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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] [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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Tappenden P, Hardiman O, Kwon SH, Mon-Yee M, Galvin M, McDermott C. A Model-Based Economic Evaluation of Hypothetical Treatments for Amyotrophic Lateral Sclerosis in the UK: Implications for Pricing of New and Emerging Health Technologies. PHARMACOECONOMICS 2024; 42:1003-1016. [PMID: 38819717 DOI: 10.1007/s40273-024-01395-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/09/2024] [Indexed: 06/01/2024]
Abstract
BACKGROUND Amyotrophic lateral sclerosis (ALS) is a devastating disease which leads to loss of muscle function and paralysis. Historically, clinical drug development has been unsuccessful, but promising disease-modifying therapies (DMTs) may be on the horizon. OBJECTIVES The aims of this study were to estimate survival, quality-adjusted life-years (QALYs) and costs under current care, and to explore the conditions under which new therapies might be considered cost effective. METHODS We developed a health economic model to evaluate the cost effectiveness of future ALS treatments from a UK National Health Service and Personal Social Services perspective over a lifetime horizon using data from the ALS-CarE study. Costs were valued at 2021/22 prices. Two hypothetical interventions were evaluated: a DMT which delays progression and mortality, and a symptomatic therapy which improves utility only. Sensitivity analysis was conducted to identify key drivers of cost effectiveness. RESULTS Starting from King's stage 2, patients receiving current care accrue an estimated 2.27 life-years, 0.75 QALYs and lifetime costs of £68,047. Assuming a 50% reduction in progression rates and a UK-converted estimate of the price of edaravone, the incremental cost-effectiveness ratio for a new DMT versus current care is likely to exceed £735,000 per QALY gained. Symptomatic therapies may be more likely to achieve acceptable levels of cost effectiveness. CONCLUSIONS Regardless of efficacy, DMTs may struggle to demonstrate cost effectiveness, even at a low price. The cost effectiveness of DMTs is likely to be strongly influenced by drug price, the magnitude and durability of relative treatment effects, treatment starting/stopping rules and any additional utility benefits over current care.
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Affiliation(s)
| | - Orla Hardiman
- Academic Unit of Neurology, Trinity College Dublin, Dublin, Ireland
| | | | - Mon Mon-Yee
- SCHARR, University of Sheffield, Sheffield, UK
| | - Miriam Galvin
- Academic Unit of Neurology, Trinity College Dublin, Dublin, Ireland
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Lee SY, Yoo SH, Cho B, Kim KH, Jang MS, Shin J, Hwang I, Choi SJ, Sung JJ, Kim MS. Burden and preparedness of care partners of people living with amyotrophic lateral sclerosis at home in Korea: A care partner survey. Muscle Nerve 2024; 70:306-315. [PMID: 38760965 DOI: 10.1002/mus.28115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Revised: 04/22/2024] [Accepted: 04/24/2024] [Indexed: 05/20/2024]
Abstract
INTRODUCTION/AIMS The care burden of people living with amyotrophic lateral sclerosis (pALS) increases with disease progression. This study aimed to investigate the home care status and preparedness of care partners of pALS (cALS) in Korea. METHODS An online survey was conducted with family care partners of patients diagnosed with ALS for over 1 year in 2022. The data collected included care time, depression evaluated using the patient health questionnaire-9 (PHQ-9), preparedness for caregiving scale (PCS), and caregiver competence scale (CCS). Results were compared based on whether the pALS underwent a tracheostomy or not. RESULTS Ninety-eight cALS of 98 pALS participated in the study, of whom 59 pALS had undergone tracheostomy. Among the cALS, 60.2% were spouses, and 34.7% were children. The cALS took care of the patients for 13 (8-20) hours/day (median, interquartile range [IQR]) on weekdays and 15 (10-24) h/day on weekends. Among the cALS, 91.8% were depressed, and 28.6% had severe depression. The median (IQR) PCS and CCS scores were low (11/32 (8-15) and 8/20 (8-11), respectively), and both were lower in those caring for patients without than with tracheostomy (p < .001 and p < .02, respectively). Most cALS (77.6%) wished to continue caring for their pALS at home. DISCUSSION Family care partners of pALS spend more than half of each day caring for patients and are often depressed. Most cALS preferred providing care at home, but felt ill-prepared. Designing home-based medical care is necessary for pALS to thrive at home.
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Affiliation(s)
- Sun Young Lee
- Public Healthcare Center, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Human Systems Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Shin Hye Yoo
- Department of Human Systems Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Center for Palliative Care and Clinical Ethics, Seoul National University Hospital, Seoul, Republic of Korea
| | - Belong Cho
- Public Healthcare Center, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Human Systems Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Institute on Aging, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Kye Hyung Kim
- Public Healthcare Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Min Seoul Jang
- Seoul National University Graduate School of Public Health, Seoul, Republic of Korea
| | - Jeongmi Shin
- Public Healthcare Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Inyoung Hwang
- Public Healthcare Center, Seoul National University Hospital, Seoul, Republic of Korea
| | - Seok-Jin Choi
- Department of Neurology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Jung-Joon Sung
- Department of Neurology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Min Sun Kim
- Public Healthcare Center, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Pediatrics, Seoul National University College of Medicine and Hospital, Seoul, Republic of Korea
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Sopranzi FM, Faragalli A, Pompili M, Carle F, Gesuita R, Ceravolo MG. Incidence of amyotrophic lateral sclerosis before and during the COVID-19 pandemic: evidence from an 8-year population-based study in Central Italy based on healthcare utilization databases. Amyotroph Lateral Scler Frontotemporal Degener 2024; 25:554-562. [PMID: 38557366 DOI: 10.1080/21678421.2024.2336127] [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: 08/15/2023] [Revised: 03/17/2024] [Accepted: 03/24/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Amyotrophic Lateral Sclerosis (ALS) is a fatal neurodegenerative disorder with a high multidimensional burden, with an obscure etiopathogenesis. METHODS We designed a longitudinal, population-based study of people residing in Central Italy (Marche Region) who were beneficiaries of the National Health System. People with an unprecedented ALS hospitalization (335.20 ICD-9 CM) or tagged with an ALS exemption between 2014 and 2021 were considered incident cases. ALS cases residing in the region for <3 years or with an active ALS exemption or hospitalized for ALS before 2014 were excluded. We used secondary sources to identify new ALS diagnoses. The regional referral center for ALS's database was used to test the accuracy of secondary sources in detecting cases. ALS mean incidence was compared to that reported in similar studies conducted in Italy. The incidence rate trend adjusted by sex and age was evaluated using the Poisson regression model. RESULTS We detected 425 new ALS cases (median age: 70y) in the 2014-2021 period, with a mean incidence of 3.5:100,000 py (95%CI: 3.2-3.8; M:F = 1.2), similar to that reported in similar studies conducted in Italy. No trend was observed during 2014-2019. After including 2020-2021 in the model, we observed a mean decrease in incidence of 5.8% (95% CI 2.0%; 9.5%, p = 0.003). CONCLUSION We show a decrease in the incidence rate of ALS in Marche, during the 2014-2021 period, as a possible outcome of a delayed neurological assessment and diagnosis during the pandemic. An ad hoc developed identification algorithm, based on healthcare utilization databases, is a valuable tool to assess the health impact of global contingencies.
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Affiliation(s)
- Federico Maria Sopranzi
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, Ancona, Italy
| | - Andrea Faragalli
- Center of Epidemiology, Biostatistics and Medical Information Technology, Polytechnic University of Marche, Ancona, Italy
- Department of Biomedical Sciences and Public Health, Polytechnic University of Marche, Ancona, Italy, and
| | | | - Flavia Carle
- Center of Epidemiology, Biostatistics and Medical Information Technology, Polytechnic University of Marche, Ancona, Italy
- Department of Biomedical Sciences and Public Health, Polytechnic University of Marche, Ancona, Italy, and
| | - Rosaria Gesuita
- Center of Epidemiology, Biostatistics and Medical Information Technology, Polytechnic University of Marche, Ancona, Italy
- Department of Biomedical Sciences and Public Health, Polytechnic University of Marche, Ancona, Italy, and
| | - Maria Gabriella Ceravolo
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, Ancona, Italy
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Levison LS, Jepsen P, Andersen H. Registration of Amyotrophic Lateral Sclerosis: Validity in the Danish National Patient Registry. Clin Epidemiol 2024; 16:409-415. [PMID: 38860134 PMCID: PMC11164206 DOI: 10.2147/clep.s458661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 05/06/2024] [Indexed: 06/12/2024] Open
Abstract
Purpose Health care databases are a valuable source for epidemiological research on amyotrophic lateral sclerosis (ALS) if diagnosis codes are valid. We evaluated the validity of the diagnostic codes for ALS in the Danish National Patient Registry (DNPR). Patients and Methods We obtained data from the DNPR for all adult (>17 years) patients registered with ALS in Denmark between 1987 and 2022 (median population of 4.2 million during the study period). We randomly selected adult patients living in the North Denmark Region and Central Denmark Region (median population 1.4 million), with a primary discharge diagnosis code of ALS, diagnosed at three departments of neurology. We retrieved and reviewed medical records and estimated the positive predictive value (PPV) of the ALS diagnosis. Results Over 36 years, we identified 5679 patients. From the validation cohort of 300 patients, we were able to retrieve 240 (80%) medical records, and 215 ALS diagnoses were confirmed. The overall positive predictive value was 89.6% (95% confidence interval (CI): 85.1-92.8). The highest PPV was achieved for diagnoses registered for patients aged ≥70 years (93.8; 95% CI: 86.2-97.3) compared to patients <60 years (83.4; 95% CI: 73.3-90.7). Conclusion We found a high PPV of primary diagnostic codes for ALS from Danish departments of neurology, demonstrating high validity. Thus, the DNPR is a well-suited data source for large-scale epidemiological research on ALS.
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Affiliation(s)
| | - Peter Jepsen
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Henning Andersen
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
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Gebrehiwet P, Brekke J, Rudnicki SA, Mellor J, Wright J, Earl L, Ball N, Iqbal H, Thomas O, Castellano G. Time from amyotrophic lateral sclerosis symptom onset to key disease milestones: analysis of data from a multinational cross-sectional survey. Amyotroph Lateral Scler Frontotemporal Degener 2024; 25:345-357. [PMID: 38156828 DOI: 10.1080/21678421.2023.2297795] [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: 08/25/2023] [Accepted: 12/11/2023] [Indexed: 01/03/2024]
Abstract
OBJECTIVE To determine the average time from Amyotrophic Lateral Sclerosis (ALS) symptom onset to 11 pre-defined milestones, overall and according to ALS progression rate and geographic location. METHODS Data were drawn from the Adelphi Real World ALS Disease-Specific ProgrammeTM, a point-in-time survey of neurologists caring for people living with ALS (pALS) conducted in France, Germany, Italy, Spain, the United Kingdom and the United States from 2020-2021. ALS progression rate was calculated using time since symptom onset and ALS Functional Rating Scale Revised score. RESULTS Survey results were available for N = 1003 pALS (progression rate for N = 867). Mean time from symptom onset was 3.8 months to first consultation, 8.0 months to diagnosis, 16.2 months to employment change (part-time/sick leave/retirement/unemployment), 17.5 months to use of a walking aid, 18.5 months to first occurrence of caregiver support, 22.8 months to use of a wheelchair, 24.6 months to use of a communication aid, 27.3 months to use of a respiratory aid, 28.6 months to use of gastrostomy feeding, 29.7 months to use of eye gaze technology and 30.3 months to entering a care facility. Multivariate analysis indicated significant effects of fast (versus slow) progression rate on time to reach all 11 milestones, as well as US (versus European) location, age, body mass index and bulbar onset (versus other) on time to reach milestones. CONCLUSIONS pALS rapidly reached clinical and disease-related milestones within 30 months from symptom onset. Milestones were reached significantly faster by pALS with fast versus slow progression. Geographic differences were observed.
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Affiliation(s)
- Paulos Gebrehiwet
- Health Economics and Outcomes Research, Cytokinetics, Incorporated ,South San Francisco, CA, USA
| | - Johan Brekke
- Medical Affairs, Cytokinetics, Incorporated, South San Francisco, CA, USA
| | - Stacy A Rudnicki
- Clinical Research, Cytokinetics, Incorporated, South San Francisco, CA, USA and
| | | | - Jack Wright
- Real World Evidence, Adelphi Real World, Bollington, UK
| | - Lucy Earl
- Real World Evidence, Adelphi Real World, Bollington, UK
| | - Nathan Ball
- Real World Evidence, Adelphi Real World, Bollington, UK
| | - Halima Iqbal
- Real World Evidence, Adelphi Real World, Bollington, UK
| | - Owen Thomas
- Real World Evidence, Adelphi Real World, Bollington, UK
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Dey B, Kumar A, Patel AB. Pathomechanistic Networks of Motor System Injury in Amyotrophic Lateral Sclerosis. Curr Neuropharmacol 2024; 22:1778-1806. [PMID: 37622689 PMCID: PMC11284732 DOI: 10.2174/1570159x21666230824091601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 05/25/2023] [Accepted: 06/06/2023] [Indexed: 08/26/2023] Open
Abstract
Amyotrophic Lateral Sclerosis (ALS) is the most common, adult-onset, progressive motor neurodegenerative disorder that results in death within 3 years of the clinical diagnosis. Due to the clinicopathological heterogeneity, any reliable biomarkers for diagnosis or prognosis of ALS have not been identified till date. Moreover, the only three clinically approved treatments are not uniformly effective in slowing the disease progression. Over the last 15 years, there has been a rapid advancement in research on the complex pathomechanistic landscape of ALS that has opened up new avenues for successful clinical translation of targeted therapeutics. Multiple studies suggest that the age-dependent interaction of risk-associated genes with environmental factors and endogenous modifiers is critical to the multi-step process of ALS pathogenesis. In this review, we provide an updated discussion on the dysregulated cross-talk between intracellular homeostasis processes, the unique molecular networks across selectively vulnerable cell types, and the multisystemic nature of ALS pathomechanisms. Importantly, this work highlights the alteration in epigenetic and epitranscriptomic landscape due to gene-environment interactions, which have been largely overlooked in the context of ALS pathology. Finally, we suggest that precision medicine research in ALS will be largely benefitted from the stratification of patient groups based on the clinical phenotype, onset and progression, genome, exposome, and metabolic identities.
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Affiliation(s)
- Bedaballi Dey
- CSIR-Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad 500007, Telangana, India
- AcSIR-Academy of Scientific and Innovative Research, Ghaziabad 201002, Uttar Pradesh, India
| | - Arvind Kumar
- CSIR-Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad 500007, Telangana, India
- AcSIR-Academy of Scientific and Innovative Research, Ghaziabad 201002, Uttar Pradesh, India
| | - Anant Bahadur Patel
- CSIR-Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad 500007, Telangana, India
- AcSIR-Academy of Scientific and Innovative Research, Ghaziabad 201002, Uttar Pradesh, India
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Barberio J, Lally C, Kupelian V, Hardiman O, Flanders WD. Estimated Familial Amyotrophic Lateral Sclerosis Proportion: A Literature Review and Meta-analysis. Neurol Genet 2023; 9:e200109. [PMID: 38045991 PMCID: PMC10689005 DOI: 10.1212/nxg.0000000000200109] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 09/22/2023] [Indexed: 12/05/2023]
Abstract
Background and Objectives Amyotrophic lateral sclerosis (ALS) is a rare neurodegenerative disorder. Familial (fALS) cases are usually reported to constitute 5%-10% of all ALS cases; however, no recent literature review or meta-analysis of this proportion (referred to throughout as "proportion fALS") has been conducted. Our objective was to estimate the proportion fALS by geographic region and to assess the effect of study characteristics on the estimates. Methods A comprehensive literature review was performed to identify all original studies reporting the number of fALS cases in an ALS cohort. The results were stratified by geographic region, study design (case series or population-based), and decade of study publication. Subgroup analyses were conducted according to family history criteria used to define fALS. We report pooled estimates of the proportion fALS from random-effects meta-analyses when >2 studies are available and I2 is < 90%; weighted averages and ranges are otherwise presented. Results The overall pooled proportion fALS based on a total 165 studies was 8% (0%, 71%). The proportion fALS was 9% (0%, 71%) among 107 case series and 5% (4%, 6%) among 58 population-based studies. Among population-based studies, proportion fALS by geographic region was 6% (5%, 7%; N = 37) for Europe, 5% (3%, 7%; N = 5) for Latin America, and 5% (4%, 7%; N = 12) for North America. Criteria used to define fALS were reported by 21 population-based studies (36%), and proportion fALS was 5% (4%, 5%; N = 9) for first-degree relative, 7% (4%, 11%; N = 4) for first or second-degree relative, and 11% (N = 1) for more distant ALS family history. Population-based studies published in the 2000s or earlier generated a lower pooled proportion fALS than studies published in the 2010s or later. Discussion The results suggest that variability in the reported proportion fALS in the literature may be, in part, due to the differences in geography, study design, fALS definition, and decade of case ascertainment. Few studies outside of European ancestral populations were available. The proportion fALS was marginally higher among case series compared with population-based studies, likely because of referral bias. Criteria used to define fALS were largely unreported. Consensus criteria for fALS and additional population-based studies in non-European ancestral populations are needed.
