Prenatal PM2.5 exposure in the second and third trimesters predicts neurocognitive performance at age 9-10 years: A cohort study of Mexico City children.
Adult
Air Pollutants
/ analysis
Air Pollution
/ statistics & numerical data
Child
Cohort Studies
Female
Humans
Maternal Exposure
/ statistics & numerical data
Mexico
/ epidemiology
Particulate Matter
/ analysis
Pregnancy
Pregnancy Trimester, Third
Prenatal Exposure Delayed Effects
/ chemically induced
Air pollution
Exposure windows
Go/No-Go
Latent class analysis
Neurodevelopment
Particulate matter
Journal
Environmental research
ISSN: 1096-0953
Titre abrégé: Environ Res
Pays: Netherlands
ID NLM: 0147621
Informations de publication
Date de publication:
11 2021
11 2021
Historique:
received:
08
04
2021
revised:
25
06
2021
accepted:
02
07
2021
pubmed:
12
7
2021
medline:
18
11
2021
entrez:
11
7
2021
Statut:
ppublish
Résumé
Prenatal exposure to fine particulate matter air pollution (PM2.5) is an important, under-studied risk factor for neurodevelopmental dysfunction. We describe the relationships between prenatal PM2.5 exposure and vigilance and inhibitory control, executive functions related to multiple health outcomes in Mexico City children. We studied 320 children enrolled in Programming Research in Obesity, GRowth, Environment and Social Stressors, a longitudinal birth cohort study in Mexico City. We used a spatio-temporal model to estimate daily prenatal PM2.5 exposure at each participant's residential address. At age 9-10 years, children performed three Go/No-Go tasks, which measure vigilance and inhibitory control ability. We used Latent class analysis (LCA) to classify performance into subgroups that reflected neurocognitive performance and applied multivariate regression and distributed lag regression modeling (DLM) to test overall and time-dependent associations between prenatal PM2.5 exposure and Go/No-Go performance. LCA detected two Go/No-Go phenotypes: high performers (Class 1) and low performers (Class 2). Predicting odds of Class 1 vs Class 2 membership based on prenatal PM2.5 exposure timing, logistic regression modeling showed that average prenatal PM2.5 exposure in the second and third trimesters correlated with increased odds of membership in low-performance Class 2 (OR = 1.59 (1.16, 2.17), p = 0.004). Additionally, DLM analysis identified a critical window consisting of gestational days 103-268 (second and third trimesters) in which prenatal PM2.5 exposure predicted poorer Go/No-Go performance. Increased prenatal PM2.5 exposure predicted decreased vigilance and inhibitory control at age 9-10 years. These findings highlight the second and third trimesters of gestation as critical windows of PM2.5 exposure for the development of vigilance and inhibitory control in preadolescent children. Because childhood development of vigilance and inhibitory control informs behavior, academic performance, and self-regulation into adulthood, these results may help to describe the relationship of prenatal PM2.5 exposure to long-term health and psychosocial outcomes. The integrative methodology of this study also contributes to a shift towards more holistic analysis.
Identifiants
pubmed: 34246643
pii: S0013-9351(21)00945-2
doi: 10.1016/j.envres.2021.111651
pmc: PMC8578200
mid: NIHMS1724021
pii:
doi:
Substances chimiques
Air Pollutants
0
Particulate Matter
0
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
111651Subventions
Organisme : NIMHD NIH HHS
ID : T37 MD001452
Pays : United States
Organisme : NIEHS NIH HHS
ID : R01 ES013744
Pays : United States
Organisme : NIEHS NIH HHS
ID : R24 ES028522
Pays : United States
Organisme : NIEHS NIH HHS
ID : R01 ES014930
Pays : United States
Organisme : NIEHS NIH HHS
ID : R01 ES028927
Pays : United States
Organisme : NIEHS NIH HHS
ID : P30 ES023515
Pays : United States
Informations de copyright
Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.
