ArticleScientific reports2025
Association of body mass index combined with triglyceride-glucose index in cardiovascular disease risk: a prospective cohort study.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Joint longitudinal trajectories of the triglyceride-glucose index combined with BMI and waist-to-height ratio and incident cardiovascular disease: a prospective cohort study from the English longitudinal study of ageing.Cardiovascular diabetology · 2026Article
- TyG-BMI as a Marker of Metabolic Status and Its Association with Bone Quality and Mineral Metabolism: A Sex-Specific Analysis.Journal of clinical medicine · 2026Article
- Comparison of eight insulin resistance surrogate indices in predicting incident stroke among middle-aged and older individuals without diabetes: a nationwide prospective cohort study.Aging clinical and experimental research · 2026Article
- Triglyceride-glucose index and hyperhomocysteinemia within a cardiovascular-kidney-metabolic biomarker network: insights from interpretable machine learning and epidemiological modeling.Frontiers in nutrition · 2026Article
- Decoding the triglyceride-glucose index in metabolic dysfunction-associated steatotic liver disease: integrative insights from Mendelian randomization, cross-tissue transcriptomics, and spatial multi-omics.International journal of surgery (London, England) · 2026Article
- Association between Triglyceride-glucose index and coronary artery in-stent restenosis: A case-control study in an Iranian patient population.ARYA atherosclerosis · 2026Article
- Evaluating Body Mass Index to High-Density Lipoprotein Cholesterol (BMI/HDL-C) Ratio in Predicting Coronary Artery Disease: A Multicenter Study.Vascular health and risk management · 2026Observational
- Interaction between triglyceride-glucose-body mass index and age in coronary artery stenosis severity: a sex-stratified exploratory analysis.BMC cardiovascular disorders · 2025Article
- Understanding triglyceride glucose-body mass index: implications for diabetes and cardiovascular disease management.Frontiers in endocrinology · 2025Review
- Mining the risk: early cardiovascular detection in workers.Frontiers in medicine · 2025Article
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Authors and funding
4 authors.
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Abstract
Previous studies have mainly explored the effects of body mass index (BMI) and triglyceride-glucose index (TyG index) on cardiovascular disease (CVD) separately or by examining the composite parameter (TyG-BMI) formed by multiplying the two and its association with CVD. However, few studies have investigated the combined effect of BMI categories and the TyG index on CVD. This study aimed to determine the association of BMI categories combined with the TyG index in new-onset CVD. A total of 94,002 participants were included from the Kailuan study. Their BMI combined with the TyG index was categorized into six groups: Low-BMI/Low-TyG, Middle-BMI/Low-TyG, High-BMI/Low-TyG, Low-BMI/High-TyG, Middle-BMI/High-TyG, and High-BMI/High-TyG. A multifactorial Cox proportional hazards model was used to analyze the longitudinal association between BMI combined with the TyG index and new-onset CVD events. During a follow-up period of 15.95 ± 3.59 years, 9791 new CVD events were recorded. After adjusting for confounding factors such as sex, age, smoking, drinking, physical activity, systolic blood pressure, low-density lipoprotein cholesterol, high-density lipoprotein cholesterol, uric acid, high-sensitivity C-reactive protein, antihypertensive drugs, hypoglycemic drugs, and lipid-lowering drugs, Cox regression analysis showed that the risk of CVD events was 52% higher in the High-BMI/High-TyG group (HR: 1.52; 95% CI 1.42-1.64) compared to the Low-BMI/Low-TyG group. The combination of high BMI (≥ 28.0) and high TyG index (> 8.58) significantly increases individual CVD risk. This study suggests that the combination of BMI and the TyG index may better help identify individuals at risk of developing CVD.
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