Protein-metabolite association studies identify novel proteomic determinants of metabolite levels in human plasma

NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Although many novel gene-metabolite and gene-protein associations have been identified using high-throughput biochemical profiling, systematic studies that leverage human genetics to illuminate causal relationships between circulating proteins and metabolites are lacking. Here, we performed protein-metabolite association studies in 3,626 plasma samples from three human cohorts. We detected 171,800 significant protein-metabolite pairwise correlations between 1,265 proteins and 365 metabolites, including established relationships in metabolic and signaling pathways such as the protein thyroxine-binding globulin and the metabolite thyroxine, as well as thousands of new findings. In Mendelian randomization (MR) analyses, we identified putative causal protein-to-metabolite associations. We experimentally validated top MR associations in proof-of-concept plasma metabolomics studies in three murine knockout strains of key protein regulators. These analyses identified previously unrecognized associations between bioactive proteins and metabolites in human plasma. We provide publicly available data to be leveraged for studies in human metabolism and disease.

Original languageEnglish (US)
Pages (from-to)1646-1660.e3
JournalCell Metabolism
Volume35
Issue number9
DOIs
StatePublished - Sep 5 2023

Keywords

  • GWAS
  • functional genomics
  • genome-wide association study
  • genomics
  • metabolomics
  • multi-omics
  • pathway discovery
  • proteomics

ASJC Scopus subject areas

  • Physiology
  • Molecular Biology
  • Cell Biology

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