Jia Nee Foo1,2, Elaine Guo Yan Chew1,2, Sun Ju Chung3, Rong Peng4, Cornelis Blauwendraat5, Mike A Nalls5,6, Kin Y Mok7, Wataru Satake8,9, Tatsushi Toda9, Yinxia Chao10,11, Louis C S Tan11,12, Moses Tandiono1,2, Michelle M Lian1,2, Ebonne Y Ng10, Kumar-M Prakash10, Wing-Lok Au12, Wee-Yang Meah2, Shi Qi Mok2, Azlina Ahmad Annuar13, Anne Y Y Chan14, Ling Chen15, Yongping Chen4, Beom S Jeon16, Lulu Jiang15, Jia Lun Lim13,17, Juei-Jueng Lin18, Chunfeng Liu19, Chengjie Mao19, Vincent Mok14, Zhong Pei15, Hui-Fang Shang4, Chang-He Shi20, Kyuyoung Song21, Ai Huey Tan17, Yih-Ru Wu22, Yu-Ming Xu20, Renshi Xu23, Yaping Yan24, Jing Yang20, BaoRong Zhang24, Woon-Puay Koh11, Shen-Yang Lim17, Chiea Chuen Khor2,25, Jianjun Liu2, Eng-King Tan10,11. 1. Lee Kong Chian School of Medicine, Nanyang Technological University Singapore, Singapore, Singapore. 2. Human Genetics, Genome Institute of Singapore, A*STAR, Singapore, Singapore. 3. Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea. 4. Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China. 5. Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland. 6. Data Tecnica International LLC, Glen Echo, Maryland. 7. Department of Neurodegenerative Disease, Queen Square Institute of Neurology, University College London, London, United Kingdom. 8. Division of Neurology/Molecular Brain Science, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan. 9. Department of Neurology, The University of Tokyo Graduate School of Medicine, Bunkyo, Tokyo, Japan. 10. Department of Neurology, National Neuroscience Institute, Singapore General Hospital, Singapore, Singapore. 11. Duke-National University of Singapore Medical School, Singapore, Singapore. 12. Department of Neurology, National Neuroscience Institute, Singapore, Singapore. 13. Department of Biomedical Science, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia. 14. Margaret K. L. Cheung Research Centre for Management of Parkinsonism, Gerald Choa Neuroscience Centre, Lui Che Woo Institute of Innovative Medicine, Prince of Wales Hospital, Division of Neurology, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, PR China. 15. Department of Neurology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, PR China. 16. Department of Neurology, Seoul National University Hospital, Jongno-gu, Seoul, South Korea. 17. Mah Pooi Soo and Tan Chin Nam Centre for Parkinson's and Related Disorders, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia. 18. Department of Neurology, Chushang Show-Chwan Hospital, Zhushan District, Nantou, Taiwan. 19. Department of Neurology, Second Affiliated Hospital of Soochow University, Suzhou, PR China. 20. Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, PR China. 21. Department of Biochemistry and Molecular Biology, University of Ulsan College of Medicine, Seoul, South Korea. 22. Department of Neurology, Chang Gung Memorial Hospital, Chang Gung University, Taipei, Taiwan. 23. Department of Neurology, Jiangxi Provincial People's Hospital, Affiliated People's Hospital of Nanchang University, Nanchang, Jiangxi, PR China. 24. Second Affiliated Hospital, Department of Neurology, Zhejiang University College of Medicine, Hangzhou, Zhejiang Province, PR China. 25. Singapore Eye Research Institute, Singapore, Singapore.
