{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"institution":[{"name":"medRxiv"}],"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T12:06:12Z","timestamp":1768565172415,"version":"3.49.0"},"posted":{"date-parts":[[2023,4,7]]},"group-title":"Epidemiology","reference-count":59,"publisher":"openRxiv","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"accepted":{"date-parts":[[2023,4,7]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                <jats:sec>\n                  <jats:title>Background<\/jats:title>\n                  <jats:p>Prenatal indoor air pollution and maternal psychosocial factors have been associated with adverse psychopathology. We used environmental exposure mixture methodology to investigate joint effects of both exposure classes on child behavior trajectories.<\/jats:p>\n                <\/jats:sec>\n                <jats:sec>\n                  <jats:title>Methods<\/jats:title>\n                  <jats:p>\n                    For 360 children from the South African Drakenstein Child Health Study, we created trajectories of Child Behavior Checklist scores (24, 42, 60 months) using latent class linear mixed effects models. Indoor air pollutants and psychosocial factors were measured during pregnancy (2\n                    <jats:sup>nd<\/jats:sup>\n                    trimester). After adjusting for confounding, single-exposure effects (per natural log-1 unit increase) were assessed using polytomous logistic regression models; joint effects using self-organizing maps (SOM), and principal component (PC) analysis.\n                  <\/jats:p>\n                <\/jats:sec>\n                <jats:sec>\n                  <jats:title>Results<\/jats:title>\n                  <jats:p>\n                    High externalizing trajectory was associated with increased particulate matter (PM\n                    <jats:sub>10<\/jats:sub>\n                    ) exposure (OR [95%-CI]: 1.25 [1.01,1.55]) and SOM exposure profile most associated with smoking (2.67 [1.14,6.27]). Medium internalizing trajectory was associated with increased emotional intimate partner violence (2.66 [1.17,5.57]), increasing trajectory with increased benzene (1.24 [1.02,1.51]) and toluene (1.21 [1.02,1.44]) and the PC most correlated with benzene and toluene (1.25 [1.02, 1.54]).\n                  <\/jats:p>\n                <\/jats:sec>\n                <jats:sec>\n                  <jats:title>Conclusions<\/jats:title>\n                  <jats:p>Prenatal exposure to environmental pollutants and psychosocial factors was associated with internalizing and externalizing child behavior trajectories. Understanding joint effects of adverse exposure mixtures will facilitate targeted interventions to prevent childhood psychopathology.<\/jats:p>\n                <\/jats:sec>","DOI":"10.1101\/2023.04.07.23288289","type":"posted-content","created":{"date-parts":[[2023,4,7]],"date-time":"2023-04-07T17:30:14Z","timestamp":1680888614000},"source":"Crossref","is-referenced-by-count":2,"title":["Joint Effects of Indoor Air Pollution and Maternal Psychosocial Factors During Pregnancy on Trajectories of Early Childhood Psychopathology"],"prefix":"10.64898","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0265-1416","authenticated-orcid":false,"given":"Grace M.","family":"Christensen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michele","family":"Marcus","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aneesa","family":"Vanker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6695-3291","authenticated-orcid":false,"given":"Stephanie M.","family":"Eick","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Susan","family":"Malcolm-Smith","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5634-9290","authenticated-orcid":false,"given":"Shakira F.","family":"Suglia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Howard H.","family":"Chang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Heather J.","family":"Zar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dan J.","family":"Stein","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6005-417X","authenticated-orcid":false,"given":"Anke","family":"H\u00fcls","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"54368","reference":[{"key":"2023041010400512000_2023.04.07.23288289v1.1","doi-asserted-by":"publisher","DOI":"10.1038\/s41380-020-0648-1"},{"key":"2023041010400512000_2023.04.07.23288289v1.2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1744-6171.2004.tb00003.x"},{"key":"2023041010400512000_2023.04.07.23288289v1.3","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2850.2011.01743.x"},{"key":"2023041010400512000_2023.04.07.23288289v1.4","doi-asserted-by":"publisher","DOI":"10.2307\/3454543"},{"key":"2023041010400512000_2023.04.07.23288289v1.5","doi-asserted-by":"publisher","DOI":"10.1111\/jcpp.12371"},{"key":"2023041010400512000_2023.04.07.23288289v1.6","doi-asserted-by":"publisher","DOI":"10.3109\/00016340903473566"},{"key":"2023041010400512000_2023.04.07.23288289v1.7","unstructured":"Bruce N , Rehfuess E , Mehta S , Hutton G , Smith K. 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