Evidence map›Paper›PMID 39924562›Full record

ArticleScientific reports2025

Triglyceride glucose index as a biomarker for heart failure risk in H-type hypertension patients.

Zhengwen Xu, Xisheng Yan, Dongsheng Li, Xiaodong Huang

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

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7citing papers in PubMed
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1 · What the graph read from it

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7 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Zhengwen XuDepartment of Cardiology, Wuhan Third Hospital & Tongren Hospital of Wuhan University, Wuhan, 430074, Hubei, China.
Xisheng YanDepartment of Cardiology, Wuhan Third Hospital & Tongren Hospital of Wuhan University, Wuhan, 430074, Hubei, China.
Dongsheng LiDepartment of Cardiology, Wuhan Third Hospital & Tongren Hospital of Wuhan University, Wuhan, 430074, Hubei, China. 1063638786@qq.com.
Xiaodong HuangDepartment of Cardiology, Wuhan Third Hospital & Tongren Hospital of Wuhan University, Wuhan, 430074, Hubei, China. xzw9510@gmail.com.

Funding

Hubei Province Health and Family Planning Scientific Research Project WJ2019M006Hubei Province Health and Family Planning Scientific Research Project WY22A08Hubei Province Natural Science Fund 2020CFB660National Natural Science Foundation of China 81871088Wuhan Municipal Population and Family Planning Commission Foundation WX16C03
6 · The paper itself

Abstract

Heart failure (HF), a major cause of morbidity and mortality worldwide, is prevalent among individuals with H-type hypertension, which is marked by high blood pressure and elevated homocysteine. The Triglyceride-Glucose (TyG) index, a surrogate for insulin resistance, may predict HF in this group, though its specific role requires clarification. This study explores the TyG index's relationship with HF incidence in H-type hypertension patients. A retrospective cohort study was conducted on 1200 H-type hypertension patients at Wuhan Third Hospital from January 2021 to December 2023. The TyG index was determined using fasting triglyceride and glucose levels. We utilized multivariate Cox regression, adjusting for age, sex, BMI, and lifestyle, to analyze the TyG index's impact on HF. Of the 1,200 patients studied, 254 (21.2%) developed HF over a median follow-up of 24 months. Higher TyG index values significantly correlated with increased HF risk, with each unit rise boosting HF incidence by 45%. Patients in the highest TyG tertile had a notably higher HF incidence (HR 1.45, 95% CI 1.29-1.63, p < 0.001). This association was stronger in diabetic patients compared to non-diabetics. The TyG index showed high predictive accuracy (AUC = 0.78) with good sensitivity (70.9%) and specificity (72.3%) at a cut-off of 8.88. Elevated TyG index significantly predicts higher HF risk in H-type hypertension patients, especially among diabetics. Integrating the TyG index into routine evaluations could improve management and outcomes for high-risk individuals, offering an economical early risk stratification tool.

Indexed as

Blood GlucoseHeart FailureHypertensionTriglyceridesAgedBiomarkersFemaleHumansIncidenceInsulin ResistanceMaleMiddle AgedRetrospective StudiesRisk FactorsBiomarkersBlood GlucoseTriglyceridesDiabetesHeart failureH-type hypertensionTriglyceride glucose index

Identifiers

PMID39924562
PMCPMC11808078

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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.