
94% of researchers rate our articles as excellent or good
Learn more about the work of our research integrity team to safeguard the quality of each article we publish.
Find out more
ORIGINAL RESEARCH article
Front. Cardiovasc. Med.
Sec. Cardiovascular Epidemiology and Prevention
Volume 12 - 2025 | doi: 10.3389/fcvm.2025.1538788
This article is part of the Research TopicEnvironmental Determinants of Cardiovascular Health: Interactions with Lifestyle and Socioeconomic FactorsView all 3 articles
The final, formatted version of the article will be published soon.
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
Coronary heart disease (CHD) is a leading cause of cardiovascular mortality, with air pollution serving as a significant risk factor. Henan Province, characterized by both a high incidence of CHD and severe air pollution, faces substantial health and economic challenges. However, limited research has explored the relationship between air pollution and CHD in this region. This study employs a case-crossover design combined with a distributed lag non-linear model (DLNM) to examine the short-term effects of extreme concentrations of air pollutants (PM₂.₅, PM₁₀, NO₂, SO₂, CO, and O₃) on CHD hospitalizations in Henan. Data on 133,294 confirmed CHD patients from seven large hospitals across five cities (2016-2021) were collected, with patients' addresses linked to nearby air quality monitoring stations to assess exposure to air pollutants and meteorological factors. The time-stratified case-crossover design and DLNM were used to calculate relative risks (RRs) for pollutant exposure on CHD hospitalizations, and subgroup analyses were conducted to identify sensitive groups. Significant increases in CHD hospitalizations were associated with extremely high concentrations of NO₂, SO₂, and PM₁₀, with maximum RRs of 1.768 for NO₂, 2.821 for SO₂, and 1.728 for PM₁₀ on the 7th cumulative day, while high O₃ levels showed a protective effect. Younger individuals (≤64y) and males were more sensitive to these effects, and high CO concentrations only increase the risk of CHD incidence in the younger (≤64y) subgroup. Synergistic interactions were observed between certain pollutants, such as CO and NO₂/SO₂/PM₁₀, suggesting that the negative impact of CO on CHD is amplified in a multi-pollutant environment due to interactions with other pollutants. These findings highlight the significant public health impact of air pollution on CHD in Henan Province.
Keywords: Air Pollution, coronary heart disease, Distributed lag nonlinear model, Time-stratified case-crossover design, Interaction, Henan Province
Received: 03 Dec 2024; Accepted: 07 Apr 2025.
Copyright: © 2025 Liu, Wang, Wang, Li, Fei, Dong, Yang, Liu, Xie, Chen, Chen, Li, Zang, Li, Chen, Lin and Guoan. 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:
Jun Li, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, 100053, Beijing Municipality, China
Zhigang Chen, The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
Fei Lin, The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
Zhao Guoan, The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
Supplementary Material
Research integrity at Frontiers
Learn more about the work of our research integrity team to safeguard the quality of each article we publish.