Observational studyJournal of diabetes investigation2023
Association of the triglyceride-glucose index with subclinical left ventricular dysfunction in type 2 diabetes mellitus patients: A retrospective cross-sectional study.
Observational study in Journal of diabetes investigation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 16 citations in OpenAlex.
- Insulin Resistance Indices and Subclinical Left Ventricular Systolic Dysfunction in Adults: A Systematic Review and Meta-Analysis.Reviews in cardiovascular medicine · 2026Pooled it
- Triglyceride-glucose index is independently associated with left ventricular outflow tract obstruction in hypertrophic cardiomyopathy.Biomolecules & biomedicine · 2026Article
- Triglyceride Glucose Index as a screening tool for subclinical heart failure with preserved ejection fraction in type 2 diabetes mellitus in resource-limited settings.Journal of family medicine and primary care · 2026Article
- Comparative predictive value of three non-insulin-based insulin resistance indices for subclinical left ventricular dysfunction in type 2 diabetes mellitus.BMC cardiovascular disorders · 2026Article
- Triglyceride-glucose index and subclinical left ventricular dysfunction across cardiovascular-kidney-metabolic syndrome stages: a 7-year retrospective cohort study.Frontiers in endocrinology · 2026Article
- Comparison of the correlation between triglyceride-glucose index and homeostasis model assessment of insulin resistance with subclinical left ventricular dysfunction.Journal of diabetes investigation · 2026Article
- Diabetes modifies the association between the triglyceride-glucose index and subclinical myocardial injury: A prospective cohort study.Cardiovascular diabetology · 2025Article
- Association of the triglyceride‒glucose index with subclinical right ventricular systolic dysfunction in type 2 diabetes mellitus patients.Scientific reports · 2025Article
- The role of TyG index in predicting low left ventricular ejection fraction after acute coronary syndrome.Biomarkers in medicine · 2025Article
- Gender differences in the association between the triglyceride-glucose index and peripheral artery disease in vascular surgery inpatients aged 50 and above: a retrospective cross-sectional study.Frontiers in endocrinology · 2025Article
- TyG index and MAFLD severity are associated with subclinical LV dysfunction in T2DM patients: a cross-sectional study.Frontiers in endocrinology · 2025Article
- U shape association between triglyceride glucose index and congestive heart failure in patients with diabetes and prediabetes.Nutrition & metabolism · 2024Article
- Comment on the article titled "Association of the triglyceride-glucose index with subclinical left ventricular dysfunction in type 2 diabetes mellitus patients: A retrospective cross-sectional study".Journal of diabetes investigation · 2024Article
- Association between the triglyceride-glucose index and left ventricular global longitudinal strain in patients with coronary heart disease in Jilin Province, China: a cross-sectional study.Cardiovascular diabetology · 2023Article
- Triglyceride Glucose Index is Strongly Associated with a Fragility Fracture in Postmenopausal Elderly Females with Type 2 Diabetes Mellitus Combined with Osteoporosis: A 6-Year Follow-Up Study.Clinical interventions in aging · 2023Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
AIMS/
introductionThe triglyceride-glucose (TyG) index is a simple and reliable indicator of insulin resistance, and is associated with the development and poor outcomes of cardiovascular disease. Subclinical left ventricular dysfunction (SLVD) is frequently detected in approximately one-third of diabetes patients, but it has not been established whether the TyG index correlates with SLVD. We carried out this research to evaluate the relationship between the TyG index and SLVD in type 2 diabetes mellitus patients. MATERIALS AND
methodsThis was a cross-sectional and observational study of 183 type 2 diabetes mellitus inpatients at Nanjing Drum Tower Hospital, Nanjing, China. The TyG index and homeostasis model assessment 2 estimates for insulin resistance (HOMA2-IR) were calculated from biochemical measurements, and speckle-tracking echocardiography was carried out. According to global longitudinal strain (GLS) by echocardiography, participants were categorized into the SLVD (GLS <18%) group or the non-SLVD (GLS ≥18%) group.
resultsIn comparison with non-SLVD participants, SLVD participants had higher insulin resistance, as reflected by elevated TyG and HOMA2-IR indices, as well as a higher body mass index, waist circumference and triglyceride level (P < 0.05 for each). When grouped by TyG index tertiles, an elevated TyG index was correlated with other cardiometabolic risk factors, as well as a decrease in GLS. In the multivariate logistic regression analyses, the TyG index was an independent risk factor for SLVD in type 2 diabetes mellitus patients (odds ratio 2.047, 95% confidence interval 1.07-3.914, P = 0.03), whereas HOMA2-IR was not.
conclusionsThe TyG index is independently associated with SLVD in type 2 diabetes mellitus patients and is a more reliable indicator of SLVD than HOMA2-IR.
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