ArticleCardiovascular diabetology2023
Association between non-insulin-based insulin resistance indices and cardiovascular events in patients undergoing percutaneous coronary intervention: a retrospective study.
Article in Cardiovascular diabetology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers.
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73 citing papers in PubMed.
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- Association of Estimated Glucose Disposal Rate With Prevalent Kidney Stones: A Large-Scale Cross-Sectional Study in China.Medical science monitor : international medical journal of experimental and clinical research · 2026Article
- Machine learning-based prediction model for predicting the impact of insulin resistance on the risk of ischemic cardiomyopathy.BMC medical informatics and decision making · 2026Article
- Association between metabolic score for insulin resistance and risk of cardiometabolic multimorbidity: an analysis based on two national prospective cohorts.Nutrition & metabolism · 2026Article
- External validation of American heart association predicting risk of cardiovascular disease EVENTs (PREVENT) equations in a Chinese population.Scientific reports · 2026Article
- Non-insulin-dependent insulin resistance surrogate indexes for predicting chronic kidney disease in diabetic individuals: a prospective cohort study.BMC endocrine disorders · 2026Article
- Insulin resistance indices and periodontitis in patients with diabetes: A nationwide population-based study.Journal of periodontology · 2026Article
- Joint association of estimated glucose disposal rate and systemic inflammation response index with mortality in metabolic-dysfunction associated steatotic liver disease: evidence from two cohort studies.Cardiovascular diabetology · 2026Observational
- Association of four insulin resistance surrogates with anemia among middle-aged and elderly individuals: a cross-sectional study from the China Health and Retirement Longitudinal Study.BMC public health · 2026Article
- Effects of the Synbiotic Formulation EDC-HHA01 on Glucose Regulation in Adults with Type 2 Diabetes and Prediabetes: A Randomized, Placebo-Controlled Study.Microorganisms · 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
- Levels and Effects of Nogo-B in Patients With Type 2 Diabetes or Hyperglycemic HUVEC Model.Endocrinology, diabetes & metabolism · 2026Article
- An online interpretable machine learning model for predicting cardiometabolic multimorbidity risk in patients with type 2 diabetes mellitus.Scientific reports · 2026Article
- The Role of the Triglyceride-Glucose Index and Other Prognostic Factors in Predicting Coronary Slow Flow.Journal of cardiovascular development and disease · 2026Article
- Triglyceride-glucose body mass index and risk of incident venous thromboembolism: a prospective cohort study from the UK Biobank.European journal of medical research · 2026Article
- Comparative discriminatory performance of emerging endocrine-metabolic indices versus obesity indices for cardiometabolic multimorbidity in older adults: a cross-sectional study.Frontiers in endocrinology · 2026Article
- Four Distinct Dynamic Intracranial Pressure Trajectories and Their Prognostic Implications in Acute Brain Injury: A Multicenter Cohort Study.CNS neuroscience & therapeutics · 2026Article
- Insulin resistance as a predictor of long-term adverse cardiovascular event risk in patients with atrial fibrillation following radiofrequency catheter ablation.Frontiers in endocrinology · 2026Observational
- Diagnostic Performance of Six Insulin Resistance Indices for MAFLD Across BMI Categories in Type 2 Diabetes.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Timing of coffee consumption and insulin resistance: evidence from human and animal studies.Frontiers in immunology · 2026Article
13 more citing papers are in PubMed but not listed here.
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Abstract
backgroundInsulin resistance (IR) has been confirmed that getting involved in the pathophysiological process of cardiovascular diseases (CVD). Recently, increasing evidence suggests metabolic score for insulin resistance (METS-IR), triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio, triglyceride and glucose (TyG) index, triglyceride glucose-body mass (TyG-BMI) index are simple and reliable surrogates for IR. However, their abilities in predicting cardiovascular outcomes in patients undergoing percutaneous coronary intervention (PCI) are not well explored. Therefore, this study aimed to investigate the association and evaluate the predictive performance of each index.
methodsA total of 2533 consecutive participants undergoing PCI were included in this study, and the data from 1461 patients were used to determine the correlation of these non-insulin-based IR indices with major adverse cardiac and cerebrovascular events (MACCEs) via performing the multivariate logistic models and restricted cubic splines (RCS).
resultsDuring a median of 29.8 months follow-up, 195 cases of 1461 patients experienced incident MACCEs. In the overall population, both univariate and multivariate logistic regression analyses indicated no statistically significant connection between these IR indices and MACCEs. Subgroup analyses revealed significant interactions between age subgroups and TyG-BMI index, as well as METS-IR, and between sex subgroups and TyG index. In elderly patients, per 1.0-SD increment in TyG-BMI index and METS-IR had a significant association with MACCEs, with odds ratios (ORs) [95% confidence interval (CI)] of 1.24 (1.02-1.50) and 1.27 (1.04-1.56), respectively (both P < 0.05). Moreover, in female patients, all the IR indices showed significant associations with MACCEs. Multivariable-adjusted RCS curves demonstrated a linear relationship between METS-IR and MACCEs in elderly and female patients, respectively. However, all the IR indices failed to enhance the predictive performance of the basic risk model for MACCEs.
conclusionAll the four IR indices showed a significant association with MACCEs in female individuals, whereas only TyG-BMI index and METS-IR showed associations in elderly patients. Although the inclusion of these IR indices did not improve the predictive power of basic risk model in either female or elderly patients, METS-IR appears to be the most promising index for secondary prevention of MACCEs and risk stratification in patients undergoing PCI.
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