ArticlePloS one
Predictive Value of Triglyceride Glucose Index for the Risk of Incident Diabetes: A 4-Year Retrospective Longitudinal Study.
Article in PloS one. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 71 papers, 3 of them syntheses that pooled it.
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Who cites it
71 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Diagnostic accuracy of the atherogenic index of plasma in metabolic syndrome: a diagnostic meta-analysis.PeerJ · 2025Pooled it
- Hypertriglyceridemia is a dose-dependent risk factor for type 2 diabetes mellitus: a systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Pooled it
- The triglyceride and glucose index is a useful biomarker to recognize glucose disorders in apparently healthy children and adolescents.European journal of pediatrics · 2020Trial
- Effects of adiposity, insulin resistance, and inflammation on cardiometabolic multimorbidity: insights from interaction analyses and metabolic phenotyping in the China health and retirement longitudinal study 2011-2018.Cardiovascular diabetology · 2026Article
- Review
- Association Between Metabolic and Endocrine Parameters With Visceral Adiposity Index-Defined Adipose Tissue Dysfunction in Young Adult Males.Journal of obesity · 2026Article
- Association of the triglyceride-glucose index with blood pressure and hypertension in a large adult population: A cross-sectional study.SAGE open medicine · 2026Article
- Nonlinear relationship between triglyceride glucose-body mass index and the risk of prediabetes: a multi-center retrospective cohort study.Frontiers in public health · 2026Article
- Triglyceride- Glucose Index Strongly Predicts Dysglycemia in First-Degree Relatives of People with Type 2 Diabetes Mellitus: A Retrospective Cohort Study.Medical journal of the Islamic Republic of Iran · 2026Article
- Anthropometric and lipid indices in relation to prediabetes and diabetes: A cross-sectional study in resource-limited areas of northwestern China.Journal of diabetes investigation · 2025Article
- Exploring the associations of the triglyceride‒glucose index with thyroid function in subclinical hypothyroid patients: a cross-sectional study.Lipids in health and disease · 2025Article
- Relationship Between Insulin Resistance Indicators and Type 2 Diabetes Mellitus in Romania.International journal of molecular sciences · 2025Article
- Association between triglyceride-glucose index and the risk of type 2 diabetes mellitus.Archives of endocrinology and metabolism · 2025Article
- Associations of the triglyceride-glucose index and remnant cholesterol levels with the prevalence of Carotid Plaque in patients with type 2 diabetes: a retrospective study.Lipids in health and disease · 2025Article
- Sex- and Age-Specific Associations of Triglyceride-Glucose Index with Impaired Renal Function: A Cross-Sectional Study.International journal of general medicine · 2025Article
- Understanding triglyceride glucose-body mass index: implications for diabetes and cardiovascular disease management.Frontiers in endocrinology · 2025Review
- Article
- Nonlinear association between triglyceride-glucose index and risk of hyperuricemia in early-stage cardiovascular-kidney-metabolic syndrome: a cross-sectional study of United States population.Frontiers in cardiovascular medicine · 2025Article
- Associations of obesity and novel lipid indicators in the risk of type 2 diabetes mellitus in Chinese elderly hypertensive patients.Frontiers in endocrinology · 2025Article
11 more citing papers are in PubMed but not listed here.
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The Triglyceride Glucose Index (TyG index) is considered a surrogate marker of insulin resistance. The aim of this study is to investigate whether the TyG index has a predictive role in identifying individuals with a high risk of incident diabetes and to compare it with other indicators of metabolic health. A total 2900 non-diabetic adults who attended five consecutive annual health check-ups at Kangbuk Samsung Hospital was divided into four subgroups using three methods: (1) baseline TyG index; (2) obesity status (body mass index ≥25 kg/m2) and cutoff value of TyG index; (3) obesity status and metabolic health, defined as having fewer than two of the five components of high blood pressure, fasting blood glucose, triglyceride, low high-density lipoprotein cholesterol, and highest decile of homeostasis model assessment-insulin resistance. The development of diabetes was assessed annually using self-questionnaire, fasting glucose, and glycated hemoglobin. We compared the risk of incident diabetes using multivariate Cox analysis. During 11623 person-years there were 101 case of incident diabetes. Subjects with high TyG index had a high risk of diabetes. For TyG index quartiles, hazard ratios (HRs) of quartiles 3 and 4 were 4.06 (p = 0.033) and 5.65 (p = 0.006) respectively. When the subjects were divided by obesity status and cutoff value of TyG index of 8.8, the subgroups with TyG index ≥ 8.8 regardless of obesity had a significantly high risk for diabetes (HR 2.40 [p = 0.024] and 2.25 [p = 0.048]). For obesity status and metabolic health, the two metabolically unhealthy subgroups regardless of obesity had a significantly high risk for diabetes (HRs 2.54 [p = 0.024] and 2.73 [p = 0.021]). In conclusion, the TyG index measured at a single time point may be an indicator of the risk for incident diabetes. The predictive value of the TyG index was comparable to that of metabolic health.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.