Références
J Stat Softw. 2011 Jul;43(8):1-20
pubmed: 22003319
Free Radic Biol Med. 2010 Oct 15;49(7):1147-51
pubmed: 20656021
Sci Total Environ. 2021 Jul 1;776:145135
pubmed: 33652318
Environ Health Perspect. 1995 Sep;103 Suppl 6:73-6
pubmed: 8549496
Appl Neuropsychol Adult. 2015;22(4):252-61
pubmed: 25402323
Neurotoxicology. 2020 Dec;81:109-115
pubmed: 32950567
Environ Health. 2014 Jun 10;13(1):50
pubmed: 24916609
Environ Int. 2020 Oct;143:105933
pubmed: 32659528
Front Hum Neurosci. 2014 Aug 12;8:613
pubmed: 25161617
Environ Res. 2019 Nov;178:108734
pubmed: 31539824
Biol Psychiatry. 2018 Aug 15;84(4):295-303
pubmed: 29530279
Saf Health Work. 2013 Mar;4(1):1-11
pubmed: 23515885
Placenta. 2017 Jun;54:111-116
pubmed: 27939102
Child Dev. 2004 Sep-Oct;75(5):1357-72
pubmed: 15369519
Neuron. 2002 Jan 17;33(2):301-11
pubmed: 11804576
Pediatrics. 2010 Jan;125(1):e90-8
pubmed: 19969621
Pediatr Res. 2017 Oct;82(4):614-619
pubmed: 28582386
Brain Cogn. 2008 Nov;68(2):117-27
pubmed: 18550243
Front Psychol. 2020 Jun 10;11:1198
pubmed: 32587550
Neuropsychologia. 2006;44(11):2037-78
pubmed: 16580701
PLoS One. 2014 Oct 09;9(10):e109984
pubmed: 25299345
Lancet. 2006 Dec 16;368(9553):2167-78
pubmed: 17174709
Environ Int. 2016 Feb;87:56-65
pubmed: 26641520
PLoS One. 2019 May 31;14(5):e0217697
pubmed: 31150475
Biol Psychiatry. 2020 May 15;87(10):898-907
pubmed: 31987493
Front Public Health. 2016 Aug 05;4:157
pubmed: 27547751
Atmos Chem Phys. 2018;18(20):15003-15016
pubmed: 30930942
Annu Rev Psychol. 2013;64:135-68
pubmed: 23020641
Proc Natl Acad Sci U S A. 2011 Feb 15;108(7):2693-8
pubmed: 21262822
Lancet Neurol. 2014 Mar;13(3):330-8
pubmed: 24556010
Fiziol Cheloveka. 2012 Sep-Oct;38(5):5-15
pubmed: 23101235
Environ Health Perspect. 2018 Nov;126(11):112001
pubmed: 30457876
Trends Neurosci. 2009 Sep;32(9):506-16
pubmed: 19716187
Arch Clin Neuropsychol. 2007 Feb;22(2):151-60
pubmed: 17207962
Environ Health Perspect. 2015 Mar;123(3):264-70
pubmed: 25522338
JAMA Psychiatry. 2014 Jul 1;71(7):786-96
pubmed: 24828276
Sci Rep. 2020 Sep 2;10(1):14478
pubmed: 32879354
Curr Environ Health Rep. 2018 Sep;5(3):351-364
pubmed: 30008171
Front Psychol. 2011 Mar 16;2:39
pubmed: 21716604
Clin Sci (Lond). 2007 Jul;113(1):1-13
pubmed: 17536998
Neurotoxicology. 2017 Mar;59:140-154
pubmed: 26721665
J Glob Health. 2020 Jun;10(1):010417
pubmed: 32373333
Front Hum Neurosci. 2014 Oct 22;8:852
pubmed: 25374531
J Cogn Neurosci. 1997 Nov;9(6):835-47
pubmed: 23964603
Cogn Dev. 2018 Jul-Sep;47:63-70
pubmed: 30364616
Neurotoxicology. 2017 Mar;59:133-139
pubmed: 26610921
Adv Child Dev Behav. 2009;37:233-78
pubmed: 19673164
BMC Public Health. 2011 Apr 19;11:249
pubmed: 21504610
Environ Res. 2016 May;147:383-98
pubmed: 26945620
Cells. 2019 Aug 16;8(8):
pubmed: 31426422
Obstet Gynecol Sci. 2017 Nov;60(6):506-519
pubmed: 29184858
Environ Sci Technol. 2015 Jul 21;49(14):8576-84
pubmed: 26061488
Stat Med. 2010 Sep 20;29(21):2224-34
pubmed: 20812303
J Expo Anal Environ Epidemiol. 2004 Jul;14(4):323-9
pubmed: 15254479
Pharmacol Ther. 2020 Jun;210:107523
pubmed: 32165138
Atten Percept Psychophys. 2017 Aug;79(6):1726-1741
pubmed: 28597322
Psychopharmacology (Berl). 2008 Aug;199(3):439-56
pubmed: 18542931
Neuropsychology. 2013 Sep;27(5):537-45
pubmed: 23937480
Epidemiology. 2015 Jan;26(1):30-42
pubmed: 25286049
Sci Total Environ. 2020 Feb 1;702:134456
pubmed: 31734613
Ann Allergy Asthma Immunol. 2016 Apr;116(4):306-312.e1
pubmed: 26822280
Front Psychol. 2014 May 07;5:390
pubmed: 24847294
J Neurosci. 2016 Jun 1;36(22):6041-9
pubmed: 27251625
Brain Cogn. 2011 Dec;77(3):345-55
pubmed: 22032805
Salud Publica Mex. 2009 Mar-Apr;51(2):148-54
pubmed: 19377742
Neurotoxicology. 2019 Dec;75:105-115
pubmed: 31513824
Front Public Health. 2019 Dec 06;7:332
pubmed: 31867298
Exp Toxicol Pathol. 2013 Jul;65(5):503-11
pubmed: 22436577
Free Radic Biol Med. 2007 Oct 1;43(7):1023-36
pubmed: 17761298
Toxicol Pathol. 2008 Feb;36(2):289-310
pubmed: 18349428
Environ Res. 2020 Mar;182:109073
pubmed: 31881529
Am J Epidemiol. 2019 Nov 1;188(11):1913-1922
pubmed: 31497850
Int J Methods Psychiatr Res. 2011 Sep;20(3):145-56
pubmed: 22547297
Biol Psychiatry. 2019 Jan 15;85(2):107-121
pubmed: 30318336