Evidence mapPaperPMID 41740871Full record

ArticleBrain, behavior, and immunity2026

Maternal inflammation and oxidative stress during pregnancy in relation to early childhood neurodevelopment.

Seonyoung Park, Deborah J Watkins, Sung Kyun Park, Bhramar Mukherjee, Wei Hao, Gredia Huerta Montañez, Zaira Y Rosario Pabón, Carmen M Vélez Vega, José F Cordero, Akram Alshawabkeh and 1 more

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Article in Brain, behavior, and immunity, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Seonyoung ParkDepartment of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.
Deborah J WatkinsDepartment of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.
Sung Kyun ParkDepartment of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA; Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.
Bhramar MukherjeeDepartment of Biostatistics, Yale University School of Public Health, New Haven, CT 06510, USA.
Wei HaoDepartment of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.
Gredia Huerta MontañezDepartment of Civil and Environmental Engineering, Northeastern University, Boston, MA 02115, USA.
Zaira Y Rosario PabónDepartment of Civil and Environmental Engineering, Northeastern University, Boston, MA 02115, USA.
Carmen M Vélez VegaDepartment of Social Sciences, UPR Medical Sciences Campus, University of Puerto Rico Graduate School of Public Health, San Juan, PR 00921, USA.
José F CorderoDepartment of Epidemiology and Biostatistics, University of Georgia, Athens, GA 30606, USA.
Akram AlshawabkehDepartment of Civil and Environmental Engineering, Northeastern University, Boston, MA 02115, USA.
John D MeekerDepartment of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA. Electronic address: meekerj@umich.edu.

Funding

Research Experiences and Training Coordination CoreP42ES017198 · NIEHS · NORTHEASTERN UNIVERSITY · PI Akram N Alshawabkeh · 2022 to 2024
$15.3M
ECHO-PROTECT Cohort Study Site in Puerto RicoUH3OD023251 · NORTHEASTERN UNIVERSITY · 2025 to 2025
$3.9M
Pilot Project ProgramP30ES017885 · UNIVERSITY OF MICHIGAN AT ANN ARBOR · 2025 to 2025
$1.4M
NIEHS NIH HHS P30 ES017885NIEHS NIH HHS P42 ES017198NIEHS NIH HHS P50 ES026049NIH HHS UH3 OD023251
6 · The paper itself

Abstract

backgroundPregnancy is a critical period for fetal brain development. Previous animal studies suggest that maternal immune activation can lead to long-term neurodevelopmental issues in offspring. Inflammation and oxidative stress are key upstream pathways leading to immune activation, and both can be triggered by multiple environmental and social stressors. However, a limited number of epidemiological studies have examined the associations of maternal inflammation and oxidative stress during pregnancy with child neurodevelopment.

methodsWe used data from the PROTECT birth cohort in Puerto Rico, including 193 mother-child pairs for inflammation analyses and 247 pairs for oxidative stress analyses, to evaluate associations with early childhood neurodevelopment (ages 1 year to 3 years). Maternal serum concentrations of inflammation biomarkers were measured up to two times during pregnancy (median 18 and 27 weeks gestation), while urinary markers of oxidative stress were measured up to three times (median 18, 23, and 27 weeks). Child neurodevelopment was assessed between ages 1 and 3 years using the Battelle Developmental Inventory-2 Spanish edition (BDI-2), which evaluates adaptive, cognitive, communication, personal-social, and motor domains. Linear mixed-effects models with subject-specific random intercepts were used to account for repeated outcome measurements, while adjusting for potential confounders. Additionally, effect modifications by child sex, age, and gestational timing of biomarker measurements were explored.

resultsMultiple associations were observed between maternal inflammation biomarkers and BDI-2 outcomes. For instance, a doubling in maternal matrix metalloproteinase-1 (MMP1) was associated with a 2.16% lower (95% CI: -3.44, -0.87) adaptive domain score, indicating poorer performance in this domain. We also noted sex-specific findings-generally stronger among males-in both the inflammation and oxidative stress analyses. For example, a doubling of free 8-iso-prostaglandin-F2α (IsoP) concentrations was significantly associated with lower adaptive (-2.96%, 95% CI: -5.43, -0.49) and personal-social (-3.21%, 95% CI: -5.35, -1.07) domain scores among male children, but not among female children. Several gestational timing- and child-age-specific associations were also identified, particularly in the oxidative stress analyses. Overall, the negative association between maternal oxidative stress and BDI-2 tended to be stronger at the third gestational visit (∼27 weeks of gestation) and at older child ages for most observed associations.

conclusionThese findings suggest that gestational inflammation and oxidative stress may adversely affect early neurodevelopment, with associations potentially modified by gestational timing, child age, and child sex. Future research should prioritize investigating the mediating roles of inflammation and oxidative stress in the relationship between multiple stressors during pregnancy and child neurodevelopment.

Indexed as

Child DevelopmentInflammationOxidative StressPrenatal Exposure Delayed EffectsAdultBiomarkersChild, PreschoolDevelopmental Origins of Health and DiseaseFemaleHumansInfantMaleNeurodevelopmentPregnancyPuerto RicoBiomarkersInflammationNeurodevelopmentOxidative stressPregnancy

Identifiers

PMID41740871
PMCPMC13307287

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.