Local genetic effects on gene expression across 44 human tissues

Author:

Aguet François,Brown Andrew A.,Castel Stephane E.,Davis Joe R.,Mohammadi Pejman,Segrè Ayellet V.,Zappala Zachary,Abell Nathan S.,Frésard Laure,Gamazon Eric R.,Gelfand Ellen,Gloudemans Michael J.,He Yuan,Hormozdiari Farhad,Li Xiao,Li Xin,Liu Boxiang,Garrido-Martín Diego,Ongen Halit,Palowitch John J.,Park YoSon,Peterson Christine B.,Quon Gerald,Ripke Stephan,Shabalin Andrey A.,Shimko Tyler C.,Strober Benjamin J.,Sullivan Timothy J.,Teran Nicole A.,Tsang Emily K.,Zhang Hailei,Zhou Yi-Hui,Battle Alexis,Bustamonte Carlos D.,Cox Nancy J.,Engelhardt Barbara E.,Eskin Eleazar,Getz Gad,Kellis Manolis,Li Gen,MacArthur Daniel G.,Nobel Andrew B.,Sabbati Chiara,Wen Xiaoquan,Wright Fred A.,Lappalainen Tuuli,Ardlie Kristin G.,Dermitzakis Emmanouil T.,Brown Christopher D.ORCID,Montgomery Stephen B.,

Abstract

AbstractExpression quantitative trait locus (eQTL) mapping provides a powerful means to identify functional variants influencing gene expression and disease pathogenesis. We report the identification of cis-eQTLs from 7,051 post-mortem samples representing 44 tissues and 449 individuals as part of the Genotype-Tissue Expression (GTEx) project. We find a cis-eQTL for 88% of all annotated protein-coding genes, with one-third having multiple independent effects. We identify numerous tissue-specific cis-eQTLs, highlighting the unique functional impact of regulatory variation in diverse tissues. By integrating large-scale functional genomics data and state-of-the-art fine-mapping algorithms, we identify multiple features predictive of tissue-specific and shared regulatory effects. We improve estimates of cis-eQTL sharing and effect sizes using allele specific expression across tissues. Finally, we demonstrate the utility of this large compendium of cis-eQTLs for understanding the tissue-specific etiology of complex traits, including coronary artery disease. The GTEx project provides an exceptional resource that has improved our understanding of gene regulation across tissues and the role of regulatory variation in human genetic diseases.

Publisher

Cold Spring Harbor Laboratory

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