Connecting genetic risk to disease end points through the human blood plasma proteome

Author:

Suhre KarstenORCID,Arnold MatthiasORCID,Bhagwat Aditya Mukund,Cotton Richard J.,Engelke Rudolf,Raffler Johannes,Sarwath Hina,Thareja Gaurav,Wahl Annika,DeLisle Robert Kirk,Gold Larry,Pezer MarijaORCID,Lauc Gordan,El-Din Selim Mohammed A.,Mook-Kanamori Dennis O.,Al-Dous Eman K.,Mohamoud Yasmin A.,Malek Joel,Strauch Konstantin,Grallert Harald,Peters Annette,Kastenmüller Gabi,Gieger Christian,Graumann JohannesORCID

Abstract

Abstract Genome-wide association studies (GWAS) with intermediate phenotypes, like changes in metabolite and protein levels, provide functional evidence to map disease associations and translate them into clinical applications. However, although hundreds of genetic variants have been associated with complex disorders, the underlying molecular pathways often remain elusive. Associations with intermediate traits are key in establishing functional links between GWAS-identified risk-variants and disease end points. Here we describe a GWAS using a highly multiplexed aptamer-based affinity proteomics platform. We quantify 539 associations between protein levels and gene variants (pQTLs) in a German cohort and replicate over half of them in an Arab and Asian cohort. Fifty-five of the replicated pQTLs are located in trans. Our associations overlap with 57 genetic risk loci for 42 unique disease end points. We integrate this information into a genome-proteome network and provide an interactive web-tool for interrogations. Our results provide a basis for novel approaches to pharmaceutical and diagnostic applications.

Publisher

Springer Science and Business Media LLC

Subject

General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry

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