Nature Communications (Oct 2024)

Rare variant contribution to the heritability of coronary artery disease

  • Ghislain Rocheleau,
  • Shoa L. Clarke,
  • Gaëlle Auguste,
  • Natalie R. Hasbani,
  • Alanna C. Morrison,
  • Adam S. Heath,
  • Lawrence F. Bielak,
  • Kruthika R. Iyer,
  • Erica P. Young,
  • Nathan O. Stitziel,
  • Goo Jun,
  • Cecelia Laurie,
  • Jai G. Broome,
  • Alyna T. Khan,
  • Donna K. Arnett,
  • Lewis C. Becker,
  • Joshua C. Bis,
  • Eric Boerwinkle,
  • Donald W. Bowden,
  • April P. Carson,
  • Patrick T. Ellinor,
  • Myriam Fornage,
  • Nora Franceschini,
  • Barry I. Freedman,
  • Nancy L. Heard-Costa,
  • Lifang Hou,
  • Yii-Der Ida Chen,
  • Eimear E. Kenny,
  • Charles Kooperberg,
  • Brian G. Kral,
  • Ruth J. F. Loos,
  • Sharon M. Lutz,
  • JoAnn E. Manson,
  • Lisa W. Martin,
  • Braxton D. Mitchell,
  • Rami Nassir,
  • Nicholette D. Palmer,
  • Wendy S. Post,
  • Michael H. Preuss,
  • Bruce M. Psaty,
  • Laura M. Raffield,
  • Elizabeth A. Regan,
  • Stephen S. Rich,
  • Jennifer A. Smith,
  • Kent D. Taylor,
  • Lisa R. Yanek,
  • Kendra A. Young,
  • NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium,
  • Austin T. Hilliard,
  • Catherine Tcheandjieu,
  • Patricia A. Peyser,
  • Ramachandran S. Vasan,
  • Jerome I. Rotter,
  • Clint L. Miller,
  • Themistocles L. Assimes,
  • Paul S. de Vries,
  • Ron Do

DOI
https://doi.org/10.1038/s41467-024-52939-6
Journal volume & issue
Vol. 15, no. 1
pp. 1 – 13

Abstract

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Abstract Whole genome sequences (WGS) enable discovery of rare variants which may contribute to missing heritability of coronary artery disease (CAD). To measure their contribution, we apply the GREML-LDMS-I approach to WGS of 4949 cases and 17,494 controls of European ancestry from the NHLBI TOPMed program. We estimate CAD heritability at 34.3% assuming a prevalence of 8.2%. Ultra-rare (minor allele frequency ≤ 0.1%) variants with low linkage disequilibrium (LD) score contribute ~50% of the heritability. We also investigate CAD heritability enrichment using a diverse set of functional annotations: i) constraint; ii) predicted protein-altering impact; iii) cis-regulatory elements from a cell-specific chromatin atlas of the human coronary; and iv) annotation principal components representing a wide range of functional processes. We observe marked enrichment of CAD heritability for most functional annotations. These results reveal the predominant role of ultra-rare variants in low LD on the heritability of CAD. Moreover, they highlight several functional processes including cell type-specific regulatory mechanisms as key drivers of CAD genetic risk.