TY - JOUR
T1 - The long-term impact of elevated C-reactive protein levels during pregnancy on brain morphology in late childhood
AU - Suleri, Anna
AU - Blok, Elisabet
AU - Durkut, Melisa
AU - Rommel, Anna Sophie
AU - Witte, Lot de
AU - Jaddoe, Vincent
AU - Bergink, Veerle
AU - White, Tonya
N1 - Funding Information:
Funding NIH grant: 1R01MH124776-01A1.
Funding Information:
The Generation R Study is conducted by the Erasmus Medical Center in close collaborations with the School of Law and Faculty of Social Sciences of the Erasmus University Rotterdam, the Municipal Health Service Rotterdam area, Rotterdam, the Rotterdam Homecare Foundation, Rotterdam and the Stichting Trombosedienst and Artsenlaboratorium Rijnmond (STAR-MDC), Rotterdam. We gratefully acknowledge the contribution of children and parents, general practitioners, hospitals, midwives, and pharmacies in Rotterdam. The general design of the Generation R Study is made possible by financial support from the Erasmus Medical Center, Rotterdam, the Netherlands, the Organization for Health Research and Development (ZonMw) and the Ministry of Health, Welfare and Sport. The work of TW was supported by the Netherlands Organization for Health Research and Development (ZonMw) TOP project number 9121102. The work of EB was supported by the Sophia Children's Hospital Research Foundation (SSWO) Project #S18-68, #S20-48. Funding NIH grant: 1R01MH124776-01A1. T.W. and V.B. conceptualized the study. A.J.S. E.B. and T.W. developed the research plan together. A.J.S. wrote the initial draft of the paper and conducted the statistical analyses. E.B. M.D. A.S.R. L.D.W. V.W.V.J. V.B. and T.W. critically reviewed the paper and edited later iterations of the paper. V.B. and T.W. supervised the project. All authors approved the final submission.
Funding Information:
The general design of the Generation R Study is made possible by financial support from the Erasmus Medical Center , Rotterdam, the Netherlands, the Organization for Health Research and Development (ZonMw) and the Ministry of Health, Welfare and Sport. The work of TW was supported by the Netherlands Organization for Health Research and Development (ZonMw) TOP project number 9121102. The work of EB was supported by the Sophia Children’s Hospital Research Foundation (SSWO) Project #S18-68, #S20-48.
Publisher Copyright:
© 2022 The Author(s)
PY - 2022/7
Y1 - 2022/7
N2 - Importance: Animal studies show that Maternal Immune Activation (MIA) may have detrimental effects on fetal brain development. Clinical studies provide evidence for structural brain abnormalities in human neonates following MIA, but no study has investigated the long-term effects of MIA (as measured with biomarkers) on human brain morphology ten years after the exposure. Objective: Our aim was to evaluate the long-term impact of MIA on brain morphology in 10-year-old children, including the possible mediating role of gestational age at birth. Design: We leveraged data from Generation R, a large-scale prospective pregnancy cohort study. Pregnant women were included between 2002 and 2006, and their children were invited to participate in the MRI study between 2013 and 2015. To be included, mother-child dyads had to have data on maternal C-reactive protein levels during gestation and a good quality MRI-scan of the child's brain at age 10 years. Of the 3,992 children scanned, a total of 2,053 10-year-old children were included in this study. Exposure: Maternal C-reactive protein was measured in the first 18 weeks of gestation. For the analyses we used both a continuous approach as well as a categorical approach based on clinical cut-offs to determine if there was a dose-response relationship. Main outcomes and measures: High-resolution MRI brain morphology measures were used as the primary outcome. Gestational age at birth, established using ultrasound, was included as a mediator using a causal mediation analysis. Corrections were made for relevant confounders and multiple comparisons. Biological sex was investigated as moderator. Results: We found a direct association between continuous MIA and lower cerebellar volume. In girls, we demonstrated a negative indirect association between continuous MIA and total brain volume, through the mediator gestational age at birth. We observed no associations with categorical MIA after multiple testing correction. Conclusion and relevance: Our results suggest sex-specific long-term effects in brain morphology after MIA. Categorical analyses suggest that this association might be driven by acute infections or other sources of severe inflammation, which is of clinical relevance given that the COVID-19 pandemic is currently affecting millions of pregnant women worldwide.
AB - Importance: Animal studies show that Maternal Immune Activation (MIA) may have detrimental effects on fetal brain development. Clinical studies provide evidence for structural brain abnormalities in human neonates following MIA, but no study has investigated the long-term effects of MIA (as measured with biomarkers) on human brain morphology ten years after the exposure. Objective: Our aim was to evaluate the long-term impact of MIA on brain morphology in 10-year-old children, including the possible mediating role of gestational age at birth. Design: We leveraged data from Generation R, a large-scale prospective pregnancy cohort study. Pregnant women were included between 2002 and 2006, and their children were invited to participate in the MRI study between 2013 and 2015. To be included, mother-child dyads had to have data on maternal C-reactive protein levels during gestation and a good quality MRI-scan of the child's brain at age 10 years. Of the 3,992 children scanned, a total of 2,053 10-year-old children were included in this study. Exposure: Maternal C-reactive protein was measured in the first 18 weeks of gestation. For the analyses we used both a continuous approach as well as a categorical approach based on clinical cut-offs to determine if there was a dose-response relationship. Main outcomes and measures: High-resolution MRI brain morphology measures were used as the primary outcome. Gestational age at birth, established using ultrasound, was included as a mediator using a causal mediation analysis. Corrections were made for relevant confounders and multiple comparisons. Biological sex was investigated as moderator. Results: We found a direct association between continuous MIA and lower cerebellar volume. In girls, we demonstrated a negative indirect association between continuous MIA and total brain volume, through the mediator gestational age at birth. We observed no associations with categorical MIA after multiple testing correction. Conclusion and relevance: Our results suggest sex-specific long-term effects in brain morphology after MIA. Categorical analyses suggest that this association might be driven by acute infections or other sources of severe inflammation, which is of clinical relevance given that the COVID-19 pandemic is currently affecting millions of pregnant women worldwide.
KW - Children
KW - Infections
KW - Inflammation
KW - Maternal immune activation
KW - Neurodevelopment
KW - Pediatric population neuroimaging
KW - Structural MRI
UR - http://www.scopus.com/inward/record.url?scp=85128190777&partnerID=8YFLogxK
U2 - 10.1016/j.bbi.2022.03.018
DO - 10.1016/j.bbi.2022.03.018
M3 - Article
C2 - 35378231
AN - SCOPUS:85128190777
SN - 0889-1591
VL - 103
SP - 63
EP - 72
JO - Brain, Behavior, and Immunity
JF - Brain, Behavior, and Immunity
ER -