Cell type-specific epigenetic regulatory circuitry of coronary artery disease loci

D Dennis Hecker X Xiaoning Song N Nina Baumgarten A Anastasiia Diagel N Nikoletta Katsaouni L Ling Li S Shuangyue Li R Ranjan Kumar Maji F Fatemeh Behjati Ardakani L Lijiang Ma Z Zhaolong Li A Aldo Moggio D Daniel Tews H Hendrik Sager L Lars Maegdefessel M Martin Wabitsch (Department of Pediatrics and Adolescent Medicine, Division of Pediatric Endocrinology and Diabetes, University Hospital Ulm, Ulm, Germany) J Johan L. M. Björkegren H Heribert Schunkert (DZHK Partner Site Munich, Munich Heart Alliance, Munich, Germany) Z Zhifen Chen M Marcel H. Schulz

Abstract

Abstract Coronary artery disease is the leading cause of death worldwide. Recently, hundreds of genomic loci have been shown to increase risk for the disease, however, the molecular mechanisms underlying signals from risk loci remain largely unclear. Here, we integrate the latest statistics of coronary artery disease genetics from over one million individuals with epigenetic data from 45 cell types to identify genes and transcription factors whose regulation is affected by variants. Applying two statistical approaches, we identify 1580 candidate disease genes, including 23.5% non-coding RNA genes. Enrichment analysis and phenome-wide association studies link the candidate genes to disease-specific pathways and risk factors. We conduct a proof-of-concept biological validation for the non-coding RNA gene IQCH-AS1 via knockout in a human preadipocyte strain. Our study not only pinpoints CAD candidate genes in a cell type-specific manner but also highlights the roles of an understudied ncRNA gene in CAD genetics.

Article Details

Volume / Issue Vol. 17, Issue 1
Published March 10, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (20)

D

Dennis Hecker

X

Xiaoning Song

N

Nina Baumgarten

A

Anastasiia Diagel

N

Nikoletta Katsaouni

L

Ling Li

S

Shuangyue Li

R

Ranjan Kumar Maji

F

Fatemeh Behjati Ardakani

L

Lijiang Ma

Z

Zhaolong Li

A

Aldo Moggio

D

Daniel Tews

H

Hendrik Sager

L

Lars Maegdefessel

M

Martin Wabitsch

Department of Pediatrics and Adolescent Medicine, Division of Pediatric Endocrinology and Diabetes, University Hospital Ulm, Ulm, Germany

J

Johan L. M. Björkegren

H

Heribert Schunkert

DZHK Partner Site Munich, Munich Heart Alliance, Munich, Germany

Z

Zhifen Chen

M

Marcel H. Schulz