ArticleBMC cardiovascular disorders2025
Association between the cardiometabolic index and cardiovascular disease risk in patients with cardiovascular-kidney-metabolic syndrome: a cohort study.
Article in BMC cardiovascular disorders, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Relationship between depressive symptom trajectories and cardiovascular disease risk in middle-aged and older adults with cardiovascular-kidney-metabolic syndrome stages 0-3.BMC cardiovascular disorders · 2026Article
- Correlation between the modified cardiometabolic index and the incidence of cardiovascular disease in a population with cardiovascular-kidney-metabolic syndrome stages 0-3: a nationwide prospective cohort study.Scientific reports · 2026Article
- Cardiovascular-kidney-metabolic syndrome: a comprehensive review of pathophysiology, epidemiology, diagnosis, and management.Cardiovascular diabetology · 2026Review
- The association between modified cardiometabolic index and cardiovascular disease risk in adults with early cardiovascular-kidney-metabolic syndrome: a prospective cohort study.BMC cardiovascular disorders · 2026Article
- Association of atherogenic index of plasma and cardiometabolic index with all-cause mortality and cardiovascular disease in NAFLD patients: NHANES 1999-2018.Cardiovascular diabetology · 2026Article
- Glycaemic Status Modifies the Association Between Cardiometabolic Index and Cardio-Kidney Outcomes: A Multi-Cohort Analysis.Diabetes/metabolism research and reviews · 2026Article
- Association between coronary heart disease and cardiometabolic index: a study from NHANES 1999-2018.BMC cardiovascular disorders · 2025Article
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Abstract
backgroundThe cardiovascular-kidney-metabolic (CKM) syndrome, a concept introduced by the American Heart Association in 2023, emphasizes preventing cardiovascular disease (CVD). The cardiometabolic index (CMI) serves as a comprehensive measure to predict CVD risk and assess cardiovascular metabolic health. This study aims to examine the association between CMI and CVD risk in individuals with CKM syndrome.
methodsData from 5,530 participants aged 45 and older were analyzed using the China Health and Retirement Longitudinal Study (CHARLS) database. CMI was calculated based on triglycerides to high-density lipoprotein cholesterol and waist-to-height ratios. All participants were followed up over a period of 9 years, with the endpoint event being the occurrence of CVD. Cox regression models were used to analyze the association between CMI and CVD risk. Kaplan-Meier survival analysis was employed to demonstrate the differences in CVD risk among different CMI groups. Subgroup analyses were conducted to explore the applicability of CMI in various subpopulations.
resultsThe CMI of participants who experienced CVD was significantly higher than that of participants who did not experience CVD (0.53 vs. 0.45, p < 0.001). In the fully adjusted Cox regression model, CMI is identified as an independent risk factor for the development of CVD in patients with CKM [Hazard Ratio (HR): 1.07, 95% Confidence Interval (CI): 1.02–1.04, p = 0.006]. Kaplan-Meier survival curve indicated that the highest quartile of CMI was associated with the greatest risk of CVD (Log-rank test, p < 0.001). Subgroup analyses indicate that CMI has a stronger association in patients with CKM syndrome at stage 3 (HR = 1.33, 95% CI:1.07–1.64, p = 0.010).
conclusionElevated CMI is a critical predictor of CVD incidence in individuals with CKM syndrome, especially in advanced stages.
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