Evidence mapPaperPMID 40248153Full record

ArticleFrontiers in endocrinology2025

Associations between the triglyceride-glucose index and the risk of heart failure in patients undergoing maintenance hemodialysis: a retrospective cohort study.

Qiuyue Zhang, Kai Zhou, Yuchen Li, Wen Dong, Yimiao Sun, Hui Wu, Xiaonan Qiu, Zhiyuan Liu, Ying Zhang

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Article in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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0cells of the map it votes in
3citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

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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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3 · Its place in the literature

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3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Qiuyue Zhang *The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Kai Zhou *The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Yuchen LiThe Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Wen DongThe Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Yimiao SunThe Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Hui WuThe Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Xiaonan QiuThe Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Zhiyuan LiuSihong People's Hospital, Suqian, Jiangsu, China.
Ying ZhangThe Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Although the triglyceride-glucose (TyG) index levels have been shown to be a reliable predictor of major adverse cardiovascular events (MACE), few studies have investigated their association with heart failure (HF), especially in patients on dialysis. We therefore aimed to investigate the relationship between the TyG index and the incidence of HF in patients undergoing maintenance hemodialysis (MHD). Methods: A total of 183 participants who underwent MHD in the Blood Purification Center of the Affiliated Hospital of Xuzhou Medical University from September 2008 to October 2023 were included and followed up until March 2024. The TyG index was calculated as ln [fasting triglycerides (mg/dL) × fasting blood glucose (mg/dL)/2]. Participants were divided into two different groups according to the TyG index. The primary endpoint of this study was newly diagnosed HF events during the follow-up period. Cox proportional hazard models were used to examine the association between the TyG index and the risk of incident HF. To assess the dose-response relationship between TyG index and risk of HF, restricted cubic spline analysis was used. Results: Among the 183 participants, there were 61 incident cases of HF during a median follow-up period of 57 months. In comparison to the group with a lower TyG index, participants with a higher TyG index had a higher risk of HF (HR=2.590, 95%CI=1.490-4.500), regardless of whether a variety of potential confounders were adjusted. The association between TyG index and HF (P for non-linearity > 0.05) was confirmed by restricted cubic spline analysis. Conclusion: The TyG index was positively associated with the risk of incident HF in patients undergoing MHD, which indicates that the TyG index might be useful to identify people at high-risk for developing HF.

Indexed as

Blood GlucoseHeart FailureKidney Failure, ChronicRenal DialysisTriglyceridesAgedFemaleFollow-Up StudiesHumansIncidenceMaleMiddle AgedRetrospective StudiesRisk FactorsBlood GlucoseTriglyceridesheart failureHF-related hospitalizationsinsulin resistancemaintenance hemodialysis (MHD)triglyceride-glucose index

Identifiers

PMID40248153
PMCPMC12003116

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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.