3
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Lim JL, Lohmann K, Tan AH, Tay YW, Ibrahim KA, Abdul Aziz Z, Mawardi AS, Puvanarajah SD, Lim TT, Looi I, Ooi JCE, Chia YK, Muthusamy KA, Bauer P, Rolfs A, Klein C, Ahmad-Annuar A, Lim SY. Glucocerebrosidase (GBA) gene variants in a multi-ethnic Asian cohort with Parkinson's disease: mutational spectrum and clinical features. J Neural Transm (Vienna) 2021; 129:37-48. [PMID: 34779914 DOI: 10.1007/s00702-021-02421-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 09/17/2021] [Indexed: 02/07/2023]
Abstract
GBA variants are associated with increased risk and earlier onset of Parkinson's disease (PD), and more rapid disease progression especially with "severe" variants typified by p.L483P. GBA mutation screening studies from South-East Asia, with > 650 million inhabitants of diverse ancestries, are very limited. We investigated the spectrum of GBA variants, and associated clinico-demographic features, in a multi-ethnic PD cohort in Malaysia. Patients (n = 496) were recruited from seven centres, primarily of Chinese (45%), Malay (37%), and Indian (13%) ethnicities. All GBA coding exons were screened using a next-generation sequencing-based PD gene panel and verified with Sanger sequencing. We identified 14 heterozygous GBA alleles consisting of altogether 17 missense variants (8 classified as pathogenic or likely pathogenic for PD) in 25 (5.0%) patients, with a substantially higher yield among early (< 50 years) vs. late-onset patients across all three ethnicities (9.1-13.2% vs. 1.0-3.2%). The most common variant was p.L483P (including RecNciI, n = 11, 2.2%), detected in all three ethnicities. Three novel variants/recombinant alleles of uncertain significance were found; p.P71L, p.L411P, and p.L15S(;)S16G(;)I20V. The common European risk variants, p.E365K, p.T408M, and p.N409S, were not detected. A severe disease course was noted in the majority of GBA-variant carriers, across a range of detected variants. We report a potentially novel observation of spine posture abnormalities in GBA-variant carriers. This represents the largest study on GBA variation from South-East Asia, and highlights that these populations, especially those with EOPD, would be relevant for studies including clinical trials targeting GBA pathways.
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Affiliation(s)
- Jia Lun Lim
- Department of Biomedical Science, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.,The Mah Pooi Soo and Tan Chin Nam Centre for Parkinson's and Related Disorders, University of Malaya, Kuala Lumpur, Malaysia
| | - Katja Lohmann
- Institute of Neurogenetics, University of Luebeck, Luebeck, Germany
| | - Ai Huey Tan
- The Mah Pooi Soo and Tan Chin Nam Centre for Parkinson's and Related Disorders, University of Malaya, Kuala Lumpur, Malaysia.,Division of Neurology, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Yi Wen Tay
- Department of Biomedical Science, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.,The Mah Pooi Soo and Tan Chin Nam Centre for Parkinson's and Related Disorders, University of Malaya, Kuala Lumpur, Malaysia
| | - Khairul Azmi Ibrahim
- Department of Medicine, Hospital Sultanah Nur Zahirah, Kuala Terengganu, Malaysia
| | - Zariah Abdul Aziz
- Department of Medicine, Hospital Sultanah Nur Zahirah, Kuala Terengganu, Malaysia
| | | | | | - Thien Thien Lim
- Island Hospital, Penang, Malaysia.,Penang General Hospital, Penang, Malaysia
| | - Irene Looi
- Department of Medicine and Clinical Research Centre, Hospital Seberang Jaya, Penang, Malaysia
