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Whole-genome sequencing analysis of the cardiometabolic proteome.
Gilly, Arthur; Park, Young-Chan; Png, Grace; Barysenka, Andrei; Fischer, Iris; Bjørnland, Thea; Southam, Lorraine; Suveges, Daniel; Neumeyer, Sonja; Rayner, N William; Tsafantakis, Emmanouil; Karaleftheri, Maria; Dedoussis, George; Zeggini, Eleftheria.
Affiliation
  • Gilly A; Institute of Translational Genomics, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.
  • Park YC; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, CB10 1SA, UK.
  • Png G; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, CB10 1SA, UK.
  • Barysenka A; University of Cambridge, Cambridge, UK.
  • Fischer I; Institute of Translational Genomics, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.
  • Bjørnland T; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, CB10 1SA, UK.
  • Southam L; Institute of Translational Genomics, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.
  • Suveges D; Institute of Translational Genomics, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.
  • Neumeyer S; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, CB10 1SA, UK.
  • Rayner NW; Department of Mathematical Sciences, Norwegian University of Science and Technology, NO-7491, Trondheim, Norway.
  • Tsafantakis E; Institute of Translational Genomics, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.
  • Karaleftheri M; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, CB10 1SA, UK.
  • Dedoussis G; Wellcome Centre for Human Genetics, Oxford, UK.
  • Zeggini E; Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, CB10 1SA, UK.
Nat Commun ; 11(1): 6336, 2020 12 10.
Article in En | MEDLINE | ID: mdl-33303764
ABSTRACT
The human proteome is a crucial intermediate between complex diseases and their genetic and environmental components, and an important source of drug development targets and biomarkers. Here, we comprehensively assess the genetic architecture of 257 circulating protein biomarkers of cardiometabolic relevance through high-depth (22.5×) whole-genome sequencing (WGS) in 1328 individuals. We discover 131 independent sequence variant associations (P < 7.45 × 10-11) across the allele frequency spectrum, all of which replicate in an independent cohort (n = 1605, 18.4x WGS). We identify for the first time replicating evidence for rare-variant cis-acting protein quantitative trait loci for five genes, involving both coding and noncoding variation. We construct and validate polygenic scores that explain up to 45% of protein level variation. We find causal links between protein levels and disease risk, identifying high-value biomarkers and drug development targets.
Subject(s)

Full text: 1 Database: MEDLINE Main subject: Proteome / Whole Genome Sequencing / Myocardium Type of study: Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Nat Commun Journal subject: BIOLOGIA / CIENCIA Year: 2020 Type: Article Affiliation country: Germany

Full text: 1 Database: MEDLINE Main subject: Proteome / Whole Genome Sequencing / Myocardium Type of study: Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Nat Commun Journal subject: BIOLOGIA / CIENCIA Year: 2020 Type: Article Affiliation country: Germany