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Affiliation(s)
- Julie Barberio
- From the Epidemiologic Research and Methods LLC (J.B., C.L., W.D.F.); Rollins School of Public Health (J.B., W.D.F.), Emory University, Atlanta, GA; Biogen (V.K.), Cambridge, MA; and Trinity Biomedical Sciences Institute (O.H.), Dublin, Ireland
| | - Cathy Lally
- From the Epidemiologic Research and Methods LLC (J.B., C.L., W.D.F.); Rollins School of Public Health (J.B., W.D.F.), Emory University, Atlanta, GA; Biogen (V.K.), Cambridge, MA; and Trinity Biomedical Sciences Institute (O.H.), Dublin, Ireland
| | - Varant Kupelian
- From the Epidemiologic Research and Methods LLC (J.B., C.L., W.D.F.); Rollins School of Public Health (J.B., W.D.F.), Emory University, Atlanta, GA; Biogen (V.K.), Cambridge, MA; and Trinity Biomedical Sciences Institute (O.H.), Dublin, Ireland
| | - Orla Hardiman
- From the Epidemiologic Research and Methods LLC (J.B., C.L., W.D.F.); Rollins School of Public Health (J.B., W.D.F.), Emory University, Atlanta, GA; Biogen (V.K.), Cambridge, MA; and Trinity Biomedical Sciences Institute (O.H.), Dublin, Ireland
| | - W Dana Flanders
- From the Epidemiologic Research and Methods LLC (J.B., C.L., W.D.F.); Rollins School of Public Health (J.B., W.D.F.), Emory University, Atlanta, GA; Biogen (V.K.), Cambridge, MA; and Trinity Biomedical Sciences Institute (O.H.), Dublin, Ireland
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9
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McFarlane R, Peelo C, Galvin M, Heverin M, Hardiman O. Epidemiologic Trends of Amyotrophic Lateral Sclerosis in Ireland, 1996-2021. Neurology 2023; 101:e1905-e1912. [PMID: 37748881 PMCID: PMC10663006 DOI: 10.1212/wnl.0000000000207797] [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: 05/24/2023] [Accepted: 07/28/2023] [Indexed: 09/27/2023] Open
Abstract
BACKGROUND AND OBJECTIVES The objective of this study was to examine changes to the incidence, prevalence, age at onset, and survival of patients diagnosed with amyotrophic lateral sclerosis (ALS) in the Republic of Ireland over 25 years. METHODS Incident and prevalent cases of ALS were estimated using the Irish population-based ALS Register, which has been in continuous operation since 1994. Incident cases were age standardized using the direct method and applied to 3 standard populations (Irish, European, and American). Survival was determined using Kaplan-Meier curves and Cox regression models. Non-normally distributed groups were compared using the Kruskal-Wallis test with a Bonferroni correction. RESULTS A total of 2,771 patients with ALS were identified in the Republic of Ireland over 25 years. Incidence per 100,000 was determined for the population older than 15 years. Crude incidence increased from 2.64 to 5.46 per 100,000. Standardized incidence increased from 2.64 to 3.1 per 100,000. Prevalence increased from 5.83 to 8.10 per 100,000. The median age at onset increased from 64 to 67 years. The peak age of incidence increased from those between 70 and 74 years to those between 75 and 79 years. Overall, women had a consistently later median age at onset of 67 years compared with men at 65 years (p < 0.001). No significant difference in survival was noted between those captured across 3 different epochs (1996-2003, 2004-2012, 2013-2021). Older age at onset (hazard ratio [HR] 1.03, CI 1.02-1.04, p < 0.001) was a negative predictive factor of survival in multivariate Cox regression analysis. Riluzole use (HR 0.67, CI 0.50-0.90, p = 0.033) and diagnostic delay (HR 0.98, CI 0.98-0.99, p < 0.001) were positive predictive factors. DISCUSSION Within the Republic of Ireland, the age-standardized overall incidence, peak incidence, prevalence, and age at onset of ALS have all increased over 25 years. Despite the widespread use of noninvasive ventilation, aggressive secretion management, and changes in ALS care, the mean survival within the Irish population has not changed.
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Affiliation(s)
- Robert McFarlane
- From the Academic Unit of Neurology, Trinity College Dublin, Ireland.
| | - Colm Peelo
- From the Academic Unit of Neurology, Trinity College Dublin, Ireland
| | - Miriam Galvin
- From the Academic Unit of Neurology, Trinity College Dublin, Ireland
| | - Mark Heverin
- From the Academic Unit of Neurology, Trinity College Dublin, Ireland
| | - Orla Hardiman
- From the Academic Unit of Neurology, Trinity College Dublin, Ireland
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Ravnik Glavač M, Mezzavilla M, Dolinar A, Koritnik B, Glavač D. Aberrantly Expressed Hsa_circ_0060762 and CSE1L as Potential Peripheral Blood Biomarkers for ALS. Biomedicines 2023; 11:biomedicines11051316. [PMID: 37238987 DOI: 10.3390/biomedicines11051316] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 04/25/2023] [Accepted: 04/26/2023] [Indexed: 05/28/2023] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is a rapidly progressive adult-onset neurodegenerative disease that is often diagnosed with a delay due to initial non-specific symptoms. Therefore, reliable and easy-to-obtain biomarkers are an absolute necessity for earlier and more accurate diagnostics. Circular RNAs (circRNAs) have already been proposed as potential biomarkers for several neurodegenerative diseases. In this study, we further investigated the usefulness of circRNAs as potential biomarkers for ALS. We first performed a microarray analysis of circRNAs on peripheral blood mononuclear cells of a subset of ALS patients and controls. Among the differently expressed circRNA by microarray analysis, we selected only the ones with a host gene that harbors the highest level of conservation and genetic constraints. This selection was based on the hypothesis that genes under selective pressure and genetic constraints could have a major role in determining a trait or disease. Then we performed a linear regression between ALS cases and controls using each circRNA as a predictor variable. With a False Discovery Rate (FDR) threshold of 0.1, only six circRNAs passed the filtering and only one of them remained statistically significant after Bonferroni correction: hsa_circ_0060762 and its host gene CSE1L. Finally, we observed a significant difference in expression levels between larger sets of patients and healthy controls for both hsa_circ_0060762 and CSE1L. CSE1L is a member of the importin β family and mediates inhibition of TDP-43 aggregation; the central pathogenicity in ALS and hsa_circ_0060762 has binding sites for several miRNAs that have been already proposed as biomarkers for ALS. In addition, receiver operating characteristics curve analysis showed diagnostic potential for CSE1L and hsa_circ_0060762. Hsa_circ_0060762 and CSE1L thus represent novel potential peripheral blood biomarkers and therapeutic targets for ALS.
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Affiliation(s)
- Metka Ravnik Glavač
- Institute of Biochemistry and Molecular Genetics, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | | | - Ana Dolinar
- Department of Molecular Genetics, Institute of Pathology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Blaž Koritnik
- Institute of Clinical Neurophysiology, Division of Neurology, University Medical Centre Ljubljana, 1000 Ljubljana, Slovenia
- Department of Neurology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Damjan Glavač
- Department of Molecular Genetics, Institute of Pathology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
- Center for Human Genetics & Pharmacogenomics, Faculty of Medicine, University of Maribor, 2000 Maribor, Slovenia
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Zhang G, E M, Zhou X. Environmental and Occupational solvents exposure and amyotrophic lateral sclerosis: a systematic review and meta-analysis. Neurol Sci 2023:10.1007/s10072-023-06718-8. [PMID: 36897461 DOI: 10.1007/s10072-023-06718-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 02/27/2023] [Indexed: 03/11/2023]
Abstract
Studies focusing on the association between environmental and occupational solvent exposure and amyotrophic lateral sclerosis (ALS) have yielded inconsistent results. Herein we present the results of a meta-analysis on the correlation between solvent exposure and ALS. We searched for eligible studies that reported ALS with exposure to solvents in PubMed, Embase, and Web of Science up to December 2022. The Newcastle-Ottawa scale was used to evaluate the quality of the article and a meta-analysis was performed using a random effect model. Thirteen articles, including two cohort studies and 13 case-control studies with 6365 cases and 173,321 controls were selected. The odds ratio (OR) for the association between solvent exposure and ALS was 1.31 (95% confidence interval [CI], 1.11-1.54) with moderate heterogeneity (I2 = 59.7%; p = 0.002). Subgroup and sensitivity analyses confirmed the results, and publication bias was not detected. These results indicated that environmental and occupational solvent exposure was associated with the risk of ALS.
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Affiliation(s)
- Guoqiang Zhang
- The First People's Hospital of Lianyungang, 6 Zhenhua East Road, Lianyungang, 222061, Jiangsu, People's Republic of China
| | - Meng E
- Yangzhou Center for Disease Control and Prevention, 52 Shangfangsi Road, Yangzhou, 225001, Jiangsu, People's Republic of China
| | - Xin Zhou
- Yangzhou Center for Disease Control and Prevention, 52 Shangfangsi Road, Yangzhou, 225001, Jiangsu, People's Republic of China.
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Tülek Z, Özakgül A, Alankaya N, Dik A, Kaya A, Ünalan PC, Özaydin AN, İdrisoğlu HA. Care burden and related factors among informal caregivers of patients with amyotrophic lateral sclerosis. Amyotroph Lateral Scler Frontotemporal Degener 2023; 24:125-132. [PMID: 35652417 DOI: 10.1080/21678421.2022.2079993] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Objective: Amyotrophic lateral sclerosis (ALS) affects the life of the family caregiver as well as the patient. This study aimed to determine the care burden and related factors among family caregivers of Turkish ALS patients. Methods: This descriptive study was conducted with 108 ALS patients and their informal caregivers through face-to-face interviews at home. The data were collected using the ALS Functional Rating Scale, Zarit Burden Interview, European Quality of Life-Five Dimensions Questionnaire, Multidimensional Scale of Perceived Social Support, and the Hospital Anxiety and Depression Scale. Results: The mean age of the caregivers was 48.1 ± 13.4 years; the vast majority were female, and they were either spouses or children of the patients. While 49.1% reported moderate or severe burden, the quality of life was moderate (mean 70.4 ± 22.8). The caregiver burden was related to sex and the functional state of the patient, as well as caregiver factors such as the relation to the patient, sex, health status, time spent for care, and living in the same house with a limited environment. Walking ability, percutaneous endoscopic gastrostomy, tracheostomy, and communication problems were not associated with the burden. Furthermore, burden was associated with the caregiver's quality of life, social support, anxiety, and depression. Conclusions: The present study draws attention to the fact that the care burden in family caregivers of ALS patients is high and their quality of life is impaired. Our findings reveal that not only ALS patients but also caregivers need to be supported with an organized and planned system.
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Affiliation(s)
- Zeliha Tülek
- Department of Medical Nursing, Florence Nightingale Faculty of Nursing, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Aylin Özakgül
- Department of Fundamentals of Nursing, Florence Nightingale Faculty of Nursing, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Naile Alankaya
- Department of Nursing, Faculty of Health Sciences, Canakkale Onsekiz Mart University, Canakkale, Turkey
| | - Aynur Dik
- National Association for Home Care, Istanbul, Turkey
| | - Alper Kaya
- National ALS-MND Association, Izmir Chapter, Turkey
| | - Pemra C Ünalan
- Department of Family Medicine, Faculty of Medicine, Marmara University, Istanbul, Turkey
| | - Ayşe Nilüfer Özaydin
- Department of Public Health, Faculty of Medicine, Marmara University, Istanbul, Turkey, and
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Nona RJ, Xu Z, Robinson GA, Henderson RD, McCombe PA. Age of Onset and Length of Survival of Queensland Patients with Amyotrophic Lateral Sclerosis: Details of Subjects with Early Onset and Subjects with Long Survival. NEURODEGENER DIS 2022; 22:104-121. [PMID: 36587610 PMCID: PMC10627495 DOI: 10.1159/000528875] [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: 06/16/2022] [Accepted: 12/22/2022] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION The aims of the study were to document the characteristics of amyotrophic lateral sclerosis (ALS) patients in Queensland, to examine factors influencing age of onset, and survival, and to study those with early-onset (<45 years) disease and those with long (>5 years) survival. METHODS We studied subjects seen at the ALS Clinic at the Royal Brisbane and Women's Hospital. We recorded sex, age of onset, region of onset, length of survival, presence of family history, type of disease, and evidence of cognitive involvement. We analysed the influence of these features on age of onset and survival. We analysed the features of patients with early onset of disease and patients with long survival. RESULTS There were 855 ALS patients (505 males) in the cohort. The age of onset was lower in males than females, in patients with a family history of ALS compared to those without, and in patients with spinal onset compared to bulbar onset. Early-onset disease was seen in 10% of patients, and had a greater proportion of males, spinal onset, and classical ALS phenotype compared to late-onset disease. Survival was shorter in females, in patients with bulbar onset, and in patients with classical ALS. Long survival was seen in 18% of patients. Patients with long survival had younger age of onset, greater proportion of males, spinal onset, and fewer patients with classical ALS. CONCLUSION Our study confirms that ALS is more prevalent in males and that spinal onset is more common than bulbar onset. Males have earlier onset but longer survival. We found that overall, patients with classical ALS have worse survival than ALS variants, but some patients who were considered to have classical ALS had long survival. This study confirms the similarity of ALS in our region to ALS in other geographical regions.
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Affiliation(s)
- Robert J. Nona
- Centre for Clinical Research, University of Queensland, Herston, Queensland, Australia
| | - Zhouwei Xu
- Department of Neurology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China
| | - Gail A. Robinson
- Queensland Brain Institute and School of Psychology, University of Queensland, St Lucia, Queensland, Australia
| | - Robert D. Henderson
- Centre for Clinical Research, University of Queensland, Herston, Queensland, Australia
- Department of Neurology, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
| | - Pamela A. McCombe
- Centre for Clinical Research, University of Queensland, Herston, Queensland, Australia
- Department of Neurology, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
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14
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Aquilina-Reid C, Brennan S, Curry-Hyde A, Teunisse GM, Janitz M. Circular RNA Expression and Interaction Patterns Are Perturbed in Amyotrophic Lateral Sclerosis. Int J Mol Sci 2022; 23:ijms232314665. [PMID: 36498994 PMCID: PMC9739162 DOI: 10.3390/ijms232314665] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 11/19/2022] [Accepted: 11/23/2022] [Indexed: 11/25/2022] Open
Abstract
Circular RNAs (circRNAs) are a type of long noncoding RNA that are highly abundant and highly conserved throughout evolution and exhibit differential expression patterns in various tissue types in multiple diseases, including amyotrophic lateral sclerosis (ALS). The most well-known function of circRNAs is their ability to act as microRNA (miRNA) sponges. This entails circRNA binding to miRNA, which would otherwise target and degrade messenger RNA, thus affecting gene expression. This study analyzed ALS patient samples from three spinal cord regions to investigate circular transcriptome perturbation and circular RNA-microRNA-mRNA interactions. Using stringent statistical parameters, we identified 92 differentially expressed circRNAs across the spinal cord tissues with the aim of identifying specific circRNAs with biomarker potential. We also found evidence for differential expression of 37 linear RNAs possibly due to miRNA sequestration by circRNAs, thus revealing their potential as novel biomarkers and therapeutic candidates for ALS.
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Affiliation(s)
| | | | - Ashton Curry-Hyde
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW 2052, Australia
| | | | | | - Michael Janitz
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW 2052, Australia
- Paul Flechsig Institute for Brain Research, University of Leipzig, 04103 Leipzig, Germany
- Correspondence: ; Tel.: +61-2-9065-1361
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15
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Punjani R, Larson TC, Wagner L, Davis B, Horton DK, Kaye W. Survival and epidemiology of amyotrophic lateral sclerosis (ALS) cases in the Chicago and Detroit metropolitan cohort: incident cases 2009-2011 and survival through 2018. Amyotroph Lateral Scler Frontotemporal Degener 2022; 24:203-211. [PMID: 36200180 DOI: 10.1080/21678421.2022.2121167] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
Amyotrophic lateral sclerosis (ALS) is a fatal, progressive neurodegenerative disorder. The National ALS Registry launched surveillance projects to understand the distribution of ALS in targeted geographic cohorts. Objective: To describe the demographics, incidence, and survival of persons with ALS (PALS) identified in the Chicago and Detroit area population-based cohort. Methods: Neurologists in the catchment area provided case reports for eligible ALS cases diagnosed and/or cared for from 1 January 2009 through 31 December 2011. Crude incidence rates were calculated for 2009-2011 and stratified by race and ethnicity. Using data from the National Death Index through 2018, we modeled the effect of patient covariates on mortality using the Cox proportional hazard regression. Results: Of the 574 cases, 372 (64.8%) were diagnosed from 2009 to 2011. The combined crude incidence rates for 2009, 2010, and 2011 were 1.44, 1.53, and 1.73 cases per 100,000 person-years, respectively. Of the 486 subjects with complete survival data, 81% were deceased at the end of follow-up. Median survival time was 2.2 years, with 30% and 9% of subjects surviving past 5 and 10 years after diagnosis, respectively. Additionally, female PALS and PALS with longer time between symptom onset and diagnosis experienced longer survival. Nonwhites also experienced longer survival than Whites, except for those cases diagnosed in the younger age categories. Conclusion: Understanding the survival of ALS patients can aid in understanding variable prognostic factors, which can potentially extend survival and improve disease management.
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Affiliation(s)
- Reshma Punjani
- Agency for Toxic Substances and Disease Registry (ATSDR)/Centers for Disease Control and Prevention (CDC), Office of Innovation and Analytics (OIA), Atlanta, GA, USA
| | - Theodore C Larson
- Agency for Toxic Substances and Disease Registry (ATSDR)/Centers for Disease Control and Prevention (CDC), Office of Innovation and Analytics (OIA), Atlanta, GA, USA
| | | | - Bryn Davis
- Agency for Toxic Substances and Disease Registry (ATSDR)/Centers for Disease Control and Prevention (CDC), Office of Innovation and Analytics (OIA), Atlanta, GA, USA
| | - D Kevin Horton
- Agency for Toxic Substances and Disease Registry (ATSDR)/Centers for Disease Control and Prevention (CDC), Office of Innovation and Analytics (OIA), Atlanta, GA, USA
| | - Wendy Kaye
- McKing Consulting Corporation, Atlanta, GA, USA
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16
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Logroscino G, Urso D, Tortelli R. The challenge of amyotrophic lateral sclerosis descriptive epidemiology: to estimate low incidence rates across complex phenotypes in different geographic areas. Curr Opin Neurol 2022; 35:678-685. [PMID: 35946801 PMCID: PMC9593328 DOI: 10.1097/wco.0000000000001097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
PURPOSE OF REVIEW Amyotrophic lateral sclerosis (ALS) is a rare progressive neurodegenerative disease of motor neurons with a fatal outcome. The rareness of the disease and the rapidly fatal course are the main challenges for the ALS epidemiological research. The understanding of ALS has clearly advanced in the recent years both in the genetics and in the leading pathways of disease determinants. Epidemiological research has played a primary role in these discoveries. RECENT FINDINGS Epidemiological studies have shown a variation of incidence, mortality and prevalence of ALS between geographical areas and different populations, supporting the notion that genetic factors, linked to populations' ancestries, along with environmental and lifestyle factors, play a significant role in the occurrence of the disease. The burden of motor neuron diseases is increasing and currently more relevant in high-income countries but increasing at the highest rate in low and middle-income countries. The ALS phenotype is not restricted to motor functions. C9orf72 repeat expansion seems to present a recognizable phenotype characterized by earlier disease onset, the presence of cognitive and behavioural impairment. SUMMARY Population-based disease registries have played a major role in developing new knowledge on ALS, in characterizing genotype-phenotype correlations, in discovering new genetic modifiers and finally in planning research and health services, considering the high cost of motor neuron disease care. Epidemiological research based on multicentre international collaboration is essential to provide new data on ALS, especially in some regions of the world with poor data.
