ArticleFrontiers in endocrinology2023
Non-linear association of triglyceride-glucose index with prevalence of prediabetes and diabetes: a cross-sectional study.
Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed.
- Association between cumulative TyG/AIP-derived indices and terminal survival time in older patients with circulatory system diseases.BMC geriatrics · 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
- Longitudinal trajectories of the triglyceride-glucose index and risk of incident type 2 diabetes in adults undergoing repeated health examinations.Frontiers in endocrinology · 2026Article
- High triglyceride-glucose index is associated with diabetes mellitus in people with HIV in Southwest China.AIDS (London, England) · 2025Article
- Estimated glucose disposal rate and the risk of major adverse cardio-cerebrovascular outcomes and mortality in patients undergoing percutaneous coronary intervention: a retrospective cohort study.European journal of medical research · 2025Article
- Therapeutic Potential ofAntioxidants (Basel, Switzerland) · 2025Article
- Association of the inflammatory burden index with the risk of pre-diabetes and diabetes mellitus: a cross-sectional study.BMC endocrine disorders · 2025Article
- Association between triglyceride glucose index and biological aging in U.S. adults: National Health and Nutrition Examination Survey.Cardiovascular diabetology · 2025Article
- Triglyceride-glucose index predicts adverse cardiovascular events in patients with H-type hypertension combined with coronary heart disease: a retrospective cohort study.Cardiovascular diabetology · 2025Article
- Triglyceride-glucose index in predicting the risk of new-onset diabetes in the general population aged 45 years and older: a national prospective cohort study.BMC endocrine disorders · 2025Article
- Association between triglyceride-glucose index and phenotypic age acceleration: a cross-sectional study based on NHANES database.Frontiers in physiology · 2025Article
- Threshold effect and age interaction of TyG index on diabetes incidence in normolipidemic population: a multicenter 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
- 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
- The association of obesity and lipid-related indicators with all-cause and cardiovascular mortality risks in patients with diabetes or prediabetes: a cross-sectional study based on machine learning algorithms.Frontiers in endocrinology · 2025Article
- Sex- and Age-Specific Associations of Triglyceride-Glucose Index with Impaired Renal Function: A Cross-Sectional Study.International journal of general medicine · 2025Article
- Association of cardiometabolic index with sleep quality in adults: a population‑based study.Scientific reports · 2024Article
- Gender differences in the relationship between the triglyceride-glucose index and serum Klotho concentrations among the middle-aged and elderly: a cross-sectional analysis.BMC endocrine disorders · 2024Article
- Triglyceride-glucose index is associated with the risk of impaired fasting glucose in Chinese elderly individuals.Scientific reports · 2024Article
- Relationship between triglyceride-glucose index and gallstones risk: a population-based study.Frontiers in endocrinology · 2024Article
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Abstract
Background: The Triglyceride-glucose (TyG) index has been acknowledged as a convenient, cost-effective, and relatively simple marker for insulin resistance (IR). Meanwhile, prediabetes, described as an asymptomatic, moderately hyperglycemic state, tends to be more prevalent than diabetes. Thus, the objective of this study was to explore the relationship between the TyG index and the prevalence of both prediabetes and diabetes within the U.S. population. Methods: This study utilized a cross-sectional dataset derived from the National Health and Nutrition Survey (NHANES) spanning 1999 to 2018. The subjects were individuals aged 18 years and above, who had available fasting glucose and fasting triglyceride information, permitting a diagnosis of prediabetes or diabetes. The TyG index was computed using laboratory data, and participants were subsequently categorized into quartiles based on this information. The relationship between the TyG index and the prevalence of prediabetes and diabetes was investigated using logistic regression analysis. Results: Out of the 25,159 participants, 23.88% were found to have prediabetes, while 16.22% were diagnosed with diabetes. After adjusting for confounding factors, a linear increase in relative odds was observed in Q2 (OR: 1.69; 95% CI: 1.52, 1.89), Q3 (OR: 2.57; 95% CI: 2.30, 2.88), and Q4 (OR: 4.88; 95% CI: 4.33, 5.49) groups in comparison to the reference group, Q1. In addition, a non-linear relationship was observed between the TyG index and the prevalence of prediabetes and diabetes. Specifically, patients with a TyG index greater than 8.00 overall exhibited a significantly higher risk of prediabetes and diabetes, confirming that an increase in the TyG index is associated with a corresponding increase in risk. However, this shift showed gender-specific variations; the threshold was observed at 8.00 in males but shifted to 9.00 in females. Conclusion: The TyG index demonstrated a non-linear positive correlation with both prediabetes and diabetes. This suggests that maintaining the TyG index at a certain, reduced level could potentially aid in preventing the onset of prediabetes and diabetes.
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