ArticleFrontiers in nutrition2024
The association between body roundness index and osteoporosis in American adults: analysis from NHANES dataset.
Article in Frontiers in nutrition, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Association between body roundness index and frailty among middle aged and older adults in China.Scientific reports · 2026Article
- Adiposity indices and bone health amongst Malaysian adults: Evidence from a cross-sectional study.Experimental and therapeutic medicine · 2026Article
- Body roundness index and its association with QUS-defined osteoporosis and bone mineral density in middle-aged and older adults: a cross-sectional analysis.Frontiers in endocrinology · 2026Article
- The association between body roundness index and osteoporosis in older patients: a cross-sectional study based on a comprehensive geriatric assessment.BMC geriatrics · 2025Article
- Body roundness index as a novel anthropometric predictor of sarcopenia in patients with cancer: a bicontinental cohort study across Chinese and American populations.Lipids in health and disease · 2025Article
- Inflammatory markers mediate the association between alternative adiposity indices and mortality in patients with rheumatoid arthritis: data from NHANES 1999-2018.Lipids in health and disease · 2025Article
- The association between body roundness index and handgrip strength and muscle quality index: A cross-sectional study.PloS one · 2025Article
- Commentary: Negative association between Body Roundness Index and bone mineral density: insights from NHANES.Frontiers in nutrition · 2025Article
- Association between body roundness index and frailty in older Americans: a cross-sectional study of NHANES 2007-2018.Frontiers in nutrition · 2025Article
- The L-shaped association between body roundness index and all-cause mortality in osteoporotic patients: a cohort study based on NHANES data.Frontiers in nutrition · 2025Article
- Low-carbohydrate diet score and chronic obstructive pulmonary disease: a machine learning analysis of NHANES data.Frontiers in nutrition · 2024Article
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7 authors.
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Abstract
Background: An innovative way to quantify obesity that appropriately captures levels of visceral and body fat is the Body Roundness Index (BRI). The purpose of this study is to look at the relationship between BRI and osteoporosis (OP) in adult Americans. Methods: This study utilized data from the National Health and Nutrition Examination Survey (NHANES) collected between 2007 and 2018. NHANES is a research program designed to assess the health and nutritional status of adults and children in the United States. It conducts surveys focusing on various populations and health-related topics. Logistic regression analysis was employed to investigate the relationship between BRI and OP, adjusting for various covariates. BRI was categorized into four levels to further explore the association trends between different BRI levels and OP, enhancing the robustness of the results. Using restricted cubic spline (RCS) analysis, the dose-response relationship between BRI and OP was illustrated. Subgroup analyses were also carried out to evaluate the consistency and robustness of the findings. Results: This study included 8,899 participants aged 50 years and older, among whom 763 had OP. BRI and the prevalence of OP were inversely correlated in the fully adjusted model (OR = 0.79, 95% CI: 0.69-0.86). The prevalence of OP considerably reduced with higher BRI levels when BRI was converted from a continuous to a categorical variable in comparison to the lowest BRI quartile. RCS analysis revealed an L-shaped negative correlation between BRI and OP prevalence, with a threshold effect analysis identifying a breakpoint at BRI = 5.29. Each unit increase in BRI to the left of this breakpoint was linked to a 36% decrease in the probability of OP (OR = 0.64, 95% CI: 0.57-0.72). Based on stratified factor subgroup analyses, it was shown that the negative correlation between BRI and OP persisted. Conclusion: In a large, representative sample of American adults, this study identified a significant negative correlation between BRI and the prevalence of OP. Specifically, as BRI increases, the prevalence of osteoporosis decreases. Maintaining an appropriate and healthy BRI level may play a critical role in the prevention of osteoporosis. Therefore, regular monitoring of BRI and the adoption of appropriate health measures are essential for reducing the risk of osteoporosis.
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