ArticleJAMA network open2024
Body Roundness Index and All-Cause Mortality Among US Adults.
Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT06944236 (Prevalence of Cardiovascular-Kidney-Metabolic), which is not on this map. Cited by 206 papers, 3 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Prevalence of Cardiovascular-Kidney-Metabolic (CKM) Syndrome and Its Relationship With SCORE-2 Risk Score and Body Roundness Index (BRI): A Study From Gaziantep, Turkey
Who cites it
206 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Genome-wide meta-analysis with 2,206,440 individuals identifies 322 novel risk loci for obesity.International journal of obesity (2005) · 2026Pooled it
- Dose-response analysis between weight-adjusted waist index and all-cause and cardiovascular mortality: a systematic review and meta-analysis.Frontiers in nutrition · 2026Pooled it
- Obesity-Related Anthropometric Indicators and Erectile Dysfunction: A Systematic Review.Archives of sexual behavior · 2025Pooled it
- The multiple composite risk index estimates the risks of sarcopenia and comorbidities: unveiling the role of oxidative balance score.Annals of medicine · 2026Article
- Weight-adjusted waist index and risk of cardiovascular and all-cause mortality in chronic kidney disease: NHANES 2005-2018 analysis of 5,381 adults.Renal failure · 2026Article
- Knee Osteoarthritis and Metabolic Disorders: Practical Aspects from Primary Healthcare.Journal of clinical medicine · 2026Article
- Early Pregnancy Body Roundness Index and Development of Adverse Pregnancy Outcomes: A Secondary Analysis of the nuMoM2b Study.Obesity (Silver Spring, Md.) · 2026Observational
- Association between body roundness index and progression of cardio-renal-metabolic diseases using multistate models.GeroScience · 2026Article
- Body roundness index as a novel marker of periodontitis in US adults: NHANES 2009-2014 analysis.Medicine · 2026Article
- Cumulative Low-Level Viraemia Is Not Associated with Endothelial Function in Black African Adults With HIV.Journal of acquired immune deficiency syndromes (1999) · 2026Article
- Visceral Adiposity Is Independently Associated with Hypertension in Thai Adults: A Case-Control Study.International journal of environmental research and public health · 2026Article
- Mediating Role of Depression in the Association Between the Body Roundness Index and Female Infertility: A Cross-Sectional Study Using Data From the National Health and Nutrition Examination Survey (NHANES) 2013-2018.The journal of obstetrics and gynaecology research · 2026Article
- Sarcopenia, an independent predictor for all-cause mortality in rheumatoid arthritis: Insights from the NHANES database.Medicine · 2026Article
- Body Roundness Index and A Body Shape Index as First-Trimester Risk-Stratification Markers for Gestational Diabetes in Overweight Pregnant Women Without Established Major Risk Factors: A Prospective Single-Center Cohort Study.Diagnostics (Basel, Switzerland) · 2026Article
- Chronotype and Atherogenic-Adiposity Indices in Adults Without Previously Diagnosed Chronic Disease: A Sex-Aware Cross-Sectional Study.Medicina (Kaunas, Lithuania) · 2026Article
- Association of the TyG-related indices with hypertension-diabetes comorbidity in middle-aged and older adults: a suburban community-based study.BMC cardiovascular disorders · 2026Article
- Article
- 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
- Differential associations between novel triglyceride-glucose-obesity indices and incident stroke in individuals with early-stage cardiovascular-kidney-metabolic syndrome: a longitudinal cohort study.Cardiovascular diabetology · 2026Article
- The inverse association between skeletal muscle mass to visceral fat ratio (SVR) and sleep disturbance: the mediating role of inflammation and aging acceleration.BMC psychiatry · 2026Article
146 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Obesity, especially visceral obesity, is an established risk factor associated with all-cause mortality. However, the inadequacy of conventional anthropometric measures in assessing fat distribution necessitates a more comprehensive indicator, body roundness index (BRI), to decipher its population-based characteristics and potential association with mortality risk. Objective: To evaluate the temporal trends of BRI among US noninstitutionalized civilian residents and explore its association with all-cause mortality. Design, Setting, and Participants: For this cohort study, information on a nationally representative cohort of 32 995 US adults (age ≥20 years) was extracted from the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2018 and NHANES Linked Mortality File, with mortality ascertained through December 31, 2019. Data were analyzed between April 1 and September 30, 2023. Exposures: Biennial weighted percentage changes in BRI were calculated. Restricted cubic spline curve was used to determine optimal cutoff points for BRI. Main Outcome and Measures: The survival outcome was all-cause mortality. Mortality data were obtained from the Centers for Disease Control and Prevention website and linked to the NHANES database using the unique subject identifier. Weibull regression model was adopted to quantify the association between BRI and all-cause mortality. Results: Among 32 995 US adults, the mean (SD) age was 46.74 (16.92) years, and 16 529 (50.10%) were women. Mean BRI increased gradually from 4.80 (95% CI, 4.62-4.97) to 5.62 (95% CI, 5.37-5.86) from 1999 through 2018, with a biennial change of 0.95% (95% CI, 0.80%-1.09%; P < .001), and this increasing trend was more obvious among women, elderly individuals, and individuals who identified as Mexican American. After a median (IQR) follow-up of 9.98 (5.33-14.33) years, 3452 deaths (10.46% of participants) from all causes occurred. There was a U-shaped association between BRI and all-cause mortality, with the risk increased by 25% (hazard ratio, 1.25; 95% CI, 1.05-1.47) for adults with BRI less than 3.4 and by 49% (hazard ratio, 1.49; 95% CI, 1.31-1.70) for those with BRI of 6.9 or greater compared with the middle quintile of BRI of 4.5 to 5.5 after full adjustment. Conclusions and Relevance: This national cohort study found an increasing trend of BRI during nearly 20-year period among US adults, and importantly, a U-shaped association between BRI and all-cause mortality. These findings provide evidence for proposing BRI as a noninvasive screening tool for mortality risk estimation, an innovative concept that could be incorporated into public health practice pending consistent validation in other independent cohorts.
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