Olivia Solomon , Karen Huen , Paul Yousefi , Leanne K. Küpers , Juan R. González , Matthew Suderman , Sarah E. Reese , Christian M. Page , Olena Gruzieva , Peter Rzehak , Lu Gao , Kelly M. Bakulski , Alexei Novoloaca , Catherine Allard , Irene Pappa , Maria Llambrich , Marta Vives , Dereje D. Jima , Tuomas Kvist , Andrea Baccarelli , Nina Holland
{"title":"新生儿和儿童表观基因组关联研究的荟萃分析显示,血液DNA甲基化存在广泛的性别差异","authors":"Olivia Solomon , Karen Huen , Paul Yousefi , Leanne K. Küpers , Juan R. González , Matthew Suderman , Sarah E. Reese , Christian M. Page , Olena Gruzieva , Peter Rzehak , Lu Gao , Kelly M. Bakulski , Alexei Novoloaca , Catherine Allard , Irene Pappa , Maria Llambrich , Marta Vives , Dereje D. Jima , Tuomas Kvist , Andrea Baccarelli , Nina Holland","doi":"10.1016/j.mrrev.2022.108415","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>Among children, sex-specific differences in disease prevalence, age of onset, and susceptibility have been observed in health conditions including asthma, immune response, metabolic health, some pediatric and adult cancers, and psychiatric disorders. Epigenetic modifications such as DNA methylation may play a role in the sexual differences observed in diseases and other physiological traits.</p></div><div><h3>Methods</h3><p>We performed a meta-analysis of the association of sex and cord blood DNA methylation at over 450,000 CpG sites in 8438 newborns from 17 cohorts participating in the Pregnancy And Childhood Epigenetics (PACE) Consortium. We also examined associations of child sex with DNA methylation in older children ages 5.5–10 years from 8 cohorts (n = 4268).</p></div><div><h3>Results</h3><p>In newborn blood, sex was associated at Bonferroni level significance with differences in DNA methylation at 46,979 autosomal CpG sites (<em>p</em> < 1.3 × 10<sup>−7</sup>) after adjusting for white blood cell proportions and batch. Most of those sites had lower methylation levels in males than in females. Of the differentially methylated CpG sites identified in newborn blood, 68% (31,727) met look-up level significance (<em>p</em> < 1.1 × 10<sup>−6</sup>) in older children and had methylation differences in the same direction.</p></div><div><h3>Conclusions</h3><p>This is a large-scale meta-analysis examining sex differences in DNA methylation in newborns and older children. Expanding upon previous studies, we replicated previous findings and identified additional autosomal sites with sex-specific differences in DNA methylation. Differentially methylated sites were enriched in genes involved in cancer, psychiatric disorders, and cardiovascular phenotypes.</p></div>","PeriodicalId":49789,"journal":{"name":"Mutation Research-Reviews in Mutation Research","volume":"789 ","pages":"Article 108415"},"PeriodicalIF":6.4000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623595/pdf/nihms-1829703.pdf","citationCount":"19","resultStr":"{\"title\":\"Meta-analysis of epigenome-wide association studies in newborns and children show widespread sex differences in blood DNA methylation\",\"authors\":\"Olivia Solomon , Karen Huen , Paul Yousefi , Leanne K. Küpers , Juan R. González , Matthew Suderman , Sarah E. Reese , Christian M. Page , Olena Gruzieva , Peter Rzehak , Lu Gao , Kelly M. Bakulski , Alexei Novoloaca , Catherine Allard , Irene Pappa , Maria Llambrich , Marta Vives , Dereje D. Jima , Tuomas Kvist , Andrea Baccarelli , Nina Holland\",\"doi\":\"10.1016/j.mrrev.2022.108415\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><p>Among children, sex-specific differences in disease prevalence, age of onset, and susceptibility have been observed in health conditions including asthma, immune response, metabolic health, some pediatric and adult cancers, and psychiatric disorders. Epigenetic modifications such as DNA methylation may play a role in the sexual differences observed in diseases and other physiological traits.</p></div><div><h3>Methods</h3><p>We performed a meta-analysis of the association of sex and cord blood DNA methylation at over 450,000 CpG sites in 8438 newborns from 17 cohorts participating in the Pregnancy And Childhood Epigenetics (PACE) Consortium. We also examined associations of child sex with DNA methylation in older children ages 5.5–10 years from 8 cohorts (n = 4268).</p></div><div><h3>Results</h3><p>In newborn blood, sex was associated at Bonferroni level significance with differences in DNA methylation at 46,979 autosomal CpG sites (<em>p</em> < 1.3 × 10<sup>−7</sup>) after adjusting for white blood cell proportions and batch. Most of those sites had lower methylation levels in males than in females. Of the differentially methylated CpG sites identified in newborn blood, 68% (31,727) met look-up level significance (<em>p</em> < 1.1 × 10<sup>−6</sup>) in older children and had methylation differences in the same direction.</p></div><div><h3>Conclusions</h3><p>This is a large-scale meta-analysis examining sex differences in DNA methylation in newborns and older children. Expanding upon previous studies, we replicated previous findings and identified additional autosomal sites with sex-specific differences in DNA methylation. Differentially methylated sites were enriched in genes involved in cancer, psychiatric disorders, and cardiovascular phenotypes.</p></div>\",\"PeriodicalId\":49789,\"journal\":{\"name\":\"Mutation Research-Reviews in Mutation Research\",\"volume\":\"789 \",\"pages\":\"Article 108415\"},\"PeriodicalIF\":6.4000,\"publicationDate\":\"2022-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623595/pdf/nihms-1829703.pdf\",\"citationCount\":\"19\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mutation Research-Reviews in Mutation Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1383574222000059\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mutation Research-Reviews in Mutation Research","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1383574222000059","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
Meta-analysis of epigenome-wide association studies in newborns and children show widespread sex differences in blood DNA methylation
Background
Among children, sex-specific differences in disease prevalence, age of onset, and susceptibility have been observed in health conditions including asthma, immune response, metabolic health, some pediatric and adult cancers, and psychiatric disorders. Epigenetic modifications such as DNA methylation may play a role in the sexual differences observed in diseases and other physiological traits.
Methods
We performed a meta-analysis of the association of sex and cord blood DNA methylation at over 450,000 CpG sites in 8438 newborns from 17 cohorts participating in the Pregnancy And Childhood Epigenetics (PACE) Consortium. We also examined associations of child sex with DNA methylation in older children ages 5.5–10 years from 8 cohorts (n = 4268).
Results
In newborn blood, sex was associated at Bonferroni level significance with differences in DNA methylation at 46,979 autosomal CpG sites (p < 1.3 × 10−7) after adjusting for white blood cell proportions and batch. Most of those sites had lower methylation levels in males than in females. Of the differentially methylated CpG sites identified in newborn blood, 68% (31,727) met look-up level significance (p < 1.1 × 10−6) in older children and had methylation differences in the same direction.
Conclusions
This is a large-scale meta-analysis examining sex differences in DNA methylation in newborns and older children. Expanding upon previous studies, we replicated previous findings and identified additional autosomal sites with sex-specific differences in DNA methylation. Differentially methylated sites were enriched in genes involved in cancer, psychiatric disorders, and cardiovascular phenotypes.
期刊介绍:
The subject areas of Reviews in Mutation Research encompass the entire spectrum of the science of mutation research and its applications, with particular emphasis on the relationship between mutation and disease. Thus this section will cover advances in human genome research (including evolving technologies for mutation detection and functional genomics) with applications in clinical genetics, gene therapy and health risk assessment for environmental agents of concern.