ArticleJAMA network open2021
The Triglyceride-Glucose Index and Obesity-Related Risk of End-Stage Kidney Disease in Austrian Adults.
Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 76 papers.
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Who cites it
76 citing papers in PubMed, 106 citations in OpenAlex.
- Article
- Association of Triglyceride-Glucose Index, Triglyceride/HDL Cholesterol Ratio and Metabolic Score for Insulin Resistance With Asymptomatic Organ Damage in Previously Untreated Patients With Hypertension.Journal of clinical hypertension (Greenwich, Conn.) · 2026Article
- Triglyceride-Glucose Index and Risk of End-Stage Kidney Disease in Young Adults: National Population-Based Cohort Study.JMIR public health and surveillance · 2026Article
- The combined predictive value of the triglyceride-glucose index and A Body Shape Index on all-cause mortality: a 26-year prospective cohort analysis from the Rancho Bernardo Study.Cardiovascular diabetology. Endocrinology reports · 2026Article
- Insulin Resistance and Atherogenic Dyslipidemia Drive Cardiac Remodeling and Cardiovascular Events After Kidney Transplantation.Journal of clinical medicine · 2026Article
- Data-driven classification of metabolic-associated steatotic liver disease subtypes predicting hepatic and extrahepatic progression.Chinese medical journal · 2026Article
- Comparison of the predictive power of novel insulin resistance, lipid metabolism and obesity indices for the risk of developing dyslipidaemia in adults.BMC endocrine disorders · 2026Article
- Triglyceride-glucose index is associated with the severity of coronary artery disease.PloS one · 2026Article
- Relationship between the triglyceride-glucose index and non-alcoholic fatty liver disease among individuals with atrial fibrillation.American journal of cardiovascular disease · 2026Article
- The triglyceride-glucose index in chronic kidney disease: a narrative review.Frontiers in nutrition · 2026Review
- Integrative Inflammation-Metabolism Indicator for Cardiovascular-Kidney-Metabolic Syndrome: Evaluating the C-Reactive Protein-Triglyceride Glucose Index for Risk Stratification and Progression Across Three National Cohorts.Mediators of inflammation · 2026Article
- Outcomes After Bariatric Surgery in Older Adults With Obesity and End-Stage Kidney Disease.World journal of surgery · 2025Article
- Coronary microvascular dysfunction in gestational diabetes: insights on possible mechanism from a large institutional registry.The international journal of cardiovascular imaging · 2025Article
- Evaluating Disparities in End-Stage Kidney Disease Survival Among American Indian/Alaska Native Persons with Diabetes.Journal of racial and ethnic health disparities · 2025Article
- Association between triglyceride glucose index trajectory and risk of hypertension in rural residents: a prospective cohort study.Scientific reports · 2025Article
- Triglyceride-glucose index, a silent predictor for osteosarcopenic adiposity occurrence and risk of cardiovascular and all-cause mortality.Diabetology & metabolic syndrome · 2025Article
- Evaluation of the Relationship Between Albuminuria and Triglyceride Glucose Index in Patients with Type 2 Diabetes Mellitus: A Retrospective Cross-Sectional Study.Medicina (Kaunas, Lithuania) · 2025Article
- Triglyceride glucose index in patients with acute coronary syndrome undergoing percutaneous coronary intervention predicts cardiovascular events: a cohort study.Cardiovascular diabetology · 2025Observational
- The Triglyceride-Glucose Index and Risk of End-Stage Renal Disease across Different Durations of Type 2 Diabetes Mellitus: A Longitudinal Cohort Study.Endocrinology and metabolism (Seoul, Korea) · 2025Article
- Association of the triglyceride-glucose index and its combination with obesity indices with cardio-renal-metabolic multimorbidity: two decades of follow-up in the Tehran Lipid and Glucose Study.Cardiovascular diabetology · 2025Article
16 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: It is unknown whether the triglyceride-glucose (TyG) index as a measure of insulin resistance is associated with the risk of developing end-stage kidney disease (ESKD). Because individuals who are overweight or obese often develop insulin resistance, mediation of the association between body mass index (BMI) and ESKD risk through the TyG index seems plausible but has not been investigated. Objective: To evaluate whether the TyG index is associated with ESKD risk and, if so, to what extent the TyG index mediates the association between BMI and ESKD. Design, Setting, and Participants: A total of 176 420 individuals were recruited during routine health examinations to participate in the Austrian Vorarlberg Health Monitoring and Promotion Program (VHM&PP), a prospective, population-based cohort study with participant enrollment between January 1, 1988, and June 30, 2005, and a mean follow-up of 22.7 years. Data analysis was conducted from March 1, 2020, to September 30, 2020. Exposures: Body mass index and the logarithmized product of fasting triglyceride and glucose concentrations (TyG index), as determined during the baseline health examination. Main Outcomes and Measures: End-stage kidney disease, as indicated by initiation of kidney replacement therapy, either dialysis or kidney transplantation. Results: Of the 176 420 participants, 94 885 were women (53.8%); mean (SD) age was 42.5 (15.4) years. During a mean (SD) follow-up of 22.7 (6.9) years, 454 (0.3%) participants developed ESKD and 35 234 (20.0%) died. In multivariable-adjusted Cox proportional hazards models, the TyG index was significantly associated with the risk of ESKD, both with (hazard ratio [HR] per 1-SD increase, 1.68; 95% CI, 1.56-1.82) and without (HR per 1-SD increase, 1.79; 95% CI, 1.66-1.93) the inclusion of BMI as a covariate. Mediation analysis using a newly proposed 2-stage regression method for survival data showed that a 5-point increase in BMI increased the risk of ESKD by 58% (HR [total association], 1.58; 95% CI, 1.43-1.75), and that 41.7% of the total association (95% CI, 31.6%-51.8%) was mediated through the TyG index (HR [indirect association], 1.21; 95% CI, 1.18-1.25). Conclusions and Relevance: This study found that the TyG index appeared to be associated with ESKD risk and mediates nearly half of the total association between BMI and ESKD in the general population. Public health efforts aiming at the reduction of body weight might decrease the kidney sequelae of insulin resistance and the burden of ESKD.
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