Abstract
Importance: Large-scale genome-wide association studies in the European population have identified 90 risk variants associated with Parkinson disease (PD); however, there are limited studies in the largest population worldwide (ie, Asian). Objectives: To identify novel genome-wide significant loci for PD in Asian individuals and to compare genetic risk between Asian and European cohorts. Design Setting, and Participants: Genome-wide association data generated from PD cases and controls in an Asian population (ie, Singapore/Malaysia, Hong Kong, Taiwan, mainland China, and South Korea) were collected from January 1, 2016, to December 31, 2018, as part of an ongoing study. Results were combined with inverse variance meta-analysis, and replication of top loci in European and Japanese samples was performed. Discovery samples of 31 575 individuals passing quality control of 35 994 recruited were used, with a greater than 90% participation rate. A replication cohort of 1 926 361 European-ancestry and 3509 Japanese samples was analyzed. Parkinson disease was diagnosed using UK Parkinson's Disease Society Brain Bank Criteria. Main Outcomes and Measures: Genotypes of common variants, association with disease status, and polygenic risk scores. Results: Of 31 575 samples identified, 6724 PD cases (mean [SD] age, 64.3 [10] years; age at onset, 58.8 [10.6] years; 3472 [53.2%] men) and 24 851 controls (age, 59.4 [11.4] years; 11 030 [45.0%] men) were analyzed in the discovery study. Eleven genome-wide significant loci were identified; 2 of these loci were novel (SV2C and WBSCR17) and 9 were previously found in Europeans. Replication in European-ancestry and Japanese samples showed robust association for SV2C (rs246814; odds ratio, 1.16; 95% CI, 1.11-1.21; P = 1.17 × 10-10 in meta-analysis of discovery and replication samples) but showed potential genetic heterogeneity at WBSCR17 (rs9638616; I2=67.1%; P = 3.40 × 10-3 for hetereogeneity). Polygenic risk score models including variants at these 11 loci were associated with a significant improvement in area under the curve over the model based on 78 European loci alone (63.1% vs 60.2%; P = 6.81 × 10-12). Conclusions and Relevance: This study identified 2 apparently novel gene loci and found 9 previously identified European loci to be associated with PD in this large, meta-genome-wide association study in a worldwide population of Asian individuals and reports similarities and differences in genetic risk factors between Asian and European individuals in the risk for PD. These findings may lead to improved stratification of Asian patients and controls based on polygenic risk scores. Our findings have potential academic and clinical importance for risk stratification and precision medicine in Asia.
Importance: Large-scale genome-wide association studies in the European population have identified 90 risk variants associated with Parkinson disease (PD); however, there are limited studies in the largest population worldwide (ie, Asian). Objectives: To identify novel genome-wide significant loci for PD in Asian individuals and to compare genetic risk between Asian and European cohorts. Design Setting, and Participants: Genome-wide association data generated from PD cases and controls in an Asian population (ie, Singapore/Malaysia, Hong Kong, Taiwan, mainland China, and South Korea) were collected from January 1, 2016, to December 31, 2018, as part of an ongoing study. Results were combined with inverse variance meta-analysis, and replication of top loci in European and Japanese samples was performed. Discovery samples of 31 575 individuals passing quality control of 35 994 recruited were used, with a greater than 90% participation rate. A replication cohort of 1 926 361 European-ancestry and 3509 Japanese samples was analyzed. Parkinson disease was diagnosed using UK Parkinson's Disease Society Brain Bank Criteria. Main Outcomes and Measures: Genotypes of common variants, association with disease status, and polygenic risk scores. Results: Of 31 575 samples identified, 6724 PD cases (mean [SD] age, 64.3 [10] years; age at onset, 58.8 [10.6] years; 3472 [53.2%] men) and 24 851 controls (age, 59.4 [11.4] years; 11 030 [45.0%] men) were analyzed in the discovery study. Eleven genome-wide significant loci were identified; 2 of these loci were novel (SV2C and WBSCR17) and 9 were previously found in Europeans. Replication in European-ancestry and Japanese samples showed robust association for SV2C (rs246814; odds ratio, 1.16; 95% CI, 1.11-1.21; P = 1.17 × 10-10 in meta-analysis of discovery and replication samples) but showed potential genetic heterogeneity at WBSCR17 (rs9638616; I2=67.1%; P = 3.40 × 10-3 for hetereogeneity). Polygenic risk score models including variants at these 11 loci were associated with a significant improvement in area under the curve over the model based on 78 European loci alone (63.1% vs 60.2%; P = 6.81 × 10-12). Conclusions and Relevance: This study identified 2 apparently novel gene loci and found 9 previously identified European loci to be associated with PD in this large, meta-genome-wide association study in a worldwide population of Asian individuals and reports similarities and differences in genetic risk factors between Asian and European individuals in the risk for PD. These findings may lead to improved stratification of Asian patients and controls based on polygenic risk scores. Our findings have potential academic and clinical importance for risk stratification and precision medicine in Asia.
