ArticleJournal of lipid and atherosclerosis2022
Triglyceride-Glucose Index Is a Useful Marker for Predicting Future Cardiovascular Disease and Mortality in Young Korean Adults: A Nationwide Population-Based Cohort Study.
Article in Journal of lipid and atherosclerosis, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
37 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- The association between the triglyceride-glucose index and diabetic peripheral neuropathy: a systematic review and meta-analysis.Frontiers in endocrinology · 2026Pooled it
- Does diabetes modify the triglyceride-glucose index associated with cardiovascular events and mortality? A meta-analysis of 50 cohorts involving 7,239,790 participants.Cardiovascular diabetology · 2025Pooled it
- Pooled it
- Diagnostic and prognostic value of triglyceride glucose index: a comprehensive evaluation of meta-analysis.Cardiovascular diabetology · 2024Pooled it
- Improvement of Triglyceride-Glucose Index Following Bariatric Surgery: a Systematic Review and Meta-analysis.Obesity surgery · 2024Pooled it
- Integrated assessment of preoperative nutritional, inflammatory, and metabolic biomarkers and early outcomes in geriatric hip fracture surgery: a retrospective matched study.BMC geriatrics · 2026Article
- TYG-BMI demonstrates modestly higher predictive value compared to TYG and TYG/HDL for cardiovascular disease incidence in individuals over 45: a longitudinal cohort study.Diabetology & metabolic syndrome · 2026Article
- Associations of inflammation-related nutritional and metabolic status indices CAR and CTI with 90-day unfavorable functional outcomes in patients with acute ischemic stroke.Frontiers in nutrition · 2026Article
- Triglyceride-glucose index, CKM stage, and absolute benefit of intensive blood pressure control: aFrontiers in nutrition · 2026Article
- Associations of cholesterol, high-density lipoprotein and glucose index and triglyceride-glucose-related indices with carotid atherosclerosis in young and middle-aged individuals.Frontiers in endocrinology · 2026Article
- The Prognostic Value of Insulin Resistance Indices for Major Adverse Cardiovascular Events in Young and Middle-Aged Patients With Hypertension.Journal of clinical hypertension (Greenwich, Conn.) · 2025Article
- Exploring the associations of the triglyceride‒glucose index with thyroid function in subclinical hypothyroid patients: a cross-sectional study.Lipids in health and disease · 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
- Prognostic value of triglyceride-glucose index on predicting major adverse cardiovascular events in hypertensive patients: a systematic review and meta-analysis.American journal of preventive cardiology · 2025Article
- Elevated triglyceride-glucose index is a risk factor for cardiovascular events in adults with type 1 diabetes: a cohort study.Cardiovascular diabetology · 2025Article
- Triglyceride-glucose index as a marker in cardiovascular diseases; a bibliometric study and visual analysis.Annals of medicine and surgery (2012) · 2025Review
- The association between TyG index and cardiovascular mortality is modified by antidiabetic or lipid-lowering agent: a prospective cohort study.Cardiovascular diabetology · 2025Article
- Exploring the Association Between Triglyceride-Glucose Indices and Their Derivatives With Obstructive Sleep Apnea: Insights From the National Health and Nutrition Examination Survey.Nature and science of sleep · 2025Article
- Combined predictive value of triglyceride-glucose index and remnant cholesterol for coronary artery disease in young adults.Frontiers in cardiovascular medicine · 2025Article
- Association between triglyceride-glucose index and vitamin D levels in Saudi postmenopausal women: a cross-sectional study.International journal of clinical and experimental pathology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: The triglyceride-glucose (TyG) index, the product of fasting triglycerides and glucose, is a useful and cost-effective marker of insulin resistance (IR). Furthermore, the TyG index is a known IR screening tool in healthy young adults but not in those with atherosclerotic cardiovascular disease (CVD). Thus, this study aimed to evaluate the TyG index as a predictor of CVD in healthy young adults. Methods: This study enrolled 6,675,424 adults aged 20-39 years without CVD from the National Health Information Database. We categorized them by TyG index quartile from 2009-2017. The study outcomes were stroke, myocardial infarction (MI), and mortality. All outcomes were analyzed by Cox proportional hazards regression analysis while controlling for baseline covariates. Results: During a mean 7.4 years of follow-up, 8,506 cases of stroke, 12,312 cases of MI, and 22,667 deaths were recorded. Multivariable-adjusted hazard ratios (HRs) for participants in the highest TyG index quartile demonstrated that they were at higher risk for stroke (HR, 1.253; 95% confidence interval [CI], 1.167-1.346), MI (HR, 1.258; 95% CI, 1.187-1.334), and mortality (HR, 1.151; 95% CI, 1.104-1.200) than those in the lowest TyG index quartile independent of age, sex, smoking, alcohol consumption, physical activity, income, body mass index, blood pressure, and total cholesterol. The HRs for outcomes in the highest quartiles were higher when the TyG index was applied than when triglyceride or fasting glucose alone was applied. Conclusion: TyG index, a simple measure reflecting IR, can predict CVD and mortality in young and healthy populations.
Indexed as
Identifiers
What OpenQuestion holds
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.