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Whole-exome sequencing identifies rare genetic variants associated with human plasma metabolites.

Authors :
Bomba, Lorenzo
Walter, Klaudia
Guo, Qi
Surendran, Praveen
Kundu, Kousik
Nongmaithem, Suraj
Karim, Mohd Anisul
Stewart, Isobel D.
Langenberg, Claudia
Danesh, John
Di Angelantonio, Emanuele
Roberts, David J.
Ouwehand, Willem H.
Dunham, Ian
Butterworth, Adam S.
Soranzo, Nicole
Source :
American Journal of Human Genetics. Jun2022, Vol. 109 Issue 6, p1038-1054. 17p.
Publication Year :
2022

Abstract

Metabolite levels measured in the human population are endophenotypes for biological processes. We combined sequencing data for 3,924 (whole-exome sequencing, WES, discovery) and 2,805 (whole-genome sequencing, WGS, replication) donors from a prospective cohort of blood donors in England. We used multiple approaches to select and aggregate rare genetic variants (minor allele frequency [MAF] < 0.1%) in protein-coding regions and tested their associations with 995 metabolites measured in plasma by using ultra-high-performance liquid chromatography–tandem mass spectrometry. We identified 40 novel associations implicating rare coding variants (27 genes and 38 metabolites), of which 28 (15 genes and 28 metabolites) were replicated. We developed algorithms to prioritize putative driver variants at each locus and used mediation and Mendelian randomization analyses to test directionality at associations of metabolite and protein levels at the ACY1 locus. Overall, 66% of reported associations implicate gene targets of approved drugs or bioactive drug-like compounds, contributing to drug targets' validating efforts. [Display omitted] [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00029297
Volume :
109
Issue :
6
Database :
Academic Search Index
Journal :
American Journal of Human Genetics
Publication Type :
Academic Journal
Accession number :
157118994
Full Text :
https://doi.org/10.1016/j.ajhg.2022.04.009