Iris E Jansen, Hui Ye, Sasja Heetveld, Marie C Lechler, Helen Michels, Renée I Seinstra, Steven J Lubbe, Valérie Drouet, Suzanne Lesage, Elisa Majounie, J Raphael Gibbs, Mike A Nalls, Mina Ryten, Juan A Botia, Jana Vandrovcova, Javier Simon-Sanchez, Melissa Castillo-Lizardo, Patrizia Rizzu, Cornelis Blauwendraat, Amit K Chouhan, Yarong Li, Puja Yogi, Najaf Amin, Cornelia M van Duijn, Huw R Morris, Alexis Brice, Andrew B Singleton, Della C David, Ellen A Nollen, Shushant Jain, Joshua M Shulman, Peter Heutink
{"title":"从大规模全外显子测序中发现帕金森病候选基因并确定其功能优先级。","authors":"Iris E Jansen, Hui Ye, Sasja Heetveld, Marie C Lechler, Helen Michels, Renée I Seinstra, Steven J Lubbe, Valérie Drouet, Suzanne Lesage, Elisa Majounie, J Raphael Gibbs, Mike A Nalls, Mina Ryten, Juan A Botia, Jana Vandrovcova, Javier Simon-Sanchez, Melissa Castillo-Lizardo, Patrizia Rizzu, Cornelis Blauwendraat, Amit K Chouhan, Yarong Li, Puja Yogi, Najaf Amin, Cornelia M van Duijn, Huw R Morris, Alexis Brice, Andrew B Singleton, Della C David, Ellen A Nollen, Shushant Jain, Joshua M Shulman, Peter Heutink","doi":"10.1186/s13059-017-1147-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Whole-exome sequencing (WES) has been successful in identifying genes that cause familial Parkinson's disease (PD). However, until now this approach has not been deployed to study large cohorts of unrelated participants. To discover rare PD susceptibility variants, we performed WES in 1148 unrelated cases and 503 control participants. Candidate genes were subsequently validated for functions relevant to PD based on parallel RNA-interference (RNAi) screens in human cell culture and Drosophila and C. elegans models.</p><p><strong>Results: </strong>Assuming autosomal recessive inheritance, we identify 27 genes that have homozygous or compound heterozygous loss-of-function variants in PD cases. Definitive replication and confirmation of these findings were hindered by potential heterogeneity and by the rarity of the implicated alleles. We therefore looked for potential genetic interactions with established PD mechanisms. Following RNAi-mediated knockdown, 15 of the genes modulated mitochondrial dynamics in human neuronal cultures and four candidates enhanced α-synuclein-induced neurodegeneration in Drosophila. Based on complementary analyses in independent human datasets, five functionally validated genes-GPATCH2L, UHRF1BP1L, PTPRH, ARSB, and VPS13C-also showed evidence consistent with genetic replication.</p><p><strong>Conclusions: </strong>By integrating human genetic and functional evidence, we identify several PD susceptibility gene candidates for further investigation. Our approach highlights a powerful experimental strategy with broad applicability for future studies of disorders with complex genetic etiologies.</p>","PeriodicalId":48922,"journal":{"name":"Genome Biology","volume":"18 1","pages":"22"},"PeriodicalIF":12.3000,"publicationDate":"2017-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5282828/pdf/","citationCount":"0","resultStr":"{\"title\":\"Discovery and functional prioritization of Parkinson's disease candidate genes from large-scale whole exome sequencing.\",\"authors\":\"Iris E Jansen, Hui Ye, Sasja Heetveld, Marie C Lechler, Helen Michels, Renée I Seinstra, Steven J Lubbe, Valérie Drouet, Suzanne Lesage, Elisa Majounie, J Raphael Gibbs, Mike A Nalls, Mina Ryten, Juan A Botia, Jana Vandrovcova, Javier Simon-Sanchez, Melissa Castillo-Lizardo, Patrizia Rizzu, Cornelis Blauwendraat, Amit K Chouhan, Yarong Li, Puja Yogi, Najaf Amin, Cornelia M van Duijn, Huw R Morris, Alexis Brice, Andrew B Singleton, Della C David, Ellen A Nollen, Shushant Jain, Joshua M Shulman, Peter Heutink\",\"doi\":\"10.1186/s13059-017-1147-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Whole-exome sequencing (WES) has been successful in identifying genes that cause familial Parkinson's disease (PD). However, until now this approach has not been deployed to study large cohorts of unrelated participants. To discover rare PD susceptibility variants, we performed WES in 1148 unrelated cases and 503 control participants. Candidate genes were subsequently validated for functions relevant to PD based on parallel RNA-interference (RNAi) screens in human cell culture and Drosophila and C. elegans models.</p><p><strong>Results: </strong>Assuming autosomal recessive inheritance, we identify 27 genes that have homozygous or compound heterozygous loss-of-function variants in PD cases. Definitive replication and confirmation of these findings were hindered by potential heterogeneity and by the rarity of the implicated alleles. We therefore looked for potential genetic interactions with established PD mechanisms. Following RNAi-mediated knockdown, 15 of the genes modulated mitochondrial dynamics in human neuronal cultures and four candidates enhanced α-synuclein-induced neurodegeneration in Drosophila. Based on complementary analyses in independent human datasets, five functionally validated genes-GPATCH2L, UHRF1BP1L, PTPRH, ARSB, and VPS13C-also showed evidence consistent with genetic replication.</p><p><strong>Conclusions: </strong>By integrating human genetic and functional evidence, we identify several PD susceptibility gene candidates for further investigation. 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Discovery and functional prioritization of Parkinson's disease candidate genes from large-scale whole exome sequencing.
Background: Whole-exome sequencing (WES) has been successful in identifying genes that cause familial Parkinson's disease (PD). However, until now this approach has not been deployed to study large cohorts of unrelated participants. To discover rare PD susceptibility variants, we performed WES in 1148 unrelated cases and 503 control participants. Candidate genes were subsequently validated for functions relevant to PD based on parallel RNA-interference (RNAi) screens in human cell culture and Drosophila and C. elegans models.
Results: Assuming autosomal recessive inheritance, we identify 27 genes that have homozygous or compound heterozygous loss-of-function variants in PD cases. Definitive replication and confirmation of these findings were hindered by potential heterogeneity and by the rarity of the implicated alleles. We therefore looked for potential genetic interactions with established PD mechanisms. Following RNAi-mediated knockdown, 15 of the genes modulated mitochondrial dynamics in human neuronal cultures and four candidates enhanced α-synuclein-induced neurodegeneration in Drosophila. Based on complementary analyses in independent human datasets, five functionally validated genes-GPATCH2L, UHRF1BP1L, PTPRH, ARSB, and VPS13C-also showed evidence consistent with genetic replication.
Conclusions: By integrating human genetic and functional evidence, we identify several PD susceptibility gene candidates for further investigation. Our approach highlights a powerful experimental strategy with broad applicability for future studies of disorders with complex genetic etiologies.
期刊介绍:
Genome Biology is a leading research journal that focuses on the study of biology and biomedicine from a genomic and post-genomic standpoint. The journal consistently publishes outstanding research across various areas within these fields.
With an impressive impact factor of 12.3 (2022), Genome Biology has earned its place as the 3rd highest-ranked research journal in the Genetics and Heredity category, according to Thomson Reuters. Additionally, it is ranked 2nd among research journals in the Biotechnology and Applied Microbiology category. It is important to note that Genome Biology is the top-ranking open access journal in this category.
In summary, Genome Biology sets a high standard for scientific publications in the field, showcasing cutting-edge research and earning recognition among its peers.