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Affiliation(s)
- Giancarlo Logroscino
- Center for Neurodegenerative Diseases and the Aging Brain, Department of Clinical Research in Neurology, University of Bari ’Aldo Moro’, “Pia Fondazione Cardinale G. Panico”, Tricase, Lecce
- Department of Basic Medicine, Neuroscience, and Sense Organs, University of Bari ’Aldo Moro’, Bari, Italy
| | - Daniele Urso
- Center for Neurodegenerative Diseases and the Aging Brain, Department of Clinical Research in Neurology, University of Bari ’Aldo Moro’, “Pia Fondazione Cardinale G. Panico”, Tricase, Lecce
- Department of Neurosciences, King's College London, Institute of Psychiatry, Psychology and Neuroscience, De Crespigny Park, London, UK
| | - Rosanna Tortelli
- Neuroscience and Rare Diseases Discovery and Translational Area, Roche Pharma Research and Early Development, F. Hoffmann-La Roche Ltd., Basel, Switzerland
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17
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Luker J, Woodman R, Schultz D. The incidence and prevalence of motor neurone disease in South Australia. Amyotroph Lateral Scler Frontotemporal Degener 2022; 24:195-202. [PMID: 35934980 DOI: 10.1080/21678421.2022.2108326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
Background: Motor neurone disease (MND) is a neurodegenerative disease that leads to significant morbidity and mortality. The Global Burden of Disease (GBD) project estimated the MND all-age global prevalence is 4.5 (95% confidence interval (CI)=4.1-5.0) per 100,000 persons and the all-age incidence of 0.78 (95% CI = 0.71-0.86) per 100,000 person-years. Whether the prevalence and incidence of MND within South Australia using registry data is in keeping with these global estimates has not been studied. Objective: To describe the prevalence and annual incidence rates (IRs) of MND in South Australia between 2017 and 2019. Methods: A retrospective cohort study calculating the point prevalence of MND on 31 December 2017, 2018 and 2019 utilizing data from the Australasian Motor Neurone Disease Registry (AMNDR). The annual IRs between 2017 and 2019 were calculated using population data reported in the 2016 Australian census and age-standardized rates utilized the world population from the United Nations Population Division's World Population Prospects. Results: A total of 256 MND patients were identified, of whom 114 were alive on 31 December 2019. Based on the 2016 population of 1,676,653 persons, the estimated prevalence was 6.79 per 100,000 persons. The crude IR for the all-age South Australian population was 3.34 per 100,000 person-years (95% CI, 2.85-3.88). The estimated annual IRs based on those ≥20 yo were 4.98 (3.84-6.35), 3.68 (2.71-4.88), and 4.21 (3.17-5.49) per 100,000 person-years for 2017, 2018, and 2019, respectively. Conclusion: The crude prevalence and incidence of MND in South Australia were considerably higher than global estimates. This may reflect higher rates of the disease or higher rates of case ascertainment compared to the GBD project.
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Affiliation(s)
- Jackson Luker
- College of Medicine and Public Health, Flinders University, Adelaide, Australia and.,Flinders Medical Centre, Bedford Park, Australia
| | - Richard Woodman
- College of Medicine and Public Health, Flinders University, Adelaide, Australia and
| | - David Schultz
- College of Medicine and Public Health, Flinders University, Adelaide, Australia and.,Flinders Medical Centre, Bedford Park, Australia
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18
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Mehta P, Raymond J, Punjani R, Larson T, Han M, Bove F, Horton DK. Incidence of amyotrophic lateral sclerosis in the United States, 2014-2016. Amyotroph Lateral Scler Frontotemporal Degener 2022; 23:378-382. [PMID: 35023792 DOI: 10.1080/21678421.2021.2023190] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Objective: To estimate the incidence of amyotrophic lateral sclerosis (ALS) in the United States for calendar years 2014-2016 using data from the National ALS Registry (Registry). The Registry collects data on ALS patients in the United States to better describe the epidemiology of ALS, examine risk factors such as environmental and occupational exposures, and characterize the demographics of those living with the disease. Methods: To identify adult incident cases of ALS, the Registry compiles data from three national administrative databases (maintained by the Centers for Medicare and Medicaid Services, the Veterans Health Administration, and the Veterans Benefits Administration). For cases that are not included in these databases, the Registry includes data collected from patients who voluntarily enroll via a secure web portal. Results: The Registry identified 5695 ALS cases in 2014; 6045 cases in 2015; and 4861 cases in 2016 for age-adjusted incidence rates of 1.7 (2014), 1.5 (2015), and 1.5 (2016) per 100,000 U.S. population, respectively. ALS was more common among whites, males, and persons aged 60-79 years. Conclusions: This is the first time administrative and self-reported databases have been used to describe the incidence of ALS for the United States resulting in a better estimate of disease demographics.
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Affiliation(s)
- Paul Mehta
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Office of Innovation and Analytics, National ALS Registry, GA, USA and
| | - Jaime Raymond
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Office of Innovation and Analytics, National ALS Registry, GA, USA and
| | - Reshma Punjani
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Office of Innovation and Analytics, National ALS Registry, GA, USA and
| | - Theodore Larson
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Office of Innovation and Analytics, National ALS Registry, GA, USA and
| | - Moon Han
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Office of Innovation and Analytics, National ALS Registry, GA, USA and
| | - Frank Bove
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Office of Community Health and Hazard Assessment, Atlanta, GA, USA
| | - D Kevin Horton
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Office of Innovation and Analytics, National ALS Registry, GA, USA and
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19
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Newell ME, Adhikari S, Halden RU. Systematic and state-of the science review of the role of environmental factors in Amyotrophic Lateral Sclerosis (ALS) or Lou Gehrig's Disease. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 817:152504. [PMID: 34971691 DOI: 10.1016/j.scitotenv.2021.152504] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 12/13/2021] [Accepted: 12/14/2021] [Indexed: 06/14/2023]
Abstract
The etiology of sporadic amyotrophic lateral sclerosis (ALS) is still unclear. We evaluate environmental factors suspected to be associated with ALS for their potential linkage to disease causality and to model geographic distributions of susceptible populations and expected cases worldwide. A PRISMA systematic literature review was performed 2021. Bradford Hill criteria were used to identify and rank environmental factors and a secondary review of ALS diagnoses in population studies and ALS case or cohort studies was conducted. Prevalence rate projection informed estimates of impacted regions and populations. Among 1710 papers identified, 258 met the inclusion criteria, of which 173 responded to at least one of nine Bradford Hill criteria among 83 literature-identified ALS environmental factors. Environmental determinants of ALS in order of decreasing significance were β-N-methylamino-L-alanine (BMAA), formaldehyde, selenium, and heavy metals including manganese, mercury, zinc, and copper. Murine animal models were the most common methodology for exploring environmental factors. Another line of investigation of 62 population exposure studies implicated the same group of environmental agents (mean odds ratios): BMAA (2.32), formaldehyde (1.54), heavy metals (2.99), manganese (3.85), mercury (2.74), and zinc (2.78). An age-adjusted incidence model estimated current total ALS cases globally at ~85,000 people compared to only ~1600 cases projected from the reported ALS incidence in the literature. Modeling with the prevalence microscope equation forecasted an increase in U.S. ALS cases from 16,707 confirmed in 2015 to ~22,650 projected for 2040. Two orthogonal methods employed implicate BMAA, formaldehyde, manganese, mercury, and zinc as environmental factors with strong ALS associations. ALS cases likely are significantly underreported globally, and high vulnerability exists in regions with large aging populations. Recent studies on other diseases with environmental determinants suggest the need to consider additional potential triggers and mechanisms, including exposures to microbial agents and epigenetic modifications.
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Affiliation(s)
- Melanie Engstrom Newell
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Building B, Arizona State University, 1001 S McAllister Ave, Tempe, AZ 85281-8101, USA; School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, USA.
| | - Sangeet Adhikari
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Building B, Arizona State University, 1001 S McAllister Ave, Tempe, AZ 85281-8101, USA; School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ, USA.
| | - Rolf U Halden
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Building B, Arizona State University, 1001 S McAllister Ave, Tempe, AZ 85281-8101, USA; School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, USA; School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ, USA; OneWaterOneHealth, Arizona State University Foundation, 1001 S. McAllister Avenue, Tempe, AZ 85287-8101, USA; Global Futures Laboratory, Arizona State University, 800 S. Cady Mall, Tempe, AZ 85281, USA.
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20
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Wang Y, Yang X, Han Q, Liu M, Zhou C. Prevalence of Sialorrhea Among Amyotrophic Lateral Sclerosis Patients: A Systematic Review and Meta-Analysis. J Pain Symptom Manage 2022; 63:e387-e396. [PMID: 34920148 DOI: 10.1016/j.jpainsymman.2021.12.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 12/07/2021] [Accepted: 12/09/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND AND OBJECTIVES Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative motor neuron disease (MND), and sialorrhea is a known symptom in patients with ALS, which may cause a social embarrassment and discomfort. However, people do not pay attention to sialorrhea up to now. This study is aimed at conducting a systematic review and meta-analysis of the pooled prevalence of sialorrhea in ALS patients all around the world and raising awareness of salivation. METHODS We searched PubMed and EMBASE databases to obtain the comprehensive literatures which reported the prevalence of sialorrhea. We used AHRQ and NOS to evaluate the literature quality. Subgroup analyses were performed based on screening instruments and severity of sialorrhea. At the meantime, sensitivity analyses was also conducted to identify the source of heterogeneity. RESULTS A total of 17 eligible studies which included 21 groups of data reported prevalence of sialorrhea. The pooled prevalence of sialorrhea among ALS patients was 30.8% (95% CI: 20.0%-44.2%). For studies using ALSFRS-R, direct questioning, postal survey, and ALSSoL average and ALSFRS-R, the pooled prevalence of sialorrhea was 22.7%, 25.8%, 29.8% and 52.0% respectively. According to the severity of sialorrhea, the prevalence of mild, moderate, and severe sialorrhea were 25.1%, 11.2%, and 10.5%, respectively. And none of the studies alone had a significant effect on the overall prevalence of sialorrhea after we eliminated each study separately in sensitivity analyses. CONCLUSIONS Sialorrhea is a relatively common symptom in ALS patients with a comparatively high prevalence. In our study, we found that the prevalence of sialorrhea in ALS patients is relatively higher than the results based on direct questioning or postal survey. Therefore, we deduced that sialorrhea should be evaluated by more complex professional assessment scales to improve the quality of life and improve early prognosis of disease.
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Affiliation(s)
- Yao Wang
- Department of Neurology, (Y.W., X.Y., M.L.) The Affiliated Hospital of Qingdao University, Qingdao, Shandong Province, China.
| | - Xiaoyu Yang
- Department of Neurology, (Y.W., X.Y., M.L.) The Affiliated Hospital of Qingdao University, Qingdao, Shandong Province, China
| | - Qun Han
- Department of Orthopedics, (Q.H.) Xianggong Central Health Center, Linyi, Shandong Province, China
| | - Min Liu
- Department of Neurology, (Y.W., X.Y., M.L.) The Affiliated Hospital of Qingdao University, Qingdao, Shandong Province, China
| | - Chang Zhou
- Department of Neurology, (Y.W., X.Y., M.L.) The Affiliated Hospital of Qingdao University, Qingdao, Shandong Province, China.
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21
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HPLC-MS/MS Oxylipin Analysis of Plasma from Amyotrophic Lateral Sclerosis Patients. Biomedicines 2022; 10:biomedicines10030674. [PMID: 35327476 PMCID: PMC8945419 DOI: 10.3390/biomedicines10030674] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 02/14/2022] [Accepted: 02/16/2022] [Indexed: 01/27/2023] Open
Abstract
Oxylipins play a critical role in regulating the onset and resolution phase of inflammation. Despite inflammation is a pathological hallmark in amyotrophic lateral sclerosis (ALS), the plasma oxylipin profile of ALS patients has not been assessed yet. Herein, we develop an oxylipin profile-targeted analysis of plasma from 74 ALS patients and controls. We found a significant decrease in linoleic acid-derived oxylipins in ALS patients, including 9-hydroxy-octadecadienoic acid (9-HODE) and 13-HODE. These derivatives have been reported as important regulators of inflammation on different cell systems. In addition, some 5-lipoxygenase metabolites, such as 5-hydroxy- eicosatetraenoic acid also showed a significant decrease in ALS plasma samples. Isoprostanes of the F2α family were detected only in ALS patients but not in control samples, while the hydroxylated metabolite 11-HETE significantly decreased. Despite our effort to analyze specialized pro-resolving mediators, they were not detected in plasma samples. However, we found the levels of 14-hydroxy-docosahexaenoic acid, a marker pathway of the Maresin biosynthesis, were also reduced in ALS patients, suggesting a defective activation in the resolution programs of inflammation in ALS. We further analyze oxylipin concentration levels in plasma from ALS patients to detect correlations between these metabolites and some clinical parameters. Interestingly, we found that plasmatic levels of 13-HODE and 9-HODE positively correlate with disease duration, expressed as days since onset. In summary, we developed a method to analyze “(oxy)lipidomics” in ALS human plasma and found new profiles of metabolites and novel lipid derivatives with unknown biological activities as potential footprints of disease onset.
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22
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Hop PJ, Zwamborn RA, Hannon E, Shireby GL, Nabais MF, Walker EM, van Rheenen W, van Vugt JJ, Dekker AM, Westeneng HJ, Tazelaar GH, van Eijk KR, Moisse M, Baird D, Khleifat AA, Iacoangeli A, Ticozzi N, Ratti A, Cooper-Knock J, Morrison KE, Shaw PJ, Basak AN, Chiò A, Calvo A, Moglia C, Canosa A, Brunetti M, Grassano M, Gotkine M, Lerner Y, Zabari M, Vourc’h P, Corcia P, Couratier P, Pardina JSM, Salas T, Dion P, Ross JP, Henderson RD, Mathers S, McCombe PA, Needham M, Nicholson G, Rowe DB, Pamphlett R, Mather KA, Sachdev PS, Furlong S, Garton FC, Henders AK, Lin T, Ngo ST, Steyn FJ, Wallace L, Williams KL, Neto MM, Cauchi RJ, Blair IP, Kiernan MC, Drory V, Povedano M, de Carvalho M, Pinto S, Weber M, Rouleau GA, Silani V, Landers JE, Shaw CE, Andersen PM, McRae AF, van Es MA, Pasterkamp RJ, Wray NR, McLaughlin RL, Hardiman O, Kenna KP, Tsai E, Runz H, Al-Chalabi A, van den Berg LH, Van Damme P, Mill J, Veldink JH. Genome-wide study of DNA methylation shows alterations in metabolic, inflammatory, and cholesterol pathways in ALS. Sci Transl Med 2022; 14:eabj0264. [PMID: 35196023 PMCID: PMC10040186 DOI: 10.1126/scitranslmed.abj0264] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease with an estimated heritability between 40 and 50%. DNA methylation patterns can serve as proxies of (past) exposures and disease progression, as well as providing a potential mechanism that mediates genetic or environmental risk. Here, we present a blood-based epigenome-wide association study meta-analysis in 9706 samples passing stringent quality control (6763 patients, 2943 controls). We identified a total of 45 differentially methylated positions (DMPs) annotated to 42 genes, which are enriched for pathways and traits related to metabolism, cholesterol biosynthesis, and immunity. We then tested 39 DNA methylation-based proxies of putative ALS risk factors and found that high-density lipoprotein cholesterol, body mass index, white blood cell proportions, and alcohol intake were independently associated with ALS. Integration of these results with our latest genome-wide association study showed that cholesterol biosynthesis was potentially causally related to ALS. Last, DNA methylation at several DMPs and blood cell proportion estimates derived from DNA methylation data were associated with survival rate in patients, suggesting that they might represent indicators of underlying disease processes potentially amenable to therapeutic interventions.
