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

IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Cardiovascular Diabetology Pub Date : 2025-02-28 DOI:10.1186/s12933-025-02657-0
Jie Xu, Dihui Cai, Yuheng Jiao, Yingying Liao, Yinyin Shen, Yunli Shen, Wei Han
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Abstract

Background: Both 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.

Methods: All 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.

Results: A 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.

Conclusion: The 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.

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对甘油三酯血糖腰围身高比指数、平均动脉压和心血管疾病之间复杂关系的洞察:一项全国范围的前瞻性队列研究。
背景:甘油三酯-葡萄糖-腰高比(TyG-WHtR)指数和动脉血压升高都是心血管疾病(CVD)的危险因素。然而,TyG-WHtR指数是否会通过影响动脉血压而增加CVD的风险,以及TyG-WHtR指数在多大程度上介导动脉血压与CVD之间的关联尚不确定。本研究的目的是评估TyG-WHtR指数和平均动脉压(MAP)与CVD的复杂关系。方法:本研究的所有数据均来自基线时无心血管疾病的中国健康与退休纵向研究(CHARLS)。CVD被定义为自我报告的心脏病和中风。采用Cox比例风险模型和限制性三次样条(RCS)分析TyG-WHtR指数和MAP与心血管疾病风险的关系。采用时间相关的受试者工作特征(ROC)分析评估TyG-WHtR、MAP对CVD的预测效果。四向分解法探讨TyG-WHtR指数和MAP在CVD中的中介作用。结果:本研究共纳入7976名受试者。参与者平均年龄58.68±9.60岁,女性4263人,占53.45%。在最长7年的随访期间,1326人(16.62%)发展为心血管疾病。TyG-WHtR指数和MAP与CVD均有显著相关性。RCS回归分析显示TyG-WHtR指数和MAP与CVD发病率呈线性正相关。结论:较高的TyG-WHtR指数和较高的MAP与CVD的最高风险相关。从IDI和NRI可以看出,TyG-WHtR指数与MAP联合模型的预测能力有所提高,但其整体预测性能仍然中等。MAP可以部分介导TyG-WHtR指数与CVD的关系,TyG-WHtR指数也可以部分介导MAP与CVD的关系。这些结果表明,TyG-WHtR指数与MAP的结合有助于识别CVD早期风险人群,改善风险分层。
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来源期刊
Cardiovascular Diabetology
Cardiovascular Diabetology 医学-内分泌学与代谢
CiteScore
12.30
自引率
15.10%
发文量
240
审稿时长
1 months
期刊介绍: Cardiovascular Diabetology is a journal that welcomes manuscripts exploring various aspects of the relationship between diabetes, cardiovascular health, and the metabolic syndrome. We invite submissions related to clinical studies, genetic investigations, experimental research, pharmacological studies, epidemiological analyses, and molecular biology research in this field.
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