ArticleBMJ open diabetes research & care2019
Relationships of surrogate indexes of insulin resistance with insulin sensitivity assessed by euglycemic hyperinsulinemic clamp and subclinical vascular damage.
Article in BMJ open diabetes research & care, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 3 of them syntheses that pooled it.
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Who cites it
74 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Insulin Resistance Indices and Subclinical Left Ventricular Systolic Dysfunction in Adults: A Systematic Review and Meta-Analysis.Reviews in cardiovascular medicine · 2026Pooled it
- Association between the triglyceride glucose index and depression: a meta-analysis.Frontiers in psychiatry · 2024Pooled it
- A systematic review of the association between insulin resistance surrogate indices and bone mineral density.Frontiers in endocrinology · 2024Pooled it
- Proprotein Convertase Subtilisin/Kexin Type 9 and Systemic Inflammatory Biomarker Pentraxin 3 for Risk Stratification Among STEMI Patients Undergoing Primary PCI.Journal of inflammation research · 2021Trial
- Optimizing early triage for subclinical cardiovascular-kidney-metabolic syndrome: longitudinal associations, incremental value, and clinical utility of nine insulin resistance surrogates.Cardiovascular diabetology · 2026Article
- Association of 14 triglyceride-glucose (TyG)-related indices with new-onset cardiovascular disease in middle-aged and older adults: evidence from the CHARLS and ELSA aging cohorts.Cardiovascular diabetology · 2026Article
- Long-term stability of the triglyceride-glucose index in cancer patient Cohort.Scientific reports · 2026Article
- Association of triglyceride-glucose index with all-cause mortality in critically ill non-diabetic ischemic stroke: a retrospective cohort study based on the MIMIC-IV database.BMC cardiovascular disorders · 2026Article
- Homocysteine levels alter the TyG index-CKD link in Chinese hypertensive patients.BMC nephrology · 2025Observational
- Associations Between Serum Selenium, Zinc, and Copper Levels and Cognitive Function in the Elderly.Nutrients · 2025Article
- Triglyceride-glucose index and triglyceride-to-high-density lipoprotein cholesterol ratio as novel predictors of acute kidney injury: an analysis of the UK biobank.Renal failure · 2025Article
- Comparative analysis of insulin resistance indicators in predicting reversion from prediabetes to normoglycemia.Diabetology & metabolic syndrome · 2025Article
- Elevated Triglyceride-Glucose Index Is Associated With Insulin Resistance, Metabolic Syndrome Components, Nonalcoholic Fatty Liver Disease, and Adverse Pregnancy Outcomes in Chinese Women With Polycystic Ovary Syndrome.Clinical endocrinology · 2025Article
- Age-related insulin resistance changes in children and adolescents and its impact on the accuracy of diagnosis of metabolic syndrome.Annals of pediatric endocrinology & metabolism · 2025Article
- Comparison of Anthropometric and Metabolic Indexes in the Diagnosis of Metabolic Syndrome: A Large-Scale Analysis of Spanish Workers.Metabolites · 2025Article
- Plasma proteomic signatures for type 2 diabetes and related traits in the UK Biobank cohort.Diabetes research and clinical practice · 2025Article
- The triglyceride glucose (TyG) index is associated with decreased myocardial mechano-energetic efficiency in individuals with different glucose tolerance status.European journal of clinical investigation · 2025Article
- High triglyceride-to-high-density lipoprotein cholesterol ratio predicts poor prognosis in new-onset heart failure: a retrospective study.BMC cardiovascular disorders · 2025Article
- Association between lipid accumulation product and chronic obstructive pulmonary disease: a cross-sectional analysis.BMC pulmonary medicine · 2025Observational
- Association of insulin resistance-related indicators with cardiovascular disease in Chinese people with different glycemic states.Frontiers in endocrinology · 2025Article
14 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Insulin resistance plays a crucial role in the pathogenesis of type 2 diabetes and cardiovascular disease. The triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio, visceral adiposity index (VAI), lipid accumulation product (LAP) and triglycerides × fasting glucose (TyG) index are surrogate measures of insulin sensitivity based on anthropometric and/or biochemical parameters routinely collected in clinical practice. Herein, we compared the relationships of these four surrogate indexes with insulin sensitivity assessed by the gold standard euglycemic hyperinsulinemic clamp technique, and subclinical vascular damage. Research design and methods: 631 subjects with different degrees of glucose tolerance underwent euglycemic hyperinsulinemic clamp. The surrogate TG/HDL-C ratio, VAI, LAP and TyG indexes were computed. Pulse pressure and carotid intima-media thickness (IMT) were measured as indicators of subclinical vascular damage. Results: All the four surrogate indexes showed a significant correlation with insulin-stimulated glucose disposal in the whole study population. However, only LAP index had a significant association with insulin sensitivity across the different glucose tolerance groups. LAP index showed the highest area under the receiver operating characteristic curve (0.728) to detect individuals with insulin resistance defined as the bottom quartile of insulin-stimulated glucose disposal, followed by TG/HDL-C ratio (0.693), TyG index (0.688) and VAI (0.688). A significant association was found between the four indexes of insulin sensitivity and pulse pressure and IMT. All the four indexes have a similar ability to detect individuals with vascular atherosclerosis defined by IMT>0.9 mm. Conversely, LAP index had the greatest ability to recognize individuals with increased vascular stiffness defined by pulse pressure ≥60 mm Hg. Conclusion: Among the surrogate TG/HDL-C ratio, VAI, LAP and TyG indexes of insulin sensitivity, LAP index showed a significant association with insulin-stimulated glucose disposal across the different glucose tolerance categories and the highest ability to detect insulin resistance and subclinical vascular damage.
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