Genomic and drug target evaluation of 90 cardiovascular proteins in 30,931 individuals

Lasse Folkersen(Karolinska Institutet), Stefan Gustafsson(Uppsala University), Qin Wang(Baker Heart and Diabetes Institute), Daniel Hvidberg Hansen(Clinical Microbiomics (Denmark)), Åsa K. Hedman(Pfizer (United States)), Andrew J. Schork(Translational Genomics Research Institute), Karen Page(Pfizer (United States)), Daria V. Zhernakova(University Medical Center Groningen), Yang Wu(The University of Queensland), James E. Peters(University of Cambridge), Niclas Eriksson(Uppsala University), Sarah E. Bergen(Karolinska Institutet), Thibaud Boutin(Western General Hospital), Andrew D. Bretherick(Western General Hospital), Stefan Enroth(Science for Life Laboratory), Anette Kalnapenkis(University of Tartu), Jesper R. Gådin(Karolinska Institutet), Bianca E Suur(Karolinska Institutet), Yan Chen(Karolinska Institutet), Ljubica Matic(Karolinska Institutet), Jeremy D. Gale(Pfizer (United States)), Julie Lee(Pfizer (United States)), Weidong Zhang(Pfizer (United States)), Amira Quazi(Pfizer (United States)), Mika Ala‐Korpela(Baker Heart and Diabetes Institute), Seung Hoan Choi(Broad Institute), Annique Claringbould(University Medical Center Groningen), John Danesh(University of Cambridge), George Davey Smith(University of Bristol), Federico De Masi(Clinical Microbiomics (Denmark)), Sölve Elmståhl(Lund University), Gunnar Engström(Lund University), Eric B. Fauman(Pfizer (United States)), Céline Fernandez(Lund University), Lude Franke(University Medical Center Groningen), Paul W. Franks(Lund University), Vilmantas Giedraitis(Uppsala University), Chris Haley(Western General Hospital), Anders Hamsten(Karolinska Institutet), Andrés Ingason(Mental Health Services), Åsa Johansson(Science for Life Laboratory), Peter K. Joshi(University of Edinburgh), Lars Lind(Uppsala University), Cecilia M. Lindgren(Broad Institute), Steven A. Lubitz(Broad Institute), Tom Palmer(Lancaster University), Erin Macdonald-Dunlop(University of Edinburgh), Martin Magnusson(Lund University), Olle Melander(Lund University), Karl Michaëlsson(Uppsala University), Andrew P. Morris(Centre for Human Genetics), Reedik Mägi(University of Tartu), Michael W. Nagle(Pfizer (United States)), Peter M. Nilsson(Lund University), Jan Nilsson(Lund University), Marju Orho‐Melander(Lund University), Ozren Polašek(University of Split), Bram P. Prins(University of Cambridge), Erik Pålsson(University of Gothenburg), Ting Qi(The University of Queensland), Marketa Sjögren(Lund University), Johan Sundström(Uppsala University), Praveen Surendran(University of Cambridge), Urmo Võsa(University of Tartu), Thomas Werge(Mental Health Services), Rasmus Wernersson(Clinical Microbiomics (Denmark)), Harm-Jan Westra(University Medical Center Groningen), Jian Yang(The University of Queensland), Alexandra Zhernakova(University Medical Center Groningen), Johan Ärnlöv(Karolinska Institutet), Jingyuan Fu(University Medical Center Groningen), J. G. Smith(Lund University), Tõnu Esko(Broad Institute), Caroline Hayward(Western General Hospital), Ulf Gyllensten(Science for Life Laboratory), Mikael Landén(University of Gothenburg), Agneta Siegbahn(Uppsala University), James F. Wilson(Western General Hospital), Lars Wallentin(Uppsala University), Adam S. Butterworth(University of Cambridge), Michael V. Holmes(University of Oxford), Erik Ingelsson(Cardiovascular Institute of the South), Anders Mälarstig(Malaria Consortium)
Nature Metabolism
October 16, 2020
Cited by 767Open Access
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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. Here, we map and replicate protein quantitative trait loci (pQTL) for 90 cardiovascular proteins in over 30,000 individuals, resulting in 451 pQTLs for 85 proteins. For each protein, we further perform pathway mapping to obtain trans-pQTL gene and regulatory designations. We substantiate these regulatory findings with orthogonal evidence for trans-pQTLs using mouse knockdown experiments (ABCA1 and TRIB1) and clinical trial results (chemokine receptors CCR2 and CCR5), with consistent regulation. Finally, we evaluate known drug targets, and suggest new target candidates or repositioning opportunities using Mendelian randomization. This identifies 11 proteins with causal evidence of involvement in human disease that have not previously been targeted, including EGF, IL-16, PAPPA, SPON1, F3, ADM, CASP-8, CHI3L1, CXCL16, GDF15 and MMP-12. Taken together, these findings demonstrate the utility of large-scale mapping of the genetics of the proteome and provide a resource for future precision studies of circulating proteins in human health. Folkersen et al. report the first results from the SCALLOP consortium, a collaborative framework for pQTL mapping and biomarker analysis of proteins on the Olink platform. A total of 315 primary and 136 secondary pQTLs for 85 circulating cardiovascular proteins from over 30,000 individuals were identified and replicated to yield new insights for translational studies and drug development.


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