Plasma proteomic associations with genetics and health in the UK Biobank

Benjamin B. Sun(Biogen (United States)), Joshua Chiou(Pfizer (United States)), Matthew Traylor(Novo Nordisk (United Kingdom)), Christian Benner, Yi‐Hsiang Hsu(Amgen (United States)), Tom G. Richardson(GlaxoSmithKline (United Kingdom)), Praveen Surendran(GlaxoSmithKline (United Kingdom)), Anubha Mahajan, Chloe Robins(GlaxoSmithKline (United States)), Steven G. Grinnell(Bristol-Myers Squibb (United States)), Liping Hou(Janssen (United States)), Erika Kvikstad(Bristol-Myers Squibb (United States)), Oliver S. Burren(AstraZeneca (United Kingdom)), Jonathan Davitte(GlaxoSmithKline (United States)), Kyle Ferber(Biogen (United States)), Christopher E. Gillies(Regeneron (United States)), Åsa K. Hedman(Pfizer (Sweden)), Sile Hu(Novo Nordisk (United Kingdom)), Tin-Chi Lin(Biogen (United States)), Rajesh Mikkilineni(Takeda (United States)), Rion Pendergrass, Corran Pickering(UK Biobank), Bram P. Prins(AstraZeneca (United Kingdom)), Denis Baird(Biogen (United States)), Chia‐Yen Chen(Biogen (United States)), Lucas D. Ward(Alnylam Pharmaceuticals (United States)), Aimée M. Deaton(Alnylam Pharmaceuticals (United States)), Samantha Welsh(UK Biobank), Carissa M. Willis(Alnylam Pharmaceuticals (United States)), Nick Lehner(Helmholtz Zentrum München), Matthias Arnold(Duke University), Maria A. Wörheide(Helmholtz Zentrum München), Karsten Suhre(Weill Cornell Medical College in Qatar), Gabi Kastenmüller(Helmholtz Zentrum München), Anurag Sethi(Enzo Life Sciences (United States)), Madeleine Cule(Enzo Life Sciences (United States)), Anil Raj(Enzo Life Sciences (United States)), Alnylam Human Genetics(Regeneron (United States)), AstraZeneca Genomics Initiative(UK Biobank), Biogen Biobank Team(Enzo Life Sciences (United States)), Bristol Myers Squibb(Janssen (United States)), Genentech Human Genetics(Pfizer (United States)), GlaxoSmithKline Genomic Sciences(Novo Nordisk (United Kingdom)), Pfizer Integrative Biology(Regeneron (United States)), Population Analytics of Janssen Data Sciences, Hyun Ming Kang(Alnylam Pharmaceuticals (United States)), Lucy Burkitt-Gray(AstraZeneca (United Kingdom)), Eugene Melamud(GlaxoSmithKline (United Kingdom)), Mary Helen Black(Takeda (United States)), Eric B. Fauman(Pfizer (United States)), Joanna M. M. Howson(Novo Nordisk (United Kingdom)), Hyun Min Kang(Regeneron (United States)), Mark I. McCarthy(Bristol-Myers Squibb (United States)), Paul Nioi(Amgen (United States)), Slavé Petrovski(AstraZeneca (United Kingdom)), Robert A. Scott(Biogen (United States)), Erin N. Smith(Takeda (United States)), Sándor Szalma(Takeda (United States)), Dawn Waterworth(Janssen (United States)), Lyndon J. Mitnaul(Regeneron (United States)), Joseph D. Szustakowski(Bristol-Myers Squibb (United States)), Bradford W. Gibson(Amgen (United States)), Melissa Miller(Pfizer (United States)), Christopher D. Whelan(Biogen (United States))
Nature
October 4, 2023
Cited by 1,436Open Access
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Abstract

Abstract The Pharma Proteomics Project is a precompetitive biopharmaceutical consortium characterizing the plasma proteomic profiles of 54,219 UK Biobank participants. Here we provide a detailed summary of this initiative, including technical and biological validations, insights into proteomic disease signatures, and prediction modelling for various demographic and health indicators. We present comprehensive protein quantitative trait locus (pQTL) mapping of 2,923 proteins that identifies 14,287 primary genetic associations, of which 81% are previously undescribed, alongside ancestry-specific pQTL mapping in non-European individuals. The study provides an updated characterization of the genetic architecture of the plasma proteome, contextualized with projected pQTL discovery rates as sample sizes and proteomic assay coverages increase over time. We offer extensive insights into trans pQTLs across multiple biological domains, highlight genetic influences on ligand–receptor interactions and pathway perturbations across a diverse collection of cytokines and complement networks, and illustrate long-range epistatic effects of ABO blood group and FUT2 secretor status on proteins with gastrointestinal tissue-enriched expression. We demonstrate the utility of these data for drug discovery by extending the genetic proxied effects of protein targets, such as PCSK9, on additional endpoints, and disentangle specific genes and proteins perturbed at loci associated with COVID-19 susceptibility. This public–private partnership provides the scientific community with an open-access proteomics resource of considerable breadth and depth to help to elucidate the biological mechanisms underlying proteo-genomic discoveries and accelerate the development of biomarkers, predictive models and therapeutics 1 .


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