Authors: Shen-Yang Lim; Ai Huey Tan; Azlina Ahmad-Annuar; Christine Klein; Louis C S Tan; Raymond L Rosales; Roongroj Bhidayasiri; Yih-Ru Wu; Hui-Fang Shang; Andrew H Evans; Pramod K Pal; Nobutaka Hattori; Chong Tin Tan; Beomseok Jeon; Eng-King Tan; Anthony E Lang Journal: Lancet Neurol Date: 2019-06-04 Impact factor: 44.182
Authors: Cornelis Blauwendraat; Karl Heilbron; Costanza L Vallerga; Sara Bandres-Ciga; Rainer von Coelln; Lasse Pihlstrøm; Javier Simón-Sánchez; Claudia Schulte; Manu Sharma; Lynne Krohn; Ari Siitonen; Hirotaka Iwaki; Hampton Leonard; Alastair J Noyce; Manuela Tan; J Raphael Gibbs; Dena G Hernandez; Sonja W Scholz; Joseph Jankovic; Lisa M Shulman; Suzanne Lesage; Jean-Christophe Corvol; Alexis Brice; Jacobus J van Hilten; Johan Marinus; Johanna Eerola-Rautio; Pentti Tienari; Kari Majamaa; Mathias Toft; Donald G Grosset; Thomas Gasser; Peter Heutink; Joshua M Shulman; Nicolas Wood; John Hardy; Huw R Morris; David A Hinds; Jacob Gratten; Peter M Visscher; Ziv Gan-Or; Mike A Nalls; Andrew B Singleton Journal: Mov Disord Date: 2019-04-07 Impact factor: 10.338
Authors: Mike A Nalls; Cornelis Blauwendraat; Costanza L Vallerga; Karl Heilbron; Sara Bandres-Ciga; Diana Chang; Manuela Tan; Demis A Kia; Alastair J Noyce; Angli Xue; Jose Bras; Emily Young; Rainer von Coelln; Javier Simón-Sánchez; Claudia Schulte; Manu Sharma; Lynne Krohn; Lasse Pihlstrøm; Ari Siitonen; Hirotaka Iwaki; Hampton Leonard; Faraz Faghri; J Raphael Gibbs; Dena G Hernandez; Sonja W Scholz; Juan A Botia; Maria Martinez; Jean-Christophe Corvol; Suzanne Lesage; Joseph Jankovic; Lisa M Shulman; Margaret Sutherland; Pentti Tienari; Kari Majamaa; Mathias Toft; Ole A Andreassen; Tushar Bangale; Alexis Brice; Jian Yang; Ziv Gan-Or; Thomas Gasser; Peter Heutink; Joshua M Shulman; Nicholas W Wood; David A Hinds; John A Hardy; Huw R Morris; Jacob Gratten; Peter M Visscher; Robert R Graham; Andrew B Singleton Journal: Lancet Neurol Date: 2019-12 Impact factor: 44.182
Authors: Diana Chang; Mike A Nalls; Ingileif B Hallgrímsdóttir; Julie Hunkapiller; Marcel van der Brug; Fang Cai; Geoffrey A Kerchner; Gai Ayalon; Baris Bingol; Morgan Sheng; David Hinds; Timothy W Behrens; Andrew B Singleton; Tushar R Bhangale; Robert R Graham Journal: Nat Genet Date: 2017-09-11 Impact factor: 38.330
Authors: Prabhjyot Saini; Uladzislau Rudakou; Eric Yu; Jennifer A Ruskey; Farnaz Asayesh; Sandra B Laurent; Dan Spiegelman; Stanley Fahn; Cheryl Waters; Oury Monchi; Yves Dauvilliers; Nicolas Dupré; Lior Greenbaum; Sharon Hassin-Baer; Alberto J Espay; Guy A Rouleau; Roy N Alcalay; Edward A Fon; Ronald B Postuma; Ziv Gan-Or Journal: Neurobiol Aging Date: 2020-10-31 Impact factor: 4.673
Authors: Francis P Grenn; Anni Moore; Sara Bandres-Ciga; Lynne Krohn; Cornelis Blauwendraat Journal: Neurobiol Aging Date: 2021-03-24 Impact factor: 4.673
Authors: Prabhjyot Saini; Sara Bandres-Ciga; Jose Luis Alcantud; Clara Ruz; Ronald B Postuma; Ziv Gan-Or Journal: Neurobiol Aging Date: 2021-06-08 Impact factor: 4.673
Authors: Douglas P Loesch; Andrea R V R Horimoto; Karl Heilbron; Elif I Sarihan; Miguel Inca-Martinez; Emily Mason; Mario Cornejo-Olivas; Luis Torres; Pilar Mazzetti; Carlos Cosentino; Elison Sarapura-Castro; Andrea Rivera-Valdivia; Angel C Medina; Elena Dieguez; Victor Raggio; Andres Lescano; Vitor Tumas; Vanderci Borges; Henrique B Ferraz; Carlos R Rieder; Artur Schumacher-Schuh; Bruno L Santos-Lobato; Carlos Velez-Pardo; Marlene Jimenez-Del-Rio; Francisco Lopera; Sonia Moreno; Pedro Chana-Cuevas; William Fernandez; Gonzalo Arboleda; Humberto Arboleda; Carlos E Arboleda-Bustos; Dora Yearout; Cyrus P Zabetian; Paul Cannon; Timothy A Thornton; Timothy D O'Connor; Ignacio F Mata Journal: Ann Neurol Date: 2021-07-22 Impact factor: 11.274