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Affiliation(s)
- Paul J. Hop
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - Ramona A.J. Zwamborn
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - Eilis Hannon
- University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK
| | - Gemma L. Shireby
- University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK
| | - Marta F. Nabais
- University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK
- Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia
| | - Emma M. Walker
- University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK
| | - Wouter van Rheenen
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - Joke J.F.A. van Vugt
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - Annelot M. Dekker
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - Henk-Jan Westeneng
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - Gijs H.P. Tazelaar
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - Kristel R. van Eijk
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - Matthieu Moisse
- KU Leuven–University of Leuven, Department of Neurosciences, Experimental Neurology and Leuven Brain Institute (LBI), Leuven 3000, Belgium
- VIB, Center for Brain and Disease Research, Leuven 3000, Belgium
- University Hospitals Leuven, Department of Neurology, Leuven 3000, Belgium
| | - Denis Baird
- Translational Biology, Biogen, Boston, MA 02142, USA
- MRC Integrative Epidemiology Unit (IEU), Population Health Sciences, University of Bristol, Bristol BS8 2BN, UK
| | - Ahmad Al Khleifat
- Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
| | - Alfredo Iacoangeli
- Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
- National Institute for Health Research Biomedical Research Centre and Dementia Unit, South London and Maudsley NHS Foundation Trust and King’s College London, London SE5 8AZ, UK
| | - Nicola Ticozzi
- Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Istituto Auxologico Italiano IRCCS, Milan 20149, Italy
- Department of Pathophysiology and Transplantation, “Dino Ferrari” Center, Università degli Studi di Milano, Milan 20122, Italy
| | - Antonia Ratti
- Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Istituto Auxologico Italiano IRCCS, Milan 20149, Italy
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milano 20145, Italy
| | - Jonathan Cooper-Knock
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield S10 2HQ, UK
| | - Karen E. Morrison
- School of Medicine, Dentistry, and Biomedical Sciences, Queen’s University Belfast, Belfast BT9 7BL, UK
| | - Pamela J. Shaw
- Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield S10 2HQ, UK
| | - A. Nazli Basak
- Koc University, School of Medicine, Translational Medicine Research Center, NDAL, Istanbul, 34450, Turkey
| | - Adriano Chiò
- “Rita Levi Montalcini” Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy
- Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, SC Neurologia 1U, Turin 10126, Italy
| | - Andrea Calvo
- “Rita Levi Montalcini” Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy
- Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, SC Neurologia 1U, Turin 10126, Italy
| | - Cristina Moglia
- “Rita Levi Montalcini” Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy
- Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, SC Neurologia 1U, Turin 10126, Italy
| | - Antonio Canosa
- “Rita Levi Montalcini” Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy
- Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, SC Neurologia 1U, Turin 10126, Italy
| | - Maura Brunetti
- “Rita Levi Montalcini” Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy
| | - Maurizio Grassano
- “Rita Levi Montalcini” Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy
| | - Marc Gotkine
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel
- Agnes Ginges Center for Human Neurogenetics, Department of Neurology, Hadassah Medical Center, Jerusalem 91120, Israel
| | - Yossef Lerner
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel
- Agnes Ginges Center for Human Neurogenetics, Department of Neurology, Hadassah Medical Center, Jerusalem 91120, Israel
| | - Michal Zabari
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel
- Agnes Ginges Center for Human Neurogenetics, Department of Neurology, Hadassah Medical Center, Jerusalem 91120, Israel
| | - Patrick Vourc’h
- Service de Biochimie et Biologie moléculaire, CHU de Tours, Tours 37044, France
- UMR 1253, Université de Tours, Inserm, Tours 37044, France
| | - Philippe Corcia
- UMR 1253, Université de Tours, Inserm, Tours 37044, France
- Centre de référence sur la SLA, CHU de Tours, Tours 37044, France
| | - Philippe Couratier
- Centre de référence sur la SLA, CHRU de Limoges, Limoges 87042, France
- UMR 1094, Université de Limoges, Inserm, Limoges 87025, France
| | | | - Teresa Salas
- Department of Neurology, Hospital La Paz-Carlos III, Madrid 28046, Spain
| | - Patrick Dion
- Montréal Neurological Institute and Hospital, McGill University, Montréal, QC H3A 2B4, Canada
| | - Jay P. Ross
- Montréal Neurological Institute and Hospital, McGill University, Montréal, QC H3A 2B4, Canada
- Department of Human Genetics, McGill University, Montréal, QC H3A 0C7, Canada
| | - Robert D. Henderson
- Department of Neurology, Royal Brisbane and Women’s Hospital, Brisbane, QLD 4029, Australia
| | - Susan Mathers
- Calvary Health Care Bethlehem, Parkdale, VIC 3195, Australia
| | - Pamela A. McCombe
- Centre for Clinical Research, University of Queensland, Brisbane, QLD 4019, Australia
| | - Merrilee Needham
- Fiona Stanley Hospital, Perth, WA 6150, Australia
- Notre Dame University, Fremantle, WA 6160, Australia
- Institute for Immunology and Infectious Diseases, Murdoch University, Perth, WA 6150, Australia
| | - Garth Nicholson
- ANZAC Research Institute, Concord Repatriation General Hospital, Sydney, NSW 2139, Australia
| | - Dominic B. Rowe
- Centre for Motor Neuron Disease Research, Macquarie University, NSW 2109, Australia
| | - Roger Pamphlett
- Discipline of Pathology and Department of Neuropathology, Brain and Mind Centre, University of Sydney, Sydney, NSW 2050, Australia
| | - Karen A. Mather
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, NSW 2031, Australia
- Neuroscience Research Australia Institute, Randwick, NSW 2031, Australia
| | - Perminder S. Sachdev
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, NSW 2031, Australia
- Neuropsychiatric Institute, Prince of Wales Hospital, UNSW, Randwick, NSW 2031, Australia
| | - Sarah Furlong
- Centre for Motor Neuron Disease Research, Macquarie University, NSW 2109, Australia
| | - Fleur C. Garton
- Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia
| | - Anjali K. Henders
- Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia
| | - Tian Lin
- Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia
| | - Shyuan T. Ngo
- Centre for Clinical Research, University of Queensland, Brisbane, QLD 4019, Australia
- Australian Institute for Bioengineering and Nanotechnology, University of Queensland, Brisbane, QLD 4072, Australia
- Queensland Brain Institute, University of Queensland, Brisbane, QLD 4072, Australia
| | - Frederik J. Steyn
- Centre for Clinical Research, University of Queensland, Brisbane, QLD 4019, Australia
- School of Biomedical Sciences, University of Queensland, Brisbane, QLD 4072, Australia
| | - Leanne Wallace
- Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia
| | - Kelly L. Williams
- Centre for Motor Neuron Disease Research, Macquarie University, NSW 2109, Australia
| | | | | | | | - Ruben J. Cauchi
- Center for Molecular Medicine and Biobanking and Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, 2023 Msida, Malta
| | - Ian P. Blair
- Centre for Motor Neuron Disease Research, Macquarie University, NSW 2109, Australia
| | - Matthew C. Kiernan
- Brain and Mind Centre, University of Sydney, Sydney, NSW, 2050, Australia
- Department of Neurology, Royal Prince Alfred Hospital, Sydney, NSW 2050, Australia
| | - Vivian Drory
- Department of Neurology, Tel-Aviv Sourasky Medical Centre, Tel-Aviv 64239, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv 6997801, Israel
| | - Monica Povedano
- Functional Unit of Amyotrophic Lateral Sclerosis (UFELA), Service of Neurology, Bellvitge University Hospital, L’Hospitalet de Llobregat, Barcelona 08907, Spain
| | - Mamede de Carvalho
- Instituto de Fisiologia, Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon 1649-028, Portugal
| | - Susana Pinto
- Instituto de Fisiologia, Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon 1649-028, Portugal
| | - Markus Weber
- Neuromuscular Diseases Unit/ALS Clinic, Kantonsspital St. Gallen, 9007 St. Gallen, Switzerland
| | - Guy A. Rouleau
- Montréal Neurological Institute and Hospital, McGill University, Montréal, QC H3A 2B4, Canada
| | - Vincenzo Silani
- Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Istituto Auxologico Italiano IRCCS, Milan 20149, Italy
- Department of Pathophysiology and Transplantation, “Dino Ferrari” Center, Università degli Studi di Milano, Milan 20122, Italy
| | - John E. Landers
- Department of Neurology, University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Christopher E. Shaw
- Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
| | - Peter M. Andersen
- Department of Clinical Science, Umeå University, Umeå SE-901 85, Sweden
| | - Allan F. McRae
- Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia
| | - Michael A. van Es
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - R. Jeroen Pasterkamp
- Department of Translational Neuroscience, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, 3584 CX, Netherlands
| | - Naomi R. Wray
- Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia
- Queensland Brain Institute, University of Queensland, Brisbane, QLD 4072, Australia
| | - Russell L. McLaughlin
- Complex Trait Genomics Laboratory, Smurfit Institute of Genetics, Trinity College Dublin, Dublin D02 PN40, Ireland
| | - Orla Hardiman
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin D02 PN40, Ireland
| | - Kevin P. Kenna
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
- Department of Translational Neuroscience, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, 3584 CX, Netherlands
| | - Ellen Tsai
- Translational Biology, Biogen, Boston, MA 02142, USA
| | - Heiko Runz
- Translational Biology, Biogen, Boston, MA 02142, USA
| | - Ammar Al-Chalabi
- Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
- King’s College Hospital, Denmark Hill, London SE5 9RS, UK
| | - Leonard H. van den Berg
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
| | - Philip Van Damme
- KU Leuven–University of Leuven, Department of Neurosciences, Experimental Neurology and Leuven Brain Institute (LBI), Leuven 3000, Belgium
- VIB, Center for Brain and Disease Research, Leuven 3000, Belgium
- University Hospitals Leuven, Department of Neurology, Leuven 3000, Belgium
| | - Jonathan Mill
- University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK
| | - Jan H. Veldink
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands
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23
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Kliest T, Van Eijk RPA, Al-Chalabi A, Albanese A, Andersen PM, Amador MDM, BrÅthen G, Brunaud-Danel V, Brylev L, Camu W, De Carvalho M, Cereda C, Cetin H, Chaverri D, Chiò A, Corcia P, Couratier P, De Marchi F, Desnuelle C, Van Es MA, Esteban J, Filosto M, GarcÍa Redondo A, Grosskreutz J, Hanemann CO, HolmØy T, HØyer H, Ingre C, Koritnik B, Kuzma-Kozakiewicz M, Lambert T, Leigh PN, Lunetta C, Mandrioli J, Mcdermott CJ, Meyer T, Mora JS, Petri S, Povedano MÓ, Reviers E, Riva N, Roes KCB, Rubio MÁ, Salachas F, Sarafov S, SorarÙ G, Stevic Z, Svenstrup K, MØller AT, Turner MR, Van Damme P, Van Leeuwen LAG, Varona L, VÁzquez Costa JF, Weber M, Hardiman O, Van Den Berg LH. Clinical trials in pediatric ALS: a TRICALS feasibility study. Amyotroph Lateral Scler Frontotemporal Degener 2022; 23:481-488. [PMID: 35172656 PMCID: PMC9662181 DOI: 10.1080/21678421.2021.2024856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Background: Pediatric investigation plans (PIPs) describe how adult drugs can be studied in children. In 2015, PIPs for Amyotrophic Lateral Sclerosis (ALS) became mandatory for European marketing-authorization of adult treatments, unless a waiver is granted by the European Medicines Agency (EMA). Objective: To assess the feasibility of clinical studies on the effect of therapy in children (<18 years) with ALS in Europe. Methods: The EMA database was searched for submitted PIPs in ALS. A questionnaire was sent to 58 European ALS centers to collect the prevalence of pediatric ALS during the past ten years, the recruitment potential for future pediatric trials, and opinions of ALS experts concerning a waiver for ALS. Results: Four PIPs were identified; two were waived and two are planned for the future. In total, 49 (84.5%) centers responded to the questionnaire. The diagnosis of 44,858 patients with ALS was reported by 46 sites; 39 of the patients had an onset < 18 years (prevalence of 0.008 cases per 100,000 or 0.087% of all diagnosed patients). The estimated recruitment potential (47 sites) was 26 pediatric patients within five years. A majority of ALS experts (75.5%) recommend a waiver should apply for ALS due to the low prevalence of pediatric ALS. Conclusions: ALS with an onset before 18 years is extremely rare and may be a distinct entity from adult ALS. Conducting studies on the effect of disease-modifying therapy in pediatric ALS may involve lengthy recruitment periods, high costs, ethical/legal implications, challenges in trial design and limited information.
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Affiliation(s)
- Tessa Kliest
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Ruben P A Van Eijk
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands.,Biostatistics & Research Support, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, King's College London, Maurice Wohl Clinical Neuroscience Institute, London, UK.,Department of Neurology, King's College Hospital, London, UK
| | | | - Peter M Andersen
- Department of Clinical Sciences, Neurosciences, Umeå University, Umeå, Sweden
| | - Maria Del Mar Amador
- Département de Neurologie, Centre de référence SLA Ile de France.,Hôpital de la Pitié Salpêtrière, AP-HP, Paris, France
| | - Geir BrÅthen
- Department of Neurology, University Hospital of Trondheim, Trondheim, Norway.,Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Lev Brylev
- Bujanov Moscow City Clinical Hospital, Moscow, Russian Federation.,Moscow Research and Clinical Center for Neuropsychiatry of the Healthcare Department, Moscow, Russian Federation
| | - William Camu
- ALS Centre CHU Gui de Chauliac, University of Montpellier, Montpellier, France
| | - Mamede De Carvalho
- Institute of Physiology-Instituto de Medicina Molecular, Faculty of Medicine, University of Lisbon, Lisbon, Portugal.,Department of Neurosciences and Mental Health, H Santa Maria-CHLN, Lisbon, Portugal
| | - Cristina Cereda
- Regional Newborn Screening Laboratory, Vittore Buzzi Children's Hospital-University of Milan, Italy
| | - Hakan Cetin
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Delia Chaverri
- Neurology Service, Hospital Universitario La Paz, Madrid, Spain
| | - Adriano Chiò
- 'Rita Levi Montalcini' Department of Neuroscience, ALS Centre, University of Torino, Turin, Italy.,Azienda Ospedaliera Città della Salute e della Scienza, Turin, Italy
| | - Philippe Corcia
- Centre Constitutif SLA, CHRU de Tours - Fédération des centres SLA Tours-Limoges, LitORALS, Tours, France
| | - Philippe Couratier
- Centre Constitutif de reference SLA-Fédération Tours-Limoges, CHU de Limoges, Limoges, France
| | | | | | - Michael A Van Es
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - JesÚs Esteban
- ALS Research Lab - ALS Unit, Instituto de Investigación Sanitaria Hospital 12 de Octubre "i + 12", CIBERER, Madrid, Spain
| | - Massimiliano Filosto
- Department of Clinical and Experimental Sciences, University of Brescia; NeMO-Brescia Clinical Center for Neuromuscular Diseases, Brescia, Italy
| | - Alberto GarcÍa Redondo
- ALS Research Lab - ALS Unit, Instituto de Investigación Sanitaria Hospital 12 de Octubre "i + 12", CIBERER, Madrid, Spain
| | - Julian Grosskreutz
- Precision Neurology, Dept. of Neurology, Lübeck University Hospital, Lübeck, Germany
| | - Clemens O Hanemann
- University of Plymouth, Peninsula Schools of Medicine and Dentistry, Plymouth, UK
| | - Trygve HolmØy
- Department of Neurology, Akershus University Hospital, Lørenskog, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Helle HØyer
- Department of Medical Genetics, Telemark Hospital, Skien, Norway
| | - Caroline Ingre
- Department of Neurology, Karolinska University Hospital, Stockholm, Sweden.,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Blaz Koritnik
- Institute of Clinical Neurophysiology, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | | | - Thomas Lambert
- Department of Neurology, Royal Stoke University Hospital, Stoke, United Kingdom
| | - Peter N Leigh
- Department of Neuroscience, Brighton and Sussex Medical School, Trafford Centre for Biomedical Research, University of Sussex, Brighton, UK
| | - Christian Lunetta
- NEMO Clinical Center, Serena Onlus Foundation, Milan, Italy.,NEMO LAB, Milan, Italy
| | - Jessica Mandrioli
- Department of Biomedical, Metabolic and Neural Sciences, Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, Modena, Italy.,Department of Neuroscience, St. Agostino Estense Hospital, Azienda Ospedaliero Universitaria di Modena, Modena, Italy
| | - Christopher J Mcdermott
- Department of Neuroscience, University of Sheffield, Sheffield Institute for Translational Neuroscience, Sheffield, United Kingdom
| | - Thomas Meyer
- ALS Outpatient Department, Charité - Universitatsmedizin Berlin, Berlin, Germany
| | - Jesus S Mora
- ALS Unit/Neurology, Hospital San Rafael, Madrid, Spain
| | - Susanne Petri
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - MÓnica Povedano
- Functional Unit of Amyotrophic Lateral Sclerosis (UFELA), Service of Neurology, Bellvitge University Hospital, Hospitalet de Llobregat, Spain
| | - Evy Reviers
- European Organization for Professionals and Patients with ALS (EUpALS) & ALS Liga Belgium, Leuven, Belgium
| | - Nilo Riva
- Department of Neurology, Experimental Neuropathology Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Milan, Italy
| | - Kit C B Roes
- Department of Health Evidence, Section Biostatistics, Radboud University Medical Centre Nijmegen, Nijmegen, the Netherlands
| | - Miguel Á Rubio
- Neuromuscular Unit, Department of Neurology, Hospital del Mar, Barcelona, Spain.,Instituto Hospital del Mar de Investivaciones Médicas (IMIM), Barcelona, Spain
| | - FranÇois Salachas
- Département de Neurologie, Centre de référence SLA Ile de France.,Hôpital de la Pitié Salpêtrière, AP-HP, Paris, France
| | - Stayko Sarafov
- Clinic of General Neurology, Medical University Sofia, University Hospital Alexandrovska, Sofia, Bulgaria
| | - Gianni SorarÙ
- Department of Neurosciences, University of Padova, Padova, Italy
| | - Zorica Stevic
- Clinic of Neurology, Clinical Center of Serbia, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Kirsten Svenstrup
- Department of Neurology, Bispebjerg-Frederiksberg Hospital and Rigshospitalet, University Hospital of Copenhagen, Denmark
| | | | - Martin R Turner
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Philip Van Damme
- Department of Neurosciences, Laboratory for Neurobiology, KU Leuven and Centre for Brain & Disease Research, VIB, Leuven Brain Institute, Leuven, Belgium.,Department of Neurology, University Hospitals Leuven, Leuven, Belgium
| | - Lucie A G Van Leeuwen
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Luis Varona
- Department of Neurology, Basurto University Hospital, Vizcaya, Spain
| | - Juan F VÁzquez Costa
- ALS Unit and Neuromuscular Disease Unit, Department of Neurology, Hospital La Fe, Valencia, Spain
| | - Markus Weber
- Neuromoscular Disease Unit/ALS Clinic, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Orla Hardiman
- Academic Unit of Neurology Trinity College Dublin Ireland, Dublin, Ireland
| | - Leonard H Van Den Berg
- Department of Neurology, UMC Utrecht Brain Centre, University Medical Centre Utrecht, Utrecht, the Netherlands
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24
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Burchardt JM, Mei XW, Ranger T, McDermott CJ, Radunovic A, Coupland C, Hippisley-Cox J. Analysis of incidence of motor neuron disease in England 1998-2019: use of three linked datasets. Amyotroph Lateral Scler Frontotemporal Degener 2022; 23:363-371. [PMID: 35103515 PMCID: PMC9344929 DOI: 10.1080/21678421.2021.2016837] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Objective: This study uses three linked datasets to provide an estimate of incidence of motor neuron disease (MND) in England from 1998 to 2019. Comparison is made to previous British studies. It examines age at diagnosis and ethnicity of those affected. Methods: The literature was searched for studies of MND incidence in Great Britain from 1995 to date. The QResearch and linked Hospital Episode Statistics and Death register databases were searched from 1998 to 2019 for cases of MND, and incidence calculated from 16.8 million adults and 112 million adult years of data. Results: We found 6437 adults with a diagnosis of MND giving an incidence of MND of 5.69/100,000 person years (95% CI 5.51–5.88); 6.57 (6.41–6.99) in men and 4.72 (4.49–4.97) in women when age-standardized to the 2011 UK population. The median age of diagnosis was 72 years. Peak incidence occurred in the 80–84 year age group in men and 75–79 in women. Age-standardized incidence was as high in Bangladeshi, Black Caribbean, Indian, other Asian and Pakistani people as in White people. Black African and Chinese people had a lower incidence. Conclusion: The use of three linked national datasets captured 33% more people than a primary care dataset alone. Patients were older than in previous studies and rates were high in all ethnic groups studied except Black African and Chinese people. We present the highest incidence of MND reported globally in the past 50 years. Methodological differences may in part explain differences with previous reports. The use of national datasets may have captured additional MND patients with serious comorbidities who have not seen a neurologist before death. A limitation of this approach is that unlike population registers, which minimize false positive diagnosis by neurologist review of each patient, we cannot review diagnosis for individuals as data are anonymized.