| | - Joshua Chin Ern Ooi
- Department of Neurology, Queen Elizabeth Hospital, Kota Kinabalu, Sabah, Malaysia
| | - Yuen Kang Chia
- Department of Neurology, Queen Elizabeth Hospital, Kota Kinabalu, Sabah, Malaysia
| | - Kalai Arasu Muthusamy
- Division of Neurosurgery, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Peter Bauer
- Centogene AG, Am Strande 7, 18057, Rostock, Germany
| | - Arndt Rolfs
- Centogene AG, Am Strande 7, 18057, Rostock, Germany
| | - Christine Klein
- Institute of Neurogenetics, University of Luebeck, Luebeck, Germany
| | - Azlina Ahmad-Annuar
- Department of Biomedical Science, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
| | - Shen-Yang Lim
- The Mah Pooi Soo and Tan Chin Nam Centre for Parkinson's and Related Disorders, University of Malaya, Kuala Lumpur, Malaysia. .,Division of Neurology, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
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5
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Ibanez L, Bahena JA, Yang C, Dube U, Farias FHG, Budde JP, Bergmann K, Brenner-Webster C, Morris JC, Perrin RJ, Cairns NJ, O'Donnell J, Álvarez I, Diez-Fairen M, Aguilar M, Miller R, Davis AA, Pastor P, Kotzbauer P, Campbell MC, Perlmutter JS, Rhinn H, Harari O, Cruchaga C, Benitez BA. Functional genomic analyses uncover APOE-mediated regulation of brain and cerebrospinal fluid beta-amyloid levels in Parkinson disease. Acta Neuropathol Commun 2020; 8:196. [PMID: 33213513 PMCID: PMC7678051 DOI: 10.1186/s40478-020-01072-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 11/03/2020] [Indexed: 11/25/2022] Open
Abstract
Alpha-synuclein is the main protein component of Lewy bodies, the pathological hallmark of Parkinson's disease. However, genetic modifiers of cerebrospinal fluid (CSF) alpha-synuclein levels remain unknown. The use of CSF levels of amyloid beta1-42, total tau, and phosphorylated tau181 as quantitative traits in genetic studies have provided novel insights into Alzheimer's disease pathophysiology. A systematic study of the genomic architecture of CSF biomarkers in Parkinson's disease has not yet been conducted. Here, genome-wide association studies of CSF biomarker levels in a cohort of individuals with Parkinson's disease and controls (N = 1960) were performed. PD cases exhibited significantly lower CSF biomarker levels compared to controls. A SNP, proxy for APOE ε4, was associated with CSF amyloid beta1-42 levels (effect = - 0.5, p = 9.2 × 10-19). No genome-wide loci associated with CSF alpha-synuclein, total tau, or phosphorylated tau181 levels were identified in PD cohorts. Polygenic risk score constructed using the latest Parkinson's disease risk meta-analysis were associated with Parkinson's disease status (p = 0.035) and the genomic architecture of CSF amyloid beta1-42 (R2 = 2.29%; p = 2.5 × 10-11). Individuals with higher polygenic risk scores for PD risk presented with lower CSF amyloid beta1-42 levels (p = 7.3 × 10-04). Two-sample Mendelian Randomization revealed that CSF amyloid beta1-42 plays a role in Parkinson's disease (p = 1.4 × 10-05) and age at onset (p = 7.6 × 10-06), an effect mainly mediated by variants in the APOE locus. In a subset of PD samples, the APOE ε4 allele was associated with significantly lower levels of CSF amyloid beta1-42 (p = 3.8 × 10-06), higher mean cortical binding potentials (p = 5.8 × 10-08), and higher Braak amyloid beta score (p = 4.4 × 10-04). Together these results from high-throughput and hypothesis-free approaches converge on a genetic link between Parkinson's disease, CSF amyloid beta1-42, and APOE.
