ArticleGeroScience2024
Baseline and usual triglyceride-glucose index and the risk of chronic kidney disease: a prospective cohort study.
Article in GeroScience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 1 of them a synthesis that pooled it.
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Who cites it
34 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
- The association between triglyceride glucose-frailty index and cardiometabolic multimorbidity among Chinese middle-aged and older adults: a national prospective cohort study.Cardiovascular diabetology · 2026Article
- Triglyceride-glucose index and mortality in critically ill patients with cardiovascular-kidney-metabolic syndrome stage 4.Cardiovascular diabetology · 2026Article
- Triglyceride-glucose index and hyperhomocysteinemia within a cardiovascular-kidney-metabolic biomarker network: insights from interpretable machine learning and epidemiological modeling.Frontiers in nutrition · 2026Article
- The triglyceride-glucose index in chronic kidney disease: a narrative review.Frontiers in nutrition · 2026Review
- Reciprocal mediation of immuno-inflammation and insulin resistance in the risk of chronic kidney disease among patients with coronary artery disease: insights from neutrophil-to-lymphocyte ratio and triglyceride-glucose index.Frontiers in immunology · 2026Article
- Dietary Index for Gut Microbiota and All-Cause Mortality in CKM Syndrome: Evidence of a JShaped Association and Partial Mediation by DII and CDAI.Endocrine, metabolic & immune disorders drug targets · 2026Article
- Association Between C-Reactive Protein-Triglyceride Glucose Index and All-Cause and Cardiovascular Mortality Across Cardiovascular-Kidney-Metabolic Syndrome Stages 0-4.International journal of endocrinology · 2026Article
- The triglyceride-glucose index as an independent associate of severe tubulointerstitial fibrosis and a predictor of renal survival in IgA nephropathy.Frontiers in endocrinology · 2026Article
- Stress hyperglycemia ratio (SHR) and triglyceride-glucose index (TYG) associated with renal response to finerenone in diabetic kidney disease: a retrospective cohort study.Frontiers in medicine · 2026Article
- Association between the estimated plasma volume status and chronic kidney disease: A cross-sectional study.Medicine · 2025Observational
- The role of insulin resistance in the longitudinal progression from NAFLD to cardiovascular-kidney-metabolic disease.Cardiovascular diabetology · 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
- 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
- Article
- Association between the triglyceride glucose index and long-term outcomes in patients with acute coronary syndrome and chronic kidney disease.Diabetology & metabolic syndrome · 2025Article
- Association of the triglyceride glucose index with acute renal failure in diabetes mellitus: a cross-sectional study based on participants from the MIMIC-iv database.Acta diabetologica · 2025Article
- Association between triglyceride glucose-body mass index and the trajectory of cardio-renal-metabolic multimorbidity: insights from multi-state modelling.Cardiovascular diabetology · 2025Article
- Triglyceride glucose index is associated with vertebral fracture in older adults: a longitudinal study.Endocrine · 2025Article
- Association between triglyceride-glucose related indices and all-cause and cardiovascular mortality among the population with cardiovascular-kidney-metabolic syndrome stage 0-3: a cohort study.Cardiovascular diabetology · 2025Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Triglyceride-glucose (TyG) index is an emerging marker of adverse cardiometabolic conditions such as cardiovascular disease and type 2 diabetes. The long-term relevance of TyG index to chronic kidney disease (CKD) is uncertain. We aimed to assess the association of TyG index with CKD risk and its utility in risk prediction in a prospective study. The TyG index was calculated using fasting triglycerides and fasting plasma glucose (FPG) levels measured in 2362 men aged 42-61 years with normal kidney function using the formula: Ln (fasting triglycerides [mg/dL] × FPG [mg/dL]/2). Multivariable adjusted hazard ratios (HRs) (95% confidence intervals, CIs) were estimated for CKD. Correction for within-person variability was made using data from repeat measurements of triglycerides and FPG taken 11 years after baseline. Over a median follow-up duration of 17.5 years, 223 CKD cases were recorded. The age-adjusted regression dilution ratio for the TyG index was 0.54 (95% CI, 0.48-0.60). The risk of CKD increased continuously with increasing TyG index across the range 9.3 to 11.6 (p value for nonlinearity<.001). In analysis adjusted for established risk factors, a unit higher TyG index was associated with an increased risk of CKD (HR 1.59, 95% CI 1.24-2.05). Comparing extreme tertiles of the TyG index, the corresponding adjusted HR (95% CI) for CKD was 1.61 (1.15-2.27). Addition of the TyG index to a CKD risk prediction model containing established risk factors improved risk discrimination and reclassification (p value for difference in -2 log likelihood<.001; NRI=47.66%, p=.014; IDI=0.0164, p<.001). Higher TyG index is associated with an increased risk of CKD and improves the prediction and classification of CKD beyond established risk factors. Using single baseline estimations of the TyG index to investigate its association with CKD risk could considerably under-estimate the true association.
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