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Affiliation(s)
- Judith M Burchardt
- Nuffield Department of Primary Care Health Sciences, Oxford University, Oxford, England
| | - Xue W Mei
- Nuffield Department of Primary Care Health Sciences, Oxford University, Oxford, England
| | - Tom Ranger
- Nuffield Department of Primary Care Health Sciences, Oxford University, Oxford, England
| | | | | | - Carol Coupland
- School of Medicine, University of Nottingham, Nottingham, England
| | - Julia Hippisley-Cox
- Nuffield Department of Primary Care Health Sciences, Oxford University, Oxford, England
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25
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Hardiman O, Heverin M, Rooney J, Lillo P, Godoy G, Sáez D, Valenzuela D, Hughes R, Perna A, Ketzoian CN, Vazquez C, Gutierrez Gil J, Arias Morales A, Lara Fernandez G, Zaldivar T, Horton K, Mehta P, Logroscino G. The Latin American Epidemiology Network for ALS (Laenals). Amyotroph Lateral Scler Frontotemporal Degener 2022; 23:372-377. [DOI: 10.1080/21678421.2022.2028168] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Orla Hardiman
- Academic Unit of Neurology TBSI, Trinity College Dublin, Dublin, Ireland
| | - Mark Heverin
- Academic Unit of Neurology TBSI, Trinity College Dublin, Dublin, Ireland
| | - James Rooney
- Academic Unit of Neurology TBSI, Trinity College Dublin, Dublin, Ireland
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany
| | - Patricia Lillo
- Neurology Department (South Division), Faculty of Medicine, Universidad de Chile, Santaigo, Chile
| | - Gladys Godoy
- Neurology Department (North division), Hospital Clínico Universidad de Chile, Santaigo, Chile
| | - David Sáez
- Neurology Department (North division), Hospital Clínico Universidad de Chile, Santaigo, Chile
| | - Daniel Valenzuela
- Neurology Department (North division), Hospital Clínico Universidad de Chile, Santaigo, Chile
| | - Ricardo Hughes
- Neurology Department (North division), Hospital Clínico Universidad de Chile, Santaigo, Chile
| | - Abayuba Perna
- Instituto de Neurología, Hospital de Clínicas Montevideo, Montevideo, Uruguay
| | - Carlos N. Ketzoian
- Instituto de Neurología, Hospital de Clínicas Montevideo, Montevideo, Uruguay
| | - Cristina Vazquez
- Instituto de Neurología, Hospital de Clínicas Montevideo, Montevideo, Uruguay
| | | | | | | | | | - Kevin Horton
- National ALS Registry, CDC/ATSDR, Atlanta, GA, USA, and
| | - Paul Mehta
- National ALS Registry, CDC/ATSDR, Atlanta, GA, USA, and
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26
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Marques Couto C, de Melo Queiroz E, Nogueira R, Pires Duarte Küsel AP, J M Nascimento O. A Brazilian multicentre study on the clinical and epidemiological profiles of 1116 patients with amyotrophic lateral sclerosis and its phenotypic variants. Amyotroph Lateral Scler Frontotemporal Degener 2021; 23:353-362. [PMID: 34823435 DOI: 10.1080/21678421.2021.2007953] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Objective: We conducted a multicentre, cross-sectional analysis of Brazilian patients with amyotrophic lateral sclerosis (ALS) and its phenotypic variants. We describe and compare their clinical and epidemiological data. Methods: We collected data from 1,116 patients who visited seven rehabilitation hospitals in the SARAH network from 1 January 2009 to 20 March 2020. This representative sample of patients was from 308 cities in 25 states from the country's five regions. Results: The median age at onset was 55 years, and we found a significant linear correlation between the age at onset and the Municipal Human Development Index (MHDI) but not survival time. We found a four-year difference using a cutoff value of 0.750 (p < 0.001). There was a male predominance, with a 1.2:1 sex ratio. The median time from onset to diagnosis was 17.6 months, and the most common phenotypic presentations were spinal-onset and bulbar-onset ALS (62.7% and 14.7%, respectively). In total, 12.9% of the patients had familial ALS, likely due to the overrepresentation of ALS type 8 patients in our population. Conclusions: In general, our numbers are consistent with most international series and with those of other Brazilian cohorts. When patients were analyzed according to their MHDI a considerable delay in symptom onset was found, suggesting the possibility of an environmental effect on these patients. Brazil has a longer diagnostic delay which is similar to other less-developed countries. This is a substantial concern and should be a priority for health authorities and neurology societies.
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Affiliation(s)
| | - Elisa de Melo Queiroz
- Department of Neurorehabilitation, SARAH Network of Rehabilitation Hospitals, Rio de Janeiro, Brazil, and
| | - Renata Nogueira
- Department of Neurology, SARAH Network of Rehabilitation Hospitals, Rio de Janeiro, Brazil
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27
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Bianchi E, Pupillo E, De Feudis A, Enia G, Vitelli E, Beghi E. Trends in survival of ALS from a population-based registry. Amyotroph Lateral Scler Frontotemporal Degener 2021; 23:344-352. [PMID: 34818115 DOI: 10.1080/21678421.2021.2004167] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Objective: To assess survival of ALS patients in general and in selected demographic and clinical subgroups comparing two periods (1998-2000 vs. 2008-2010). Methods: Newly diagnosed adults resident of Lombardy, Northern Italy from a population-based registry were included. Data were collected on age at diagnosis, sex, site of onset, diagnostic delay, and El-Escorial diagnostic category. Patients were followed until death or last observation. Survival was evaluated using Kaplan-Meier curves and Cox's proportional hazards models. Results: In 2008-2010 (267 patients), median survival was 2.4 years and 1-year, 2-year, 3-year and 5-year survival rates were 79%, 56%, 41% and 24%. Longer survival was associated with male sex, younger age, spinal onset, and longer diagnostic delay. Multivariable analysis confirmed higher death in 65-69yr (HR 2.8; 95% CI 1.4-5.6), 70-74yr (HR 3.2; 95% CI 1.6-6.3) and 75 + yr (HR 6.9; 95% CI 3.5-13.8) categories, compared to ≤49yr, in females (HR 1.4; 95% CI 1.02-1.8), compared to males, and in patients diagnosed after 6-12 months (HR 1.9; 95% CI 1.4-2.7), compared with longer diagnostic delay. In 1998-2000 (235 patients), median survival was 2.2 years. The 1-year, 2-year, 3-year and 5-year survival rates were 77%, 53%, 38% and 20%. When adjusting for demographic and clinical variables, the HR for death in 2008-2010 versus 1998-2000 was 0.80 (95% CI 0.66-0.98). A significant increase of survival in 2008-2010 was found only in patients aged 50-59yr and 70-74yr at diagnosis. Conclusions: Survival of ALS has increased over time in the last decades, especially in middle aged and elderly patients. The benefits of comprehensive care in selected age groups might explain our findings.
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Affiliation(s)
- Elisa Bianchi
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
| | | | - Antonio De Feudis
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
| | - Gabriele Enia
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
| | - Eugenio Vitelli
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
| | - Ettore Beghi
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
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Amyotrophic lateral sclerosis (ALS) among immigrant groups and Swedish-born individuals: a cohort study of all adults 18 years of age and older in Sweden. J Neurol 2021; 269:1989-1995. [PMID: 34427755 PMCID: PMC8940831 DOI: 10.1007/s00415-021-10765-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 08/17/2021] [Accepted: 08/18/2021] [Indexed: 11/29/2022]
Abstract
Background There is a lack of studies of amyotrophic lateral sclerosis (ALS) in immigrants. Objective The objective is to study the association between country of birth and incident ALS in first-generation immigrants versus Swedish-born individuals, and in second-generation immigrants versus native Swedes. Methods Study populations included all adults aged 18 years and older in Sweden, in the first-generation study 6,128,698 individuals (2,975,141 men, 3,153,557 women) with 5,344 ALS cases (3017 men, 2327 women), and in the second-generation study 4,588,845 individuals (2,346,855 men and 2,241,990 women) with 3,420 cases (2027 men and 1393 women). ALS was defined as having at least one registered diagnosis of ALS in the National Patient Register 1998–2017. The incidence of ALS in different first-generation immigrant groups versus Swedish-born individuals was assessed by Cox regression, expressed as hazard ratios (HRs) with 95% confidence intervals (CI). The models were stratified by sex and adjusted for age, geographical residence in Sweden, educational level, marital status, and neighbourhood socioeconomic status. Results After adjusting for potential confounders, the HRs were lower in foreign-born men, 0.71 (95% CI 0.63–0.81), and women, 0.80 (95% CI 0.70–0.92). The ALS risk was lower among men and women from most Western countries (Europe outside Nordic countries, and North America), and from other regions of the world (Africa, Asia, and Latin America). Among men and women with foreign-born parents, the risk of ALS did not differ significantly from native Swedes. Significance In general, the risk of ALS was lower in first-generation men and women but did not differ in second-generation individuals. Supplementary Information The online version contains supplementary material available at 10.1007/s00415-021-10765-6.
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29
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Mehta P, Raymond J, Punjani R, Larson T, Bove F, Kaye W, Nelson LM, Topol B, Han M, Muravov O, Genson C, Davis B, Hicks T, Horton K. Prevalence of amyotrophic lateral sclerosis (ALS), United States, 2016. Amyotroph Lateral Scler Frontotemporal Degener 2021; 23:220-225. [PMID: 34423697 DOI: 10.1080/21678421.2021.1949021] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Objective: To estimate the prevalence of amyotrophic lateral sclerosis (ALS) in the United States for 2016 using data from the National ALS Registry (Registry). Established in 2009, the Registry collects data on ALS patients in the U.S. to better describe the epidemiology of ALS, examine risk factors such as environmental and occupational exposures, and characterize the demographics of those living with the disease. Methods: To identify adult prevalent cases of ALS, the Registry compiles data from three national administrative databases (maintained by the Centers for Medicare and Medicaid Services, the Veterans Health Administration, and the Veterans Benefits Administration). To ascertain cases not necessarily included in these databases and to better understand risk-factors associated with ALS and disease progression, the Registry also includes data collected from patients who voluntarily enroll via a web portal to complete online surveys. Results: In 2016, the Registry conservatively identified 16,424 adult persons who met the Registry definition of ALS for an age-adjusted prevalence rate of 5.2 per 100,000 U.S. population. The pattern of patient characteristics (e.g., age, sex, and race/ethnicity) has not changed from previous Registry reports. Overall, ALS was more common among whites, males, and persons aged 60-69 years. The age groups with the lowest number of ALS cases were persons aged 18-39 years. Males had a higher prevalence rate of ALS than females overall and across all data sources. Conclusions: Data collected by the National ALS Registry are being used to better describe the epidemiology and demographics of ALS in the U.S.
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Affiliation(s)
- Paul Mehta
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Jaime Raymond
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Reshma Punjani
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Theodore Larson
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Wendy Kaye
- McKing Consulting Corporation, Atlanta, GA, USA
| | - Lorene M Nelson
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Barbara Topol
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Moon Han
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Oleg Muravov
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Corina Genson
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Bryn Davis
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Kevin Horton
- Agency for Toxic Substances and Disease Registry/Centers for Disease Control and Prevention, Atlanta, GA, USA
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30
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Genuis SK, Luth W, Campbell S, Bubela T, Johnston WS. Communication About End of Life for Patients Living With Amyotrophic Lateral Sclerosis: A Scoping Review of the Empirical Evidence. Front Neurol 2021; 12:683197. [PMID: 34421792 PMCID: PMC8371472 DOI: 10.3389/fneur.2021.683197] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 07/09/2021] [Indexed: 12/03/2022] Open
Abstract
Background: Communication about end of life, including advance care planning, life-sustaining therapies, palliative care, and end-of-life options, is critical for the clinical management of amyotrophic lateral sclerosis patients. The empirical evidence base for this communication has not been systematically examined. Objective: To support evidence-based communication guidance by (1) analyzing the scope and nature of research on health communication about end of life for amyotrophic lateral sclerosis; and (2) summarizing resultant recommendations. Methods: A scoping review of empirical literature was conducted following recommended practices. Fifteen health-related and three legal databases were searched; 296 articles were screened for inclusion/exclusion criteria; and quantitative data extraction and analysis was conducted on 211 articles with qualitative analysis on a subset of 110 articles that focused primarily on health communication. Analyses summarized article characteristics, themes, and recommendations. Results: Analysis indicated a multidisciplinary but limited evidence base. Most reviewed articles addressed end-of-life communication as a peripheral focus of investigation. Generic communication skills are important; however, substantive and sufficient disease-related information, including symptom management and assistive devices, is critical to discussions about end of life. Few articles discussed communication about specific end-of-life options. Communication recommendations in analyzed articles draw attention to communication processes, style and content but lack the systematized guidance needed for clinical practice. Conclusions: This review of primary research articles highlights the limited evidence-base and consequent need for systematic, empirical investigation to inform effective communication about end of life for those with amyotrophic lateral sclerosis. This will provide a foundation for actionable, evidence-based communication guidelines about end of life. Implications for research, policy, and practice are discussed.
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Affiliation(s)
- Shelagh K. Genuis
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Westerly Luth
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Sandra Campbell
- John W. Scott Health Sciences Library, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Tania Bubela
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Wendy S. Johnston
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, AB, Canada
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Borroni B, Graff C, Hardiman O, Ludolph AC, Moreno F, Otto M, Piccininni M, Remes AM, Rowe JB, Seelaar H, Stefanova E, Traykov L, Logroscino G. FRONTotemporal dementia Incidence European Research Study-FRONTIERS: Rationale and design. Alzheimers Dement 2021; 18:498-506. [PMID: 34338439 PMCID: PMC9291221 DOI: 10.1002/alz.12414] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 05/22/2021] [Accepted: 06/09/2021] [Indexed: 01/26/2023]
Abstract
Introduction The incidence of Frontotemporal Lobar Degeneration (FTLD)–related disorders and their characteristics are not well known. The “FRONTotemporal dementia Incidence European Research Study” (FRONTIERS) is designed to fill this gap. Methods FRONTIERS is a European prospective, observational population study based on multinational registries. FRONTIERS comprises 11 tertiary referral centers across Europe with long‐lasting experience in FTLD‐related disorders and comprehensive regional referral networks, enabling incidence estimation over well‐defined geographical areas. Endpoints The primary endpoints are (1) the incidence of FTLD‐related disorders across Europe; (2) geographic trends of FTLD‐related disorders; (3) the distribution of FTLD phenotypes in different populations and ethnicities in Europe; (4) inheritance of FTLD‐related disorders, including the frequencies of monogenic FTLD as compared to overall disease burden; and (5) implementation of data banking for clinical and biological material. Expected impacts FRONTIERS will improve the understanding of FTLD‐related disorders and their epidemiology, promoting appropriate public health service policies and treatment strategies.
