ORIGINAL RESEARCH article
Front. Public Health
Sec. Environmental Health and Exposome
This article is part of the Research TopicInvisible Hazards, Lasting Impact: Airborne Toxicants and Systemic Disease from Environmental and Occupational ExposuresView all 6 articles
Association between Low-Concentration PM2.5 Exposure and Emergency Department Visits for Cardiovascular Diseases: A Time-Series Study
Provisionally accepted- 1The First Affiliated Hospital of Hainan Medical University, Haikou, China
- 2Haikou People's Hospital, Haikou, China
- 3Hainan Medical University International School of Public Health and One Health, Haikou, China
- 4Southeast University, Nanjing, China
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Substantial epidemiological evidence suggests that both short- and long-term exposure to fine particulate matter (PM₂.₅; aerodynamic diameter ≤ 2.5 μm) increases cardiovascular disease (CVD) risk. However, uncertainty persists regarding the cardiovascular effects of low-level PM₂.₅ exposure. This study aimed to clarify the association between PM₂.₅ and CVD morbidity in Haikou, China. A time-series design with DLNMs was employed to assess the short-term associations between PM₂.₅ exposure and daily CVD-related ED visits across three major hospitals in Haikou, with stratified analyses by sex and age. Between 2018 and 2021, 988,020 ED visits were recorded, of which 69,099 (7.0%) were CVD-related. Among CVD cases, 54.09% occurred in patients aged ≥65 years, and 60.04% were male. Cerebrovascular diseases accounted for the largest proportion (46.6%), followed by hypertensive (14.2%) and ischemic heart diseases (14.2%). The temporal distribution of CVD visits displayed clear seasonality, peaking during winter and declining during summer. Our analyses revealed a distinctive three-phase, S-shaped nonlinear association between short-term PM₂.₅ exposure and emergency CVD visits in Haikou, characterized by pronounced lag effects. Specifically, the risk of CVD did not rise monotonically with increasing PM₂.₅ but instead exhibited an initial decline, followed by an increase and subsequent attenuation at higher concentrations. We propose that this complex pattern reflects a balance between adaptive hormetic responses at low exposures, toxic effects at moderate levels, and behavioral adaptations (e.g., reduced outdoor activity) during high pollution episodes. These findings underscore that maintaining PM₂.₅ concentrations within a moderate range may yield greater public health benefits than targeting ultralow levels, offering critical guidance for refining air quality standards and preventive interventions in low-pollution regions.
Keywords: PM2.5, Circulatory system diseases, Air Pollution, Time series study, Emergency department visits
Received: 12 Sep 2025; Accepted: 21 Nov 2025.
Copyright: © 2025 Jiadong, Wang, Li, Peng, Dai, Li, Yi and Liu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Xiaoran Liu, hy0203049@muhn.edu.cn
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