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...
Saved in:
Published in | Environmental research Vol. 219; p. 115138 |
---|---|
Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Netherlands
15.02.2023
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
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 |
Author_xml | – sequence: 1 givenname: Limei surname: Ke fullname: Ke, Limei email: klm20@mails.tsinghua.edu.cn organization: School of Medicine, Tsinghua University, Beijing, 100084, China. Electronic address: klm20@mails.tsinghua.edu.cn – sequence: 2 givenname: Guoqing surname: Feng fullname: Feng, Guoqing email: fgq21@mails.tsinghua.edu.cn organization: School of Medicine, Tsinghua University, Beijing, 100084, China. Electronic address: fgq21@mails.tsinghua.edu.cn – sequence: 3 givenname: Yao surname: Zhang fullname: Zhang, Yao email: yao_zhang19@126.com organization: Soochow College, Soochow University, Suzhou, 215006, China; Division of Sports Science & Physical Education, Tsinghua University, Beijing, 100084, China. Electronic address: yao_zhang19@126.com – sequence: 4 givenname: Xindong surname: Ma fullname: Ma, Xindong email: maxd@tsinghua.edu.cn organization: Division of Sports Science & Physical Education, Tsinghua University, Beijing, 100084, China; IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, 100084, China. Electronic address: maxd@tsinghua.edu.cn – sequence: 5 givenname: Bin surname: Zhao fullname: Zhao, Bin email: bzhao@mail.tsinghua.edu.cn organization: State Key Joint Laboratory of Environmental Simulation and Pollution Control, School of environment, Tsinghua University, Beijing, 100084, China; State Environmental Protection Key Laboratory of Sources and Control of Air Pollution Complex, Beijing, 100084, China. Electronic address: bzhao@mail.tsinghua.edu.cn – sequence: 6 givenname: Yisheng surname: Sun fullname: Sun, Yisheng email: sys20@mails.tsinghua.edu.cn organization: State Key Joint Laboratory of Environmental Simulation and Pollution Control, School of environment, Tsinghua University, Beijing, 100084, China. Electronic address: sys20@mails.tsinghua.edu.cn – sequence: 7 givenname: Zhaoxin surname: Dong fullname: Dong, Zhaoxin email: dzx17@mails.tsinghua.edu.cn organization: State Key Joint Laboratory of Environmental Simulation and Pollution Control, School of environment, Tsinghua University, Beijing, 100084, China. Electronic address: dzx17@mails.tsinghua.edu.cn – sequence: 8 givenname: Jia surname: Xing fullname: Xing, Jia email: xingjia@tsinghua.edu.cn organization: State Key Joint Laboratory of Environmental Simulation and Pollution Control, School of environment, Tsinghua University, Beijing, 100084, China; State Environmental Protection Key Laboratory of Sources and Control of Air Pollution Complex, Beijing, 100084, China. Electronic address: xingjia@tsinghua.edu.cn – sequence: 9 givenname: Shuxiao surname: Wang fullname: Wang, Shuxiao email: shxwang@mail.tsinghua.edu.cn organization: State Key Joint Laboratory of Environmental Simulation and Pollution Control, School of environment, Tsinghua University, Beijing, 100084, China; State Environmental Protection Key Laboratory of Sources and Control of Air Pollution Complex, Beijing, 100084, China. Electronic address: shxwang@mail.tsinghua.edu.cn – sequence: 10 givenname: Qian 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 |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36565844$$D View this record in MEDLINE/PubMed |
BookMark | eNqFjcEKgkAUAJcoUqtfiPcDxpqu5FmKLkGH7rKtb2tD38quRv19HurcaWAYmIhNyRJOWJjwIo95IdKARd4_OE8SkfI5C9Jc5GKXZSE7lXLwsgHUGlXvwWroHJLsRyepBnV3loyC8wm2GwH46qwfHI4hgbI3Mr15IuiBVG8sLdlMy8bj6ssFWx_2l_IYd8O1xbrqnGmle1e_f_o3-ADzxjxa |
