The interplay of circadian syndrome and biological aging in all-cause mortality: a stratified mediation analysis by cancer status

CircS is associated with accelerated biological aging. Biological aging is a critical pathway linking CircS to mortality, especially among cancer survivors. These findings highlight the importance of circadian health in the aging process and suggest that biological age may be a potential therapeutic target for mitigating mortality risk, particularly in cancer survivors.