ArticleFrontiers in nutrition2025
Association between body roundness index and advanced cardiovascular-kidney-metabolic syndrome.
Article in Frontiers in 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.
- Risk association and diagnostic value of body roundness index for cardiovascular-kidney-metabolic-related outcomes: a systematic review and meta-analysis.Frontiers in endocrinology · 2026Pooled it
- A machine learning-derived aging index for risk stratification and mortality prediction in cardiovascular-kidney-metabolic syndrome: A retrospective cohort study.PLoS medicine · 2026Article
- Association of sarcopenic obesity with advanced cardiovascular-kidney-metabolic syndrome and incident cardiovascular disease: a longitudinal and cross-sectional study.Diabetology & metabolic syndrome · 2026Article
- Association of the atherogenic index of plasma and its integrative novel adiposity-based composites with all-cause and cardiovascular mortality in individuals with cardiovascular-kidney-metabolic syndrome: novel adiposity-derived AIP indices provide modest incremental prognostic information.Cardiovascular diabetology · 2026Article
- 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
- 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
- Life-course body shape trajectories and cerebral oxygen metabolism in community-dwelling older adults.GeroScience · 2026Article
- Association and prognostic value of adiposity distribution indices for all-cause mortality in cardiovascular-kidney-metabolic syndrome stages 0-3: a nationwide study.Therapeutic advances in endocrinology and metabolism · 2026Article
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4 authors.
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Abstract
Background: Cardiovascular-kidney-metabolic (CKM) syndrome is a disease characterized by interrelated cardiovascular, renal, and metabolic abnormalities. The body roundness index (BRI) is an innovative anthropometric index that characterizes human body shape by calculating body roundness and using eccentricity to estimate visceral and total body fat percentages. The present study aimed to clarify the relation between BRI and advanced CKM syndrome. Methods: Data were obtained from the National Health and Nutrition Examination Survey conducted between 2005 and 2018. Tertiles based on data analysis were applied to divide the levels of BRI. Regression methods assessed the association of BRI with the risk of advanced CKM syndrome. Moreover, receiver operating characteristic analysis determined BRI's predictive performance for such a syndrome. Results: The present study included 12,329 participants, with an advanced CKM occurrence rate of 12.20%. Regression analysis revealed a positive association between BRI and advanced CKM syndrome. After adjusting for covariates, individuals in the highest BRI tertile (T3) showed a significantly higher prevalence of advanced CKM syndrome compared to the reference group (odds ratio: 1.49; 95% confidence interval: 1.09-2.03, Conclusion: An increased BRI is associated with a higher occurrence rate of advanced CKM syndrome. BRI demonstrated a stronger correlation with advanced CKM than traditional measures and warrants consideration as a preferred metric for CKM risk stratification.
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