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Affiliation(s)
- Barbara Borroni
- Centre for Neurodegenerative Disorders, Neurology Unit, ASST Spedali Civili Brescia and University of Brescia, Brescia, Italy
| | - Caroline Graff
- Department NVS, Division of Neurogeriatrics, Karolinska Institutet, Stockholm, Sweden.,Unit for Hereditary Dementia, Theme Aging, Karolinska University Hospital-Solna, Stockholm, Sweden
| | - Orla Hardiman
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.,Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Albert C Ludolph
- Department of Neurology, University Hospital Ulm, Ulm, Germany.,Deutsches Zentrum für neurodegenerative Erkrankungen (DZNE), Ulm, Germany
| | - Fermin Moreno
- Department of Neurology, Cognitive Disorders Unit, Hospital Universitario Donostia, San Sebastian, Spain.,Neuroscience Area, Biodonostia Health Research Institute, San Sebastian, Spain
| | - Markus Otto
- Department of Neurology, University Hospital Ulm, Ulm, Germany
| | - Marco Piccininni
- Institute of Public Health, Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Anne M Remes
- Unit of Clinical Neuroscience, Neurology, University of Oulu, Oulu, Finland.,Medical Research Center, Oulu University Hospital, Oulu, Finland
| | - James B Rowe
- Department of Clinical Neurosciences, MRC Cognition and Brain Sciences Unit, and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | - Harro Seelaar
- Department of Neurology and Alzheimer center, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Elka Stefanova
- Faculty of Medicine, Neurology Clinic, University of Belgrade, University Clinical Center Serbia, Serbia
| | - Latchezar Traykov
- Department of Neurology, UH "Alexandrovska", Medical University Sofia, Sofia, Bulgaria
| | - Giancarlo Logroscino
- Center for Neurodegenerative Diseases and the Aging Brain, Pia Fondazione di Culto e Religione, Cardinale Giovanni Panico, University of Bari-Aldo Moro, Bari, Italy
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32
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van Eijk RPA, Nikolakopoulos S, Roes KCB, Kendall L, Han SS, Lavrov A, Epstein N, Kliest T, de Jongh AD, Westeneng HJ, Al-Chalabi A, Van Damme P, Hardiman O, Shaw PJ, McDermott CJ, Eijkemans MJC, van den Berg LH. Challenging the Established Order: Innovating Clinical Trials for Amyotrophic Lateral Sclerosis. Neurology 2021; 97:528-536. [PMID: 34315786 PMCID: PMC8456357 DOI: 10.1212/wnl.0000000000012545] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 07/09/2021] [Indexed: 11/15/2022] Open
Abstract
Development of effective treatments for amyotrophic lateral sclerosis (ALS) has been hampered by disease heterogeneity, a limited understanding of underlying pathophysiology, and methodologic design challenges. We have evaluated 2 major themes in the design of pivotal, phase 3 clinical trials for ALS—(1) patient selection and (2) analytical strategy—and discussed potential solutions with the European Medicines Agency. Several design considerations were assessed using data from 5 placebo-controlled clinical trials (n = 988), 4 population-based cohorts (n = 5,100), and 2,436 placebo-allocated patients from the Pooled Resource Open-Access ALS Clinical Trials (PRO-ACT) database. The validity of each proposed design modification was confirmed by means of simulation and illustrated for a hypothetical setting. Compared to classical trial design, the proposed design modifications reduce the sample size by 30.5% and placebo exposure time by 35.4%. By making use of prognostic survival models, one creates a potential to include a larger proportion of the population and maximize generalizability. We propose a flexible design framework that naturally adapts the trial duration when inaccurate assumptions are made at the design stage, such as enrollment or survival rate. In case of futility, the follow-up time is shortened and patient exposure to ineffective treatments or placebo is minimized. For diseases such as ALS, optimizing the use of resources, widening eligibility criteria, and minimizing exposure to futile treatments and placebo is critical to the development of effective treatments. Our proposed design modifications could circumvent important pitfalls and may serve as a blueprint for future clinical trials in this population.
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Affiliation(s)
- Ruben P A van Eijk
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands. .,Biostatistics & Research Support, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Stavros Nikolakopoulos
- Biostatistics & Research Support, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Kit C B Roes
- Department of Health Evidence, Section Biostatistics, Radboud Medical Centre Nijmegen, the Netherlands
| | | | - Steve S Han
- Neurosciences, Takeda Pharmaceuticals, Cambridge, USA.,Discovery Medicine, GlaxoSmithKline R&D, Upper Providence, USA
| | - Arseniy Lavrov
- Clinical Development, Novartis Gene Therapies, London, UK.,Clinical Translational Medicine, Future Pipeline Discovery, GlaxoSmithKline R&D, Middlesex, UK
| | - Noam Epstein
- Discovery Medicine, GlaxoSmithKline R&D, Upper Providence, USA
| | - Tessa Kliest
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Adriaan D de Jongh
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Henk-Jan Westeneng
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Ammar Al-Chalabi
- King's College London, London, Maurice Wohl Clinical Neuroscience Institute and United Kingdom Dementia Research Institute Centre, Department of Basic and Clinical Neuroscience, UK.,Department of Neurology, King's College Hospital, London, UK
| | - Philip Van Damme
- Department of Neurosciences, Laboratory for Neurobiology, KU Leuven and Center for Brain & Disease Research, VIB, Leuven Brain Institute, Leuven, Belgium.,Department of Neurology, University Hospitals Leuven, Leuven, Belgium
| | - Orla Hardiman
- Department of Neurology, National Neuroscience Centre, Beaumont Hospital, Dublin, Ireland.,FutureNeuro SFI Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Pamela J Shaw
- Department of Neuroscience, University of Sheffield, Sheffield Institute for Translational Neuroscience, Sheffield, UK
| | - Christopher J McDermott
- Department of Neuroscience, University of Sheffield, Sheffield Institute for Translational Neuroscience, Sheffield, UK
| | - Marinus J C Eijkemans
- Biostatistics & Research Support, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Leonard H van den Berg
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
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Barbalho I, Valentim R, Júnior MD, Barros D, Júnior HP, Fernandes F, Teixeira C, Lima T, Paiva J, Nagem D. National registry for amyotrophic lateral sclerosis: a systematic review for structuring population registries of motor neuron diseases. BMC Neurol 2021; 21:269. [PMID: 34229610 PMCID: PMC8259351 DOI: 10.1186/s12883-021-02298-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 06/24/2021] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND This article comprises a systematic review of the literature that aims at researching and analyzing the frequently applied guidelines for structuring national databases of epidemiological surveillance for motor neuron diseases, especially Amyotrophic Lateral Sclerosis (ALS). METHODS We searched for articles published from January 2015 to September 2019 on online databases as PubMed - U.S. National Institutes of Health's National Library of Medicine, Scopus, Science Direct, and Springer. Subsequently, we analyzed studies that considered risk factors, demographic data, and other strategic data for directing techno-scientific research, calibrating public health policies, and supporting decision-making by managers through a systemic panorama of ALS. RESULTS 2850 studies were identified. 2400 were discarded for not satisfying the inclusion criteria, and 435 being duplicated or published in books or conferences. Hence, 15 articles were elected. By applying quality criteria, we then selected six studies to compose this review. Such researches featured registries from the American (3), European (2), and Oceania (1) continent. All the studies specified the methods for data capture and the patients' recruitment process for the registers. DISCUSSIONS From the analysis of the selected papers and reported models, it is noticeable that most studies focused on the prospect of obtaining data to characterize research on epidemiological studies. Demographic data (ID01) are present in all the registries, representing the main collected data category. Furthermore, the general health history (ID02) is present in 50% of the registries analyzed. Characteristics such as access control, confidentiality and data curation. We observed that 50% of the registries comprise a patient-focused web-based self-report system. CONCLUSION The development of robust, interoperable, and secure electronic registries that generate value for research and patients presents itself as a solution and a challenge. This systematic review demonstrated the success of a population register requires actions with well-defined development methods, as well as the involvement of various actors of civil society.
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Affiliation(s)
- Ingridy Barbalho
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Ricardo Valentim
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Mário Dourado Júnior
- Department of Integrated Medicine, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Daniele Barros
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Hércules Pedrosa Júnior
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - Felipe Fernandes
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
| | - César Teixeira
- Univ Coimbra, Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, Coimbra, Portugal
| | - Thaísa Lima
- Brazilian Ministry of Health, Brasília, DF Brazil
| | - Jailton Paiva
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
- Federal Institute of Rio Grande do Norte, Natal, Brazil
| | - Danilo Nagem
- Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Brazil
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Chen L, Xu L, Tang L, Xia K, Tian D, Zhang G, Wang Y, Yu Z, Ma J, Zhang Y, Wang F, Sun C, Zhang G, Fu J, Jiao L, Yilihamu M, Wang S, Zhan S, Fan D. Trends in the clinical features of amyotrophic lateral sclerosis: A 14-year Chinese cohort study. Eur J Neurol 2021; 28:2893-2900. [PMID: 34048130 DOI: 10.1111/ene.14943] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 05/10/2021] [Accepted: 05/19/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND PURPOSE The aim was to determine the transitional patterns in the clinical characteristics, treatments and comorbidities in amyotrophic lateral sclerosis (ALS) patients over the past 14 years using data from a large clinical cohort in mainland China. METHODS Sporadic ALS patients who visited the Peking University Third Hospital from January 2005 to December 2018 were included in this study. The 14 years were divided into three periods, and changes in the baseline characteristics of the participants were analyzed at 5-year intervals. RESULTS In total, 3410 patients with sporadic ALS were recruited: 2181 were men and 1229 were women. The proportion of patients with bulbar-onset ALS increased from 13.0% in 2005-2009 to 19.5% in 2015-2018 (p < 0.001). The mean (standard deviation) age at onset increased from 49.5 (11.4) years in 2005-2009 to 53.0 (11.0) years in 2015-2018 (p < 0.001). ALS patients with diabetes or hypertension showed a delay in ALS onset, and the delay was even more apparent when the patients had both comorbidities. The proportion of riluzole users in 2015-2018 was approximately 2.5-fold of that in 2005-2009 (p < 0.001). CONCLUSIONS In the context of a lack of clinical data on ALS in mainland China, this study evaluated a large cohort of patients diagnosed over a 14-year period. The age at onset and percentage of patients who used riluzole both increased over the study period. Additionally, it was found that patients with comorbidities such as diabetes and hypertension had a delayed age of ALS onset.
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Affiliation(s)
- Lu Chen
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Lu Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Lu Tang
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Kailin Xia
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Danyang Tian
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Gan Zhang
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Yajun Wang
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Zhou Yu
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Jingyue Ma
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Yixuan Zhang
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Fan Wang
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Can Sun
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Gaoqi Zhang
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Jiayu Fu
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Lin Jiao
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Mubalake Yilihamu
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Shengfeng Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Siyan Zhan
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.,Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, China.,Center for Intelligent Public Health, Institute for Artificial Intelligence, Peking University, Beijing, China
| | - Dongsheng Fan
- Department of Neurology, Peking University Third Hospital, Beijing, China.,Key Laboratory for Neuroscience, National Health Commission/Ministry of Education, Peking University, Beijing, China
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Residential exposure to electromagnetic fields and risk of amyotrophic lateral sclerosis: a dose-response meta-analysis. Sci Rep 2021; 11:11939. [PMID: 34099747 PMCID: PMC8185090 DOI: 10.1038/s41598-021-91349-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 05/25/2021] [Indexed: 11/08/2022] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is neurodegenerative disease characterized by a fatal prognosis and still unknown etiology. Some environmental risk factors have been suggested, including exposure to magnetic fields. Studies have suggested positive associations in occupationally-exposed populations, but the link with residential exposure is still debated as is the shape of such relation. Due to recent availability of advanced biostatistical tools for dose–response meta-analysis, we carried out a systematic review in order to assess the dose–response association between ALS and residential exposure to magnetic fields. We performed an online literature searching through April 30, 2021. Studies were included if they assessed residential exposure to electromagnetic fields, based either on distance from overhead power lines or on magnetic field modelling techniques, and if they reported risk estimates for ALS. We identified six eligible studies, four using distance-based and one modelling-based exposure assessment, and one both methods. Both distance-based and particularly modelling-based exposure estimates appeared to be associated with a decreased ALS risk in the highest exposure category, although estimates were very imprecise (summary RRs 0.87, 95% CI 0.63–1.20, and 0.27, 95% CI 0.05–1.36). Dose–response meta-analysis also showed little association between distance from power lines and ALS, with no evidence of any threshold. Overall, we found scant evidence of a positive association between residential magnetic fields exposure and ALS, although the available data were too limited to conduct a dose–response analysis for the modelled magnetic field estimates or to perform stratified analyses.
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36
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Kelly M, O'Brien KM, Hannigan A. Using administrative health data for palliative and end of life care research in Ireland: potential and challenges. HRB Open Res 2021; 4:17. [PMID: 33842831 PMCID: PMC8014706 DOI: 10.12688/hrbopenres.13215.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/17/2021] [Indexed: 11/20/2022] Open
Abstract
Background: This study aims to examine the potential of currently available administrative health and social care data for palliative and end-of-life care (PEoLC) research in Ireland. Objectives include to i) identify data sources for PEoLC research ii) describe the challenges and opportunities of using these and iii) evaluate the impact of recent health system reforms and changes to data protection laws. Methods: The 2017 Health Information and Quality Authority catalogue of health and social care datasets was cross-referenced with a recognised list of diseases with associated palliative care needs. Criteria to assess the datasets included population coverage, data collected, data dictionary and data model availability, and mechanisms for data access. Results: Nine datasets with potential for PEoLC research were identified, including death certificate data, hospital episode data, pharmacy claims data, one national survey, four disease registries (cancer, cystic fibrosis, motor neurone and interstitial lung disease) and a national renal transplant registry. The
ad hoc development of the health system in Ireland has resulted in i) a fragmented information infrastructure resulting in gaps in data collections particularly in the primary and community care sector where much palliative care is delivered, ii) ill-defined data governance arrangements across service providers, many of whom are not part of the publically funded health service and iii) systemic and temporal issues that affect data quality. Initiatives to improve data collections include introduction of i) patient unique identifiers, ii) health entity identifiers and iii) integration of the Eircode postcodes. Recently enacted general data protection and health research regulations will clarify legal and ethical requirements for data use. Conclusions: Ongoing reform initiatives and recent changes to data privacy laws combined with detailed knowledge of the datasets, appropriate permissions, and good study design will facilitate future use of administrative health and social care data for PEoLC research in Ireland.
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Affiliation(s)
- Maria Kelly
- National Cancer Registry Ireland, Building 6800, Cork Airport Business Park Kinsale Road, Cork, T12 CDF7, Ireland.,School of Medicine, University of Limerick, Limerick, V94 T9PX, Ireland
| | - Katie M O'Brien
- National Cancer Registry Ireland, Building 6800, Cork Airport Business Park Kinsale Road, Cork, T12 CDF7, Ireland.,Department of Health, Block 1 Miesian Plaza, 50 - 58 Lower Baggot Street, Dublin, D02 XW14, Ireland
| | - Ailish Hannigan
- School of Medicine, University of Limerick, Limerick, V94 T9PX, Ireland.,Health Research Institute, University of Limerick, Limerick, V94 T9PX, Ireland
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Mahoney CJ, Ahmed RM, Huynh W, Tu S, Rohrer JD, Bedlack RS, Hardiman O, Kiernan MC. Pathophysiology and Treatment of Non-motor Dysfunction in Amyotrophic Lateral Sclerosis. CNS Drugs 2021; 35:483-505. [PMID: 33993457 DOI: 10.1007/s40263-021-00820-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/20/2021] [Indexed: 12/21/2022]
Abstract
Amyotrophic lateral sclerosis is a progressive and fatal neurodegenerative disease typically presenting with bulbar or limb weakness. There is increasing evidence that amyotrophic lateral sclerosis is a multisystem disease with early and frequent impacts on cognition, behaviour, sleep, pain and fatigue. Dysfunction of normal physiological and metabolic processes also appears common. Evidence from pre-symptomatic studies and large epidemiological cohorts examining risk factors for the future development of amyotrophic lateral sclerosis have reported a high prevalence of changes in behaviour and mental health before the emergence of motor weakness. This suggests that changes beyond the motor system are underway at an early stage with dysfunction across brain networks regulating a variety of cognitive, behavioural and other homeostatic processes. The full impact of non-motor dysfunction continues to be established but there is now sufficient evidence that the presence of non-motor symptoms impacts overall survival in amyotrophic lateral sclerosis, and with up to 80% reporting non-motor symptoms, there is an urgent need to develop more robust therapeutic approaches. This review provides a contemporary overview of the pathobiology of non-motor dysfunction, offering readers a practical approach with regard to assessment and management. We review the current evidence for pharmacological and non-pharmacological treatment of non-motor dysfunction in amyotrophic lateral sclerosis and highlight the need to further integrate non-motor dysfunction as an important outcome measure for future clinical trial design.
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Affiliation(s)
- Colin J Mahoney
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Camperdown, NSW, Australia.
| | - Rebekah M Ahmed
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Camperdown, NSW, Australia.,Department of Neurology, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
| | - William Huynh
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Camperdown, NSW, Australia
| | - Sicong Tu
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Camperdown, NSW, Australia
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
| | - Richard S Bedlack
- Department of Neurology, Duke University Hospital, Durham, North Carolina, USA
| | - Orla Hardiman
- Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College, Dublin, Ireland
| | - Matthew C Kiernan
- Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Camperdown, NSW, Australia.,Department of Neurology, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
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de Sire A, Invernizzi M, Ferrillo M, Gimigliano F, Baricich A, Cisari C, De Marchi F, Foglio Bonda PL, Mazzini L, Migliario M. Functional status and oral health in patients with amyotrophic lateral sclerosis: A cross-sectional study. NeuroRehabilitation 2021; 48:49-57. [PMID: 33386822 DOI: 10.3233/nre-201537] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease affecting upper and lower motor neurons. The current practice of caring for patients affected by ALS involves a multidisciplinary team without any indication about oral health care. OBJECTIVE We sought to investigate the functional status and oral health in patients with ALS to define a specific multidisciplinary management. METHODS In this cross-sectional study, we included patients affected by ALS, evaluating their functional status, using the Revised ALS Functional Rating Scale (ALSFRS-R) and their oral health status through specific parameters, including Brief Oral Health Status Examination (BOHSE), Winkel Tongue Coating Index (WTCI), and Oral Food Debris Index (OFDI). RESULTS All 37 patients (mean age: 61.19±11.56 years) showed a poor oral status, independent from the functional status and strictly correlated to the severity of sialorrhea (p = 0.01). OFDI index was negatively correlated with the ALSFRS-R upper limb (p = 0.03). Patients with bulbar onset had significantly lower ability to perform adequate tongue movements in terms of protrusion (p = 0.006) and lateralization (p < 0.001). Significant negative correlations between survival rate and BOHSE (p = 0.03) was found. CONCLUSIONS Taken together, our findings showed that a poor oral health status might be correlated to a worse functional status and survival time. Thus, an adequate oral health care and rehabilitation should be considered as crucial in the multidisciplinary management of patients with ALS.
