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Long-term exposure to ambient PM1 accelerates biological aging in middle-aged and older adults in China
by
Zhao, Fangchao
, Qiu, Fushan
, Ke, Junhua
, Li, Shichao
, Cao, Jing
, Li, Shujun
, Cheng, Xiao
, Wang, Yan
in
631/114
/ 704/172
/ Adults
/ Aerodynamics
/ Aging
/ Air pollution
/ Algorithms
/ Biological aging
/ Biomarkers
/ Blood
/ Cohort analysis
/ Creatinine
/ Dose-response relationship
/ Exposure
/ Exposure-response relationship
/ Generalized linear models
/ Geriatrics
/ Health promotion
/ Hemoglobin
/ Humanities and Social Sciences
/ Metabolism
/ Middle age
/ Mortality
/ multidisciplinary
/ Nitrogen dioxide
/ Older people
/ Outdoor air quality
/ Particulate matter
/ PM1
/ Pollutants
/ Prospective analysis
/ Public health
/ Science
/ Science (multidisciplinary)
/ Sensitivity analysis
/ Temperature
2025
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Long-term exposure to ambient PM1 accelerates biological aging in middle-aged and older adults in China
by
Zhao, Fangchao
, Qiu, Fushan
, Ke, Junhua
, Li, Shichao
, Cao, Jing
, Li, Shujun
, Cheng, Xiao
, Wang, Yan
in
631/114
/ 704/172
/ Adults
/ Aerodynamics
/ Aging
/ Air pollution
/ Algorithms
/ Biological aging
/ Biomarkers
/ Blood
/ Cohort analysis
/ Creatinine
/ Dose-response relationship
/ Exposure
/ Exposure-response relationship
/ Generalized linear models
/ Geriatrics
/ Health promotion
/ Hemoglobin
/ Humanities and Social Sciences
/ Metabolism
/ Middle age
/ Mortality
/ multidisciplinary
/ Nitrogen dioxide
/ Older people
/ Outdoor air quality
/ Particulate matter
/ PM1
/ Pollutants
/ Prospective analysis
/ Public health
/ Science
/ Science (multidisciplinary)
/ Sensitivity analysis
/ Temperature
2025
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Long-term exposure to ambient PM1 accelerates biological aging in middle-aged and older adults in China
by
Zhao, Fangchao
, Qiu, Fushan
, Ke, Junhua
, Li, Shichao
, Cao, Jing
, Li, Shujun
, Cheng, Xiao
, Wang, Yan
in
631/114
/ 704/172
/ Adults
/ Aerodynamics
/ Aging
/ Air pollution
/ Algorithms
/ Biological aging
/ Biomarkers
/ Blood
/ Cohort analysis
/ Creatinine
/ Dose-response relationship
/ Exposure
/ Exposure-response relationship
/ Generalized linear models
/ Geriatrics
/ Health promotion
/ Hemoglobin
/ Humanities and Social Sciences
/ Metabolism
/ Middle age
/ Mortality
/ multidisciplinary
/ Nitrogen dioxide
/ Older people
/ Outdoor air quality
/ Particulate matter
/ PM1
/ Pollutants
/ Prospective analysis
/ Public health
/ Science
/ Science (multidisciplinary)
/ Sensitivity analysis
/ Temperature
2025
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Long-term exposure to ambient PM1 accelerates biological aging in middle-aged and older adults in China
Journal Article
Long-term exposure to ambient PM1 accelerates biological aging in middle-aged and older adults in China
2025
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Overview
Population aging poses significant public health challenges in China. Emerging studies have linked air pollution to physiological aging, yet evidence regarding particulate matter with an aerodynamic diameter ≤ 1 μm (PM
1
) remains sparse. This two-wave panel study included 5391 Chinese adults aged 45–80 to explore the effects of long-term exposure to PM
1
on biological aging acceleration. The Klemera−Doubal method (KDM) was employed to estimate biological aging acceleration (KDM-BAA) using 11 clinical biomarkers at both the 2011 baseline and the 2015 follow-up survey. Multivariate linear models with natural cubic splines were performed to estimate the association between PM
1
exposure and KDM-BAA changes from baseline to follow-up. Sensitivity analyses and stratified analyses were also performed. The exposure–response curve indicated that exposure to ambient PM
1
was significantly positively associated with changes in KDM-BAA, with the association becoming substantially stronger when PM
1
exposure exceeded the median exposure level of 32.5 μg/m
3
. Per 10 μg/m
3
increment in PM
1
exposure was associated with an acceleration of 1.55 (95% CI: 0.79, 2.31) years in KDM-BAA. Elderly adults over 60 years and smokers demonstrated greater susceptibility to the aging effects of ambient PM
1
exposure, whereas leisure engagement was observed to have a beneficial effect in mitigating the aging response of PM
1
exposure. Long-term exposure to ambient PM
1
may accelerate biological aging among middle-aged and older adults in China, especially in the elderly. These findings highlight the urgency for policies aimed at mitigating PM
1
pollution to promote healthy aging within an increasingly aging population.
Publisher
Nature Publishing Group UK,Nature Publishing Group,Nature Portfolio
Subject
/ 704/172
/ Adults
/ Aging
/ Blood
/ Exposure
/ Exposure-response relationship
/ Humanities and Social Sciences
/ PM1
/ Science
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