Epigenome-Wide Associations of Placental DNA Methylation and Behavioral and Emotional Difficulties in Children at 3 Years of Age

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Epigenome-Wide Associations of Placental DNA Methylation and Behavioral and Emotional Difficulties in Children at 3 Years of Age. / Nakamura, Aurélie; Broséus, Lucile; Tost, Jörg; Vaiman, Daniel; Martins, Silvia; Keyes, Katherine; Bonello, Kim; Fekom, Mathilde; Strandberg-Larsen, Katrine; Sutter-Dallay, Anne Laure; Heude, Barbara; Melchior, Maria; Lepeule, Johanna.

I: International Journal of Molecular Sciences, Bind 24, Nr. 14, 11772, 2023.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

Harvard

Nakamura, A, Broséus, L, Tost, J, Vaiman, D, Martins, S, Keyes, K, Bonello, K, Fekom, M, Strandberg-Larsen, K, Sutter-Dallay, AL, Heude, B, Melchior, M & Lepeule, J 2023, 'Epigenome-Wide Associations of Placental DNA Methylation and Behavioral and Emotional Difficulties in Children at 3 Years of Age', International Journal of Molecular Sciences, bind 24, nr. 14, 11772. https://doi.org/10.3390/ijms241411772

APA

Nakamura, A., Broséus, L., Tost, J., Vaiman, D., Martins, S., Keyes, K., Bonello, K., Fekom, M., Strandberg-Larsen, K., Sutter-Dallay, A. L., Heude, B., Melchior, M., & Lepeule, J. (2023). Epigenome-Wide Associations of Placental DNA Methylation and Behavioral and Emotional Difficulties in Children at 3 Years of Age. International Journal of Molecular Sciences, 24(14), [11772]. https://doi.org/10.3390/ijms241411772

Vancouver

Nakamura A, Broséus L, Tost J, Vaiman D, Martins S, Keyes K o.a. Epigenome-Wide Associations of Placental DNA Methylation and Behavioral and Emotional Difficulties in Children at 3 Years of Age. International Journal of Molecular Sciences. 2023;24(14). 11772. https://doi.org/10.3390/ijms241411772

Author

Nakamura, Aurélie ; Broséus, Lucile ; Tost, Jörg ; Vaiman, Daniel ; Martins, Silvia ; Keyes, Katherine ; Bonello, Kim ; Fekom, Mathilde ; Strandberg-Larsen, Katrine ; Sutter-Dallay, Anne Laure ; Heude, Barbara ; Melchior, Maria ; Lepeule, Johanna. / Epigenome-Wide Associations of Placental DNA Methylation and Behavioral and Emotional Difficulties in Children at 3 Years of Age. I: International Journal of Molecular Sciences. 2023 ; Bind 24, Nr. 14.

Bibtex

@article{c708ab5c23594036997ce8902922cc89,
title = "Epigenome-Wide Associations of Placental DNA Methylation and Behavioral and Emotional Difficulties in Children at 3 Years of Age",
abstract = "The placenta is a key organ for fetal and brain development. Its epigenome can be regarded as a biochemical record of the prenatal environment and a potential mechanism of its association with the future health of the fetus. We investigated associations between placental DNA methylation levels and child behavioral and emotional difficulties, assessed at 3 years of age using the Strengths and Difficulties Questionnaire (SDQ) in 441 mother–child dyads from the EDEN cohort. Hypothesis-driven and exploratory analyses (on differentially methylated probes (EWAS) and regions (DMR)) were adjusted for confounders, technical factors, and cell composition estimates, corrected for multiple comparisons, and stratified by child sex. Hypothesis-driven analyses showed an association of cg26703534 (AHRR) with emotional symptoms, and exploratory analyses identified two probes, cg09126090 (intergenic region) and cg10305789 (PPP1R16B), as negatively associated with peer relationship problems, as well as 33 DMRs, mostly positively associated with at least one of the SDQ subscales. Among girls, most associations were seen with emotional difficulties, whereas in boys, DMRs were as much associated with emotional than behavioral difficulties. This study provides the first evidence of associations between placental DNA methylation and child behavioral and emotional difficulties. Our results suggest sex-specific associations and might provide new insights into the mechanisms of neurodevelopment.",
keywords = "child behavior, DNA methylation, DOHAD, epidemiology, EWAS, placenta, pregnancy",
author = "Aur{\'e}lie Nakamura and Lucile Bros{\'e}us and J{\"o}rg Tost and Daniel Vaiman and Silvia Martins and Katherine Keyes and Kim Bonello and Mathilde Fekom and Katrine Strandberg-Larsen and Sutter-Dallay, {Anne Laure} and Barbara Heude and Maria Melchior and Johanna Lepeule",
note = "Publisher Copyright: {\textcopyright} 2023 by the authors.",
year = "2023",
doi = "10.3390/ijms241411772",
language = "English",
volume = "24",
journal = "International Journal of Molecular Sciences (Online)",
issn = "1661-6596",
publisher = "MDPI AG",
number = "14",

