Skip to main content

ORIGINAL RESEARCH article

Front. Genet.

Sec. Computational Genomics

Volume 16 - 2025 | doi: 10.3389/fgene.2025.1559798

This article is part of the Research Topic Advances in circRNA Research: Disease Associations and Diagnostic Innovations View all articles

Comprehensive Analysis of Non-Coding RNA-Mediated Endothelial Cell-Specific Regulatory Circuits in Coronary Artery Disease Risk

Provisionally accepted
Boshui Huang Boshui Huang 1*Zhijie Lai Zhijie Lai 2*Xiaoyu Wang Xiaoyu Wang 3*Qinhao Zhang Qinhao Zhang 4*Tingting Hu Tingting Hu 4*Fulong Yu Fulong Yu 4*Shuxian Zhou Shuxian Zhou 1Yan Zhang Yan Zhang 3*Juan Meng Juan Meng 5*
  • 1 Department of Cardiology, Sun Yat-sen Memorial Hospital, Guangzhou, China
  • 2 Division of Cardiology, Puning People's Hospital, Puning, China, Puning, China
  • 3 Guangdong Provincial People's Hospital, Guangzhou, Guangdong Province, China
  • 4 School of Life Sciences, Guangzhou University, Guandong, China
  • 5 State Key Discipline of Infection Diseases, Shenzhen Third People's Hospital, Shenzhen, China

The final, formatted version of the article will be published soon.

    Coronary artery disease (CAD) remains the leading cause of mortality worldwide, driven by both lifestyle factors and genetic predisposition. Large-scale population genetic studies have greatly enhanced our understanding of the genetic underpinnings of CAD and facilitated the discovery of disease-associated genes. Noncoding RNAs, such as circular RNAs (circRNAs) and microRNAs (miRNAs), play crucial roles in the regulation of these genes. However, the impact of CAD-associated genetic variants on noncoding RNAs and their regulatory gene networks remain largely unexplored. In this study, we systematically identified the targets of both noncoding and coding genes influenced by CAD-associated variants. We constructed a CAD risk gene network, encompassing circRNAs, miRNA and genes, based on the concept of competing endogenous RNA regulation. Additionally, we focused on the endothelial cell (EC)-specific gene regulatory network to prioritize diseaseassociated circRNAs. Notably, we identified two CAD-associated variants that may disrupt circZNF609 and circABCC1, potentially altering their function as miRNA sponges and impacting EC-specific gene regulation, ultimately contributing to disease risk. Our findings link CAD genetic predisposition to noncoding RNA-mediated gene regulatory mechanisms in specific cell types, providing a valuable resource for novel target identification and advancing precision medicine in CAD.

    Keywords: Coronary artery disease (CAD), Circular RNA (circRNA), GWAS, Endothelial cell (EC), genetic variants

    Received: 13 Jan 2025; Accepted: 07 Feb 2025.

    Copyright: © 2025 Huang, Lai, Wang, Zhang, Hu, Yu, Zhou, Zhang and Meng. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence:
    Boshui Huang, Department of Cardiology, Sun Yat-sen Memorial Hospital, Guangzhou, 510000, China
    Zhijie Lai, Division of Cardiology, Puning People's Hospital, Puning, China, Puning, China
    Xiaoyu Wang, Guangdong Provincial People's Hospital, Guangzhou, 510317, Guangdong Province, China
    Qinhao Zhang, School of Life Sciences, Guangzhou University, Guandong, China
    Tingting Hu, School of Life Sciences, Guangzhou University, Guandong, China
    Fulong Yu, School of Life Sciences, Guangzhou University, Guandong, China
    Yan Zhang, Guangdong Provincial People's Hospital, Guangzhou, 510317, Guangdong Province, China
    Juan Meng, State Key Discipline of Infection Diseases, Shenzhen Third People's Hospital, Shenzhen, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

    Research integrity at Frontiers

    Man ultramarathon runner in the mountains he trains at sunset

    94% of researchers rate our articles as excellent or good

    Learn more about the work of our research integrity team to safeguard the quality of each article we publish.


    Find out more