley Durrleman
- Aramis Project Team, Inria Research Center of Paris, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Paris, France
| | - Olivier Colliot
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Aramis Project Team, Inria Research Center of Paris, Paris, France.,Centre pour l'Acquisition et le Traitement des Images, Institut du Cerveau et la Moelle, Paris, France
| | - Isabelle Le Ber
- Sorbonne Universités, Université Pierre et Marie Curie Paris 06, Institut National de la Santé et de la Recherche Médicale, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Centre de Référence des Démences Rares ou Précoces, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France.,Institute of Memory and Alzheimer's Disease, Centre of Excellence of Neurodegenerative Disease, Department of Neurology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
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Bede P. The histological correlates of imaging metrics: postmortem validation of in vivo findings. Amyotroph Lateral Scler Frontotemporal Degener 2019; 20:457-460. [PMID: 31293187 DOI: 10.1080/21678421.2019.1639195] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Peter Bede
- Computational Neuroimaging Group, Trinity College Dublin , Dublin , Ireland
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Chipika RH, Finegan E, Li Hi Shing S, Hardiman O, Bede P. Tracking a Fast-Moving Disease: Longitudinal Markers, Monitoring, and Clinical Trial Endpoints in ALS. Front Neurol 2019; 10:229. [PMID: 30941088 PMCID: PMC6433752 DOI: 10.3389/fneur.2019.00229] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Accepted: 02/22/2019] [Indexed: 12/13/2022] Open
Abstract
Amyotrophic lateral sclerosis (ALS) encompasses a heterogeneous group of phenotypes with different progression rates, varying degree of extra-motor involvement and divergent progression patterns. The natural history of ALS is increasingly evaluated by large, multi-time point longitudinal studies, many of which now incorporate presymptomatic and post-mortem assessments. These studies not only have the potential to characterize patterns of anatomical propagation, molecular mechanisms of disease spread, but also to identify pragmatic monitoring markers. Sensitive markers of progressive neurodegenerative change are indispensable for clinical trials and individualized patient care. Biofluid markers, neuroimaging indices, electrophysiological markers, rating scales, questionnaires, and other disease-specific instruments have divergent sensitivity profiles. The discussion of candidate monitoring markers in ALS has a dual academic and clinical relevance, and is particularly timely given the increasing number of pharmacological trials. The objective of this paper is to provide a comprehensive and critical review of longitudinal studies in ALS, focusing on the sensitivity profile of established and emerging monitoring markers.
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Affiliation(s)
| | - Eoin Finegan
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Stacey Li Hi Shing
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Orla Hardiman
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Peter Bede
- Computational Neuroimaging Group, Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
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Floeter MK, Gendron TF. Biomarkers for Amyotrophic Lateral Sclerosis and Frontotemporal Dementia Associated With Hexanucleotide Expansion Mutations in C9orf72. Front Neurol 2018; 9:1063. [PMID: 30568632 PMCID: PMC6289985 DOI: 10.3389/fneur.2018.01063] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Accepted: 11/21/2018] [Indexed: 12/11/2022] Open
Abstract
Now that genetic testing can identify persons at risk for developing amyotrophic lateral sclerosis (ALS) many decades before symptoms begin, there is a critical need for biomarkers that signal the onset and progression of degeneration. The search for candidate disease biomarkers in patients with mutations in the gene C9orf72 has included imaging, physiology, and biofluid measurements. In cross-sectional imaging studies, C9+ ALS patients display diffuse reductions of gray and white matter integrity compared to ALS patients without mutations. This structural imaging signature overlaps with frontotemporal dementia (FTD), reflecting the frequent co-occurrence of cognitive impairment, even frank FTD, in C9+ ALS patients. Changes in functional connectivity occur as critical components of the networks associated with cognition and behavior degenerate. In presymptomatic C9+carriers, subtle differences in volumes of subcortical structures and functional connectivity can be detected, often decades before the typical family age of symptom onset. Dipeptide repeat proteins produced by the repeat expansion mutation are also measurable in the cerebrospinal fluid (CSF) of presymptomatic gene carriers, possibly throughout their lives. In contrast, a rise in the level of neurofilament proteins in the CSF appears to presage the onset of degeneration in presymptomatic carriers in one longitudinal study. Cross-sectional studies indicate that neurofilament protein levels may provide prognostic information for survival in C9+ ALS patients. Longitudinal studies will be needed to validate the candidate biomarkers discussed here. Understanding how these candidate biomarkers change over time is critical if they are to be used in future therapeutic decisions.
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Affiliation(s)
- Mary Kay Floeter
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, United States
| | - Tania F Gendron
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, United States
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31
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Floeter MK, Danielian LE, Braun LE, Wu T. Longitudinal diffusion imaging across the C9orf72 clinical spectrum. J Neurol Neurosurg Psychiatry 2018; 89:53-60. [PMID: 29054917 PMCID: PMC6454927 DOI: 10.1136/jnnp-2017-316799] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Revised: 09/26/2017] [Accepted: 10/04/2017] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Discrepancies between diffusion tensor imaging (DTI) findings and functional rating scales in amyotrophic lateral sclerosis (ALS) may be due to symptom heterogeneity, particularly coexisting cognitive-behavioural dysfunction affecting non-motor regions of the brain. Carriers of expansion mutations in the C9orf72 gene, whose motor and cognitive-behavioural symptoms span a range from ALS to frontotemporal dementia, present an opportunity to evaluate the relationship between symptom heterogeneity and DTI changes. METHODS Twenty-eight C9orf72 mutation carriers with varied cognitive and motor symptoms underwent clinical evaluation and DTI imaging. Twenty returned for two or more follow-up evaluations. Each evaluation included motor, executive and behavioural scales and disease staging using the King's college staging system. RESULTS Widespread reduction of white matter integrity occurred in C9orf72 mutation carriers compared with 28 controls. The ALS Functional Rating Scale (ALSFRS-R) and King's stage correlated with DTI measures of the corticospinal tract and mid-callosum. Cognitive and behavioural scores correlated with diffusion measures of frontal white matter. King's stage, but not ALSFRS-R, correlated with anterior callosum DTI measures. Over a 6-month follow-up, DTI changes spread from anterior to posterior, and from deep to superficial subcortical white matter. In C9orf72 carriers with ALS or ALS-FTD, changes in corticospinal tractography measures correlated with changes in ALSFRS-R. CONCLUSION Discrepancies between DTI findings and clinical measures of disease severity in ALS may partly be accounted for by cognitive-behavioural deficits affecting extramotor white matter tracts. Both ALSFRS-R and King's stage correlated with corticospinal DTI measures. Group-level DTI changes could be detected over 6 months.
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Affiliation(s)
- Mary Kay Floeter
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
| | - Laura E Danielian
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
| | - Laura E Braun
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
| | - Tianxia Wu
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
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