Observational studyJournal of general internal medicine2024
Triglyceride-Glucose Index Associated with Future Renal Function Decline in the General Population.
Observational study in Journal of general internal medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
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The trial behind it
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association between triglyceride-glucose index and risk of chronic kidney disease: a meta-analysis.Renal failure · 2025Pooled it
- Triglyceride-glucose index associated with the risk of future renal function decline: a 13-year prospective cohort study.Scientific reports · 2026Article
- Review
- The Association Between the Triglyceride-Glucose Index and the Risk of Diabetic Kidney Disease in Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study.Life (Basel, Switzerland) · 2026Article
- High-sensitivity C-reactive protein-triglyceride-glucose composite index and reduced estimated glomerular filtration rate in adults undergoing routine health examinations: a cross-sectional study.Frontiers in endocrinology · 2026Article
- Triglyceride-glucose index correlates with all-cause mortality of patients in intensive cardiac care unit: from two large-scale cohorts.International journal of surgery (London, England) · 2026Article
- Linear Association of Derivatives of Triglyceride-Glucose Index with Incident Lower Limb Joint Pain in Middle-Aged and Older Chinese Adults: A Prospective Cohort Study.Journal of pain research · 2026Article
- Association of obesity and lipid indexes with rapid kidney function decline and the progression to chronic kidney disease: a study from a large longitudinal cohort among middle-aged and older adults in China.Frontiers in medicine · 2026Article
- Triglyceride glucose index and atherogenic index of plasma predict rapid kidney function decline in cardiovascular-kidney-metabolic syndrome: the first longitudinal evidence from CHARLS.European journal of medical research · 2025Article
- Article
- Triglyceride-glucose index association with kidney function in adults; a population-based study.BMC endocrine disorders · 2025Article
- 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
- Joint association of triglyceride glucose index (TyG) and body roundness index (BRI) with stroke incidence: a national cohort study.Cardiovascular diabetology · 2025Article
- Higher triglyceride-glucose index is associated with severe proteinuria and decreased renal function in patients with primary membranous nephropathy.BMC nephrology · 2025Article
- Association between triglyceride-glucose index and cardiovascular disease in US adults with chronic kidney disease: a population-based study.BMC cardiovascular disorders · 2024Article
- Association Between Triglyceride Glucose Index and Chronic Kidney Disease in Normal-Weight Chinese Adults With Hypertension.Journal of clinical hypertension (Greenwich, Conn.) · 2024Article
- Associations of physiologic subtypes based on HOMA2 indices of β-cell function and insulin sensitivity with the risk of kidney function decline, cardiovascular disease, and all-cause mortality from the 4C study.Cardiovascular diabetology · 2024Article
- Associations between non-insulin-based insulin resistance indices and diabetic nephropathy in patients with diabetes mellitus in US adults: a cross-sectional study of NHANES 1999-2018.Frontiers in endocrinology · 2024Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe triglyceride-glucose index (TyG index), calculated as the logarithmic product of fasting triglyceride and glucose concentrations, is recognized as a simple marker of insulin resistance. However, the association between the TyG index and future decline of renal function remains unclear in the general population.
objectiveTo investigate whether the TyG index was associated with future decline of renal function in the general population who had not progressed to chronic kidney disease stage G2.
designRetrospective longitudinal observational cohort study.
participantsIndividuals who received a population-based health checkup at JA Ehime Kouseiren Checkup Center from 2010 to 2019 (n = 134,007). Individuals without data of baseline fasting triglyceride or glucose levels, or baseline and follow-up data of estimated glomerular filtration rate (eGFR), or those with baseline eGFR < 60 mL/min/1.73 m MAIN MEASURES: Future renal function decline, defined as a ≥ 25% decrease in eGFR from baseline. KEY
resultsOf 10,758 participants, 8,076 were classified into the low TyG index group (TyG index < 8.76, 1st to 3rd quartiles) and 2,682 into the high TyG index group (TyG index ≥ 8.76, 4th quartile). The mean follow-up period was 37.8 ± 23.6 months. The incidence rates of renal function decline were 0.31 and 0.69 per 100 person-years in the low and high TyG index groups, respectively. In multivariate Cox proportional hazard models, high TyG index was significantly associated with future renal function decline (hazard ratio 2.25, 95% CI 1.40-3.60). This association was consistent across subgroups stratified by age, sex, body mass index, baseline eGFR, and diagnosed hypertension, diabetes, or dyslipidemia.
conclusionIn the general population, high TyG index was associated with future renal function decline. The TyG index may be useful in identifying individuals at high risk for future renal function decline in the setting of health checkups.
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