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Affiliation(s)
- Laura Ibanez
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
| | - Jorge A Bahena
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
| | - Chengran Yang
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
| | - Umber Dube
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
| | - Fabiana H G Farias
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
| | - John P Budde
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
| | - Kristy Bergmann
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
| | - Carol Brenner-Webster
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
| | - John C Morris
- Hope Center for Neurologic Disorders, Washington University, St. Louis, MO, 63110, USA
- Department of Neurology, Washington University, St. Louis, MO, 63110, USA
- The Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Richard J Perrin
- Hope Center for Neurologic Disorders, Washington University, St. Louis, MO, 63110, USA
- Department of Neurology, Washington University, St. Louis, MO, 63110, USA
- The Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Pathology and Immunology, Washington University, St. Louis, MO, 63110, USA
| | - Nigel J Cairns
- Hope Center for Neurologic Disorders, Washington University, St. Louis, MO, 63110, USA
- Department of Neurology, Washington University, St. Louis, MO, 63110, USA
- The Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Pathology and Immunology, Washington University, St. Louis, MO, 63110, USA
- College of Medicine and Health, University of Exeter, Exeter, Devon, UK
| | - John O'Donnell
- Department of Neurology, Washington University, St. Louis, MO, 63110, USA
| | - Ignacio Álvarez
- Memory Unit, Department of Neurology, University Hospital Mutua de Terrassa, University of Barcelona, Terrassa, Barcelona, Spain
- Fundació per a la Recerca Biomèdica i Social Mútua de Terrassa, University of Barcelona, Terrassa, Barcelona, Spain
| | - Monica Diez-Fairen
- Memory Unit, Department of Neurology, University Hospital Mutua de Terrassa, University of Barcelona, Terrassa, Barcelona, Spain
- Fundació per a la Recerca Biomèdica i Social Mútua de Terrassa, University of Barcelona, Terrassa, Barcelona, Spain
| | - Miquel Aguilar
- Memory Unit, Department of Neurology, University Hospital Mutua de Terrassa, University of Barcelona, Terrassa, Barcelona, Spain
- Fundació per a la Recerca Biomèdica i Social Mútua de Terrassa, University of Barcelona, Terrassa, Barcelona, Spain
| | - Rebecca Miller
- Department of Neurology, Washington University, St. Louis, MO, 63110, USA
| | - Albert A Davis
- Hope Center for Neurologic Disorders, Washington University, St. Louis, MO, 63110, USA
- Department of Neurology, Washington University, St. Louis, MO, 63110, USA
| | - Pau Pastor
- Memory Unit, Department of Neurology, University Hospital Mutua de Terrassa, University of Barcelona, Terrassa, Barcelona, Spain
- Fundació per a la Recerca Biomèdica i Social Mútua de Terrassa, University of Barcelona, Terrassa, Barcelona, Spain
| | - Paul Kotzbauer
- Hope Center for Neurologic Disorders, Washington University, St. Louis, MO, 63110, USA
- Department of Neurology, Washington University, St. Louis, MO, 63110, USA
| | - Meghan C Campbell
- Department of Neurology, Washington University, St. Louis, MO, 63110, USA
- Departments of Neuroscience and Radiology, Programs in Physical Therapy and Occupational Therapy, Washington University, St. Louis, MO, 63110, USA
| | - Joel S Perlmutter
- Hope Center for Neurologic Disorders, Washington University, St. Louis, MO, 63110, USA
- Department of Neurology, Washington University, St. Louis, MO, 63110, USA
- Departments of Neuroscience and Radiology, Programs in Physical Therapy and Occupational Therapy, Washington University, St. Louis, MO, 63110, USA
| | - Herve Rhinn
- Department of Bioinformatics, Alector, INC, San Francisco, CA, 94080, USA
| | - Oscar Harari
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
- Hope Center for Neurologic Disorders, Washington University, St. Louis, MO, 63110, USA
- The Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Carlos Cruchaga
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA
- Hope Center for Neurologic Disorders, Washington University, St. Louis, MO, 63110, USA
- The Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Bruno A Benitez
- Department of Psychiatry, BJC Institute of Health, Washington University School of Medicine, Box 8134, 425 S. Euclid Ave., St. Louis, MO, 63110, USA.
- NeuroGenomics and Informatics Center, Washington University, St. Louis, MO, 63110, USA.
