Air pollution-related metabolic profiles and subsequent heart failure risk
Air pollution was associated with increased HF risk, with metabolic perturbations appearing to play a mediating role. These metabolic signatures provide insights into potential mechanisms linking air pollution to cardiovascular outcomes.
Authors
- J Zhang
- Ying Yang (ORCID: https://orcid.org/0000-0001-8980-1776)
- Hai-Hua Wu
- Zhixing Fan
- Qi Li
- Huibo Wang
- Chaojun Yang
- Zeng Ping
- Jian Yang
Institutions
- China Three Gorges University (CN)
- Hubei Provincial Center for Disease Control and Prevention (CN)
- Second Hospital of Yichang (CN)
Publication Details
- Journal
- Heart
- Published
- 2026-01-21
- DOI
- https://doi.org/10.1136/heartjnl-2025-326668
- Citations
- 1
- Primary Topic
- Air Quality and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 31.09