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Kristjansson D, Lee Y, Page CM, Gjessing H, Magnus MC, Jugessur A, Lyle R, Håberg SE. Sex differences in DNA methylation variations according to ART conception-evidence from the Norwegian mother, father, and child cohort study. Sci Rep 2024; 14:22904. [PMID: 39358554 PMCID: PMC11447267 DOI: 10.1038/s41598-024-73845-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 09/20/2024] [Indexed: 10/04/2024] Open
Abstract
Previous studies have shown cord-blood DNA methylation differences in newborns conceived using assisted reproductive technologies (ART) compared to those conceived naturally. However, whether these ART-related DNA methylation differences vary with children's sex is unknown. We hypothesize that the DNA methylation differences in cord blood between ART-conceived and naturally conceived newborns also varies by the sex of the child, with distinct patterns of differential methylation present in males and females. We investigated sex differences in cord-blood DNA methylation variation according to conception by ART using the Illumina MethylationEPIC platform, comparing 456 ART-conceived versus 507 naturally-conceived girls, and 503 ART-conceived and 473 naturally-conceived boys. We identified 37 differentially methylated CpGs according to ART-conception among girls, and 70 differentially methylated CpGs according to ART-conception among boys, when we used a 1% false discovery rate to account for multiple testing. Ten CpGs were differentially methylated according to conception by ART in both sexes. Among the genes that were associated with these CpGs, we found the BRCA1; NBR2 gene (two CpGs) was hypermethylated in girls while the APC2 (two CpGs) and NECAB3;ACTL10, (four CpGs) related to cellular signaling were hypomethylated in boys. These findings confirm the presence of sex-specific epigenetic differences, illustrating the nuanced impact of ART on the fetal epigenome. There is a need for further explorations into the implications for sex-specific developmental trajectories and health outcomes in ART-conceived children.
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Affiliation(s)
- Dana Kristjansson
- Center for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postboks 222, 0213, Oslo, Norway.
- Department of Genetics and Bioinformatics, Norwegian Institute of Public Health, Oslo, Norway.
| | - Yunsung Lee
- Center for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postboks 222, 0213, Oslo, Norway
| | - Christian M Page
- Center for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postboks 222, 0213, Oslo, Norway
- Department of Physical Health and Ageing, Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Håkon Gjessing
- Center for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postboks 222, 0213, Oslo, Norway
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Maria C Magnus
- Center for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postboks 222, 0213, Oslo, Norway
| | - Astanand Jugessur
- Center for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postboks 222, 0213, Oslo, Norway
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Robert Lyle
- Center for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postboks 222, 0213, Oslo, Norway
- Department of Medical Genetics, Oslo University Hospital, Oslo, Norway
| | - Siri E Håberg
- Center for Fertility and Health, Norwegian Institute of Public Health, Skøyen, Postboks 222, 0213, Oslo, Norway
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
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Stern JE, Farland LV, Hwang SS, Dukhovny D, Coddington CC, Cabral HJ, Missmer SA, Declercq E, Diop H. Assisted Reproductive Technology or Infertility: What underlies adverse outcomes? Lessons from the Massachusetts Outcome Study of Assisted Reproductive Technology. F&S REVIEWS 2022; 3:242-255. [PMID: 36505962 PMCID: PMC9733832 DOI: 10.1016/j.xfnr.2022.06.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Numerous studies have demonstrated that assisted reproductive technology (ART: defined here as including only in vitro fertilization and related technologies) is associated with increased adverse pregnancy, neonatal, and childhood developmental outcomes, even in singletons. The comparison group for many had often been a fertile population that conceived without assistance. The Massachusetts Outcome Study of Assisted Reproductive Technology (MOSART) was initiated to define a subfertile population with which to compare ART outcomes. Over more than 10 years, we have used the MOSART database to study pregnancy abnormalities and delivery complications but also to evaluate ongoing health of women, infants, and children. This article will review studies from MOSART in the context of how they compare with those of other investigations. We will present MOSART studies that identified the influence of ART and subfertility/infertility on adverse pregnancy (pregnancy hypertensive disorder, gestational diabetes, placental abnormality) and delivery (preterm birth, low birthweight) outcomes as well as on maternal and child hospitalizations. We will provide evidence that although subfertility/infertility increases the risk of adverse outcomes, there is additional risk associated with the use of ART. Studies exploring the contribution of placental abnormalities as one factor adding to this increased ART-associated risk will be described.
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Affiliation(s)
- Judy E. Stern
- Department of Obstetrics & Gynecology, Dartmouth-Hitchcock and the Geisel School of Medicine at Dartmouth
| | - Leslie V. Farland
- Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona
| | - Sunah S. Hwang
- Section of Neonatology, Department of Pediatrics, University of Colorado School of Medicine
| | - Dmitry Dukhovny
- Department of Pediatrics, Oregon Health & Science University
| | - Charles C. Coddington
- Department of Obstetrics & Gynecology, Carolinas Medical Center, University of North Carolina
| | - Howard J. Cabral
- Department of Biostatistics, Boston University School of Public Health
| | - Stacey A. Missmer
- Department of Obstetrics, Gynecology, and Reproductive Biology, College of Human Medicine, Michigan State University
| | - Eugene Declercq
- Department of Community Health Sciences, Boston University School of Public Health
| | - Hafsatou Diop
- Division of MCH Research and Analysis, Massachusetts Department of Public Health
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Wang K, Ji X, Li T. Gender difference in functional activity of 4-months-old infants during sleep: A functional near-infrared spectroscopy study. Front Psychiatry 2022; 13:1046821. [PMID: 36741561 PMCID: PMC9889544 DOI: 10.3389/fpsyt.2022.1046821] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Accepted: 11/28/2022] [Indexed: 01/20/2023] Open
Abstract
Sex differences emerge early in infancy. A number of earlier studies have investigated the resting-state network of infant sleep states, and there have been many studies using functional near-infrared spectroscopy (fNIRS) to examine the effects of infant language learning on changes in oxyhemoglobin and deoxyhemoglobin levels. However, studies examining sex differences from the resting-state network of infant sleep states are scarce. This study uses an open access dataset of task-free hemodynamic activity in 4-month-old infants during sleep by fNIRS, to identify some difference between male and female infants. We used Power Spectral Density showing at which frequencies the data variation/variance is high. We have also analyzed some gender differences by analyzing the relationship between individual channels, the degree of activation, etc. The results of this study showed that female and male infants had different Power Spectral Density for oxyhemoglobin and deoxyhemoglobin at rest, showing stronger differences at frontoparietal network, somatomotor network, visual network and dorsal network. This may be due to the differences in the timing or extent of development of those networks. These differences will provide some assistance in future studies of the early education of male and female infants.
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Affiliation(s)
- Kai Wang
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China.,College of Computer Science, Chongqing University, Chongqing, China
| | - Xiang Ji
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Ting Li
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
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