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6
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Bandres-Ciga S, Ahmed S, Sabir MS, Blauwendraat C, Adarmes-Gómez AD, Bernal-Bernal I, Bonilla-Toribio M, Buiza-Rueda D, Carrillo F, Carrión-Claro M, Gómez-Garre P, Jesús S, Labrador-Espinosa MA, Macias D, Méndez-del-Barrio C, Periñán-Tocino T, Tejera-Parrado C, Vargas-González L, Diez-Fairen M, Alvarez I, Tartari JP, Buongiorno M, Aguilar M, Gorostidi A, Bergareche JA, Mondragon E, Vinagre-Aragon A, Croitoru I, Ruiz-Martínez J, Dols-Icardo O, Kulisevsky J, Marín-Lahoz J, Pagonabarraga J, Pascual-Sedano B, Ezquerra M, Cámara A, Compta Y, Fernández M, Fernández-Santiago R, Muñoz E, Tolosa E, Valldeoriola F, Gonzalez-Aramburu I, Sanchez Rodriguez A, Sierra M, Menéndez-González M, Blazquez M, Garcia C, Suarez-San Martin E, García-Ruiz P, Martínez-Castrillo JC, Vela-Desojo L, Ruz C, Barrero FJ, Escamilla-Sevilla F, Mínguez-Castellanos A, Cerdan D, Tabernero C, Gomez Heredia MJ, Perez Errazquin F, Romero-Acebal M, Feliz C, Lopez-Sendon JL, Mata M, Martínez Torres I, Kim JJ, Dalgard CL, The American Genome Center, Brooks J, Saez-Atienzar S, Gibbs JR, Jorda R, Botia JA, Bonet-Ponce L, Morrison KE, Clarke C, Tan M, Morris H, Edsall C, Hernandez D, Simon-Sanchez J, Nalls MA, Scholz SW, Jimenez-Escrig A, Duarte J, Vives F, Duran R, Hoenicka J, Alvarez V, Infante J, Marti MJ, Clarimón J, López de Munain A, Pastor P, Mir P, Singleton A. The Genetic Architecture of Parkinson Disease in Spain: Characterizing Population-Specific Risk, Differential Haplotype Structures, and Providing Etiologic Insight. Mov Disord 2019; 34:1851-1863. [PMID: 31660654 PMCID: PMC8393828 DOI: 10.1002/mds.27864] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 08/08/2019] [Accepted: 08/25/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND The Iberian Peninsula stands out as having variable levels of population admixture and isolation, making Spain an interesting setting for studying the genetic architecture of neurodegenerative diseases. OBJECTIVES To perform the largest PD genome-wide association study restricted to a single country. METHODS We performed a GWAS for both risk of PD and age at onset in 7,849 Spanish individuals. Further analyses included population-specific risk haplotype assessments, polygenic risk scoring through machine learning, Mendelian randomization of expression, and methylation data to gain insight into disease-associated loci, heritability estimates, genetic correlations, and burden analyses. RESULTS We identified a novel population-specific genome-wide association study signal at PARK2 associated with age at onset, which was likely dependent on the c.155delA mutation. We replicated four genome-wide independent signals associated with PD risk, including SNCA, LRRK2, KANSL1/MAPT, and HLA-DQB1. A significant trend for smaller risk haplotypes at known loci was found compared to similar studies of non-Spanish origin. Seventeen PD-related genes showed functional consequence by two-sample Mendelian randomization in expression and methylation data sets. Long runs of homozygosity at 28 known genes/loci were found to be enriched in cases versus controls. CONCLUSIONS Our data demonstrate the utility of the Spanish risk haplotype substructure for future fine-mapping efforts, showing how leveraging unique and diverse population histories can benefit genetic studies of complex diseases. The present study points to PARK2 as a major hallmark of PD etiology in Spain. © 2019 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Sara Bandres-Ciga
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
| | - Sarah Ahmed
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
| | - Marya S. Sabir
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
| | - Cornelis Blauwendraat
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Astrid D. Adarmes-Gómez
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Inmaculada Bernal-Bernal
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Marta Bonilla-Toribio
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Dolores Buiza-Rueda
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Fátima Carrillo
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Mario Carrión-Claro
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Pilar Gómez-Garre
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Silvia Jesús
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Miguel A. Labrador-Espinosa
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Daniel Macias
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Carlota Méndez-del-Barrio
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Teresa Periñán-Tocino
