Evidence mapPaperPMID 41704291Full record

ArticleFrontiers in cardiovascular medicine2025

The triglyceride glucose-body mass index is positively associated with higher risk of hypertension in rural southwest Chinese population: a cross sectional study.

Mingxue Dong, Ming Ma, LiJing Yang, Huali Xiong

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Article in Frontiers in cardiovascular medicine, 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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4 · The record

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5 · Who and what money

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4 authors.

Mingxue Dong *The First People's Hospital of Shuangliu District, Chengdu, Sichuan Province, China.
Ming Ma *The First People's Hospital of Shuangliu District, Chengdu, Sichuan Province, China.
LiJing YangThe First People's Hospital of Shuangliu District, Chengdu, Sichuan Province, China.
Huali XiongCenter for Disease Control and Prevention of Rongchang District, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Insulin resistance (IR) has been shown to be associated with hypertension. The triglyceride-glucose body mass index (TyG-BMI) has emerged as a novel surrogate marker for assessing IR. This study aimed to investigate the association between the TyG-BMI index and hypertension among adults in rural southwest China using a cross-sectional study. Method: We recruited 2,998 people between the ages of 30 and 79 from Rongchang, Chongqing municipality, southwest China, as part of The China Multi-Ethnic Cohort Study, considered the largest cohort study in southwest China. Logistic regression model, restricted cubic spline (RCS) model and receiver operating characteristic (ROC) were applied to estimate the association between the TyG-BMI index and hypertension. Moreover, subgroup and sensitivity analyses were undertaken to check the consistency of the outcomes. Results: A total of 2,998 participants were included in the present study, with a hypertension prevalence of 39.93%. After adjusting for confounding factors, the ORs of hypertension in Q2, Q3, Q4 were 1.641 (1.277-2.109), 1.768 (1.371-2.281), 2.463 (1.794-3.382) compared with the lowest quartile (Q1), respectively. RCS indicated that the TyG-BMI index was nonlinearly associated with hypertension ( Conclusion: The current study demonstrates that the TyG-BMI index is associated with higher risk of hypertension among rural adults in southwest China. Lifestyle modifications, including weight control, vigorous physical activity and healthy dietary pattern can help improve IR and prevent hypertension.

Indexed as

body mass indexglucosehypertensioninsulin resistancetriglycerideTyG-BMI

Identifiers

PMID41704291
PMCPMC12907333

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