Associations of urban heat island and its metabolomic profiles with all-cause and cause-specific mortality in middle-aged and older adults

UHI exposure significantly increases mortality risk among urban residents, with glucose and lipid serving as key biological mediators. These findings emphasize the importance of integrating climate resilience into urban planning and highlight potential targets for interventions to protect vulnerable populations from heat-related health impacts.