ArticleFrontiers in endocrinology2022
Impacts of Triglyceride Glucose-Waist to Height Ratio on Diabetes Incidence: A Secondary Analysis of A Population-Based Longitudinal Data.
Article in Frontiers in endocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07589374 (Correlation Between Carotid-Femoral Pulse Wave Velocity and Triglyceride-Glucose Index and Its Derived Metrics), which is not on this map. Cited by 44 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Correlation Between Carotid-Femoral Pulse Wave Velocity and Triglyceride-Glucose Index and Its Derived Metrics
Who cites it
44 citing papers in PubMed, 67 citations in OpenAlex.
- Triglyceride-Glucose-Related Indexes as Risk Factors for Vision-Threatening Ocular Diseases: A Prospective UK Biobank Study.Investigative ophthalmology & visual science · 2026Article
- A Comprehensive Evaluation of Adiposity Indices on 20-Year Cumulative Incidence of Type 2 Diabetes: The ATTICA Cohort Study (2002-2022).Clinical obesity · 2026Article
- Associations of Serum Per- and Polyfluoroalkyl Substance Concentrations with Dyslipidemia and Its Subtypes in an Adult Population from Shandong, East China.Environment & health (Washington, D.C.) · 2026Article
- Nonlinear association of triglyceride-glucose body mass index with all-cause mortality in postmenopausal women, a retrospective cohort study: Evidence from the 2001 to 2014 National Health and nutrition examination survey.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026Article
- Association between the triglycerideZhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences · 2026Article
- Using the triglyceride-glucose index and derived indexes to forecast progression from pre-diabetes to diabetes: A 3-year follow-up study.World journal of diabetes · 2026Article
- Inverse association between cardiometabolic index and endometriosis in women of reproductive age: A cross-sectional, population-based study.The Journal of international medical research · 2026Article
- Sex-Specific Predictive Value of Obesity-Related Indicators for Diabetic Kidney Disease in Type 2 Diabetes Mellitus.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Multiple machine-learning-driven metabolic frameworks for long-term prognostic risk assessment in patients with coexisting hypertension and obstructive sleep apnea:insights from a multicenter cohort study.Frontiers in physiology · 2026Article
- Association of the Triglyceride-Glucose Index and Its Central Obesity Derivatives with Peripheral Artery Disease in Type 2 Diabetes: A Cross-Sectional Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Association of insulin resistance-related indexes with atherosclerotic cardiovascular disease: A crosss-sectional study.Medicine · 2025Observational
- Combination of triglyceride-glucose index and waist-to-height ratio as a predictor of all-cause and cardiovascular mortality in adults with diabetes or prediabetes: a nationwide prospective cohort study.Cardiovascular diagnosis and therapy · 2025Article
- Relationship Between Insulin Resistance Indicators and Type 2 Diabetes Mellitus in Romania.International journal of molecular sciences · 2025Article
- Association between sedentary behavior, physical activity, and the triglyceride glucose index and its derived indices: evidence from NHANES 2013-2018.Journal of exercise science and fitness · 2025Article
- Potential of seven insulin resistance indicators as biomarkers to predict infertility risk in U.S. women of reproductive age: a cross-sectional study.Reproductive biology and endocrinology : RB&E · 2025Article
- Comparison of TyG and modified TyG indices in predicting coronary slow flow phenomenon.BMC cardiovascular disorders · 2025Article
- Evaluating the Prognostic Value of the Triglyceride-Glucose Index in Different Populations: A Critical Analysis.Nutrients · 2025Article
- Association between TyG index with obesity indicators and coronary heart disease: a cohort study.Scientific reports · 2025Article
- Article
- Association between TyG-related parameters and NAFLD risk in Japanese non-obese population.Scientific reports · 2025Article
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The anthropometric indices (body mass index [BMI], waist circumference [WC] and waist-to-height ratio [WHtR]), triglyceride-glucose (TyG) index and TyG-related indicators (TyG-WHtR, TyG-BMI, TyG-WC) have been well documented to be highly correlated with insulin resistance (IR) and type 2 diabetes mellitus (T2DM). However, it was not immediately obvious which indicator would be optimal for screening people at risk of T2DM. Hence, this study intended to compare the predictive effects of the aforementioned markers on T2DM and to investigate the relation between baseline TyG-WHtR and incident T2DM. Methods: This longitudinal study included 15464 study population who were involved in the NAGALA (NAfld in the Gifu Area Longitudinal Analysis) study from 2004 to 2015. The TyG index was defined as ln [FPG (mg/dL) ×fasting TG (mg/dL)/2]. And the TyG-WHtR was calculated as TyG index ×WHtR. We divided the participants into four groups according to the TyG-WHtR quartiles. The primary endpoint was the incidence of diabetes. Results: After a median follow-up of 5.4 years, 2.4% (373/15464) participants developed diabetes. The incidence of diabetes increased with ascending TyG-WHtR quartiles ( Conclusions: A high TyG-WHtR is an important predictor of the increased cumulative risk of diabetes development. TyG-WHtR outperforms TyG, WHtR, TyG-WC and TyG-BMI in screening individuals who are susceptible to T2DM, especially in men.
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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.