ArticleCardiovascular diabetology2025
Insulin resistance assessed by estimated glucose disposal rate predicts cardiovascular disease in stages 0-3 of cardiovascular-kidney-metabolic syndrome: a UK biobank cohort study.
Article in Cardiovascular diabetology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
9 citing papers in PubMed.
- Joint association of atherogenic index of plasma and estimated glucose disposal rate with new-onset cardiovascular disease risk in individuals with cardiovascular-kidney-metabolic syndrome stages 0-3: a 9-year nationwide prospective cohort study.Cardiovascular diabetology · 2026Article
- Cardiovascular-kidney-metabolic syndrome: a comprehensive review of pathophysiology, epidemiology, diagnosis, and management.Cardiovascular diabetology · 2026Review
- Emerging multidimensional biomarker system for cardiovascular-kidney-metabolic syndrome: from multi-omics integration to clinical artificial intelligence.Cardiovascular diabetology · 2026Review
- Assessment of seven insulin resistance surrogate indexes for predicting cardiometabolic multimorbidity among Chinese middle-aged and older adults: a national prospective cohort study.Cardiovascular diabetology · 2026Article
- Triglyceride-glucose index and mortality in critically ill patients with cardiovascular-kidney-metabolic syndrome stage 4.Cardiovascular diabetology · 2026Article
- Associations of cumulative exposure and dynamic trajectories of cholesterol-HDL-glucose (CHG) index with cardiovascular disease in middle-aged and older Chinese adults: a longitudinal analysis.Cardiovascular diabetology · 2026Article
- Cumulative exposure to the estimated glucose disposal rate and incident stroke in individuals with cardiovascular-kidney-metabolic syndrome stages 0-4: 6-year longitudinal evidence from CHARLS.Cardiovascular diabetology · 2026Article
- Associations between the CHG index, its modified versions and incident stroke in patients with early-stage CKM syndrome: a nationwide cohort study.European journal of medical research · 2026Article
- A novel glycolipid composite index predicting cardiovascular disease in Chinese adults with abnormal glucose metabolism: a nationwide cohort study.Frontiers in cardiovascular medicine · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInsulin resistance (IR) has been recognized as a critical factor in the progression of cardiovascular disease (CVD), yet its association with cardiovascular-kidney-metabolic (CKM) syndrome remains incompletely understood. This study aimed to evaluate the impact of IR, as measured by the estimated glucose disposal rate (eGDR), on the risk of future CVD events in individuals with CKM stages 0-3.
methodsThis study included 325,312 participants from the UK Biobank with CKM stages 0-3. IR was quantified using eGDR, a non-insulin-dependent metric, with lower values indicating greater IR. Participants were stratified into quartiles based on eGDR distribution. The primary outcome was incident CVD, including coronary heart disease, stroke, atrial fibrillation, heart failure, and peripheral artery disease.
resultsIn the CKM 0-3 cohort, eGDR demonstrated the highest predictive value for future CVD events among non-insulin-dependent IR metrics. Incorporating eGDR significantly improved the predictive performance of the PREVENT Cardiovascular Disease Risk Equations (AUC: PREVENT Equations + eGDR 0.743 vs. PREVENT Equations 0.719, p < 0.001). Over a median follow-up of 13.57 years, 48,433 incident CVD cases were identified. The adjusted rates of CVD incidence (95% confidence interval [CI]) across eGDR quartiles (Q1-Q4) were 3.84 (3.62-4.07), 3.82 (3.66-3.98), 3.53 (3.41-3.65), and 3.37 (3.25-3.50) per 1000 person-years. RCS analysis revealed a significant nonlinear association between eGDR and CVD incidence (p for overall < 0.001; p for nonlinear = 0.020), with greater risk reduction at higher eGDR levels. A significant trend toward reduced CVD risk was observed across higher eGDR quartiles, with Q3 and Q4 demonstrating statistically significant reductions relative to Q1 (HR 0.920, 95% CI 0.871-0.971; and 0.883, 95% CI 0.827-0.942, respectively; p for trend < 0.001). Kaplan-Meier analysis further confirmed a graded decrease in CVD risk with increasing eGDR levels (log-rank p < 0.001).
conclusionThis study establishes a strong association between IR severity and long-term CVD risk in individuals with CKM syndrome stages 0-3. The eGDR, a reliable surrogate marker of IR, independently predicts future CVD events and provides incremental predictive value beyond the PREVENT equations. These findings underscore the clinical utility of eGDR for risk stratification in CKM populations.
Indexed as
Identifiers
What Socratic holds
Registered trials
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.