ArticleBMC medicine2021
Insulin resistance, diabetic kidney disease, and all-cause mortality in individuals with type 2 diabetes: a prospective cohort study.
Article in BMC medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT00715481 (Reduced Estimated Glomerular Filtration Rate), which is not on this map. Cited by 115 papers, 2 of them syntheses that pooled it.
What it found
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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.
Reduced Estimated Glomerular Filtration Rate (eGFR)and Prediction of Cardiovascular Disease and Renal Outcome in Subjects With Type 2 Diabetes: Italian Multicenter Study
Who cites it
115 citing papers in PubMed, 2 syntheses or guidelines pooled it, 156 citations in OpenAlex.
- Advances in the study of oral microbiota in association with T2DM: a systematic review.Frontiers in cellular and infection microbiology · 2025Pooled it
- The Prevalence of Insulin Resistance in Malaysia and Indonesia: An Updated Systematic Review and Meta-Analysis.Medicina (Kaunas, Lithuania) · 2022Pooled it
- Outcomes With Finerenone in Patients With Chronic Kidney Disease and Type 2 Diabetes by Baseline Insulin Resistance.Diabetes care · 2024Trial
- Article
- Association of basal metabolic rate with mortality among cancer survivors: a cohort study emphasizing heterogeneity by gender and age.Annals of medicine · 2026Article
- Article
- Associations of estimated glucose disposal rate with chest pain prevalence and mortality risks: a population-based study.BMC cardiovascular disorders · 2026Article
- Plasma proteomic profiling deciphers molecular dynamics linking insulin resistance to multiple chronic diseases and mortality.Cardiovascular diabetology · 2026Article
- Association of Selected Anthropometric Indices With Diabetic Kidney Disease Among Iranian Adults With Diabetes.Endocrinology, diabetes & metabolism · 2026Article
- Non-insulin-dependent insulin resistance surrogate indexes for predicting chronic kidney disease in diabetic individuals: a prospective cohort study.BMC endocrine disorders · 2026Article
- Estimated glucose disposal rate outperforms inflammation surrogate markers in predicting cardiometabolic multimorbidity among middle-aged and older adults.Cardiovascular diabetology · 2026Article
- Estimated glucose disposal rate outperforms conventional insulin resistance indices in predicting acute kidney injury risk among individuals with diabetes and prediabetes.Diabetology & metabolic syndrome · 2026Article
- Association between estimated glucose disposal rate and sarcopenia in U.S. adults: a cross-sectional study based on NHANES 2011-2018.Diabetology & metabolic syndrome · 2026Article
- Oral GLP-1-Based Therapeutics in the Obesity-Metabolic Syndrome-Diabetes Continuum: Translational Advances, Clinical Barriers, and Emerging Strategies.Pharmaceuticals (Basel, Switzerland) · 2026Review
- Sex-Specific Associations Between Cadmium Exposure and Mortality Risk in Cardiovascular Disease Patients: A Cohort Study Integrating Molecular Mechanisms of Myocardial Dysfunction.Cardiovascular toxicology · 2026Article
- Assessment of insulin resistance indexes with longitudinal trajectories of cardiometabolic multimorbidity: insights from the UK Biobank.Nutrition & metabolism · 2026Article
- Cardiometabolic Index as a Mediator in the Association Between Estimated Glucose Disposal Rate and Depressive Symptoms: A Population-Based Study.Brain and behavior · 2026Article
- Insulin-resistance indices and cardiovascular mortality in cardiovascular-kidney-metabolic syndrome stage 2: a comparative analysis of eGDR, TyG and METS-IR.Diabetology & metabolic syndrome · 2026Article
- Association of cardiovascular risk factors with diabetic kidney disease severity in the Iranian population.Scientific reports · 2026Article
- Insulin resistance and uric acid-related metabolic disturbances jointly identify individuals at high risk of advanced cardiovascular-kidney-metabolic syndrome: a population-based study.Frontiers in nutrition · 2026Article
55 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors at 8 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIt is unclear whether insulin resistance (IR) contributes to excess mortality in patients with type 2 diabetes independent of diabetic kidney disease (DKD), which is strongly associated with IR and is a major risk factor for cardiovascular disease (CVD), the main cause of death in these individuals. We tested this hypothesis in patients with type 2 diabetes from the Renal Insufficiency And Cardiovascular Events Italian Multicentre Study.
methodsThis observational, prospective, cohort study enrolled 15,773 patients with type 2 diabetes attending 19 Italian Diabetes Clinics in 2006-2008. Insulin sensitivity was assessed as estimated glucose disposal rate (eGDR), which was validated against the euglycaemic-hyperinsulinemic clamp technique. Vital status on October 31, 2015, was retrieved for 15,656 patients (99.3%). Participants were stratified by eGDR tertiles from T1 (≥ 5.35 mg/kg/min) to T3 (≤ 4.14 mg/kg/min, highest IR).
resultsCVD risk profile was worse in T2 and T3 vs T1. eGDR tertiles were independently associated with micro- and macroalbuminuria and the albuminuric DKD phenotypes (albuminuria with preserved or reduced estimated glomerular filtration rate [eGFR]) as well as with eGFR categories or the nonalbuminuric DKD phenotype. Over a 7.4-year follow-up, unadjusted death rates and mortality risks increased progressively across eGDR tertiles, but remained significantly elevated after adjustment only in T3 vs T1 (age- and gender- adjusted death rate, 22.35 vs 16.74 per 1000 person-years, p < 0.0001, and hazard ratio [HR] adjusted for multiple confounders including DKD, 1.140 [95% confidence interval [CI], 1.049-1.238], p = 0.002). However, eGDR was independently associated with mortality in participants with no DKD (adjusted HR, 1.214 [95% CI, 1.072-1.375], p = 0.002) and in those with nonalbuminuric DKD (1.276 [1.034-1.575], p = 0.023), but not in those with the albuminuric DKD phenotypes. Moreover, the association was stronger in males and in younger individuals and was observed in those without but not with prior CVD, though interaction was significant only for age.
conclusionsThe proxy of insulin sensitivity eGDR predicts all-cause mortality in type 2 diabetes, independent of confounders including DKD. However, the impact of IR in individuals with albuminuric DKD may be mediated by its relationship with albuminuria.
trial registrationClinicalTrials.gov , NCT00715481, retrospectively registered 15 July 2008.
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