Evidence mapPaperPMID 41408310Full record

ArticleLipids in health and disease2025

Association of the triglyceride glucose-body roundness index with mortality in HFpEF and effect modification by nutritional status: a multicenter prospective cohort study.

You Zhou, Yanhui Han, Yingli Xie, Liping Wang, Hengliang Zhang, Ruixiao Chen, Bingqiang Li, Jindong Zhao, Zhaokun Pu, Huifeng Zhang

Abstract readMulticenter Study
In one paragraph

Article in Lipids in health and disease, 2025. 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

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

You Zhou *Department of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China.
Yanhui Han *Department of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China. hanyh2008@126.com.
Yingli Xie *Department of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China.
Liping WangDepartment of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China.
Hengliang ZhangDepartment of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China.
Ruixiao ChenDepartment of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China.
Bingqiang LiDepartment of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China.
Jindong ZhaoDepartment of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China.
Zhaokun PuDepartment of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China.
Huifeng ZhangDepartment of Cardiology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan, 471003, China. zhfhaust@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHeart failure with preserved ejection fraction (HFpEF) is a major cause of morbidity and mortality. Insulin resistance and visceral adiposity play pivotal roles in its pathogenesis; however, the prognostic significance of the triglyceride glucose-body roundness index (TyG-BRI) and its interaction with nutritional status remain uncertain.

methodsA total of 1,015 patients with HFpEF were prospectively enrolled. The TyG-BRI was calculated as the product of the triglyceride-glucose index (TyG index) and the body roundness index (BRI). Cox regression models were used to evaluate its prognostic value for adverse outcomes, with subgroup analyses stratified by nutritional status and mediation analysis assessing the role of exercise tolerance.

resultsDuring follow-up, 232 (22.9%) all-cause and 158 (15.6%) cardiovascular (CV) deaths occurred. In multivariate Cox regression analysis, patients in the highest TyG-BRI tertile exhibited significantly higher risks of all-cause (hazard ratio [HR] = 2.59, 95% confidence interval [CI]: 1.82-3.71; P for trend < 0.001) and CV mortality (HR = 2.43, 95% CI: 1.59-3.72; P for trend < 0.001) compared with those in the lowest tertile. The prognostic value of the TyG-BRI for all-cause mortality was more prominent among participants with impaired nutritional status (malnourished or at risk of malnutrition) (P for interaction < 0.1). Incorporation of the TyG-BRI into the baseline risk model for all-cause death significantly improved model discrimination (C-statistic = 0.701 vs. 0.626; P < 0.001) and outperformed its individual components (P < 0.05). Mediation analysis further revealed that the six-minute walk distance mediated 14.6% of the association between the TyG-BRI and all-cause mortality.

conclusionsIn patients with HFpEF, the TyG-BRI was independently associated with adverse outcomes, with its prognostic value particularly evident among those with impaired nutritional status. Incorporating the TyG-BRI into the risk model modestly improved prognostic discrimination, and reduced exercise capacity appeared to partly mediate this association.

Indexed as

Blood GlucoseHeart FailureNutritional StatusTriglyceridesAgedAged, 80 and overFemaleHumansMaleMiddle AgedPrognosisProportional Hazards ModelsProspective StudiesRisk FactorsStroke VolumeBlood GlucoseTriglyceridesExercise capacityHeart failure with preserved ejection fractionMediation analysisNutritional statusTriglyceride glucose–body roundness ndex

Identifiers

PMID41408310
PMCPMC12776991

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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.