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Association of Longitudinal Trajectory of Body Roundness Index With CVD Risk: Evidence From a Multicohort Study
Xingfang Wang1,2,3, Jianhua Gu1,2,3, Shuo Wu1,2,3
1Department of Emergency Medicine, Qilu Hospital of Shandong University, Jinan, China.
Insights
Body roundness index (BRI) trajectories significantly predict cardiovascular disease (CVD) risk, independent of baseline measures. Different BRI patterns indicate varying CVD risks, aiding personalized risk assessment.
Area of Science:
- Cardiovascular Health
- Obesity Research
- Biostatistics
Background:
- The body roundness index (BRI) is an emerging anthropometric indicator.
- Understanding the longitudinal changes in BRI and their association with cardiovascular disease (CVD) is crucial for public health.
- Previous studies have not fully elucidated the dynamic relationship between BRI trajectories and CVD events.
Purpose of the Study:
- To characterize the longitudinal trajectories of BRI in a multinational cohort.
- To investigate the association between identified BRI trajectories and the risk of incident CVD events.
- To explore the dose-response relationship between BRI metrics and CVD risk.
Main Methods:
- Pooled individual-level data from three prospective cohort studies (US, UK, China, 2004-2019).
- Latent class growth mixed models used to determine BRI trajectories.
- Cox proportional hazards models employed to assess the relationship between BRI trajectories and CVD risk.
Main Results:
- Three distinct BRI trajectories identified: inverse-U (7.2%), low-increasing (44.4%), and middle-increasing (48.4%).
- The middle-increasing and inverse-U BRI groups exhibited significantly higher CVD risk (1.25x and 1.86x, respectively) compared to the low-increasing group.
- Nonlinear, dose-response relationships observed between historical maximum BRI, area under the curve, time-weighted BRI, and CVD risk (p < 0.05).
Conclusions:
- Longitudinal BRI trajectories are significant, independent predictors of CVD risk.
- These findings highlight the persistent impact of visceral fat accumulation on cardiovascular health.
- BRI trajectories offer a valuable tool for personalized CVD risk assessment and early intervention strategies.
Objective:
This study aimed to characterize the longitudinal trajectory of the body roundness index (BRI) in a multinational cohort and to investigate its association with cardiovascular disease (CVD) events.
Methods:
We pooled individual-level data from three prospective cohort studies across the United States, the United Kingdom, and China, covering 2004 to 2019. The trajectory of BRI was determined using latent class growth mixed models, and the relationship between BRI trajectory and CVD risk was evaluated using Cox models.
Results:
Three longitudinal BRI trajectories were characterized: inverse-U (7.2%), low-increasing (44.4%), and middle-increasing (48.4%). The risk of CVD in the middle-increasing group and the inverse-U group was 1.25 times (95% CI: 1.12-1.35) and 1.86 times (1.53-2.36) higher than that in the low-increasing group, respectively. The historical maximum BRI, area under the curve, and time-weighted BRI all showed a nonlinear risk of CVD in the dose-response relationship (p < 0.05). The effect of BRI growth rate on CVD decreased with age.
Conclusions:
The BRI trajectories were significantly associated with CVD risk, independent of baseline BRI and BMI. This emphasizes the long-term and persistent effects of visceral fat accumulation and may provide a reference for personalized CVD risk assessment and early impact.
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