Frontiers in Genetics (Feb 2022)

Multi-Trait Genome-Wide Association Study of Atherosclerosis Detects Novel Pleiotropic Loci

  • Tiffany R. Bellomo,
  • William P. Bone,
  • Brian Y. Chen,
  • Katerina A. B. Gawronski,
  • David Zhang,
  • Joseph Park,
  • Michael Levin,
  • Michael Levin,
  • Michael Levin,
  • Noah Tsao,
  • Noah Tsao,
  • Derek Klarin,
  • Derek Klarin,
  • Derek Klarin,
  • Derek Klarin,
  • Derek Klarin,
  • Julie Lynch,
  • Julie Lynch,
  • Themistocles L. Assimes,
  • Themistocles L. Assimes,
  • J. Michael Gaziano,
  • J. Michael Gaziano,
  • J. Michael Gaziano,
  • Peter W. Wilson,
  • Peter W. Wilson,
  • Kelly Cho,
  • Kelly Cho,
  • Marijana Vujkovic,
  • Marijana Vujkovic,
  • the VA Million Veteran Program,
  • Christopher J. O’Donnell,
  • Christopher J. O’Donnell,
  • Kyong-Mi Chang,
  • Kyong-Mi Chang,
  • Kyong-Mi Chang,
  • Philip S. Tsao,
  • Philip S. Tsao,
  • Daniel J. Rader,
  • Daniel J. Rader,
  • Daniel J. Rader,
  • Marylyn D. Ritchie,
  • Marylyn D. Ritchie,
  • Marylyn D. Ritchie,
  • Scott M. Damrauer,
  • Scott M. Damrauer,
  • Scott M. Damrauer,
  • Benjamin F. Voight,
  • Benjamin F. Voight,
  • Benjamin F. Voight,
  • Benjamin F. Voight,
  • Benjamin F. Voight

DOI
https://doi.org/10.3389/fgene.2021.787545
Journal volume & issue
Vol. 12

Abstract

Read online

Although affecting different arterial territories, the related atherosclerotic vascular diseases coronary artery disease (CAD) and peripheral artery disease (PAD) share similar risk factors and have shared pathobiology. To identify novel pleiotropic loci associated with atherosclerosis, we performed a joint analysis of their shared genetic architecture, along with that of common risk factors. Using summary statistics from genome-wide association studies of nine known atherosclerotic (CAD, PAD) and atherosclerosis risk factors (body mass index, smoking initiation, type 2 diabetes, low density lipoprotein, high density lipoprotein, total cholesterol, and triglycerides), we perform 15 separate multi-trait genetic association scans which resulted in 25 novel pleiotropic loci not yet reported as genome-wide significant for their respective traits. Colocalization with single-tissue eQTLs identified candidate causal genes at 14 of the detected signals. Notably, the signal between PAD and LDL-C at the PCSK6 locus affects PCSK6 splicing in human liver tissue and induced pluripotent derived hepatocyte-like cells. These results show that joint analysis of related atherosclerotic disease traits and their risk factors allowed identification of unified biology that may offer the opportunity for therapeutic manipulation. The signal at PCSK6 represent possible shared causal biology where existing inhibitors may be able to be leveraged for novel therapies.

Keywords