Abstract
The European Association for the Study of Obesity (EASO) recently proposed a new obesity definition, yet the extent to which 24-hour movement behaviors mediate the obesity - mortality association under this framework remains unclear, and sex-specific time-use recommendations for individuals with obesity are lacking. This study aimed to quantify the mediating role of 24-hour movement behaviors, estimate mortality risk associated with time reallocation these behaviors, and identify the optimal daily composition for lowing mortality risk. Using UK Biobank data (N = 90,289), obesity was defined via BMI, waist-to-height ratio, and the EASO framework. Behaviors were measured by 7-day wrist accelerometry. Compositional mediation Cox models and isotemporal substitution analyses were applied. Results showed 24-hour movement behaviors mediated 37.7%-49.0% of the obesity - mortality association, with MVPA contributing most. Sex-stratified analyses revealed heterogeneous mediation effects (total indirect effect: 59.2% in males [43.0% via MVPA] vs. 38.6% in females [20.9% via MVPA]). Optimal compositions associated with lowest mortality risk were: females: 1 h MVPA, 7 h LPA, 7 h SB, 9 h sleep; males: 1.5 h MVPA, 7 h LPA, 7 h SB, 8.5 h sleep. These findings quantify the mediating role of daily movement and provide sex-specific time-use targets for obesity management.</p>