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Affiliation(s)
- Alessandro de Sire
- Physical and Rehabilitation Medicine, Department of Health Sciences, University of Eastern Piedmont, Novara, Italy.,Rehabilitation Unit, Mons. L. Novarese Hospital, Moncrivello, Vercelli, Italy
| | - Marco Invernizzi
- Physical and Rehabilitation Medicine, Department of Health Sciences, University of Eastern Piedmont, Novara, Italy.,Physical and Rehabilitation Medicine Unit, University Hospital "Maggiore della Caritá", Novara, Italy
| | - Martina Ferrillo
- Dental School, Department of Surgical Sciences, University of Turin, Turin, Italy
| | - Francesca Gimigliano
- Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, Napoli, Italy
| | - Alessio Baricich
- Physical and Rehabilitation Medicine, Department of Health Sciences, University of Eastern Piedmont, Novara, Italy.,Physical and Rehabilitation Medicine Unit, University Hospital "Maggiore della Caritá", Novara, Italy
| | - Carlo Cisari
- Physical and Rehabilitation Medicine, Department of Health Sciences, University of Eastern Piedmont, Novara, Italy.,Physical and Rehabilitation Medicine Unit, University Hospital "Maggiore della Caritá", Novara, Italy
| | - Fabiola De Marchi
- ALS Center, Neurology Unit, University Hospital "Maggiore della Caritá", Novara, Italy
| | - Pier Luigi Foglio Bonda
- Dental Clinic, Department of Translational Medicine, University of Eastern Piedmont, Novara, Italy
| | - Letizia Mazzini
- ALS Center, Neurology Unit, University Hospital "Maggiore della Caritá", Novara, Italy
| | - Mario Migliario
- Dental Clinic, Department of Translational Medicine, University of Eastern Piedmont, Novara, Italy
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Kjældgaard AL, Pilely K, Olsen KS, Øberg Lauritsen A, Wørlich Pedersen S, Svenstrup K, Karlsborg M, Thagesen H, Blaabjerg M, Theódórsdóttir Á, Gundtoft Elmo E, Torvin Møller A, Pedersen NA, Kirkegaard N, Møller K, Garred P. Complement Profiles in Patients with Amyotrophic Lateral Sclerosis: A Prospective Observational Cohort Study. J Inflamm Res 2021; 14:1043-1053. [PMID: 33790619 PMCID: PMC8005270 DOI: 10.2147/jir.s298307] [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: 12/31/2020] [Accepted: 02/16/2021] [Indexed: 11/23/2022] Open
Abstract
Background The complement system has been suggested to be involved in the pathophysiology of amyotrophic lateral sclerosis (ALS), a progressive motor neuron disease. In the present study, we compared levels of selected complement markers to clinical outcome in ALS patients. Methods This observational, explorative cohort study included 92 ALS patients, 61 neurological controls (NCs) admitted for suspected aneurysmal subarachnoid haemorrhage, and 96 neurologically healthy controls (NHCs). Peripheral blood and cerebrospinal fluid (CSF) were obtained for the measurement of ficolin-1, −2, and −3; collectin-11, MBL, MASP-3, MAP-1, C4, C3, PTX-3, and complement activation products C4c, C3bc, and sC5b-9. We recorded clinical outcomes of ALS patients for 24 to 48 months after inclusion in order to analyse the effects of the complement markers on survival time. Results Compared with both control groups, ALS patients exhibited increased collectin-11, C4 and sC5b-9 in plasma, as well as increased ficolin-3 in CSF. Ficolin-2 was significantly decreased in plasma of the ALS patients compared with NHCs, but not with NCs. The concentration of collectin-11, C3 and C3bc correlated negatively with the revised ALS functional rating scale (ALSFRS-R). No association was found between levels of complement markers and survival as estimated by hazard ratios. Conclusion ALS patients exhibit aberrant expression of selected mediators of the lectin complement pathway as well as increased activation of the terminal complement pathway, corroborating the notion that the complement system might be involved in the pathophysiology of ALS.
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Affiliation(s)
- Anne-Lene Kjældgaard
- Laboratory of Molecular Medicine, Department of Clinical Immunology, Section 7631, Diagnostic Centre, Rigshospitalet, Copenhagen, Denmark.,Department of Neuroanaesthesiology Neuroscience Centre, Rigshospitalet, Copenhagen, Denmark
| | - Katrine Pilely
- Laboratory of Molecular Medicine, Department of Clinical Immunology, Section 7631, Diagnostic Centre, Rigshospitalet, Copenhagen, Denmark
| | | | - Anne Øberg Lauritsen
- Department of Neuroanaesthesiology Neuroscience Centre, Rigshospitalet, Copenhagen, Denmark
| | | | - Kirsten Svenstrup
- Department of Neurology, Neuroscience Centre, Rigshospitalet, Copenhagen, Denmark.,Department of Neurology, Bispebjerg Hospital, Copenhagen, Denmark
| | - Merete Karlsborg
- Department of Neurology, Bispebjerg Hospital, Copenhagen, Denmark
| | - Helle Thagesen
- Department of Neurology, Roskilde University Hospital, Roskilde, Denmark
| | - Morten Blaabjerg
- Department of Neurology, Roskilde University Hospital, Roskilde, Denmark
| | | | | | | | | | - Niels Kirkegaard
- Department of Anaesthesiology, Private Hospital Gildhøj, Brondby, Denmark
| | - Kirsten Møller
- Department of Neuroanaesthesiology Neuroscience Centre, Rigshospitalet, Copenhagen, Denmark.,Institute of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Peter Garred
- Laboratory of Molecular Medicine, Department of Clinical Immunology, Section 7631, Diagnostic Centre, Rigshospitalet, Copenhagen, Denmark.,Institute of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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40
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Kelly M, O'Brien KM, Hannigan A. Using linked administrative health data for palliative and end of life care research in Ireland: potential and challenges. HRB Open Res 2021; 4:17. [DOI: 10.12688/hrbopenres.13215.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/01/2021] [Indexed: 12/28/2022] Open
Abstract
Background: This study aims to examine the potential of currently available administrative health data for palliative and end-of-life care (PEoLC) research in Ireland. Objectives include to i) identify administrative health data sources for PEoLC research ii) describe the challenges and opportunities of using these and iii) estimate the impact of recent health system reforms and changes to data protection laws. Methods: The 2017 Health Information and Quality Authority catalogue of health and social care datasets was cross-referenced with a recognised list of diseases with associated palliative care needs. Criteria to assess the datasets included population coverage, data collected, data dictionary and data model availability and mechanisms for data access. Results: Eight datasets with potential for PEoLC research were identified, including four disease registries, (cancer, cystic fibrosis, motor neurone and interstitial lung disease), death certificate data, hospital episode data, community prescription data and one national survey. The ad hoc development of the health system in Ireland has resulted in i) a fragmented information infrastructure resulting in gaps in data collections particularly in the primary and community care sector where much palliative care is delivered, ii) ill-defined data governance arrangements across service providers, many of whom are not part of the publically funded health service and iii) systemic and temporal issues that affect data quality. Initiatives to improve data collections include introduction of i) patient unique identifiers, ii) health entity identifiers and iii) integration of the eircode postcodes. Recently enacted general data protection and health research regulations will clarify legal and ethical requirements for data use. Conclusions: With appropriate permissions, detailed knowledge of the datasets and good study design currently available administrative health data can be used for PEoLC research. Ongoing reform initiatives and recent changes to data privacy laws will facilitate future use of administrative health data for PEoLC research.
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Sauerbier A, Schrag A, Brown R, Martinez-Martin P, Aarsland D, Mulholland N, Vivian G, Dafsari HS, Rizos A, Corcoran B, Jarosz J, Siakallis L, Ray Chaudhuri K. Clinical Non-Motor Phenotyping of Black and Asian Minority Ethnic Compared to White Individuals with Parkinson's Disease Living in the United Kingdom. JOURNAL OF PARKINSONS DISEASE 2021; 11:299-307. [PMID: 33104038 DOI: 10.3233/jpd-202218] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND Ethnic phenotypic differences in Parkinson's disease (PD) are important to understand the heterogeneity of PD and develop biomarkers and clinical trials. OBJECTIVE To investigate (i) whether there are non-motor symptoms (NMS)- and comorbidity-based phenotypic differences between Black, Asian and Minority Ethnic (BAME) and White PD patients and (ii) whether clinically available biomarkers may help differentiate and explain the differences between the groups. METHODS This is a multicentre (four sites, London), real-life, cross-sectional study including PD patients of BAME or White ethnicity. The primary outcome was a detailed NMS assessment; additional measurements included disease and motor stage, comorbidity, sociodemographic parameters and brain MRI imaging. RESULTS 271 PD patients (54 Asian, 71 Black, and 146 White) were included balanced for age, gender, and disease severity (HY). Black patients had a shorter disease duration compared to White and Asian populations. The SCOPA-Motor activities of daily living scores as well as the NMSS scores were significantly higher in both Black (total score and domain "miscellaneous") and Asian (total score and domains "sleep/fatigue", "mood/apathy" and "perception/hallucinations") than White individuals. Both BAME populations had higher prevalence of arterial hypertension, and the Black population had a higher prevalence of diabetes mellitus. Brain MRI revealed a greater severity of white matter changes in Black compared to the White and Asian cohorts. CONCLUSION These findings suggest differences in phenotype of PD in BAME populations with greater burden of NMS and motor disability and a higher rate of cardiovascular comorbidities.
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Affiliation(s)
- Anna Sauerbier
- National Parkinson's Centre of Excellence, King's College Hospital, Denmark Hill, London, UK.,Department of Basic & Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park, London, UK.,Department of Neurology, University Hospital Cologne, Cologne, Germany
| | - Anette Schrag
- Department of Clinical and Movement Neurosciences, UCL Institute of Neurology, University College London, London, UK
| | - Richard Brown
- Department of Basic & Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park, London, UK.,South London and Maudsley NHS Foundation Trust, London, UK
| | - Pablo Martinez-Martin
- Center for Networked Biomedical Research in Neurodegenerative Diseases (CIBERNED), Carlos III Institute of Health, Madrid, Spain
| | - Dag Aarsland
- Department of Basic & Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park, London, UK.,Department of Old Age Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | | | - Gill Vivian
- Department of Nuclear Medicine, King's College Hospital, London, UK
| | - Haidar S Dafsari
- Department of Neurology, University Hospital Cologne, Cologne, Germany
| | - Alexandra Rizos
- National Parkinson's Centre of Excellence, King's College Hospital, Denmark Hill, London, UK
| | - Ben Corcoran
- Department of Nuclear Medicine, King's College Hospital, London, UK
| | - Jozef Jarosz
- Department of Neuroradiology, King's College Hospital, London, UK
| | - Loizos Siakallis
- Department of Neuroradiology, King's College Hospital, London, UK
| | - K Ray Chaudhuri
- National Parkinson's Centre of Excellence, King's College Hospital, Denmark Hill, London, UK.,Department of Basic & Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park, London, UK
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Filippini T, Mandrioli J, Malagoli C, Costanzini S, Cherubini A, Maffeis G, Vinceti M. Risk of Amyotrophic Lateral Sclerosis and Exposure to Particulate Matter from Vehicular Traffic: A Case-Control Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18030973. [PMID: 33499343 PMCID: PMC7908475 DOI: 10.3390/ijerph18030973] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/18/2021] [Accepted: 01/20/2021] [Indexed: 12/26/2022]
Abstract
(1) Background: Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease with still unknown etiology. Some occupational and environmental risk factors have been suggested, including long-term air pollutant exposure. We carried out a pilot case-control study in order to evaluate ALS risk due to particulate matter with a diameter of ≤10 µm (PM10) as a proxy of vehicular traffic exposure. (2) Methods: We recruited ALS patients and controls referred to the Modena Neurology ALS Care Center between 1994 and 2015. Using a geographical information system, we modeled PM10 concentrations due to traffic emissions at the geocoded residence address at the date of case diagnosis. We computed the odds ratio (OR) and 95% confidence interval (CI) of ALS according to increasing PM10 exposure, using an unconditional logistic regression model adjusted for age and sex. (3) Results: For the 132 study participants (52 cases and 80 controls), the average of annual median and maximum PM10 concentrations were 5.2 and 38.6 µg/m3, respectively. Using fixed cutpoints at 5, 10, and 20 of the annual median PM10 levels, and compared with exposure <5 µg/m3, we found no excess ALS risk at 5-10 µg/m3 (OR 0.87, 95% CI 0.39-1.96), 10-20 µg/m3 (0.94, 95% CI 0.24-3.70), and ≥20 µg/m3 (0.87, 95% CI 0.05-15.01). Based on maximum PM10 concentrations, we found a statistically unstable excess ALS risk for subjects exposed at 10-20 µg/m3 (OR 4.27, 95% CI 0.69-26.51) compared with those exposed <10 µg/m3. However, risk decreased at 20-50 µg/m3 (OR 1.49, 95% CI 0.39-5.75) and ≥50 µg/m3 (1.16, 95% CI 0.28-4.82). ALS risk in increasing tertiles of exposure showed a similar null association, while comparison between the highest and the three lowest quartiles lumped together showed little evidence for an excess risk at PM10 concentrations (OR 1.13, 95% CI 0.50-2.55). After restricting the analysis to subjects with stable residence, we found substantially similar results. (4) Conclusions: In this pilot study, we found limited evidence of an increased ALS risk due to long-term exposure at high PM10 concentration, though the high statistical imprecision of the risk estimates, due to the small sample size, particularly in some exposure categories, limited our capacity to detect small increases in risk, and further larger studies are needed to assess this relation.
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Affiliation(s)
- Tommaso Filippini
- Department of Biomedical, Metabolic and Neural Sciences, CREAGEN Environmental, Genetic and Nutritional Epidemiology Research Center, University of Modena and Reggio Emilia, 41125 Modena, Italy; (T.F.); (C.M.)
| | - Jessica Mandrioli
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero Universitaria di Modena, 41126 Modena, Italy;
| | - Carlotta Malagoli
- Department of Biomedical, Metabolic and Neural Sciences, CREAGEN Environmental, Genetic and Nutritional Epidemiology Research Center, University of Modena and Reggio Emilia, 41125 Modena, Italy; (T.F.); (C.M.)
| | - Sofia Costanzini
- DIEF Department of Engineering “Enzo Ferrari,” University of Modena and Reggio Emilia, 41125 Modena, Italy;
| | | | | | - Marco Vinceti
- Department of Biomedical, Metabolic and Neural Sciences, CREAGEN Environmental, Genetic and Nutritional Epidemiology Research Center, University of Modena and Reggio Emilia, 41125 Modena, Italy; (T.F.); (C.M.)
- Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
- Correspondence:
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He J, Fu JY, Chen L, He J, Dang J, Zou Z, Ma S, Li N, Fan D. Multicentre, prospective registry study of amyotrophic lateral sclerosis in mainland China (CHALSR): study protocol. BMJ Open 2020; 10:e042603. [PMID: 33277290 PMCID: PMC7722390 DOI: 10.1136/bmjopen-2020-042603] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
INTRODUCTION Amyotrophic lateral sclerosis (ALS) is a representative rare disease characterised by progressive, fatal motor neuron degeneration. Due to the unknown aetiology and variability of the phenotypes, there are no accurate reports concerning the epidemiology or clinical characteristics of the disease. The low prevalence, as previously reported, makes it difficult to carry out studies with large samples. The aim of this study was to explore the natural history and clinical features of ALS in mainland China through a multicentre, prospective cohort study. The findings will both offer a better understanding of ALS and also support the development of a model to study other rare diseases. METHODS AND ANALYSIS Patients from 88 representative hospitals in different parts of mainland China will be recruited through a specially designed online data system (http://www.chalsr.net/). We aim to recruit 4752 ALS patients over a 3-year period. Baseline data will be recorded, and follow-up data will be collected every 3 months. The primary outcome is effective survival. Overall survival and indices of disease progression will be measured as the secondary outcomes. ETHICS AND DISSEMINATION Ethical approval has been obtained from the ethics committee of Peking University Third Hospital (M2019388). Informed written consent will be obtained from each participant. Dissemination of the study protocol and data will take place primarily through a specially designed online data system (http://www.chalsr.net/). The collective results of the study will be published in peer-reviewed journals and shared in scientific presentations. TRIAL REGISTRATION NUMBER NCT04328675.
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Affiliation(s)
- Ji He
- Neurology, Peking University Third Hospital, Beijing, China
| | - Jia Yu Fu
- Neurology, Peking University Third Hospital, Beijing, China
| | - Lu Chen
- Neurology, Peking University Third Hospital, Beijing, China
| | - Jing He
- Neurology, Beijing Hospital, Beijing, Beijing, China
| | - Jingxia Dang
- Neurology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Zhangyu Zou
- Neurology, Fujian Medical University Union Hospital, Xiamen, Fujian, China
| | - Sha Ma
- Neurology, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China
| | - Nan Li
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, China
| | - Dongsheng Fan
- Neurology, Peking University Third Hospital, Beijing, China
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Zhang X, Zhou J, Gu Z, Zhang H, Gong Q, Luo K. Advances in nanomedicines for diagnosis of central nervous system disorders. Biomaterials 2020; 269:120492. [PMID: 33153757 DOI: 10.1016/j.biomaterials.2020.120492] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 10/18/2020] [Accepted: 10/23/2020] [Indexed: 02/08/2023]
Abstract
In spite of a great improvement in medical health services and an increase in lifespan, we have witnessed a skyrocket increase in the incidence of central nervous system (CNS) disorders including brain tumors, neurodegenerative diseases (Alzheimer's disease, Parkinson's disease, amyotrophic lateral sclerosis, Huntington's disease), ischemic stroke, and epilepsy, which have seriously undermined the quality of life and substantially increased economic and societal burdens. Development of diagnostic methods for CNS disorders is still in the early stage, and the clinical outcomes suggest these methods are not ready for the challenges associated with diagnosis of CNS disorders, such as early detection, specific binding, sharp contrast, and continuous monitoring of therapeutic interventions. Another challenge is to overcome various barrier structures during delivery of diagnostic agents, especially the blood-brain barrier (BBB). Fortunately, utilization of nanomaterials has been pursued as a potential and promising strategy to address these challenges. This review will discuss anatomical and functional structures of BBB and transport mechanisms of nanomaterials across the BBB, and special emphases will be placed on the state-of-the-art advances in the development of nanomedicines from a variety of nanomaterials for diagnosis of CNS disorders. Meanwhile, current challenges and future perspectives in this field are also highlighted.
