Evidence map›Paper›PMID 40022080›Full record

ArticleCardiovascular diabetology2025

Insights into the complex relationship between triglyceride glucose-waist height ratio index, mean arterial pressure, and cardiovascular disease: a nationwide prospective cohort study.

Jie Xu, Dihui Cai, Yuheng Jiao, Yingying Liao, Yinyin Shen, Yunli Shen, Wei Han

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In one paragraph

Article in Cardiovascular diabetology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 16 papers.

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16citing papers in PubMed
–field-weighted citation impact
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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3 · Its place in the literature

Who cites it

16 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Jie Xu *Department of Cardiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.
Dihui Cai *Department of Cardiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.
Yuheng Jiao *Department of Cardiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.
Yingying LiaoDepartment of Cardiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.
Yinyin ShenDepartment of Cardiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.
Yunli ShenDepartment of Cardiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China. shenyunli2011@163.com.
Wei HanDepartment of Cardiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China. 2100504@tongji.edu.cn.

Funding

the Key Discipline Construction Project of Shanghai Pudong New Area Health Commission PWZxk2022-20the Research Program of Shanghai Health Commission 202440054
6 · The paper itself

Abstract

backgroundBoth the triglyceride glucose-waist height ratio (TyG-WHtR) index and elevated arterial blood pressure are risk factors for cardiovascular disease (CVD). However, it is uncertain whether the TyG-WHtR index can increase the risk of CVD by influencing arterial blood pressure, and the extent to which the TyG-WHtR index may mediate the association between arterial blood pressure and CVD. The purpose of this study is to evaluate complex association of the TyG-WHtR index and mean arterial pressure (MAP) with CVD.

methodsAll data in this study were obtained from the China Health and Retirement Longitudinal Study (CHARLS) free of CVD at baseline. CVD was defined as self-reporting heart disease and stroke. Cox proportional hazards model and restricted cubic spline (RCS) were used to analyze the association of the TyG-WHtR index and MAP with the risk of CVD. Time-dependent receiver operating characteristic (ROC) analysis was used to assess the predictive performance of TyG-WHtR, MAP for CVD. Four-way decomposition method explored the mediating effects of the TyG-WHtR index and MAP in CVD.

resultsA total of 7976 participants were included in this study. The mean age of the participants was 58.68 ± 9.60 years, and 4263 (53.45%) were females. During a maximum follow-up of 7.0 years, 1326 (16.62%) people developed CVD. Both the TyG-WHtR index and MAP were signifcantly associated with CVD. The RCS regression analyses demonstrated a positive linear association of the TyG-WHtR index and MAP with the incidence of CVD. Compared with participants with TyG-WHtR < median and MAP < median, those with TyG-WHtR ≥ median and MAP ≥ median had the highest risk of CVD (HR 1.961; 95%CI 1.660-2.317). The combination of TyG-WHtR and MAP demonstrated incremental predictive utility over either biomarker alone, as evidenced by improvements in integrated discrimination improvement (IDI) and net reclassification improvement (NRI). While absolute predictive performance remained moderate. Increased MAP signifcantly mediated 52.43% of the associations between TyG-WHtR index and CVD, and increased TyG-WHtR index signifcantly mediated 83.40% of the associations between MAP and CVD.

conclusionThe combination of a higher TyG-WHtR index and a higher MAP was associated with the highest risk of CVD. The combined model of the TyG-WHtR index and MAP showed improved predictive ability, as indicated by IDI and NRI, although its overall predictive performance was still moderate. The MAP could partially mediate the association between TyG-WHtR index and CVD, as well as TyG-WHtR index could also partially mediate the association between MAP and CVD. These findings suggested that the combination of TyG-WHtR index and MAP helps identify populations at early risk of CVD and improve risk stratifcation.

Indexed as

Arterial PressureBlood GlucoseCardiovascular DiseasesTriglyceridesWaist-Height RatioAgedBiomarkersChinaFemaleHeart Disease Risk FactorsHumansLongitudinal StudiesMaleMiddle AgedPredictive Value of TestsPrognosisBiomarkersBlood GlucoseTriglyceridesCardiovascular diseaseCHARLSMean arterial pressureMediation analysisTriglyceride glucose-waist height ratio index

Identifiers

PMID40022080
PMCPMC11871683

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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.