ORIGINAL RESEARCH article
Front. Endocrinol.
Sec. Clinical Diabetes
Volume 16 - 2025 | doi: 10.3389/fendo.2025.1585067
This article is part of the Research TopicIs Insulin Resistance the Eminence Grise of Aging and Non-Communicable Chronic Diseases?View all 10 articles
Correlation of triglyceride-glucose index with major adverse cardiovascular events in type 2 diabetes mellitus patients with acute myocardial infarction combined with HFpEF
Provisionally accepted- 1The First Affiliated Hospital of Dalian Medical University, Dalian, China
- 2Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning Province, China
- 3Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
Aims: This study was to evaluate the correlation between triglyceride-glucose index (TyG) and major adverse cardiovascular events (MACE) in patients with type 2 diabetes mellitus (T2DM) and heart failure with preserved ejection fraction (HFpEF) after acute myocardial infarction (AMI).This retrospective study at the First Affiliated Hospital of Dalian Medical University included 400 AMI patients with T2DM and HFpEF who underwent percutaneous coronary intervention (PCI) between January 1, 2018, and January 1, 2023. The study was conducted using univariate and multivariate Cox regression analyses, subgroup analyses, receiver operating characteristic (ROC) curves, and Kaplan-Meier survival curves to assess the correlation between TyG index and MACE.Results: Multivariate Cox regression analyses showed that in Model 3 with variables fully adjusted, when TyG was used as a categorical variable, the risk of MACE in the TyG T2 and T3 groups was 1.622 times and 2.247 times higher than that in the T1 group, respectively (P < 0.05). When TyG was used as a continuous variable, the risk of MACE increased by 49.5% for every 1 unit increase in the TyG index (P < 0.001). In the subgroup analysis, elevated TyG index levels were consistently associated with an increased risk of MACE across multiple clinical subgroups (P < 0.05). ROC analysis showed that the TyG index significantly predicted the occurrence of MACE (AUC: 0.635, 95% CI: 0.580-0.691, P < 0.001), all-cause death (AUC: 0.565, 95% CI: 0.508-0.622, P = 0.027), non-fatal myocardial infarction (AUC: 0.617, 95% CI: 0.542-0.693, P = 0.004), and unplanned revascularization (AUC: 0.644, 95% CI: 0.578-0.710, P < 0.001). The Kaplan-Meier survival curves revealed statistically significant differences in survival probabilities for the occurrence of MACE, all-cause death, non-fatal myocardial infarction, and unplanned revascularization across the three TyG index groups as the follow-up period progressed (P < 0.05).TyG index was independently associated with MACE in T2DM patients with AMI combined with HFpEF.
Keywords: Triglyceride-glucose index, acute myocardial infarction, heart failure with preserved ejection fraction, Major adverse cardiovascular events, type 2 diabetes mellitus
Received: 28 Feb 2025; Accepted: 30 Jul 2025.
Copyright: © 2025 Zhang, Niu, Yu, Zhang, Chen, Yu, Zhang, Liu and Wang. 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:
Xiaodong Zhang, The First Affiliated Hospital of Dalian Medical University, Dalian, China
Ying Liu, The First Affiliated Hospital of Dalian Medical University, Dalian, China
Zhenwei Wang, Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 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.