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Cristina Tejera-Parrado
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Laura Vargas-González
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Monica Diez-Fairen
- Fundació Docència i Recerca Mútua de Terrassa and Movement Disorders Unit, Department of Neurology, University Hospital Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Ignacio Alvarez
- Fundació Docència i Recerca Mútua de Terrassa and Movement Disorders Unit, Department of Neurology, University Hospital Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Juan Pablo Tartari
- Fundació Docència i Recerca Mútua de Terrassa and Movement Disorders Unit, Department of Neurology, University Hospital Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Mariateresa Buongiorno
- Fundació Docència i Recerca Mútua de Terrassa and Movement Disorders Unit, Department of Neurology, University Hospital Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Miquel Aguilar
- Fundació Docència i Recerca Mútua de Terrassa and Movement Disorders Unit, Department of Neurology, University Hospital Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Ana Gorostidi
- Neurodegenerative Disorders Area, Biodonostia Health Research Institute, San Sebastián, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
- Plataforma de Genomica, Instituto de Investigacion Biodonostia, San Sebastián, Spain
| | - Jesús Alberto Bergareche
- Neurodegenerative Disorders Area, Biodonostia Health Research Institute, San Sebastián, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
- Unidad de Trastornos de Movimiento, Departamento de Neurologia, Hospital Universitario de Donostia, San Sebastián, Spain
| | - Elisabet Mondragon
- Neurodegenerative Disorders Area, Biodonostia Health Research Institute, San Sebastián, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
- Unidad de Trastornos de Movimiento, Departamento de Neurologia, Hospital Universitario de Donostia, San Sebastián, Spain
| | - Ana Vinagre-Aragon
- Unidad de Trastornos de Movimiento, Departamento de Neurologia, Hospital Universitario de Donostia, San Sebastián, Spain
| | - Ioana Croitoru
- Neurodegenerative Disorders Area, Biodonostia Health Research Institute, San Sebastián, Spain
| | - Javier Ruiz-Martínez
- Neurodegenerative Disorders Area, Biodonostia Health Research Institute, San Sebastián, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
- Unidad de Trastornos de Movimiento, Departamento de Neurologia, Hospital Universitario de Donostia, San Sebastián, Spain
| | - Oriol Dols-Icardo
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Genetics of Neurodegenerative Disorders Unit, IIB Sant Pau, and Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Jaime Kulisevsky
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Movement Disorders Unit, Neurology Department, Sant Pau Hospital, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Juan Marín-Lahoz
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Movement Disorders Unit, Neurology Department, Sant Pau Hospital, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Javier Pagonabarraga
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Movement Disorders Unit, Neurology Department, Sant Pau Hospital, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Berta Pascual-Sedano
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Movement Disorders Unit, Neurology Department, Sant Pau Hospital, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Mario Ezquerra
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Lab. of Parkinson disease and Other Neurodegenerative Movement Disorders, IDIBAPS-Institut d’Investigacions Biomèdiques, Barcelona, Catalonia, Spain
- Unitat de Parkinson i Trastorns del Moviment. Servicio de Neurologia, Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain
| | - Ana Cámara
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Lab. of Parkinson disease and Other Neurodegenerative Movement Disorders, IDIBAPS-Institut d’Investigacions Biomèdiques, Barcelona, Catalonia, Spain
- Unitat de Parkinson i Trastorns del Moviment. Servicio de Neurologia, Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain
| | - Yaroslau Compta
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Lab. of Parkinson disease and Other Neurodegenerative Movement Disorders, IDIBAPS-Institut d’Investigacions Biomèdiques, Barcelona, Catalonia, Spain
- Unitat de Parkinson i Trastorns del Moviment. Servicio de Neurologia, Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain
| | - Manel Fernández
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Lab. of Parkinson disease and Other Neurodegenerative Movement Disorders, IDIBAPS-Institut d’Investigacions Biomèdiques, Barcelona, Catalonia, Spain