ContentType | Journal Article |
Copyright | Copyright © 2022 Elsevier Inc. All rights reserved. |
Copyright_xml | – notice: Copyright © 2022 Elsevier Inc. All rights reserved. |
DBID | CGR CUY CVF ECM EIF NPM |
DatabaseName | Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed |
DatabaseTitle | MEDLINE MEDLINE with Full Text Medline Complete PubMed MEDLINE (Ovid) |
DatabaseTitleList | MEDLINE |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Public Health Environmental Sciences |
EISSN | 1096-0953 |
ExternalDocumentID | 36565844 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GroupedDBID | --- --K --M -~X .DC .~1 0R~ 1B1 1RT 1~. 1~5 4.4 457 4G. 5GY 5RE 5VS 7-5 71M 8P~ 9JM AACTN AAEDT AAEDW AAHBH AAIKJ AAKOC AALRI AAOAW AAQFI AAXKI AAXUO ABFYP ABJNI ABLST ABMAC ACDAQ ACGFS ACNCT ACRLP ADBBV ADEZE AEBSH AEKER AENEX AFJKZ AFKWA AFTJW AFXIZ AGHFR AGUBO AGYEJ AHEUO AHHHB AIEXJ AIKHN AITUG AJOXV AKIFW AKRWK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AXJTR BKOJK BLECG BLXMC C45 CGR CS3 CUY CVF DM4 DU5 EBS ECM EFBJH EIF EO8 EO9 EP2 EP3 F5P FDB FIRID FNPLU FYGXN G-Q GBLVA IHE J1W KCYFY KOM L7B LG5 LY8 M41 MO0 N9A NPM O-L O9- OAUVE OVD OZT P-8 P-9 P2P PC. Q38 RIG RNS ROL RPZ SDF SDG SDP SES SPCBC SSJ SSZ T5K TAE TEORI TN5 TWZ UPT WH7 ZCA ZU3 ~02 ~G- ~KM |
ID | FETCH-pubmed_primary_365658443 |
IngestDate | Sat Sep 28 08:19:46 EDT 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | Causal inference PM(2.5) Adulthood cognition Prenatal exposure Chronic exposure |
Language | English |
License | Copyright © 2022 Elsevier Inc. All rights reserved. |
LinkModel | OpenURL |
MergedId | FETCHMERGED-pubmed_primary_365658443 |
PMID | 36565844 |
ParticipantIDs | pubmed_primary_36565844 |
PublicationCentury | 2000 |
PublicationDate | 2023-02-15 |
PublicationDateYYYYMMDD | 2023-02-15 |
PublicationDate_xml | – month: 02 year: 2023 text: 2023-02-15 day: 15 |
PublicationDecade | 2020 |
PublicationPlace | Netherlands |
PublicationPlace_xml | – name: Netherlands |
PublicationTitle | Environmental research |
PublicationTitleAlternate | Environ Res |
PublicationYear | 2023 |
SSID | ssj0011530 |
Score | 4.526095 |
Snippet | Growing evidence indicated an association between PM
exposure and cognitive function, but the causal effect and the cognitive effect of prenatal PM
exposure... |
SourceID | pubmed |
SourceType | Index Database |
StartPage | 115138 |
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 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ1NT8JAEIYnwsnEGEXxm8zBm2kDbSlwNEQlJhgPmOCJbOtWOdCiwMWDv93ZnW63GknUy6bZkk3ZJ5l9O50PgHMRNzuSznGn43cDJyCL54gkip1mh8a2UIpBR_nehYOH4HbcHttmijq7ZBm58fuPeSX_oUpzxFVlyf6BbLEoTdA18aWRCNP4K8Z9sVrQFpdiMlSFSt0PRKerveT9bYYXnttWxfwz5Q_UHwhs2JA62Qo6xkdv09904f-Sy0sbZ36bn8mpVZJsM25W2as5DMvu6EeRWd-3mhhPVRuR57LTwVOfeh1Ou3QlG8qmCl7ucaFfY0mN9WNbSFqzxZVbSijmM83CJxlJ0iewp1ARG2huVaDit1SQpvtRBO3Qkr7q3Wd-8-1dQGuC0Q5s52IeL5nMLmzItAb1L5uHufFc1GCLXaTImV97MGR8mOPDLEGDDwkf5vjwfoiEDwt8mKVY4EODbx8a11ej_sDhR53MuYzIxPwJvw7VNEvlIWDiiSSJPSmi1hNJJ9lNRFeEXhTSGPfi8AgO1ixyvPbOCWxagqdQXb6t5BkJqWXU0Hv7CfAmJ60 |
link.rule.ids | 315,783,787 |
linkProvider | Elsevier |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Causal+effects+of+prenatal+and+chronic+PM+2.5+exposures+on+cognitive+function&rft.jtitle=Environmental+research&rft.au=Ke%2C+Limei&rft.au=Feng%2C+Guoqing&rft.au=Zhang%2C+Yao&rft.au=Ma%2C+Xindong&rft.date=2023-02-15&rft.eissn=1096-0953&rft.volume=219&rft.spage=115138&rft_id=info%3Apmid%2F36565844&rft.externalDocID=36565844 |