Associations of body roundness index with cardiovascular disease and mortality among patients with metabolic syndrome

Diabetes Obes MetabPublished Retrospective cohort study

Authors' conclusion

BRI might be a more reliable predictor of cardiovascular outcomes and mortality in MetS patients than BMI. The identified threshold value of BRI can assist clinicians in making accurate prognostic evaluations. However, findings may vary by age and gender, underscoring the need for further research in diverse populations.

Study context

Population
US adults with metabolic syndrome (MetS), National Health and Nutrition Examination Surveys (NHANES) 2001–2016
Participants
10,527 adults
Exposure
Body roundness index (BRI) quartiles
Outcome
CVD prevalence, all-cause mortality and cardiovascular-specific mortality
Methodological detailsnationally representative, NHANES 2001-2016
  • Nationally representative
  • NHANES 2001-2016

Main finding

As reported in the abstract

Higher BRI quartiles and increased cardiovascular disease (CVD) prevalence, OR [CI]

1.56

1.32–1.84p < 0.001

U-shaped relationship of BRI with all-cause and cardiovascular mortality (fully adjusted); threshold value

6.89

p for non-linear ≤0.001

Above threshold, per unit BRI: cardiovascular mortality HR [CI]

1.09

1.02–1.15p = 0.006

Above threshold, per unit BRI: overall mortality HR [CI]

1.08

1.04–1.12p < 0.001

Observational data: associations, not effects.

Further findings

Body mass index (BMI) showed a paradoxical relationship with reduced mortality risk in unadjusted models, insignificant after adjustment
P = 0.195; 0.144

Original publication

Associations of body roundness index with cardiovascular disease and mortality among patients with metabolic syndrome. Diabetes Obes Metab. Published 27 March 2025. doi:10.1111/dom.16346

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