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Martínez Carrasco A, Real R, Lawton M, Hertfelder Reynolds R, Tan M, Wu L, Williams N, Carroll C, Corvol JC, Hu M, Grosset D, Hardy J, Ryten M, Ben-Shlomo Y, Shoai M, Morris HR. Genome-wide Analysis of Motor Progression in Parkinson Disease. Neurol Genet 2023; 9:e200092. [PMID: 37560120 PMCID: PMC10409573 DOI: 10.1212/nxg.0000000000200092] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 06/08/2023] [Indexed: 08/11/2023]
Abstract
Background and Objectives The genetic basis of Parkinson disease (PD) motor progression is largely unknown. Previous studies of the genetics of PD progression have included small cohorts and shown a limited overlap with genetic PD risk factors from case-control studies. Here, we have studied genomic variation associated with PD motor severity and early-stage progression in large longitudinal cohorts to help to define the biology of PD progression and potential new drug targets. Methods We performed a GWAS meta-analysis of early PD motor severity and progression up to 3 years from study entry. We used linear mixed-effect models with additive effects, corrected for age at diagnosis, sex, and the first 5 genetic principal components to assess variability in axial, limb, and total Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) III scores. Results We included 3,572 unrelated European ancestry patients with PD from 5 observational cohorts and 1 drug trial. The average AAO was 62.6 years (SD = 9.83), and 63% of participants were male. We found an average increase in the total MDS-UPDRS III score of 2.3 points/year. We identified an association between PD axial motor progression and variation at the GJA5 locus at 1q12 (β = -0.25, SE = 0.04, p = 3.4e-10). Exploration of the regulation of gene expression in the region (cis-expression quantitative trait loci [eQTL] analysis) showed that the lead variant was associated with expression of ACP6, a lysophosphatidic acid phosphatase that regulates mitochondrial lipid biosynthesis (cis-eQTL p-values in blood and brain RNA expression data sets: <10-14 in eQTLGen and 10-7 in PsychEncode). Discussion Our study highlights the potential role of mitochondrial lipid homeostasis in the progression of PD, which may be important in establishing new drug targets that might modify disease progression.
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Affiliation(s)
- Alejandro Martínez Carrasco
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Raquel Real
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Michael Lawton
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Regina Hertfelder Reynolds
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Manuela Tan
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Lesley Wu
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Nigel Williams
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Camille Carroll
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Jean-Christophe Corvol
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Michele Hu
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Donald Grosset
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - John Hardy
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Mina Ryten
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Yoav Ben-Shlomo
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Maryam Shoai
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
| | - Huw R Morris
- From the Department of Clinical and Movement Neurosciences (A.M.C., R.R., L.W., H.R.M.), UCL Queen Square Institute of Neurology; UCL Movement Disorders Centre (A.M.C., R.R., L.W., H.R.M.), University College London, United Kingdom; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network (A.M.C., R.R., R.H.R. L.W., M.R., M.S. J.H., H.R.M.), Chevy Chase, MD; Population Health Sciences (M.L., Y.B.-S.), Bristol Medical School, University of Bristol; Genetics and Genomic Medicine (R.H.R., M.R.), UCL Great Ormond Street Institute of Child Health, University College London, United Kingdom; Department of Neurology (M.T.), Oslo University Hospital, Norway; Institute of Psychological Medicine and Clinical Neurosciences (N.W.), MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University; Faculty of Health (C.C.), University of Plymouth, United Kingdom; Sorbonne Université (J.-C.C.), Institut du Cerveau - Paris Brain Institute - ICM, INSERM, CNRS; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, Hôpital Pitié-Salpêtrière, France; Division of Clinical Neurology (M.H.), Nuffield Department of Clinical Neurosciences; Oxford Parkinson's Disease Centre (M.H.), University of Oxford; School of Neuroscience and Psychology (D.G.), University of Glasgow; Department of Neurodegenerative Diseases (J.H., M.S.), UCL Queen Square Institute of Neurology; UK Dementia Research Institute (J.H., M.S.), University College London; Reta Lila Weston Institute (J.H., M.S.), UCL Queen Square Institute of Neurology; National Institute for Health Research (NIHR), University College London Hospitals Biomedical Research Centre (J.H.); Institute for Advanced Study (J.H.), The Hong Kong University of Science and Technology, Hong Kong SAR, China; and NIHR Great Ormond Street Hospital Biomedical Research Centre (M.R.), University College London, United Kingdom
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