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

  • Jiahui Qiu
  • , Hao Zheng
  • , Jiawei Gu
  • , Lan Wu
  • , Ziyang Gong
  • , Yuewei Ling
  • , Jinjun Ran
  • , Mu He*
  • , Hao Sun*
  • *Corresponding author for this work
  • Shanghai Jiao Tong University
  • Stanford University
  • Nanjing University

Research output: Contribution to journalArticlepeer-review

Abstract

OBJECTIVES: To investigate associations between urban heat island (UHI) exposure and mortality outcomes in urban residents, and to identify metabolic pathways mediating these relationships. METHODS: This prospective cohort study included 233,137 urban-dwelling middle-aged and older adults from the UK Biobank between 2006 and 2010. UHI exposure was estimated using satellite-derived land surface temperature data. Mortality outcomes were identified through national death registry records. Cox proportional hazards models assessed associations between long-term UHI exposure and mortality risk. Elastic net regression identified key metabolites related to exposure, followed by mediation analyses to quantify their mechanistic contributions and interaction analyses to examine how they modify the UHI-mortality relationship. RESULTS: Long-term UHI exposure was significantly associated with increased risk of all-cause mortality (HR: 1.05, 95% CI: 1.04-1.06), with the strongest associations observed for endocrine system diseases (HR: 1.08, 95% CI: 1.06-1.11) and respiratory diseases (HR: 1.08, 95% CI: 1.06-1.10). Glucose emerged as the strongest mediator, explaining 31.7% of the UHI effect on all-cause mortality. Interaction analyses revealed that metabolite levels modified UHI-mortality associations, particularly for endocrine diseases. CONCLUSIONS: 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.

Original languageEnglish
Pages (from-to)120062
Number of pages1
JournalEcotoxicology and Environmental Safety
Volume314
DOIs
Publication statusPublished - 1 Apr 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities
  3. SDG 13 - Climate Action
    SDG 13 Climate Action

Keywords

  • Machine learning
  • Mediation analysis
  • Metabolomics
  • Mortality
  • Urban heat island

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