ArticleBMC cardiovascular disorders2024
Association between triglyceride-glucose index and hypertension: a cohort study based on the China Health and Nutrition Survey (2009-2015).
Article in BMC cardiovascular disorders, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses that pooled it.
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Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Association between triglyceride-glucose index and hypertension: A systematic review and meta-analysis.Narra J · 2024Pooled it
- Prevalence and risk factors for type 2 diabetes mellitus in women with gestational diabetes mellitus: a systematic review and meta-analysis.Frontiers in endocrinology · 2024Pooled it
- Insulin Resistance and Blood Pressure Control on Cognitive Outcomes.Hypertension (Dallas, Tex. : 1979) · 2026Trial
- Association of C-Reactive Protein-Triglyceride Glucose Index and TyG Index With Prehypertension and Hypertension.Immunity, inflammation and disease · 2026Article
- Association of long-term exposure to green space with cardiovascular health and the mediating role of triglyceride-glucose in dex in middle-aged and older Chinese adults: a nationwide cohort study.Journal of geriatric cardiology : JGC · 2026Article
- Article
- Association between the triglyceride-glucose index and hypertension: potential role of fatty liver in a cross-sectional study.Frontiers in endocrinology · 2026Article
- Triglyceride-glucose index, HOmeostatic Model Assessment index, and new-onset hypertension in middle-aged men.Journal of hypertension · 2026Article
- Article
- Association between triglyceride-glucose index and hypertension in adults with cancer from NHANES 2005-2018: a cross-sectional study.BMC cancer · 2025Article
- Prognostic value of triglyceride-glucose index on predicting major adverse cardiovascular events in hypertensive patients: a systematic review and meta-analysis.American journal of preventive cardiology · 2025Article
- Association between socioeconomic status and the triglyceride glucose index: a cross-sectional study based on NHANES 2007-2016.BMC public health · 2025Article
- The Impact of Triglyceride-Glucose Index Trajectories on Incidence and Recurrent Cardiovascular Events: Evidence from a Retrospective Cohort Study.Vascular health and risk management · 2025Article
- Linking hypertension and TyG-WC circumference index among Indian adults: A cross-sectional study.Bioinformation · 2025Article
- Association of Triglyceride-Glucose Index, Triglyceride to High-Density Lipoprotein Cholesterol Ratio, and Related Parameters With Prehypertension and Hypertension.Journal of clinical hypertension (Greenwich, Conn.) · 2025Article
- The role of triglyceride-glucose index in the progression of cardiovascular-kidney-metabolic syndrome: findings from the China health and retirement longitudinal study.Frontiers in cardiovascular medicine · 2025Article
- Article
- Triglyceride-Glucose Index as Predictor for Hypertension, CHD and STROKE Risk among Non-Diabetic Patients: A NHANES Cross-Sectional Study 2001-2020.Journal of epidemiology and global health · 2024Article
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3 authors.
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Abstract
aimInsulin resistance (IR) may participate in the pathogenesis of hypertension by mediating low-grade systemic inflammation. The triglycerides-glucose (TyG) index has recently been suggested as a reliable alternative biochemical marker of IR compared with traditional methods. Herein, we speculated TyG index may also be associated with hypertension.
methodsData of adults were extracted from the China Health and Nutrition Survey (CHNS) in 2009-2015 in this retrospective cohort study. The TyG index was calculated using the formula: TyG = Ln [fasting triglycerides (mg/dL) ×fasting glucose (mg/dL)/2]. Associations between TyG index and hypertension were evaluated by univariate and multivariate logistic regression analyses with odds ratios (ORs) and 95% confidence intervals (CIs). Subgroup analyses of age and gender were also performed. In addition, we assessed the interaction effect between TyG index and body mass index (BMI) on hypertension in participants with different age and gender.
resultsAmong 3,413 eligible participants, 1,627 (47.67%) developed hypertension. The average TyG index in hypertension group and non-hypertension group was 8.58 and 8.39 respectively. After adjusting for covariates, we found that compared with participants with TyG index ≤ 8.41 (median value), those who had higher TyG index seemed to have higher odds of hypertension [OR = 1.17, 95%CI: (1.01-1.37)]. Similarly, this association was also discovered in participants who aged ≤ 65 years old [OR = 1.19, 95%CI: (1.01-1.39)] or were female [OR = 1.35, 95%CI: (1.10-1.65)]. Additionally, there was a potential additive interaction effect between obesity and TyG index on hypertension.
conclusionHigh TyG index was associated with high odds of hypertension in general population in China, but the causal relationship between them needed further exploration.
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