ArticleJournal of health, population, and nutrition2025
Association between cardiac metabolic index and diabetic kidney disease: a cross-sectional study of NHANES 1999-2018.
Article in Journal of health, population, and nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association and predictive value of the visceral adiposity index in diabetic kidney disease: a systematic review and meta-analysis.Frontiers in endocrinology · 2026Pooled it
- Article
- Association Between Cardiometabolic Index and Diabetic Retinopathy in Patients with Type 2 Diabetes Mellitus.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- When Obesity Hits the Kidneys: Sex-Specific Effects of Visceral Adiposity Indices on Diabetic Kidney Disease Risk.Journal of nutrition and metabolism · 2026Article
- The nonlinear association between Body Roundness Index and left ventricular diastolic dysfunction in type 2 diabetes.Frontiers in endocrinology · 2026Article
- Article
- The Interplay of Cardiometabolic Syndrome Phenotypes and Cardiovascular Risk Indices in Patients Diagnosed with Diabetes Mellitus.International journal of molecular sciences · 2025Article
- Association between obesity indices, insulin resistance markers, and osteoarthritis in middle-aged and elderly Chinese adults.Frontiers in nutrition · 2025Article
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Authors and funding
4 authors.
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Abstract
backgroundThe Cardiac Metabolic Index (CMI) is a comprehensive metabolic indicator, but studies on its relationship with Diabetic Kidney Disease (DKD) are limited. We aim to explore the association between CMI and DKD.
methodsWe obtained participant-related data from the National Health and Nutrition Examination Survey (NHANES), including complete information on DKD, CMI, and other covariates. We employed weighted multivariable logistic regression models, restricted cubic spline (RCS) regression analysis, subgroup analyses, and interaction tests to explore the relationship between CMI and DKD. Additionally, we utilized receiver operating characteristic (ROC) curves to compare the performance of CMI in identifying DKD relative to a body shape index (ABSI), body roundness index (BRI), visceral adiposity index (VAI), and lipid accumulation product (LAP) indices.
resultsAccording to the logistic regression analysis, a positive correlation between CMI and DKD was observed among the 2371 participants included in the study (OR: 1.40, 95% CI: 1.19-1.66). RCS analysis indicated that this relationship is nonlinear. When CMI was converted from a continuous variable to quartiles, the prevalence of DKD in the highest quartile group showed a significant 84% increase compared to the lowest quartile group (OR: 1.84, 95% CI: 1.24-2.72). The area under the ROC curve of CMI for identifying DKD was 0.67, outperforming other indices. The results of subgroup analyses and interaction tests were stable.
conclusionElevated CMI is associated with an increased risk of DKD and can serve as a low-cost screening tool, allowing physicians to potentially identify high-risk diabetic patients early and implement timely interventions to slow the progression of DKD.
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