ArticleBMC endocrine disorders2025
Triglyceride glucose-weight-adjusted waist index (TyG-WWI): the best predictor of diabetes mellitus and mortality risks among TyG and TyG-derived indices.
Article in BMC endocrine disorders, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 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
- Association of cumulative exposure and change patterns of triglyceride-glucose index combined with novel obesity indices with glycemic transitions in prediabetes: evidence from the China Health and Retirement Longitudinal Study (CHARLS).Cardiovascular diabetology · 2026Article
- Association of the triglyceride glucose-Chinese visceral adiposity index with incident cardiometabolic multimorbidity in middle-aged and older adults: a nationwide prospective cohort study.Cardiovascular diabetology · 2026Article
- Association of annual percentage changes in anthropometric indices with all-cause mortality: a 14-year longitudinal study of older US adults.Frontiers in public health · 2026Article
- TyG-WHtR predicts incident type 2 diabetes mellitus in NAFLD: a 12-year prospective cohort study.Frontiers in endocrinology · 2026Article
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4 authors.
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Abstract
backgroundThe triglyceride-glucose (TyG) index has emerged as a promising biomarker for assessing insulin resistance. Considering the impact of obesity on insulin resistance, some researchers combined TyG with body mass index (BMI), waist circumference (WC), waist-height ratio (WHtR) and other anthropometrics and used these to predict metabolic disease. Weight-adjusted waist index (WWI) was considered to be a more accurate parameter of obesity than other anthropometrics, but no studies have combined WWI with TyG index.
aimsTo investigate whether TyG-WWI was superior to other indices in assessing diabetes risk and mortality risk.
methodsThis study utilized data from the National Health and Nutrition Examination Survey. A total of 19,894 participants were included. TyG-WWI and other TyG-derived indices were calculated, and their associations with diabetes mellitus (DM), All-cause mortality, cardiovascular disease (CVD) mortality, and DM-related mortality were evaluated using logistic regression, Cox regression, and receiver operating characteristic curve (ROC) analysis.
resultsTyG-WWI was positively associated with the risk of DM (OR: 1.11, 95%CI: 1.10–1.12, P < 0.001) and various mortality outcomes, including All-cause mortality (HR: 1.02, 95%CI: 1.01–1.02, P < 0.001), CVD mortality (HR: 1.01, 95%CI: 1.01–1.02, P = 0.014), and DM-related mortality (HR: 1.04, 95%CI: 1.01–1.08, P = 0.013). ROC showed that TyG-WWI had the largest area under the curve for predicting DM (AUC: 0.81, 95% CI: 0.80–0.81), All-cause mortality (AUC: 0.69, 95% CI: 0.68–0.70), CVD mortality (AUC: 0.71, 95% CI: 0.69–0.72), and DM-related mortality (AUC: 0.85, 95% CI: 0.82–0.89) compared to other TyG-derived indices.
conclusionsTyG-WWI demonstrates superior predictive accuracy for DM and mortality risks compared to the standalone TyG index and other TyG-derived indices.
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