bioRxivGeneticsPreprint
Genomic evaluation of circulating proteins for drug target characterisation and precision medicine
Lasse FolkerseniD, Stefan GustafssoniD, Qin WangiD, Daniel Hvidberg HanseniD, Åsa K. HedmaniD, Andrew Joseph SchorkiD, Karen M. PageiD, Daria V. ZhernakovaiD, Yang WuiD, James E. PetersiD, Niclas Ericsson, Sarah E. BergeniD, Thibaud BoutiniD, Andrew D. BretherickiD, Stefan EnrothiD, A Kalnapenkis, Jesper R. GådiniD, Bianca E SuuriD, Yan CheniD, Ljubica Perisic MaticiD, Jeremy D. GaleiD, Julie LeeiD, Weidong ZhangiD, Amira Quazi, Mika Ala‐KorpelaiD, , Anders MälarstigiD
Abstract
Circulating proteins are vital in human health and disease and are frequently used as biomarkers for clinical decision-making or as targets for pharmacological intervention. By mapping and replicating protein quantitative trait loci (pQTL) for 90 cardiovascular proteins in over 30,000 individuals, we identified 467 pQTLs for 85 proteins. The pQTLs were used in combination with other sources of information to evaluate known drug targets, and suggest new target candidates or repositioning opportunities, underpinned by a) causality assessment using Mendelian randomization, b) pathway mapping using trans-pQTL gene assignments, and c) protein-centric polygenic risk scores enabling matching of plausible target mechanisms to sub-groups of individuals enabling precision medicine.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 12
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