ArticleFrontiers in endocrinology2022
Elevated triglyceride-glucose (TyG) index predicts impaired islet β-cell function: A hospital-based cross-sectional study.
Article in Frontiers in endocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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23 citing papers in PubMed, 54 citations in OpenAlex.
- Association between triglyceride glucose-body mass index and diabetic kidney disease in hospitalized patients with type 2 diabetes mellitus: a retrospective cross-sectional study.Frontiers in medicine · 2026Article
- Association between triglyceride-glucose index upon admission and the subsequent occurrence of acute kidney injury in adult patients with diabetic ketoacidosis: a single-center retrospective cohort study.Annals of medicine · 2025Article
- The role of Triglyceride-Glucose index in predicting pre-DM risk among Chinese adults.Scientific reports · 2025Article
- Article
- Association between Triglyceride-Glucose index and onset of type 2 diabetes in metabolic Dysfunction-Associated steatotic liver disease population.Scientific reports · 2025Article
- Association between the combination of the triglyceride-glucose index and obesity-related indices with hyperuricemia among children and adolescents in China.Lipids in health and disease · 2025Article
- Associations of the triglyceride-glucose index with mortality mediated by blood urea nitrogen among critically ill patients: a cohort study.Scientific reports · 2025Article
- Classification and identification of risk factors for type 2 diabetes.World journal of diabetes · 2025Review
- Association of novel obesity-related lipid markers with diabetes prevalence in high-risk middle-aged and older adults with cardiovascular diseases.Frontiers in public health · 2025Article
- Investigation of the association between the triglyceride-glucose index and the incidence of frailty among middle-aged and older adults: evidence from the China health and retirement longitudinal study.Frontiers in public health · 2025Article
- Stronger associations of abdominal obesity-related triglyceride-glucose indices with type 2 diabetes compared to general obesity-related indices in community-dwelling Chinese adults: a cross-sectional study.Frontiers in endocrinology · 2025Article
- Association of triglyceride glucose index with incident diabetes among individuals with normal fasting triglycerides and fasting plasma glucose values: a general population-based retrospective cohort study.Frontiers in endocrinology · 2025Article
- Can the triglyceride-glucose index identify prediabetes in children and adolescents with obesity? a cross-sectional study.Frontiers in endocrinology · 2025Article
- Triglyceride-glucose index and related parameters in the diagnosis and predictive efficacy for older adults with NAFLD/MASLD: a prospective cohort study.Frontiers in medicine · 2025Article
- A longitudinal study on the impact of the TyG Index and TG/HDL-C ratio on the risk of type 2 diabetes in Chinese patients with prediabetes.Lipids in health and disease · 2024Article
- Comparison of Ten Surrogate Insulin Resistance and Obesity Markers to Identify Metabolic Syndrome in Mexican Adults.Metabolites · 2024Article
- Association of the triglyceride-glucose index and its related parameters with frailty.Lipids in health and disease · 2024Article
- Inverted U-shaped associations between serum uric acid and fasting - plasma glucose level in non-diabetic, pre-diabetic, and diabetic adults: A population-based study in China.Journal of diabetes investigation · 2024Article
- Review
- Triglyceride-glucose index in the prediction of new-onset arthritis in the general population aged over 45: the first longitudinal evidence from CHARLS.Lipids in health and disease · 2024Article
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2 authors at 2 institutions in 1 country.
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Abstract
Objective: To explore the relationship between the TyG index and the insulin secretion function of pancreatic β-cells, and to determine the possibility of the TyG index in predicting β-cell dysfunction and the development of diabetes. Methods: A cross-sectional study was performed among 914 participants who took their annual health checkups at the Third Xiangya Hospital. The early- and late-phase pancreatic β-cell secretion was assessed based on the results of the oral glucose tolerance test (OGTT). In addition to anthropometric parameters and laboratory parameters, information about health-related habits and disease histories was obtained from the National Physical Examination Questionnaire. Partial correlation analysis was used to study the relationship between the TyG index and pancreatic β-cell function. The receiver operating characteristic (ROC) curve was used to calculate the cut-off points of the TyG index in predicting β-cell dysfunction. According to the OGTT results and medical history, the participants were categorized into three groups: the normal glucose tolerance group (NGT, n=276), the impaired glucose regulation group (IGT, n=323), and the diabetes group (DM, n=315). The correlation between the TyG index and β-cell function among the three groups and the association between the TyG index and glucose metabolic conditions were further explored. Results: The TyG index was negatively correlated with the indexes that reflect the early and late secretory function of β-cells, not only in the NGT group but also in the IGT and DM group. The minimum cut-off values for the TyG index to identify the risk of early- and late-phase β-cell dysfunction are 9.08 and 9.2 respectively. The TyG indexes of the IGT and DM group were higher than that of the NGT group, and with the growth of the TyG index, the risk of prediabetes and diabetes increased significantly. Conclusion: Increased TyG index is associated with impaired β-cell function regardless of the glucose metabolic conditions. The TyG index is an alternative indicator for predicting β-cell dysfunction.
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