ArticleScientific reports2024
J-shaped association of the triglyceride glucose-body mass index with new-onset diabetes.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Article
- Development and validation of a prediction model for microvascular complications of type 2 diabetes based on inflammation-metabolism composite indicators.Frontiers in endocrinology · 2026Article
- Non-linear relationship between triglyceride glucose-body mass index and risk of diabetes in adults: a general population-based cohort study of Chinese adults using a publicly available DRYAD dataset.Frontiers in endocrinology · 2026Article
- Linear associations of triglyceride-glucose body mass index and atherogenic index of plasma with the risk of diabetes: a retrospective cohort study.Frontiers in endocrinology · 2026Article
- Article
- Optimal obesity and lipid-related predictors of diabetes mellitus in middle-aged and elderly patients with liver disease in China: a CHARLS cross-sectional study.Diabetology international · 2025Article
- Association of Triglyceride-Glucose Body Mass Index with Target Organ Damage in Essential Hypertension: A Retrospective Cohort Study.Journal of clinical hypertension (Greenwich, Conn.) · 2025Article
- Sex differences in associations of metabolic inflammation and insulin resistance with incident type 2 diabetes mellitus: a retrospective cohort of adults with annual health examinations.Lipids in health and disease · 2025Article
- Observational
- Understanding triglyceride glucose-body mass index: implications for diabetes and cardiovascular disease management.Frontiers in endocrinology · 2025Review
- Threshold effect and age interaction of TyG index on diabetes incidence in normolipidemic population: a multicenter cohort study.Frontiers in endocrinology · 2025Article
- Combined effect of triglyceride glucose-body mass index and hypertension on new-onset stroke: evidence from the China health and retirement longitudinal study.Frontiers in public health · 2024Article
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7 authors.
Funding
Abstract
The triglyceride glucose-body mass index (TyG-BMI) is a convenient and clinically significant indicator of insulin resistance. This study aims to investigate the correlation between TyG-BMI and the onset of new-onset diabetes and determine an optimal reflection point for TyG-BMI. An analysis was conducted on 1917 participants from the risk evaluation of cancers in Chinese diabetic individuals: a lONgitudinal (REACTION) study. Participants were categorized based on their TyG-BMI, and the relationship between TyG-BMI and the incidence of new-onset diabetes was explored through logistic regression models, smoothed curve fitting with restricted cubic spline, and a two-piecewise logistic regression model. The mean age of the participants was 57.60 ± 8.89 years, with 66.5% being females. The mean TyG-BMI was 223.3 ± 32.8. Ultimately, 137 individuals (7.1%) progressed to diabetes after three years. After adjusting for covariates, TyG-BMI exhibited a positive correlation with new-onset diabetes (odd ratios (OR) for each standard deviation increase = 1.330, 95% CI 1.110-1.595). The relationship between TyG-BMI and new-onset diabetes was non-linear, with a inflcetion point at 202.9. This study reveals a positive non-linear relationship between TyG-BMI and the risk of new-onset diabetes in Chinese middle-aged and elderly individuals. When TyG-BMI exceeds 202.9, there is a significantly heightened risk of new-onset diabetes. These findings offer valuable insights for preventing new-onset diabetes.
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