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Affiliation(s)
- Xun Zhang
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jie Zhou
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zhongwei Gu
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Hu Zhang
- Amgen Bioprocessing Centre, Keck Graduate Institute, Claremont, CA, 91711, USA
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Kui Luo
- Huaxi MR Research Center (HMRRC), Department of Radiology, Functional and Molecular Imaging Key Laboratory of Sichuan Province, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China.
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Abdul Aziz NA, Toh TH, Goh KJ, Loh EC, Capelle DP, Abdul Latif L, Leow AHR, Yim CCW, Zainal Abidin MF, Ruslan SR, Shahrizaila N. Natural history and clinical features of ALS in Malaysia. Amyotroph Lateral Scler Frontotemporal Degener 2020; 22:108-116. [DOI: 10.1080/21678421.2020.1832121] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Nur Adilah Abdul Aziz
- Neurology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Tsun-Haw Toh
- Neurology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Khean-Jin Goh
- Neurology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Ee-Chin Loh
- Palliative Care Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - David Paul Capelle
- Palliative Care Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Lydia Abdul Latif
- Department of Rehabilitation Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Alex Hwong-Ruey Leow
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Carolyn Chue-Wai Yim
- Department of Anaesthesiology, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Mohd Fitry Zainal Abidin
- Department of Anaesthesiology, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Shairil Rahayu Ruslan
- Department of Anaesthesiology, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Nortina Shahrizaila
- Neurology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
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46
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Opie-Martin S, Ossher L, Bredin A, Kulka A, Pearce N, Talbot K, Al-Chalabi A. Motor Neuron Disease Register for England, Wales and Northern Ireland-an analysis of incidence in England. Amyotroph Lateral Scler Frontotemporal Degener 2020; 22:86-93. [PMID: 32940088 DOI: 10.1080/21678421.2020.1812661] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Amyotrophic lateral sclerosis (ALS) has a reported incidence of 1-2/100,000 person-years. It is estimated that there are 5000 people with ALS in the UK at any one time; however, the true figure and geographical distribution, are unknown. In this study, we describe the establishment of a population register for England, Wales, and Northern Ireland and report-estimated incidence. Methods: People with a diagnosis of ALS given by a consultant neurologist and whose postcode of residence is within England, Wales, or Northern Ireland were eligible. The catchment area was based on six data contributors that had been participating since 2016. All centres included in this analysis were in England, and therefore Wales and Northern Ireland are not included in this report. Crude age- and sex-specific incidence rates were estimated using population census records for the relevant postcodes from Office of National Statistics census data. These rates were standardized to the UK population structure using direct standardization. Results: There were 232 people in the database with a date of diagnosis between 2017 and 2018, when missing data were imputed there were an estimated 287-301 people. The denominator population of the catchment area is 7,251,845 according to 2011 UK census data. Age- and sex-adjusted incidence for complete cases was 1.61/100,000 person-years (95% confidence interval 1.58, 1.63), and for imputed datasets was 2.072/100,000 person-years (95% CI 2.072, 2.073). Discussion: We found incidence in this previously unreported area of the UK to be similar to other published estimates. As the MND Register for England, Wales, and Northern Ireland grows we will update incidence estimates and report on further analyses.
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Affiliation(s)
- Sarah Opie-Martin
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
| | - Lynn Ossher
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK, and
| | - Andrea Bredin
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
| | - Anna Kulka
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
| | - Neil Pearce
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Kevin Talbot
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK, and
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
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47
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Tavazzi E, Daberdaku S, Vasta R, Calvo A, Chiò A, Di Camillo B. Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach. BMC Med Inform Decis Mak 2020; 20:174. [PMID: 32819346 PMCID: PMC7439551 DOI: 10.1186/s12911-020-01166-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 06/24/2020] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Clinical registers constitute an invaluable resource in the medical data-driven decision making context. Accurate machine learning and data mining approaches on these data can lead to faster diagnosis, definition of tailored interventions, and improved outcome prediction. A typical issue when implementing such approaches is the almost unavoidable presence of missing values in the collected data. In this work, we propose an imputation algorithm based on a mutual information-weighted k-nearest neighbours approach, able to handle the simultaneous presence of missing information in different types of variables. We developed and validated the method on a clinical register, constituted by the information collected over subsequent screening visits of a cohort of patients affected by amyotrophic lateral sclerosis. METHODS For each subject with missing data to be imputed, we create a feature vector constituted by the information collected over his/her first three months of visits. This vector is used as sample in a k-nearest neighbours procedure, in order to select, among the other patients, the ones with the most similar temporal evolution of the disease over time. An ad hoc similarity metric was implemented for the sample comparison, capable of handling the different nature of the data, the presence of multiple missing values and include the cross-information among features captured by the mutual information statistic. RESULTS We validated the proposed imputation method on an independent test set, comparing its performance with those of three state-of-the-art competitors, resulting in better performance. We further assessed the validity of our algorithm by comparing the performance of a survival classifier built on the data imputed with our method versus the one built on the data imputed with the best-performing competitor. CONCLUSIONS Imputation of missing data is a crucial -and often mandatory- step when working with real-world datasets. The algorithm proposed in this work could effectively impute an amyotrophic lateral sclerosis clinical dataset, by handling the temporal and the mixed-type nature of the data and by exploiting the cross-information among features. We also showed how the imputation quality can affect a machine learning task.
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Affiliation(s)
- Erica Tavazzi
- Department of Information Engineering, University of Padua, Via Gradenigo 6/A, Padua, 35131 Italy
| | - Sebastian Daberdaku
- Department of Information Engineering, University of Padua, Via Gradenigo 6/A, Padua, 35131 Italy
| | - Rosario Vasta
- Department of Neurosciences “Rita Levi Montalcini”, University of Turin, Via Cherasco 15, Turin, 10124 Italy
| | - Andrea Calvo
- Department of Neurosciences “Rita Levi Montalcini”, University of Turin, Via Cherasco 15, Turin, 10124 Italy
| | - Adriano Chiò
- Department of Neurosciences “Rita Levi Montalcini”, University of Turin, Via Cherasco 15, Turin, 10124 Italy
| | - Barbara Di Camillo
- Department of Information Engineering, University of Padua, Via Gradenigo 6/A, Padua, 35131 Italy
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48
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Lessons from LIMK1 enzymology and their impact on inhibitor design. Biochem J 2020; 476:3197-3209. [PMID: 31652302 PMCID: PMC6835155 DOI: 10.1042/bcj20190517] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 10/07/2019] [Accepted: 10/11/2019] [Indexed: 12/14/2022]
Abstract
LIM domain kinase 1 (LIMK1) is a key regulator of actin dynamics. It is thereby a potential therapeutic target for the prevention of fragile X syndrome and amyotrophic lateral sclerosis. Herein, we use X-ray crystallography and activity assays to describe how LIMK1 accomplishes substrate specificity, to suggest a unique ‘rock-and-poke’ mechanism of catalysis and to explore the regulation of the kinase by activation loop phosphorylation. Based on these findings, a differential scanning fluorimetry assay and a RapidFire mass spectrometry activity assay were established, leading to the discovery and confirmation of a set of small-molecule LIMK1 inhibitors. Interestingly, several of the inhibitors were inactive towards the closely related isoform LIMK2. Finally, crystal structures of the LIMK1 kinase domain in complex with inhibitors (PF-477736 and staurosporine, respectively) are presented, providing insights into LIMK1 plasticity upon inhibitor binding.
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49
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Tunca C, Şeker T, Akçimen F, Coşkun C, Bayraktar E, Palvadeau R, Zor S, Koçoğlu C, Kartal E, Şen NE, Hamzeiy H, Özoğuz Erimiş A, Norman U, Karakahya O, Olgun G, Akgün T, Durmuş H, Şahin E, Çakar A, Başar Gürsoy E, Babacan Yıldız G, İşak B, Uluç K, Hanağası H, Bilgiç B, Turgut N, Aysal F, Ertaş M, Boz C, Kotan D, İdrisoğlu H, Soysal A, Uzun Adatepe N, Akalın MA, Koç F, Tan E, Oflazer P, Deymeer F, Taştan Ö, Çiçek AE, Kavak E, Parman Y, Başak AN. Revisiting the complex architecture of ALS in Turkey: Expanding genotypes, shared phenotypes, molecular networks, and a public variant database. Hum Mutat 2020; 41:e7-e45. [PMID: 32579787 DOI: 10.1002/humu.24055] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 05/05/2020] [Accepted: 05/18/2020] [Indexed: 12/11/2022]
Abstract
The last decade has proven that amyotrophic lateral sclerosis (ALS) is clinically and genetically heterogeneous, and that the genetic component in sporadic cases might be stronger than expected. This study investigates 1,200 patients to revisit ALS in the ethnically heterogeneous yet inbred Turkish population. Familial ALS (fALS) accounts for 20% of our cases. The rates of consanguinity are 30% in fALS and 23% in sporadic ALS (sALS). Major ALS genes explained the disease cause in only 35% of fALS, as compared with ~70% in Europe and North America. Whole exome sequencing resulted in a discovery rate of 42% (53/127). Whole genome analyses in 623 sALS cases and 142 population controls, sequenced within Project MinE, revealed well-established fALS gene variants, solidifying the concept of incomplete penetrance in ALS. Genome-wide association studies (GWAS) with whole genome sequencing data did not indicate a new risk locus. Coupling GWAS with a coexpression network of disease-associated candidates, points to a significant enrichment for cell cycle- and division-related genes. Within this network, literature text-mining highlights DECR1, ATL1, HDAC2, GEMIN4, and HNRNPA3 as important genes. Finally, information on ALS-related gene variants in the Turkish cohort sequenced within Project MinE was compiled in the GeNDAL variant browser (www.gendal.org).
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Affiliation(s)
- Ceren Tunca
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Research Center for Translational Medicine (KUTTAM), Koç University School of Medicine, Istanbul, Turkey.,Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Department of Molecular Biology and Genetics, Boğaziçi University, Istanbul, Turkey
| | - Tuncay Şeker
- Genomize Inc., Boğaziçi University Technology Development Region, Istanbul, Turkey
| | - Fulya Akçimen
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Department of Molecular Biology and Genetics, Boğaziçi University, Istanbul, Turkey
| | - Cemre Coşkun
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Department of Molecular Biology and Genetics, Boğaziçi University, Istanbul, Turkey
| | - Elif Bayraktar
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Research Center for Translational Medicine (KUTTAM), Koç University School of Medicine, Istanbul, Turkey
| | - Robin Palvadeau
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Research Center for Translational Medicine (KUTTAM), Koç University School of Medicine, Istanbul, Turkey
| | - Seyit Zor
- Genomize Inc., Boğaziçi University Technology Development Region, Istanbul, Turkey
| | - Cemile Koçoğlu
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Department of Molecular Biology and Genetics, Boğaziçi University, Istanbul, Turkey
| | - Ece Kartal
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Department of Molecular Biology and Genetics, Boğaziçi University, Istanbul, Turkey
| | - Nesli Ece Şen
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Department of Molecular Biology and Genetics, Boğaziçi University, Istanbul, Turkey
| | - Hamid Hamzeiy
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Department of Molecular Biology and Genetics, Boğaziçi University, Istanbul, Turkey
| | - Aslıhan Özoğuz Erimiş
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Department of Molecular Biology and Genetics, Boğaziçi University, Istanbul, Turkey
| | - Utku Norman
- Department of Computer Engineering, Bilkent University, Ankara, Turkey
| | - Oğuzhan Karakahya
- Department of Computer Engineering, Bilkent University, Ankara, Turkey
| | - Gülden Olgun
- Department of Computer Engineering, Bilkent University, Ankara, Turkey
| | - Tahsin Akgün
- Department of Anesthesiology and Reanimation, American Hospital, Istanbul, Turkey
| | - Hacer Durmuş
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - Erdi Şahin
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - Arman Çakar
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - Esra Başar Gürsoy
- Department of Neurology, Faculty of Medicine, Bezmialem Vakıf University, Istanbul, Turkey
| | - Gülsen Babacan Yıldız
- Department of Neurology, Faculty of Medicine, Bezmialem Vakıf University, Istanbul, Turkey
| | - Barış İşak
- Department of Neurology, Marmara University School of Medicine, Istanbul, Turkey
| | - Kayıhan Uluç
- Department of Neurology, Marmara University School of Medicine, Istanbul, Turkey
| | - Haşmet Hanağası
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - Başar Bilgiç
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - Nilda Turgut
- Department of Neurology, Namık Kemal University School of Medicine, Tekirdağ, Turkey
| | - Fikret Aysal
- Department of Neurology, Medipol University School of Medicine, Istanbul, Turkey
| | - Mustafa Ertaş
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - Cavit Boz
- Department of Neurology, Karadeniz Technical University School of Medicine, Trabzon, Turkey
| | - Dilcan Kotan
- Department of Neurology, Faculty of Medicine, Sakarya University, Sakarya, Turkey
| | - Halil İdrisoğlu
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - Aysun Soysal
- Department of Neurology, Bakırköy Research and Training Hospital for Neurologic and Psychiatric Diseases, Istanbul, Turkey
| | - Nurten Uzun Adatepe
- Department of Neurology, Cerrahpaşa Medical School, Istanbul University-Cerrahpaşa, Istanbul, Turkey
| | - Mehmet Ali Akalın
- Department of Neurology, Cerrahpaşa Medical School, Istanbul University-Cerrahpaşa, Istanbul, Turkey
| | - Filiz Koç
- Department of Neurology, Çukurova University Medical School, Adana, Turkey
| | - Ersin Tan
- Department of Neurology, Hacettepe University Medical School, Ankara, Turkey
| | - Piraye Oflazer
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - Feza Deymeer
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - Öznur Taştan
- Department of Computer Science and Engineering, Sabancı University, Istanbul, Turkey
| | - A Ercüment Çiçek
- Department of Computer Engineering, Bilkent University, Ankara, Turkey.,Department of Computational Biology, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | - Erşen Kavak
- Genomize Inc., Boğaziçi University Technology Development Region, Istanbul, Turkey
| | - Yeşim Parman
- Department of Neurology, Istanbul Medical School, Istanbul University, Istanbul, Turkey
| | - A Nazlı Başak
- Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Research Center for Translational Medicine (KUTTAM), Koç University School of Medicine, Istanbul, Turkey.,Suna and İnan Kıraç Foundation, Neurodegeneration Research Laboratory (NDAL), Department of Molecular Biology and Genetics, Boğaziçi University, Istanbul, Turkey
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50
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Brylev L, Ataulina A, Fominykh V, Parshikov V, Vorobyeva A, Istomina E, Shikhirimov R, Salikov A, Zakharova M, Guekht A, Beghi E. The epidemiology of amyotrophic lateral sclerosis in Moscow (Russia). Amyotroph Lateral Scler Frontotemporal Degener 2020; 21:410-415. [PMID: 32476476 DOI: 10.1080/21678421.2020.1752252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Objectives: To estimate the incidence of amyotrophic lateral sclerosis (ALS) in Moscow by investigating multiple sources of cases. Incidence rates from previous Russian studies ranged from 0.3 to 0.7 per 100,000/year. Methods: A retrospective study of the incidence of ALS was performed in the South district of Moscow (population, 1,760,000, 2015). Several data sources were investigated. The medical records of the calendar year 2015 were examined by an ALS expert who accepted only patients with definite or probable ALS according to the revised El Escorial criteria. Crude and standardized incidence rates were calculated, the latter adjusted to the Russian and the European population. Results: Twenty-two patients were found, accounting for a crude incidence of 1.25/100,000/year (95% CI 0.78-1.89) and a standardized incidence of 1.22 (Russia) and 1.28 (Europe). The sample included 11 men and 11 women aged 36-73 years (mean 56). Five patients (23%) had bulbar onset ALS. The mean diagnostic delay was 12.8 ± 9.2 months (8.5 ± 4.8 in men and 17.2 ± 10.6 in women) (p = 0.02). Family history of ALS was present in two cases. Conclusion: The incidence of ALS in the Russian Federation is higher than previously reported but lower than in other countries. Poor diagnostic ascertainment, particularly in women, and the shorter life expectancy of the Russian population are possible explanations.
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Affiliation(s)
- Lev Brylev
- Bujanov Moscow City Clinical Hospital, Moscow, Russian Federation.,Moscow Research and Clinical Center for Neuropsychiatry of the Healthcare Department, Moscow, Russian Federation.,Department of Functional Biochemistry of the Nervous System, Institute of Higher Nervous Activity and Neurophysiology Russian Academy of Sciences, Moscow, Russian Federation
| | | | - Vera Fominykh
- Bujanov Moscow City Clinical Hospital, Moscow, Russian Federation.,Department of Functional Biochemistry of the Nervous System, Institute of Higher Nervous Activity and Neurophysiology Russian Academy of Sciences, Moscow, Russian Federation
| | - Vadim Parshikov
- St. Alexis Hospital, Moscow, Russian Federation.,Moscow Multi-Profile Palliative Care Centre, Moscow, Russian Federation
| | - Anna Vorobyeva
- Research Center of Neurology, Moscow, Russian Federation
| | - Elena Istomina
- Department of Moscow, Primary Care Multidisciplinary Clinic №166 of the Healthcare, Moscow, Russian Federation
| | - Rafiz Shikhirimov
- Department of Moscow, Primary Care Multidisciplinary Clinic №166 of the Healthcare, Moscow, Russian Federation
| | - Alexandr Salikov
- Bujanov Moscow City Clinical Hospital, Moscow, Russian Federation
| | | | - Alla Guekht
- Moscow Research and Clinical Center for Neuropsychiatry of the Healthcare Department, Moscow, Russian Federation.,Russian National Research Medical University, Moscow, Russian Federation
| | - Ettore Beghi
- Department of Neuroscience, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy
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