ArticleCardiovascular diabetology2023
The triglyceride-glucose index is a predictor for cardiovascular and all-cause mortality in CVD patients with diabetes or pre-diabetes: evidence from NHANES 2001-2018.
Article in Cardiovascular diabetology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 348 papers, 1 of them a synthesis that pooled it.
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Who cites it
348 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association of the Triglyceride-Glucose Index with Major Adverse Cardiovascular Events in Patients with Acute Coronary Syndromes: A Systematic Review and Meta-Analysis.Medicina (Kaunas, Lithuania) · 2026Pooled it
- Glycemic and lipid responses to selenium-enriched vs. zeaxanthin-enriched eggs in patients with type 2 diabetes: a 12-week randomized controlled trial.Frontiers in nutrition · 2026Trial
- The triglyceride-glucose index modulates the association between diabetes duration and insulin resistance in type 2 diabetes: a large cross-sectional study.Frontiers in endocrinology · 2026Trial
- Insulin Resistance and Blood Pressure Control on Cognitive Outcomes.Hypertension (Dallas, Tex. : 1979) · 2026Trial
- Association of Triglyceride-Glucose Index With Different Cardiovascular Diseases in Non-Diabetic Hypertension.Journal of cellular and molecular medicine · 2025Trial
- The prognostic value of combined TyG and SIRI categories for cardiovascular disease and all-cause mortality among adults: Evidence from the NHANES 1999-2010.American heart journal plus : cardiology research and practice · 2026Article
- Article
- Divergent associations of TyG index and HOMA-IR with cardiovascular and cerebrovascular mortality in non-diabetic elderly: a competing risk analysis of NHANES 2003‒2020.Clinics (Sao Paulo, Brazil) · 2026Article
- Insulin Resistance Indices and Cardiovascular Disease Risk in Middle-Aged and Older Adults with Prediabetes: A Machine Learning-Assisted Predictive Modeling Study.Healthcare (Basel, Switzerland) · 2026Article
- Association between C-reactive protein-triglyceride glucose index (CTI) and cardiovascular and all-cause mortality risk among the elderly population: insights from three datasets.Clinical research in cardiology : official journal of the German Cardiac Society · 2026Article
- Predictive nomogram for abdominal aortic calcification risk: a multi-algorithm approach integrating demographic and clinical variables.Journal of cardiothoracic surgery · 2026Article
- The association between triglyceride glucose index and its derived indices with kidney stones: a nationwide population-based study.World journal of urology · 2026Article
- Comparison of CTI and its modified indices in predicting cardiovascular disease risk across different glycemic statuses: a nationwide prospective cohort study.Diabetology & metabolic syndrome · 2026Article
- Article
- The association between physical activity and metabolic dysfunction-associated steatotic liver disease: Evidence from the National Health and Nutrition Examination Survey and UK Biobank.The Journal of international medical research · 2026Article
- Geriatric Nutritional Risk Index and risks of all-cause, cardiovascular, and diabetes-related mortality in adults with obesity: A nationally representative cohort study.American heart journal plus : cardiology research and practice · 2026Article
- Non-insulin-dependent insulin resistance surrogate indexes for predicting chronic kidney disease in diabetic individuals: a prospective cohort study.BMC endocrine disorders · 2026Article
- The impact of triglyceride-glucose index on short-term prognosis in patients with acute myocarditis.BMC cardiovascular disorders · 2026Article
- Predictive significance of triglyceride-glucose index in forecasting adverse cardiovascular events among Type 2 diabetes mellitus patients with co-existing metabolic dysfunction-associated steatotic liver disease (MASLD): evidence from two cohort studies.Cardiovascular diabetology · 2026Article
- Association of Triglyceride-Glucose Index and Coronary Chronic Total Occlusion in Patients Undergoing Coronary Angiography: A Retrospective Study.Journal of cardiovascular development and disease · 2026Article
288 more citing papers are in PubMed but not listed here.
Corrections and comments
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4 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundThe association between the triglyceride-glucose (TyG) index and mortality in cardiovascular disease (CVD) patients with diabetes or pre-diabetes remains unclear. This study aimed to investigate the relationship between baseline TyG index and all-cause and cardiovascular (CV) mortality in CVD patients with diabetes or pre-diabetes among American adults. .
methodsThis study enrolled 1072 CVD patients with diabetes or pre-diabetes from the National Health and Nutrition Examination Survey (2001-2018). Mortality outcomes were determined by linking to National Death Index (NDI) records up to December 31, 2019. Multivariate Cox proportional hazards models were constructed to analyze explore the associations between baseline TyG index and mortality. Non-linear correlations were explored using restricted cubic splines, and a two-piecewise Cox proportional hazards model for both sides of the inflection point was constructed.
resultsDuring 7541 person-years of follow-up, a total of 461 all-cause deaths and 154 CVD-related deaths were recorded. The restricted cubic splines revealed a U-shaped association between the baseline TyG index with all-cause and CVD mortality in CVD patients with diabetes or pre-diabetes. Specifically, baseline TyG index lower than the threshold values (TyG index < 9.05 in all-cause mortality and < 8.84 in CVD mortality) was negatively associated with mortality (HR 0.47, 95% CI = 0.27-0.81 for all-cause mortality and HR 0.25, 95% CI = 0.07-0.89 for CVD mortality). In contrast, baseline TyG index higher than the threshold values (TyG index > 9.05 in all-cause mortality and > 8.84 in CVD mortality) was positively associated with mortality (HR 1.42, 95% CI = 1.02-1.99 for all-cause mortality and HR 1.77, 95% CI = 1.08-2.91 for CVD mortality).
conclusionsA U-shaped association was observed between the baseline TyG index with CVD and all-cause mortality in CVD patients with diabetes or pre-diabetes in a American population. The thresholds of 8.84 and 9.05 for CVD and all-cause mortality, respectively.
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