ArticleLipids in health and disease2025
The association of body roundness index and body mass index with frailty and all-cause mortality: a study from the population aged 40 and above in the United States.
Article in Lipids in health and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Body roundness index as a novel marker of periodontitis in US adults: NHANES 2009-2014 analysis.Medicine · 2026Article
- Screening Performance of Anthropometric Indices and Determination of Optimal Cut-Off Values for Identifying Low Muscle Strength in Hospitalized Geriatric Patients.Journal of clinical medicine · 2026Article
- Interpretable machine learning framework for frailty risk prediction using NHANES 2007-2018: A cross-sectional study.Medicine · 2026Article
- Body roundness index and mortality risk in patients with chronic kidney disease: moving beyond the obesity paradox.Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association · 2026Observational
- J-shaped association between body roundness index and depression: A large-scale cross-sectional study.Medicine · 2026Article
- Associations of body roundness index with steatotic liver disease and mortality from the UK biobank cohort study.BMC gastroenterology · 2026Article
- The association between life's crucial 9 and osteoarthritis in US adults: the mediating role of central adiposity.Nutrition & metabolism · 2026Article
- Comparison of novel and traditional anthropometric indices: which is the best indicator of frailty in older adults?Aging clinical and experimental research · 2025Article
- Association between a dietary index for gut microbiota and frailty in U.S. adults aged 40 and older: evidence from NHANES 1999-2018.Journal of health, population, and nutrition · 2025Article
- Novel Anthropometric Indices and Probability of Adequate Nutrient Intake in the Older Polish Population.Nutrients · 2025Article
- Central Adiposity Assessed with Body Roundness Index and Mortality: The Seguimiento Universidad de Navarra Prospective Cohort.Geriatrics (Basel, Switzerland) · 2025Article
- Both body roundness index and the body mass index increase the prevalence of stroke but reduce the risk of all-cause mortality.Journal of health, population, and nutrition · 2025Article
- Modification of risk for all-cause and cardiovascular disease-related mortality with changes in the body mass index: a prospective cohort study with 12 years follow up.BMC public health · 2025Article
- Association between the geriatric nutritional risk index with the risk of frailty and mortality in the elderly population.Scientific reports · 2025Article
- Association between visceral adiposity index, lipid accumulation products, and frailty in older Americans: the 2007-2018 NHANES cross-sectional study.Frontiers in medicine · 2025Article
- Association between body roundness index and risks of all-cause and cardiovascular mortality in adults with metabolic dysfunction-associated steatotic liver disease: NHANES 1999-2018.Frontiers in nutrition · 2025Article
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Abstract
backgroundThe relationship between body roundness index (BRI), a new obesity index, and frailty has not been established. This study aims to compare the associations of traditional obesity index body mass index (BMI) and BRI with frailty and the risk of all-cause mortality.
methodsThe clinical data of 15,157 participants over 40 years old from the National Health and Nutrition Examination Survey (NHANES) from 2003 to 2018 were analyzed. Based on weighted logistic regression, COX regression and restricted cubic spline, the associations of BRI and BMI with the odds of frailty and the risk of all-cause mortality were estimated. The receiver operating characteristic curve (ROC) and concordance index were used to evaluate the ability of BRI and BMI to predict frailty and survival.
resultsWeighted logistic regression showed that the odds of frailty showed a trend of increasing with the increase of BRI and BMI (P for trend < 0.0001, respectively). After adjusting for all confounding factors, the association between BRI and frailty was stronger (OR: 1.20, 95% CI: 1.13-1.27, P < 0.0001), and the association between BMI and frailty was slightly weaker (OR: 1.14, 95% CI: 1.08-1.21, P < 0.0001). ROC showed that the area under the curve (AUC) of BRI for predicting frailty was 0.628, while the AUC of BMI was 0.603, and the difference between the two was significant (P
conclusionIn the American population over 40 years old, both BRI and BMI are independently and positively associated with frailty. Moreover, BRI has a stronger ability to predict frailty than BMI. In addition, both BRI and BMI have a U-shaped association with the risk of all-cause mortality in frail individuals, and the two have comparable abilities to predict the risk of all-cause mortality.
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