Observational studyCardiovascular diabetology2020
Triglyceride glucose index for predicting cardiovascular outcomes after percutaneous coronary intervention in patients with type 2 diabetes mellitus and acute coronary syndrome.
Observational study in Cardiovascular diabetology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 134 papers, 8 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
134 citing papers in PubMed, 8 syntheses or guidelines pooled it, 279 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
- 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
- Does diabetes status modify the association between the triglyceride-glucose index and major adverse cardiovascular events in patients with coronary heart disease? A systematic review and meta-analysis of longitudinal cohort studies.Cardiovascular diabetology · 2025Pooled it
- The association of triglyceride-glucose index with major adverse cardiovascular and cerebrovascular events after acute myocardial infarction: a meta-analysis of cohort studies.Nutrition & diabetes · 2024Pooled it
- Triglyceride-glucose index's link to cardiovascular outcomes post-percutaneous coronary intervention in China: a meta-analysis.ESC heart failure · 2024Pooled it
- Triglyceride-glucose index and health outcomes: an umbrella review of systematic reviews with meta-analyses of observational studies.Cardiovascular diabetology · 2024Pooled it
- Triglyceride-glucose index and coronary artery disease: a systematic review and meta-analysis of risk, severity, and prognosis.Cardiovascular diabetology · 2023Pooled 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
- A Clinical Nomogram Based on the Triglyceride-Glucose Index to Predict Contrast-Induced Acute Kidney Injury after Percutaneous Intervention in Patients with Acute Coronary Syndrome with Diabetes Mellitus.Cardiovascular therapeutics · 2022Trial
- Impact of Baseline and Trajectory of Triglyceride-Glucose Index on Cardiovascular Outcomes in Patients With Type 2 Diabetes Mellitus.Frontiers in endocrinology · 2022Trial
- Longitudinal association between visceral adiposity index and arthritis-diabetes comorbidity risk: A cohort study from CHARLS.Medicine · 2026Article
- Assessment of insulin resistance indexes with longitudinal trajectories of cardiometabolic multimorbidity: insights from the UK Biobank.Nutrition & metabolism · 2026Article
- Cognitive function in normotensive elderly adults: a population-based cross-sectional study in rural China.Frontiers in medicine · 2026Article
- Cumulative triglyceride-glucose-body mass index exposure and cardiovascular disease risk: findings from the Kailuan study.Frontiers in cardiovascular medicine · 2026Article
- Optimize speckle-tracking echocardiography screening in CKD patients: a TyG index-based nomogram model.Frontiers in cardiovascular medicine · 2026Article
- Association between the C-reactive protein-triglyceride-glucose index and major adverse cardiovascular events in patients undergoing percutaneous coronary intervention.Frontiers in medicine · 2026Article
- The impact of metabolic syndrome and triglyceride-glucose index on the risk of in-stent restenosis after percutaneous coronary intervention: a retrospective study.Frontiers in cardiovascular medicine · 2026Article
- Association of higher triglyceride glucose index and triglyceride to high density lipoprotein cholesterol ratio with early-onset post-stroke depression.Scientific reports · 2025Article
- The association between triglyceride glucose-body mass index and all-cause mortality in critically ill patients undergoing cardiac surgery: a retrospective analysis from the MIMIC-IV database.BMC cardiovascular disorders · 2025Article
- Triglyceride glucose index in patients with acute coronary syndrome undergoing percutaneous coronary intervention predicts cardiovascular events: a cohort study.Cardiovascular diabetology · 2025Observational
74 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe triglyceride glucose (TyG) index, a simple surrogate estimate of insulin resistance, has been demonstrated to predict cardiovascular (CV) disease morbidity and mortality in the general population and many patient cohorts. However, to our knowledge, the prognostic usefulness of the TyG index after percutaneous coronary intervention (PCI) in patients with type 2 diabetes mellitus (T2DM) and acute coronary syndrome (ACS) has not been determined. This study aimed to evaluate the association of the TyG index with adverse CV outcomes in patients with T2DM and ACS who underwent PCI.
methodsThe TyG index was calculated using the formula ln[fasting triglycerides (mg/dL) × fasting glucose (mg/dL)/2]. The primary endpoint was the composite of all-cause mortality, non-fatal stroke, non-fatal myocardial infarction, or unplanned repeat revascularization. The association between the TyG index and adverse CV outcomes was assessed by Cox proportional hazards regression analysis.
resultsIn total, 776 patients with T2DM and ACS who underwent PCI (mean age, 61 ± 10 years; men, 72.2%) were included in the final analysis. Over a median follow-up of 30 months, 188 patients (24.2%) had at least 1 primary endpoint event. The follow-up incidence of the primary endpoint rose with increasing TyG index tertiles. The multivariate Cox proportional hazards regression analysis adjusted for multiple confounders revealed a hazard ratio for the primary endpoint of 2.17 (95% CI 1.45-3.24; P for trend = 0.001) when the highest and lowest TyG index tertiles were compared.
conclusionsThe TyG index was significantly and positively associated with adverse CV outcomes, suggesting that the TyG index may be a valuable predictor of adverse CV outcomes after PCI in patients with T2DM and ACS.
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Registered trials
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 OpenQuestion graph.