ArticleCardiovascular diabetology2021
Stronger association of triglyceride glucose index than the HOMA-IR with arterial stiffness in patients with type 2 diabetes: a real-world single-centre study.
Article in Cardiovascular diabetology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 159 papers, 6 of them syntheses that pooled it.
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Who cites it
159 citing papers in PubMed, 6 syntheses or guidelines pooled it, 245 citations in OpenAlex.
- Triglyceride-glucose-body mass index and the incidence of cardiovascular diseases: a meta-analysis of cohort studies.Cardiovascular diabetology · 2025Pooled it
- Investigating the association between the triglyceride-glucose index and peripheral artery disease: a systematic review and meta-analysis.Nutrition & diabetes · 2024Pooled it
- Dose-response associations of triglyceride to high-density lipoprotein cholesterol ratio and triglyceride-glucose index with arterial stiffness risk.Lipids in health and disease · 2024Pooled it
- Association between the triglyceride glucose index and depression: a meta-analysis.Frontiers in psychiatry · 2024Pooled it
- Association between triglyceride glucose index and arterial stiffness and coronary artery calcification: a systematic review and exposure-effect meta-analysis.Cardiovascular diabetology · 2023Pooled it
- The crucial role and mechanism of insulin resistance in metabolic disease.Frontiers in endocrinology · 2023Pooled it
- Associations of Prediabetes, Diabetes and Glucose-Related Markers With Cognition and Neuroimaging in a 2-Year Multidomain Lifestyle Randomised Controlled Trial.Diabetes/metabolism research and reviews · 2025Trial
- 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
- Sex-specific associations of the triglyceride-glucose index with systemic inflammation and arterial stiffness in adults with normal glucose and triglyceride levels.Atherosclerosis plus · 2026Article
- Expression of APOL1 and NOTCH2 genes in patients with type 2 diabetes mellitus attending babcock University Teaching Hospital, Ogun State, Nigeria.Scientific reports · 2026Article
- Interacting and joint impact of oxidative balance score and insulin resistance on cardiovascular and metabolic diseases risks: a cross-sectional, population-based study.BMC cardiovascular disorders · 2026Article
- Sustained moderate to high triglyceride-glucose index level is associated with a lower risk of sarcopenia in middle-aged and elderly adults: a nationally representative cohort study.Lipids in health and disease · 2026Article
- The effect of 12 weeks of combined aerobic-resistance training on adropin as a mediator of arterial stiffness in postmenopausal women with type 2 diabetes: a randomized controlled trial.BMC sports science, medicine & rehabilitation · 2026Article
- Preoperative Triglyceride-Glucose Index as a Predictor of Weight Loss Following Sleeve Gastrectomy: A Retrospective Cohort Study.Obesity surgery · 2026Article
- Association between TyHGB and hyperuricemia and gout in patients with type-2 diabetes mellitus.BMC endocrine disorders · 2026Article
- Article
- Arterial stiffness and incident chronic kidney disease risk: a two-phase retrospective cohort study.BMC nephrology · 2026Article
- Targeting Insulin Resistance Through Nutrition: Pathophysiological Insights and Dietary Interventions.Nutrients · 2026Review
- Interaction between triglyceride-glucose index and body mass index on pregnancy loss in Chinese women with polycystic ovary syndrome: a secondary analysis of a randomized clinical trial.Reproductive biology and endocrinology : RB&E · 2026Article
- Potential Value of Novel Lipid-Derived Indicator as a Biomarker for Nonarteritic Anterior Ischemic Optic Neuropathy.Translational vision science & technology · 2026Article
99 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe triglyceride-glucose index (TyG index) has been proposed as a simple and reliable alternative insulin resistance (IR) marker, while the homeostasis model assessment for IR (HOMA-IR) is the most frequently used index. Few studies have evaluated the role of IR assessed by the TyG index and HOMA-IR on arterial stiffness in a type 2 diabetes (T2D) population with a high risk of increased arterial stiffness. We aimed to investigate the association of the TyG index and HOMA-IR with arterial stiffness in patients with T2D.
methodsWe recruited 3185 patients with T2D, who underwent brachial-ankle pulse wave velocity (baPWV), an indicator of arterial stiffness, but without previous cardiovascular disease. Increased arterial stiffness was defined as a baPWV value greater than the 75th percentile (18.15 m/s) in the present study. The TyG index was determined as ln(fasting triglycerides [mg/dL] × fasting glucose [mg/dL]/2), and the HOMA-IR was calculated as (fasting insulin [μIU/mL] × fasting glucose [mmol/L])/22.5.
resultsThe mean age of the study participants was 54.6 ± 12.0 years, and 1954 (61.4%) were men. Seemingly unrelated regression estimation analysis demonstrated that the TyG index had stronger associations with baPWV than the HOMA-IR (all P < 0.001). In the multivariable logistic analyses, each one-unit increase in the TyG index was associated with a 1.40-fold (95% CI 1.16-1.70, P < 0.001) higher prevalence of increased arterial stiffness, but the prominent association of the HOMA-IR with the prevalence of increased arterial stiffness was not observed. Subgroup analyses showed that a more significant association between the TyG index and the prevalence of increased arterial stiffness was detected in older patients with a longer duration of diabetes and poor glycaemic control (all P < 0.05).
conclusionsCompared with the HOMA-IR, the TyG index is independently and more strongly associated with arterial stiffness in patients with T2D.
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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.