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March 29, 2026Behavioural Neurology1 citationsOpen Access

Circadian Syndrome Mediates the Association Between Body Roundness Index and Incident Stroke Risk in Middle‐Aged and Older Chinese Adults: A Nationwide Prospective Cohort Study

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GMGaiying MaHLHaibo LiuZWZhigang Wu

Key Points

  • This research investigates how circadian syndrome influences the relationship between body roundness index and stroke risk.
  • Analyzed data from 7535 participants in the China Health and Retirement Longitudinal Study (CHARLS).
  • Defined circadian syndrome by four concurrent metabolic disturbances.
  • Employed Cox models, Kaplan–Meier curves, and mediation analyses for assessment.
  • Used receiver operating characteristic analysis for predictive capability comparison.
  • Higher body roundness index values significantly linked to increased stroke risk (HR = 2.50, p < 0.001).
  • The association was stronger in non-circadian syndrome individuals (HR = 2.36, p < 0.001).
  • Circadian syndrome mediated 21.0% of the association between body roundness index and stroke risk.
  • Body roundness index showed moderate predictive capability for stroke (AUC = 0.656).

Abstract

Background Despite BRI being a novel measure for chronic disease risk, the relationship between BRI and stroke risk under varying circadian syndrome (CircS) conditions is still unclear. Methods The analysis utilized data from 7535 participants involved in the China Health and Retirement Longitudinal Study (CHARLS). CircS was defined by at least four concurrent metabolic disturbances due to circadian rhythm disruption. To ensure robustness, the BRI‐stroke association was assessed using Cox models, restricted cubic splines, Kaplan–Meier curves, and mediation analyses, along with subgroup and sensitivity analyses. The receiver operating characteristic (ROC) analysis was used to compare the stroke risk prediction performance of BRI with conventional metabolic indices. Results Following full adjustment, higher log (BRI) values were significantly associated with an increased risk of stroke (HR = 2.50, 95% CI: 1.81–3.44, p 0.05). However, the association remained significant in non‐CircS individuals (log (BRI) HR = 2.36, 95% CI: 1.61–3.47; Q4 vs. Q1 HR = 2.08, 95% CI: 1.46–2.98; all p < 0.001). Subgroup and sensitivity analyses bolstered the robustness of our findings. CircS mediated 21.0% of the association between BRI and stroke risk (95% CI: 18%–91%, p < 0.001). With an area under the curve (AUC) of 0.656, BRI demonstrated moderate predictive capability for stroke, outperforming other anthropometric indices. Conclusions An increased BRI is associated with a higher stroke risk, partially mediated by CircS, highlighting the potential role of circadian health in stroke prevention.

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Cite This Study

Ma et al. (2026) studied this question.

synapsesocial.com/papers/69c8c34bde0f0f753b39dfaehttps://doi.org/10.1155/bn/1282354
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