TY - JOUR
T1 - Discovery and functional prioritization of Parkinson's disease candidate genes from large-scale whole exome sequencing
AU - International Parkinson's Disease Genetics Consortium (IPGDC)
AU - Jansen, Iris E.
AU - Ye, Hui
AU - Heetveld, Sasja
AU - Lechler, Marie C.
AU - Michels, Helen
AU - Seinstra, Renée I.
AU - Lubbe, Steven J.
AU - Drouet, Valérie
AU - Lesage, Suzanne
AU - Majounie, Elisa
AU - Gibbs, J. Raphael
AU - Nalls, Mike A.
AU - Ryten, Mina
AU - Botia, Juan A.
AU - Vandrovcova, Jana
AU - Simon-Sanchez, Javier
AU - Castillo-Lizardo, Melissa
AU - Rizzu, Patrizia
AU - Blauwendraat, Cornelis
AU - Chouhan, Amit K.
AU - Li, Yarong
AU - Yogi, Puja
AU - Amin, Najaf
AU - van Duijn, Cornelia M.
AU - Morris, Huw R.
AU - Brice, Alexis
AU - Singleton, Andrew B.
AU - David, Della C.
AU - Nollen, Ellen A.
AU - Jain, Shushant
AU - Shulman, Joshua M.
AU - Heutink, Peter
AU - Hernandez, Dena G.
AU - Arepalli, Sampath
AU - Brooks, Janet
AU - Price, Ryan
AU - Nicolas, Aude
AU - Chong, Sean
AU - Cookson, Mark R.
AU - Dillman, Allissa
AU - Moore, Matthew
AU - Traynor, Bryan J.
AU - Singleton, Andrew B.
AU - Plagnol, Vincent
AU - Nicholas W Wood, W Wood
AU - Sheerin, Una Marie
AU - Jose M Bras, M Bras
AU - Charlesworth, Gavin
AU - Gardner, Michelle
AU - Huang, Xuemei
N1 - Publisher Copyright:
© 2017 The Author(s).
PY - 2017/1/30
Y1 - 2017/1/30
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/85011019247
UR - https://www.scopus.com/pages/publications/85011019247#tab=citedBy
U2 - 10.1186/s13059-017-1147-9
DO - 10.1186/s13059-017-1147-9
M3 - Article
C2 - 28137300
AN - SCOPUS:85011019247
SN - 1474-7596
VL - 18
JO - Genome biology
JF - Genome biology
IS - 1
M1 - 22
ER -