PMID- 34921822 OWN - NLM STAT- MEDLINE DCOM- 20220330 LR - 20220401 IS - 1096-0953 (Electronic) IS - 0013-9351 (Linking) VI - 206 DP - 2022 Apr 15 TI - Pre- and postnatal exposure to multiple ambient air pollutants and child behavioral problems at five years of age. PG - 112526 LID - S0013-9351(21)01827-2 [pii] LID - 10.1016/j.envres.2021.112526 [doi] AB - Ambient air pollution is emerging as a risk factor for adverse neurological symptoms and early childhood diseases. This study aimed to evaluate the association between pre- and postnatal exposure to air pollutants and childhood behavior by using MOCEH prospective birth cohort data. In total, 353 mother-child pairs at birth, who completed child behavioral assessments using the Korean version of the Child Behavior Checklist at five years of age, were included in the study. Multivariate linear regression (MLR) for single pollutant and Bayesian kernel machine regression (BKMR) for multiple pollutants were conducted. MLR analysis showed that air pollutant exposures during the first trimester were significantly associated with the internalizing problems score after adjusting for covariates. The estimates were 0.19 (0.05-0.32) per 1 mug/m(3) increase in PM(2.5), 0.13 (0.04-0.22) per 1 mug/m(3) increase in PM(10), and 0.20 (0.02-0.37) per 1 ppb increase in NO(2). The BKMR model analysis revealed that the overall effects of multiple air pollutants during the first trimester of pregnancy and 0-6 months of the infantile period were significantly associated with behavioral problems. Boys showed a stronger associations than girls. Taken together, these results showed that the first trimester of pregnancy and 0-6 months of the infantile period were important for air pollutant exposure because exposure at these periods was associated with behavioral problems in 5-year-old children. Future efforts are required to control air pollution levels and reduce the health burden of vulnerable populations, including pregnant women and children. CI - Copyright (c) 2021 Elsevier Inc. All rights reserved. FAU - Shin, Jiyoung AU - Shin J AD - Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Environmental Medicine, Graduate Program in System Health Science and Engineering, College of Medicine, Ewha Womans University, Seoul, Republic of Korea. FAU - Park, Hyesook AU - Park H AD - Department of Preventive Medicine, Graduate Program in System Health Science and Engineering, College of Medicine, Ewha Womans University, Seoul, Republic of Korea. FAU - Kim, Hae Soon AU - Kim HS AD - Department of Pediatrics, College of Medicine, Ewha Womans University, Seoul, Republic of Korea. FAU - Kim, Eui-Jung AU - Kim EJ AD - Department of Psychiatry, College of Medicine, Ewha Womans University, Seoul, Republic of Korea. FAU - Kim, Kyoung-Nam AU - Kim KN AD - Department of Preventive Medicine and Public Health, Ajou University School of Medicine, Suwon, Republic of Korea. FAU - Hong, Yun-Chul AU - Hong YC AD - Department of Human Systems Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea. FAU - Ha, Mina AU - Ha M AD - Department of Preventive Medicine, College of Medicine, Dankook University, Cheonan, Republic of Korea. FAU - Kim, Yangho AU - Kim Y AD - Department of Occupational and Environmental Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Republic of Korea. FAU - Ha, Eunhee AU - Ha E AD - Department of Environmental Medicine, Graduate Program in System Health Science and Engineering, College of Medicine, Ewha Womans University, Seoul, Republic of Korea. Electronic address: eunheeha@ewha.ac.kr. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20211216 PL - Netherlands TA - Environ Res JT - Environmental research JID - 0147621 RN - 0 (Air Pollutants) RN - 0 (Environmental Pollutants) RN - 0 (Particulate Matter) SB - IM MH - *Air Pollutants/analysis MH - *Air Pollution/adverse effects/analysis MH - Bayes Theorem MH - Child, Preschool MH - Environmental Exposure/analysis MH - *Environmental Pollutants/analysis MH - Female MH - Humans MH - Infant, Newborn MH - Male MH - Particulate Matter/analysis/toxicity MH - Pregnancy MH - *Problem Behavior MH - Prospective Studies EDAT- 2021/12/19 06:00 MHDA- 2022/03/31 06:00 CRDT- 2021/12/18 20:13 PHST- 2021/10/08 00:00 [received] PHST- 2021/11/30 00:00 [revised] PHST- 2021/12/04 00:00 [accepted] PHST- 2021/12/19 06:00 [pubmed] PHST- 2022/03/31 06:00 [medline] PHST- 2021/12/18 20:13 [entrez] AID - S0013-9351(21)01827-2 [pii] AID - 10.1016/j.envres.2021.112526 [doi] PST - ppublish SO - Environ Res. 2022 Apr 15;206:112526. doi: 10.1016/j.envres.2021.112526. Epub 2021 Dec 16.