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Long-term exposure to ambient PM<inf>2·5</inf>, active commuting, and farming activity and cardiovascular disease risk in adults in China: a prospective cohort study

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  • 09/24/2025
Type of Material
Authors
    Dong Sun, Peking University Health Science CenterCong Liu, affiliationYinqi Ding, Peking University Health Science CenterCanqing Yu, Peking University Health Science CenterYu Guo, Fuwai Hospital, Chinese Academy of Medical Sciences &amp; Peking Union Medical CollegeDianjianyi Sun, Peking University Health Science CenterYuanjie Pang, Peking University Health Science CenterPei Pei, Chinese Academy of Medical Sciences &amp; Peking Union Medical CollegeHuaidong Du, Clinical Trial Service Unit and Epidemiological Studies UnitLing Yang, Clinical Trial Service Unit and Epidemiological Studies UnitYiping Chen, Clinical Trial Service Unit and Epidemiological Studies UnitXia Meng, Fudan UniversityYang Liu, Emory UniversityJiben Liu, Yongqinglu Community Health ServiceRajani Sohoni, Clinical Trial Service Unit and Epidemiological Studies UnitGary Sansome, Clinical Trial Service Unit and Epidemiological Studies UnitJunshi Chen, China National Center for Food Safety Risk AssessmentZhengming Chen, Clinical Trial Service Unit and Epidemiological Studies UnitJun Lv, Peking University Health Science CenterHaidong Kan, Fudan UniversityLiming Li, Peking University Health Science Center
Language
  • English
Date
  • 2023-04-01
Publisher
  • Elsevier Ltd
Publication Version
Copyright Statement
  • © 2023 The Author(s). Published by Elsevier Ltd.
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Final Published Version (URL)
Title of Journal or Parent Work
Volume
  • 7
Issue
  • 4
Start Page
  • e304
End Page
  • e312
Supplemental Material (URL)
Abstract
  • Background: Increased physical activity is associated with a reduced risk of cardiovascular disease, but outdoor physical activity can be accompanied by increased inhalation of fine particulate matter (PM2·5). The extent to which long-term exposure to PM2·5 can offset the cardiovascular benefits of physical activity is unknown. We aimed to evaluate whether the associations between active commuting or farming activity and incident risks of cerebrovascular disease and ischaemic heart disease were consistent between populations with different ambient PM2·5 exposures. Methods: We did a prospective cohort study using data from people aged 30–79 years without cardiovascular disease at baseline from the China Kadoorie Biobank (CKB). Active commuting and farming activity were assessed at baseline using questionnaires. A high-resolution (1 × 1 km) satellite-based model was used to estimate annual average PM2·5 exposure during the study period. Participants were stratified according to PM2·5 exposure (54 μg/m3 or greater vs less than 54 μg/m3). Hazard ratios (HRs) and 95% CIs for incident cerebrovascular disease and ischaemic heart disease by active commuting and farming activity were estimated using Cox proportional hazard models. Effect modifications by PM2·5 exposure were tested by likelihood ratio tests. Analyses were restricted to the period from Jan 1, 2005, to Dec 31, 2017. Findings: Between June 25, 2004, and July 15, 2008, 512 725 people were enrolled in the CKB cohort. 322 399 eligible participants completed the baseline survey and were included in the analysis of active commuting (118 274 non-farmers and 204 125 farmers). Among 204 125 farmers, 2985 reported no farming time and 201 140 were included in the farming activity analysis. During a median follow-up of 11 years, 39 514 cerebrovascular disease cases and 22 313 ischaemic heart disease cases were newly identified. Among non-farmers with exposure to annual average PM2·5 concentrations of less than 54 μg/m3, increased active commuting was associated with lower risks of cerebrovascular disease (highest active commuting vs lowest active commuting HR 0·70, 95% CI 0·65–0·76) and ischaemic heart disease (0·60, 0·54–0·66). However, among non-farmers with exposure to annual average PM2·5 concentrations of 54 μg/m3 or greater, there was no association between active commuting and cerebrovascular disease or ischaemic heart disease. Among farmers with exposure to annual average PM2·5 concentrations of less than 54 μg/m3, increased active commuting (highest active commuting vs lowest active commuting HR 0·77, 95% CI 0·63–0·93) and increased farming activity (highest activity vs lowest activity HR 0·85, 95% CI 0·79–0·92) were both associated with a lower cerebrovascular disease risk. However, among farmers with exposure to annual average PM2·5 concentrations of 54 μg/m3 or greater, increases in active commuting (highest active commuting vs lowest active commuting HR 1·12, 95% CI 1·05–1·19) and farming activity (highest activity vs lowest activity HR 1·18, 95% CI 1·09–1·28) were associated with an elevated cerebrovascular disease risk. The above associations differed significantly between PM2·5 strata (all interaction p values <0·0001). Interpretation: For participants with long-term exposure to higher ambient PM2·5 concentrations, the cardiovascular benefits of active commuting and farming activity were significantly attenuated. Higher levels of active commuting and farming activity even increased the cerebrovascular disease risk among farmers with exposure to annual average PM2·5 concentrations of 54 μg/m3 or greater. Funding: National Natural Science Foundation of China, National Key Research and Development Program of China, Kadoorie Charitable Foundation, UK Wellcome Trust.
Author Notes
  • Prof Jun Lv, Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China. Email: lvjun@bjmu.edu.cn
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