Observational studyCardiovascular diabetology2021
Triglyceride-glucose index is associated with the risk of myocardial infarction: an 11-year prospective study in the Kailuan cohort.
Observational study in Cardiovascular diabetology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 136 papers, 6 of them syntheses that pooled it.
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Who cites it
136 citing papers in PubMed, 6 syntheses or guidelines pooled it, 282 citations in OpenAlex.
- Triglyceride-glucose index as a novel predictor of major adverse cardiovascular events in patients with coronary revascularization: a meta-analysis of cohort studies.Annals of medicine · 2026Pooled it
- The triglyceride-glucose index is associated with a higher risk of hypertension: evidence from a cross-sectional study of Chinese adults and meta-analysis of epidemiology studies.Frontiers in endocrinology · 2025Pooled it
- Association between triglyceride-glucose index and hypertension: A systematic review and meta-analysis.Narra J · 2024Pooled it
- The impact of triglyceride-glucose index on ischemic stroke: a systematic review and meta-analysis.Cardiovascular diabetology · 2023Pooled it
- Triglyceride-glucose index and the incidence of atherosclerotic cardiovascular diseases: a meta-analysis of cohort studies.Cardiovascular diabetology · 2021Pooled it
- Prognostic Significance of Triglyceride-Glucose Index for Adverse Cardiovascular Events in Patients With Coronary Artery Disease: A Systematic Review and Meta-Analysis.Frontiers in cardiovascular medicine · 2021Pooled it
- Triglyceride and Glucose Index and Sex Differences in Relation to Major Adverse Cardiovascular Events in Hypertensive Patients Without Diabetes.Frontiers in endocrinology · 2021Trial
- Association of insulin resistance indices with major adverse cardiovascular events in patients with acute myocardial infarction and chronic Kidney disease: a retrospective cohort study.Annals of medicine · 2026Article
- Association between triglyceride to high-density lipoprotein cholesterol ratio and new-onset diabetes mellitus.Archives of endocrinology and metabolism · 2026Article
- Association of insulin resistance and fracture risk in the Osteoporotic Fractures in Men (MrOS) cohort.Journal of the Endocrine Society · 2026Article
- Triglyceride-glucose index and anti-Ro52 antibody for identification of cardiovascular disease in patients with primary Sjögren's disease.Lipids in health and disease · 2026Article
- Lipoprotein(a), Insulin Resistance, and Cardiovascular Disease in the UK Biobank.Journal of the American Heart Association · 2026Article
- Relationship between the triglyceride-glucose index and coronary vascular function in patients with suspected coronary artery disease.Quantitative imaging in medicine and surgery · 2026Article
- The combination of visceral adiposity and triglyceride-glucose indices as predictors of cardiovascular disease incidence in middle-aged and older adults.European journal of medical research · 2026Article
- Estimated glucose disposal rate and severe abdominal aortic calcification: evidence from a nationally representative study with external validation.Frontiers in nutrition · 2026Article
- Emergency response for maritime sudden cardiac death: framework for pre-hospital rescue procedures and analysis of clinical characteristics.Frontiers in cardiovascular medicine · 2026Article
- Prognostic significance of the TyG index combined with the NLR for heart failure: a retrospective study.Frontiers in cardiovascular medicine · 2026Article
- Impact of TyG index on coronary plaques in patients with coronary artery disease under aggressive lipid-lowering therapy.Frontiers in endocrinology · 2026Observational
- Triglyceride-glucose index at ICU admission predicts hospital mortality in patients with acute coronary syndrome concomitant sepsis: a Bayesian network analysis of retrospective multicenter cohort study.Frontiers in nutrition · 2026Article
- The triglyceride-glucose index and acute kidney injury risk in critically ill patients with coronary artery disease.Renal failure · 2025Article
76 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe triglyceride-glucose (TyG) index, which is a simple surrogate marker of insulin resistance, has been suggested as a contributor of cardiovascular disease. However, evidence on the effect of long-term elevation of the TyG index exposure on myocardial infarction (MI) is limited. The current study aimed to evaluate the association of baseline and long-term elevation of the TyG index exposure with the risk of MI.
methodsA total of 98,849 participants without MI at baseline (2006) were enrolled from the Kailuan study. The baseline TyG index was calculated as ln [fasting triglyceride (mg/dL) × fasting glucose (mg/dL)/2]. The long-term TyG index was characterized in two ways as follows. The updated mean TyG index was calculated as the mean of TyG index at all previous visits before MI occurred or the end of follow-up; alternatively, the TyG index was calculated as the number of visits with a high TyG index in 2006, 2008, and 2010, ranging from 0 (no exposure) to 3 (had high TyG index at all three study visits). Hazard ratio (HR) and 95% confidence interval (CI) was estimated using multivariable Cox proportion hazard models.
resultsDuring a median follow-up of 11.03 years, 1555 incident MI occurred. In the multivariable-adjusted model, the risk of MI increased with quartiles of the baseline and updated mean TyG index, the HR in quartile 4 versus quartile 1 was 2.08 (95% CI,1.77-2.45) and 1.58 (1.18-2.12), respectively. Individuals with a high TyG index at all three visits had a 2.04-fold higher risk (95% CI, 1.63-2.56) of MI compared with no exposure. Subgroup analyses showed that the associations were more pronounced in women than in men (P
conclusionsElevated levels of the baseline and long-term TyG index are associated with an increased risk of MI. This finding indicates that the TyG index might be useful in identifying people at high risk of developing MI.
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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 Socratic graph.