Causal effects of prenatal and chronic PM 2.5 exposures on cognitive function

Growing evidence indicated an association between PM exposure and cognitive function, but the causal effect and the cognitive effect of prenatal PM exposure remain elusive. We obtained 15,099 subjects from a nationally representative sample of China and measured their cognitive performance. We ascer...

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Published inEnvironmental research Vol. 219; p. 115138
Main Authors Ke, Limei, Feng, Guoqing, Zhang, Yao, Ma, Xindong, Zhao, Bin, Sun, Yisheng, Dong, Zhaoxin, Xing, Jia, Wang, Shuxiao, Di, Qian
Format Journal Article
LanguageEnglish
Published Netherlands 15.02.2023
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Abstract Growing evidence indicated an association between PM exposure and cognitive function, but the causal effect and the cognitive effect of prenatal PM exposure remain elusive. We obtained 15,099 subjects from a nationally representative sample of China and measured their cognitive performance. We ascertained subjects' prenatal PM exposure and chronic PM exposure of the recent two years. Using this national sample, we found that PM exposure during the mid- to late-pregnancy was significantly associated with declined cognition and income; chronic PM exposure was also independently associated with cognition and income measured at adulthood with greater magnitude. Negative effect modification was observed between prenatal and chronic PM exposure. Instrumental variable approach and difference-in-difference study verified causal effects: every 1 μg/m increase in prenatal and chronic PM exposures were causally associated with -0.22% (-0.38%, -0.06%) and -0.17% (-0.31%, -0.03%) changes in cognitive function, respectively. People with low cognition and low income were more vulnerable to PM exposure with greater cognitive and income decline. In the future, although China's improved air quality continues to benefit people and reduce cognitive decline induced by chronic PM exposure, high prenatal PM exposure will continue to hurt the overall cognition of Chinese population, since in total 360 million people were born during the 2000-2020 polluted era. Prenatal PM -induced cognitive decline would remain largely unchanged before 2050 and gradually reduce after 2065, regardless of environmental policy scenarios. The long-lasting cognitive impact of PM is worth considering while enacting environmental policies.
AbstractList Growing evidence indicated an association between PM exposure and cognitive function, but the causal effect and the cognitive effect of prenatal PM exposure remain elusive. We obtained 15,099 subjects from a nationally representative sample of China and measured their cognitive performance. We ascertained subjects' prenatal PM exposure and chronic PM exposure of the recent two years. Using this national sample, we found that PM exposure during the mid- to late-pregnancy was significantly associated with declined cognition and income; chronic PM exposure was also independently associated with cognition and income measured at adulthood with greater magnitude. Negative effect modification was observed between prenatal and chronic PM exposure. Instrumental variable approach and difference-in-difference study verified causal effects: every 1 μg/m increase in prenatal and chronic PM exposures were causally associated with -0.22% (-0.38%, -0.06%) and -0.17% (-0.31%, -0.03%) changes in cognitive function, respectively. People with low cognition and low income were more vulnerable to PM exposure with greater cognitive and income decline. In the future, although China's improved air quality continues to benefit people and reduce cognitive decline induced by chronic PM exposure, high prenatal PM exposure will continue to hurt the overall cognition of Chinese population, since in total 360 million people were born during the 2000-2020 polluted era. Prenatal PM -induced cognitive decline would remain largely unchanged before 2050 and gradually reduce after 2065, regardless of environmental policy scenarios. The long-lasting cognitive impact of PM is worth considering while enacting environmental policies.
Author Feng, Guoqing
Di, Qian
Ke, Limei
Xing, Jia
Zhang, Yao
Sun, Yisheng
Dong, Zhaoxin
Zhao, Bin
Ma, Xindong
Wang, Shuxiao
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  surname: Dong
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  surname: Xing
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  surname: Di
  fullname: Di, Qian
  email: qiandi@tsinghua.edu.cn
  organization: Vanke School of Public Health, Tsinghua University, Beijing, 100084, China; Institute for Healthy China, Tsinghua University, Beijing, 100084, China. Electronic address: qiandi@tsinghua.edu.cn
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Keywords Causal inference
PM(2.5)
Adulthood cognition
Prenatal exposure
Chronic exposure
Language English
License Copyright © 2022 Elsevier Inc. All rights reserved.
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Snippet Growing evidence indicated an association between PM exposure and cognitive function, but the causal effect and the cognitive effect of prenatal PM exposure...
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SubjectTerms Adult
Air Pollutants - analysis
Air Pollutants - toxicity
Air Pollution - adverse effects
Air Pollution - analysis
Cognition
Environmental Exposure - adverse effects
Environmental Exposure - analysis
Female
Humans
Particulate Matter - analysis
Particulate Matter - toxicity
Pregnancy
Vitamins
Title Causal effects of prenatal and chronic PM 2.5 exposures on cognitive function
URI https://www.ncbi.nlm.nih.gov/pubmed/36565844
Volume 219
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