- Unitat de Parkinson i Trastorns del Moviment. Servicio de Neurologia, Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain
| | - Rubén Fernández-Santiago
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Lab. of Parkinson disease and Other Neurodegenerative Movement Disorders, IDIBAPS-Institut d’Investigacions Biomèdiques, Barcelona, Catalonia, Spain
- Unitat de Parkinson i Trastorns del Moviment. Servicio de Neurologia, Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain
| | - Esteban Muñoz
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Lab. of Parkinson disease and Other Neurodegenerative Movement Disorders, IDIBAPS-Institut d’Investigacions Biomèdiques, Barcelona, Catalonia, Spain
- Unitat de Parkinson i Trastorns del Moviment. Servicio de Neurologia, Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain
| | - Eduard Tolosa
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Lab. of Parkinson disease and Other Neurodegenerative Movement Disorders, IDIBAPS-Institut d’Investigacions Biomèdiques, Barcelona, Catalonia, Spain
- Unitat de Parkinson i Trastorns del Moviment. Servicio de Neurologia, Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain
| | - Francesc Valldeoriola
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Lab. of Parkinson disease and Other Neurodegenerative Movement Disorders, IDIBAPS-Institut d’Investigacions Biomèdiques, Barcelona, Catalonia, Spain
- Unitat de Parkinson i Trastorns del Moviment. Servicio de Neurologia, Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain
| | - Isabel Gonzalez-Aramburu
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Servicio de Neurología, Hospital Universitario Marqués de Valdecilla (IDIVAL) and Universidad de Cantabria, Santander, Spain
| | - Antonio Sanchez Rodriguez
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Servicio de Neurología, Hospital Universitario Marqués de Valdecilla (IDIVAL) and Universidad de Cantabria, Santander, Spain
| | - María Sierra
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Servicio de Neurología, Hospital Universitario Marqués de Valdecilla (IDIVAL) and Universidad de Cantabria, Santander, Spain
| | - Manuel Menéndez-González
- Servicio de Neurología, Hospital Universitario Central de Asturias, Asturias, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Asturias, Spain
| | - Marta Blazquez
- Servicio de Neurología, Hospital Universitario Central de Asturias, Asturias, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Asturias, Spain
| | - Ciara Garcia
- Servicio de Neurología, Hospital Universitario Central de Asturias, Asturias, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Asturias, Spain
| | - Esther Suarez-San Martin
- Servicio de Neurología, Hospital Universitario Central de Asturias, Asturias, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Asturias, Spain
| | - Pedro García-Ruiz
- Departamento de Neurologia, Instituto de Investigación Sanitaria Fundación Jiménez Díaz, Madrid, Spain
| | - Juan Carlos Martínez-Castrillo
- Departamento de Neurologia, Instituto Ramón y Cajal de Investigación Sanitaria, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Lydia Vela-Desojo
- Servicio de Neurologia, Hospital Universitario Fundación Alcorcón, Madrid, Spain
| | - Clara Ruz
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
- Centro de Investigacion Biomedica and Departamento de Fisiologia, Facultad de Medicina, Universidad de Granada, Granada, Spain
| | - Francisco Javier Barrero
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
- Servicio de Neurología, Hospital Universitario San Cecilio, Granada, Universidad de Granada, Spain
| | - Francisco Escamilla-Sevilla
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
- Servicio de Neurología, Hospital Universitario Virgen de las Nieves, Granada, Spain
| | - Adolfo Mínguez-Castellanos
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
- Servicio de Neurología, Hospital Universitario Virgen de las Nieves, Granada, Spain
| | - Debora Cerdan
- Servicio de Neurología, Hospital General de Segovia, Segovia, Spain
| | - Cesar Tabernero
- Servicio de Neurología, Hospital General de Segovia, Segovia, Spain
| | | | | | - Manolo Romero-Acebal
- Servicio de Neurología, Hospital Universitario Virgen de la Victoria, Malaga, Spain
| | - Cici Feliz
- Departamento de Neurologia, Instituto de Investigación Sanitaria Fundación Jiménez Díaz, Madrid, Spain
| | - Jose Luis Lopez-Sendon
- Departamento de Neurologia, Instituto Ramón y Cajal de Investigación Sanitaria, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Marina Mata
- Departamento de Neurologia, Hospital Universitario Infanta Sofía, Madrid, Spain
| | - Irene Martínez Torres
