Proteomic insights into the associations between obesity, lifestyle factors, and coronary artery disease

BMC Med. 2023 Dec 5;21(1):485. doi: 10.1186/s12916-023-03197-8.

Abstract

Background: We aimed to investigate the protein pathways linking obesity and lifestyle factors to coronary artery disease (CAD).

Methods: Summary-level genome-wide association statistics of CAD were obtained from the CARDIoGRAMplusC4D consortium (60,801 cases and 123,504 controls) and the FinnGen study (R8, 39,036 cases and 303,463 controls). Proteome-wide Mendelian randomization (MR) analysis was conducted to identify CAD-associated blood proteins, supplemented by colocalization analysis to minimize potential bias caused by linkage disequilibrium. Two-sample MR analyses were performed to assess the associations of genetically predicted four obesity measures and 13 lifestyle factors with CAD risk and CAD-associated proteins' levels. A two-step network MR analysis was conducted to explore the mediating effects of proteins in the associations between these modifiable factors and CAD.

Results: Genetically predicted levels of 41 circulating proteins were associated with CAD, and 17 of them were supported by medium to high colocalization evidence. PTK7 (protein tyrosine kinase-7), RGMB (repulsive guidance molecule BMP co-receptor B), TAGLN2 (transgelin-2), TIMP3 (tissue inhibitor of metalloproteinases 3), and VIM (vimentin) were identified as promising therapeutic targets. Several proteins were found to mediate the associations between some modifiable factors and CAD, with PCSK9, C1S, AGER (advanced glycosylation end product-specific receptor), and MST1 (mammalian Ste20-like kinase 1) exhibiting highest frequency among the mediating networks.

Conclusions: This study suggests pathways explaining the associations of obesity and lifestyle factors with CAD from alterations in blood protein levels. These insights may be used to prioritize therapeutic intervention for further study.

Keywords: Blood protein; Coronary artery disease; Lifestyle factor; Mediation; Mendelian randomization; Obesity.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cell Adhesion Molecules
  • Coronary Artery Disease* / epidemiology
  • Coronary Artery Disease* / genetics
  • Genome-Wide Association Study
  • Humans
  • Life Style
  • Mendelian Randomization Analysis
  • Obesity / complications
  • Obesity / genetics
  • Polymorphism, Single Nucleotide
  • Proprotein Convertase 9
  • Proteomics
  • Receptor Protein-Tyrosine Kinases
  • Risk Factors

Substances

  • PCSK9 protein, human
  • Proprotein Convertase 9
  • PTK7 protein, human
  • Cell Adhesion Molecules
  • Receptor Protein-Tyrosine Kinases