Evidence map›Paper›PMID 41559590›Full record

ArticleBMC cardiovascular disorders2026

Association between triglyceride-glucose index and OCT-defined high-risk coronary plaques in stable angina.

Cao Ma, Yushuo Gu, Xueying Wang, Qingbo Shi, Yang Gao, Zhiwen Zhang, Zhuocheng Shi, Quan Guo, Muwei Li

Abstract read
In one paragraph

Article in BMC cardiovascular disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

9 authors.

Cao Ma *Zhengzhou University People's Hospital, Central China Fuwai Hospital of Zhengzhou University, Fuwai Central China Cardiovascular Hospital, Zhengzhou, China.
Yushuo Gu *Zhengzhou University People's Hospital, Central China Fuwai Hospital of Zhengzhou University, Fuwai Central China Cardiovascular Hospital, Zhengzhou, China.
Xueying Wang *Xinxiang Medical University, Henan Provincial People's Hospital, Zhengzhou, China.
Qingbo ShiZhengzhou University People's Hospital, Central China Fuwai Hospital of Zhengzhou University, Fuwai Central China Cardiovascular Hospital, Zhengzhou, China.
Yang GaoZhengzhou University People's Hospital, Central China Fuwai Hospital of Zhengzhou University, Fuwai Central China Cardiovascular Hospital, Zhengzhou, China.
Zhiwen ZhangZhengzhou University People's Hospital, Central China Fuwai Hospital of Zhengzhou University, Fuwai Central China Cardiovascular Hospital, Zhengzhou, China.
Zhuocheng ShiZhengzhou University People's Hospital, Central China Fuwai Hospital of Zhengzhou University, Fuwai Central China Cardiovascular Hospital, Zhengzhou, China.
Quan GuoZhengzhou University People's Hospital, Central China Fuwai Hospital of Zhengzhou University, Fuwai Central China Cardiovascular Hospital, Zhengzhou, China. xinyiguoquan@163.com.
Muwei LiZhengzhou University People's Hospital, Central China Fuwai Hospital of Zhengzhou University, Fuwai Central China Cardiovascular Hospital, Zhengzhou, China. lmwei0207@zzu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInsulin resistance (IR) is a key driver of cardiovascular risk, yet the association between the triglyceride-glucose (TyG) index—a surrogate marker of IR—and vulnerable coronary plaques in patients with stable angina remains underexplored. This study aimed to evaluate the relationship between the TyG index and optical coherence tomography (OCT)-defined thin-cap fibroatheroma (TCFA).

methodsIn this retrospective single-center study, 352 patients with stable angina undergoing coronary angiography and OCT were included. Patients were categorized into TCFA (n = 108) and non-TCFA (n = 244) groups. A multivariate logistic regression analysis was performed to identify independent indicators of TCFA, adjusting for potential confounders including demographics, comorbidities, and medication use. The discriminatory performance and clinical utility of the TyG index were evaluated using receiver operating characteristic (ROC) curve analysis and decision curve analysis (DCA), respectively.

resultsPatients in the TCFA group exhibited significantly higher TyG index levels compared to the non-TCFA group [8.98 (8.66, 9.21) vs. 8.65 (8.38, 8.90), P < 0.001]. After fully adjusting for confounding factors, the TyG index remained independently associated with the presence of TCFA (OR = 3.474, 95% CI: 1.920–6.285, P < 0.001). ROC analysis showed an area under the curve (AUC) of 0.703. The optimal cutoff value was 8.93. Patients with a TyG index > 8.93 presented with more vulnerable plaque phenotypes, characterized by thinner fibrous caps, larger lipid arcs, and increased macrophage infiltration (all P < 0.05). Furthermore, DCA demonstrated that using the TyG index provided a net clinical benefit over the default strategies.

conclusionAn elevated TyG index is independently associated with the presence of OCT-defined high-risk plaques in patients with stable angina. While prospective validation is needed, the TyG index shows promise as an accessible, adjunctive marker for identifying patients who may harbor vulnerable plaques.

Indexed as

Angina, StableBlood GlucoseCoronary Artery DiseaseCoronary VesselsInsulin ResistancePlaque, AtheroscleroticTomography, Optical CoherenceTriglyceridesAgedBiomarkersCoronary AngiographyFemaleHumansMaleMiddle AgedPredictive Value of TestsBiomarkersBlood GlucoseTriglyceridesInsulin resistanceOptical coherence tomographyStable anginaThin-cap fibroatheromaTyG indexVulnerable plaque

Identifiers

PMID41559590
PMCPMC12903342

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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 OpenQuestion graph.