- Departamento de Neurologia, Instituto de Investigación Sanitaria La Fe, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Jonggeol Jeffrey Kim
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Clifton L. Dalgard
- Department of Anatomy, Physiology & Genetics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- The American Genome Center, Collaborative Health Initiative Research Program, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | | | - Janet Brooks
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Sara Saez-Atienzar
- Neuromuscular Diseases Research Section, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - J. Raphael Gibbs
- Computational Biology Group, Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Rafael Jorda
- Departamento de Ingeniería de la Información y las Comunicaciones, Universidad de Murcia, Murcia, Spain
| | - Juan A. Botia
- Departamento de Ingeniería de la Información y las Comunicaciones, Universidad de Murcia, Murcia, Spain
- Department of Molecular Neuroscience, UCL, Institute of Neurology, London, United Kingdom
| | - Luis Bonet-Ponce
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Karen E. Morrison
- Department of Neurology, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Carl Clarke
- University of Birmingham, Birmingham, United Kingdom
- Sandwell and West Birmingham Hospitals NHS Trust, Birmingham, United Kingdom
| | - Manuela Tan
- Department of Clinical Neuroscience, University College London, London, United Kingdom
| | - Huw Morris
- Department of Clinical Neuroscience, University College London, London, United Kingdom
| | - Connor Edsall
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Dena Hernandez
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
| | - Javier Simon-Sanchez
- Department for Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, University of Tübingen, and DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Mike A. Nalls
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
- Data Tecnica International, Glen Echo, Maryland, USA
| | - Sonja W. Scholz
- Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
- Department of Neurology, Johns Hopkins Medical Center, Baltimore, Maryland, USA
| | - Adriano Jimenez-Escrig
- Departamento de Neurologia, Instituto Ramón y Cajal de Investigación Sanitaria, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Jacinto Duarte
- Servicio de Neurología, Hospital General de Segovia, Segovia, Spain
| | - Francisco Vives
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
- Centro de Investigacion Biomedica and Departamento de Fisiologia, Facultad de Medicina, Universidad de Granada, Granada, Spain
| | - Raquel Duran
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
- Centro de Investigacion Biomedica and Departamento de Fisiologia, Facultad de Medicina, Universidad de Granada, Granada, Spain
| | - Janet Hoenicka
- Laboratorio de Neurogenética y Medicina Molecular, Institut de Recerca Sant Joan de Déu, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Victoria Alvarez
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Asturias, Spain
- Laboratorio de Genética, Hospital Universitario Central de Asturias, Asturias, Spain
| | - Jon Infante
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Servicio de Neurología, Hospital Universitario Marqués de Valdecilla (IDIVAL) and Universidad de Cantabria, Santander, Spain
| | - Maria José Marti
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Lab. of Parkinson disease and Other Neurodegenerative Movement Disorders, IDIBAPS-Institut d’Investigacions Biomèdiques, Barcelona, Catalonia, Spain
- Unitat de Parkinson i Trastorns del Moviment. Servicio de Neurologia, Hospital Clínic de Barcelona and Institut de Neurociencies de la Universitat de Barcelona (Maria de Maetzu Center), Catalonia, Spain
| | - Jordi Clarimón
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
- Genetics of Neurodegenerative Disorders Unit, IIB Sant Pau, and Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Adolfo López de Munain
- Neurodegenerative Disorders Area, Biodonostia Health Research Institute, San Sebastián, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain
- Departamento de Neurociencias. UPV-EHU, Servicio de Neurología, Hospital Universitario Donostia, San Sebastián, Spain
| | - Pau Pastor
- Fundació Docència i Recerca Mútua de Terrassa and Movement Disorders Unit, Department of Neurology, University Hospital Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Pablo Mir
- Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla, Seville, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Andrew Singleton
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, USA
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