Plasma proteome analyses in individuals of European and African ancestry identify cis-pQTLs and models for proteome-wide association studies

被引:152
作者
Zhang, Jingning [1 ]
Dutta, Diptavo [1 ]
Koettgen, Anna [2 ,3 ,4 ]
Tin, Adrienne [2 ,5 ,6 ]
Schlosser, Pascal [2 ,3 ,4 ]
Grams, Morgan E. [2 ,7 ]
Harvey, Benjamin [1 ]
Yu, Bing [8 ]
Boerwinkle, Eric [8 ,9 ]
Coresh, Josef [1 ,2 ,7 ]
Chatterjee, Nilanjan [1 ,10 ]
机构
[1] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Biostat, Baltimore, MD 21205 USA
[2] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA
[3] Univ Freiburg, Fac Med, Inst Genet Epidemiol, Freiburg, Germany
[4] Univ Freiburg, Med Ctr, Freiburg, Germany
[5] Univ Mississippi, Med Ctr, MIND Ctr, Jackson, MS 39216 USA
[6] Univ Mississippi, Med Ctr, Div Nephrol, Jackson, MS 39216 USA
[7] Johns Hopkins Univ, Sch Med, Dept Med, Baltimore, MD 21205 USA
[8] Univ Texas Hlth Sci Ctr Houston, Sch Publ Hlth, Epidemiol Human Genet & Environm Sci, Houston, TX 77030 USA
[9] Baylor Coll Med, Human Genome Sequencing Ctr, Houston, TX 77030 USA
[10] Johns Hopkins Univ, Sch Med, Dept Oncol, Baltimore, MD 21205 USA
基金
美国国家卫生研究院;
关键词
GENE-EXPRESSION; MESSENGER-RNA; STATISTICS; VARIANTS; PROTEINS; DISEASE; DESIGN;
D O I
10.1038/s41588-022-01051-w
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Improved understanding of genetic regulation of the proteome can facilitate identification of the causal mechanisms for complex traits. We analyzed data on 4,657 plasma proteins from 7,213 European American (EA) and 1,871 African American (AA) individuals from the Atherosclerosis Risk in Communities study, and further replicated findings on 467 AA individuals from the African American Study of Kidney Disease and Hypertension study. Here, we identified 2,004 proteins in EA and 1,618 in AA, with most overlapping, which showed associations with common variants in cis-regions. Availability of AA samples led to smaller credible sets and notable number of population-specific cis-protein quantitative trait loci. Elastic Net produced powerful models for protein prediction in both populations. An application of proteome-wide association studies to serum urate and gout implicated several proteins, including IL1RN, revealing the promise of the drug anakinra to treat acute gout flares. Our study demonstrates the value of large and diverse ancestry study to investigate the genetic mechanisms of molecular phenotypes and their relationship with complex traits. Analyses of cis-genetic regulation of the plasma proteome in European and African American populations lead to the identification of shared and unique cis-protein quantitative trait loci and models for proteome-wide association studies of complex traits.
引用
收藏
页码:593 / +
页数:26
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