ORIGINAL RESEARCH article

Front. Cardiovasc. Med.

Sec. Cardiovascular Metabolism

Risk Factors of Coronary Artery Disease in Metabolic-Associated Fatty Liver Disease: A Single Center Cross-sectional Study

  • 1. Beijing Jishuitan Hospital Affiliated to Capital Medical University, Beijing, China

  • 2. Yangquan First People's Hospital, Yangquan, China

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Abstract

Abstract Introduction: The specific risk factors contributing to CAD in individuals with MAFLD have not been comprehensively examined. Given the critical role of inflammation in the pathogenesis of ASCVD, the MHR has emerged as a novel and significant inflammatory biomarker linked to CAD. Therefore, the primary objective of this study was to identify the risk factors associated with CAD in the MAFLD population, to analyze and compare MHR levels in MAFLD patients with and without concurrent CAD, and to evaluate the diagnostic and predictive value of MHR for CAD incidence within this high-risk cohort. Methods: In total, 251 patients with MAFLD, comprising 151 individuals with CAD and 100 without CAD, were included in the study conducted at the First People's Hospital of Yangquan. The diagnosis of CAD was established through coronary angiography. Biochemical indices were collected and subjected to logistic regression analysis to identify markers that exhibited differential expression between MAFLD patients with CAD and those without CAD. These markers were subsequently integrated into a diagnostic model. The predictive efficacy of this model was evaluated using Decision Curve Analysis (DCA). Furthermore, the relationship between the MHR and other markers was examined using Spearman's correlation analysis. Results: Gender, age, white blood cell count (WBC), total cholesterol (TC), and the MHR were identified as significant risk factors for CAD in patients with MAFLD. Based on the area under the curve (AUC) value, the diagnostic model incorporating these five risk factors demonstrated robust diagnostic performance, with an AUC of 0.809. The DCA further validated its diagnostic effectiveness. Additionally, MHR was found to possess substantial diagnostic value for the occurrence of CAD events in MAFLD patients, with an AUC of 0.701. Further analysis of MHR quartiles revealed that patients in the highest quartile exhibited a significantly elevated risk of CAD compared to those in the other three quartiles. Moreover, significant correlations were observed between MHR and body mass index, WBC, uric acid, creatinine and triglycerides. Conclusions The findings confirmed the importance of gender, age, WBC, TC, and MHR in predicting the occurrence of CAD in MAFLD populations, with MHR showing higher predictive value.

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Keywords

Coronary Artery Disease, metabolic-associated fatty liver disease, Model, monocyte to high-densitylipoprotein cholesterol ratio, Risk fators

Received

14 October 2025

Accepted

10 February 2026

Copyright

© 2026 Jin, Wang, Xu, Zhang and Li. 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: Rui Jin

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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.

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