Evidence mapPaperPMID 42292213Full record

ArticleFrontiers in medicine2026

Association of triglyceride-glucose muscle loss index with major adverse cardiovascular events in angina patients: the potential mediating role of inflammation.

Yazhao Sun, Xiao Yu, Tianhao Zhang, Chunlan Bai, Lingxiao Zhang, Ya Ma

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Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Yazhao SunDepartment of Cardiology, Cangzhou People's Hospital, Cangzhou, Hebei, China.
Xiao YuDepartment of Neurology Intervention, Cangzhou People's Hospital, Cangzhou, Hebei, China.
Tianhao ZhangDepartment of Cardiology, Cangzhou People's Hospital, Cangzhou, Hebei, China.
Chunlan BaiDepartment of Cardiology, Cangzhou People's Hospital, Cangzhou, Hebei, China.
Lingxiao ZhangDepartment of Cardiology, Cangzhou People's Hospital, Cangzhou, Hebei, China.
Ya MaDepartment of Ultrasound, Cangzhou People's Hospital, Cangzhou, Hebei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This study aims to explore the association between triglyceride-glucose muscle loss index (TyG-MLI) and the risk of major adverse cardiovascular events (MACE), as well as the potential mediating role of inflammation. Methods: The association between TyG-MLI and MACE was analyzed using Cox proportional hazards models, Kaplan-Meier curves, restricted cubic splines (RCS), receiver operating characteristic (ROC) curves, net reclassification improvement (NRI), integrated discrimination improvement (IDI). A sensitivity analysis comparing multiplicative and additive formulations was performed, and subgroup analysis was conducted. Mediation analysis was conducted to explore the potential contribution of neutrophil-to-lymphocyte ratio (NLR) and systemic immune-inflammation index (SII) to this association. Results: A total of 858 patients with angina who underwent their first percutaneous coronary intervention (PCI) were enrolled in this study. During the 2-year follow-up, 144 cases of MACE were identified. After adjusting for potential confounders, a significant positive association was found between TyG-MLI and MACE (HR 1.203, 95% CI 1.146-1.262). Kaplan-Meier survival analysis revealed that patients in the highest TyG-MLI tertile had the highest risk. RCS analysis showed a linear relationship between TyG-MLI and MACE ( Conclusion: TyG-MLI is independently associated with the occurrence of MACE in patients with angina undergoing their first PCI. Inflammatory markers accounted for a small proportion of this association, suggesting that other unmeasured pathways may also be involved.

Indexed as

major adverse cardiovascular eventsmediating effectmuscle loss indexpercutaneous coronary interventiontriglyceride-glucose

Identifiers

PMID42292213
PMCPMC13259656

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.