}

RIS

TY - JOUR

T1 - Epigenome-Wide Associations of Placental DNA Methylation and Behavioral and Emotional Difficulties in Children at 3 Years of Age

AU - Nakamura, Aurélie

AU - Broséus, Lucile

AU - Tost, Jörg

AU - Vaiman, Daniel

AU - Martins, Silvia

AU - Keyes, Katherine

AU - Bonello, Kim

AU - Fekom, Mathilde

AU - Strandberg-Larsen, Katrine

AU - Sutter-Dallay, Anne Laure

AU - Heude, Barbara

AU - Melchior, Maria

AU - Lepeule, Johanna

N1 - Publisher Copyright: © 2023 by the authors.

PY - 2023

Y1 - 2023

N2 - The placenta is a key organ for fetal and brain development. Its epigenome can be regarded as a biochemical record of the prenatal environment and a potential mechanism of its association with the future health of the fetus. We investigated associations between placental DNA methylation levels and child behavioral and emotional difficulties, assessed at 3 years of age using the Strengths and Difficulties Questionnaire (SDQ) in 441 mother–child dyads from the EDEN cohort. Hypothesis-driven and exploratory analyses (on differentially methylated probes (EWAS) and regions (DMR)) were adjusted for confounders, technical factors, and cell composition estimates, corrected for multiple comparisons, and stratified by child sex. Hypothesis-driven analyses showed an association of cg26703534 (AHRR) with emotional symptoms, and exploratory analyses identified two probes, cg09126090 (intergenic region) and cg10305789 (PPP1R16B), as negatively associated with peer relationship problems, as well as 33 DMRs, mostly positively associated with at least one of the SDQ subscales. Among girls, most associations were seen with emotional difficulties, whereas in boys, DMRs were as much associated with emotional than behavioral difficulties. This study provides the first evidence of associations between placental DNA methylation and child behavioral and emotional difficulties. Our results suggest sex-specific associations and might provide new insights into the mechanisms of neurodevelopment.

AB - The placenta is a key organ for fetal and brain development. Its epigenome can be regarded as a biochemical record of the prenatal environment and a potential mechanism of its association with the future health of the fetus. We investigated associations between placental DNA methylation levels and child behavioral and emotional difficulties, assessed at 3 years of age using the Strengths and Difficulties Questionnaire (SDQ) in 441 mother–child dyads from the EDEN cohort. Hypothesis-driven and exploratory analyses (on differentially methylated probes (EWAS) and regions (DMR)) were adjusted for confounders, technical factors, and cell composition estimates, corrected for multiple comparisons, and stratified by child sex. Hypothesis-driven analyses showed an association of cg26703534 (AHRR) with emotional symptoms, and exploratory analyses identified two probes, cg09126090 (intergenic region) and cg10305789 (PPP1R16B), as negatively associated with peer relationship problems, as well as 33 DMRs, mostly positively associated with at least one of the SDQ subscales. Among girls, most associations were seen with emotional difficulties, whereas in boys, DMRs were as much associated with emotional than behavioral difficulties. This study provides the first evidence of associations between placental DNA methylation and child behavioral and emotional difficulties. Our results suggest sex-specific associations and might provide new insights into the mechanisms of neurodevelopment.

KW - child behavior

KW - DNA methylation

KW - DOHAD

KW - epidemiology

KW - EWAS

KW - placenta

KW - pregnancy

U2 - 10.3390/ijms241411772

DO - 10.3390/ijms241411772

M3 - Journal article

C2 - 37511531

AN - SCOPUS:85166237753

VL - 24

JO - International Journal of Molecular Sciences (Online)

JF - International Journal of Molecular Sciences (Online)

SN - 1661-6596

IS - 14

M1 - 11772

ER -

ID: 361445672