Integrative network analysis of differentially methylated regions to study the impact of gestational weight gain on maternal metabolism and fetal-neonatal growth.

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-03-25 eCollection Date: 2024-01-01 DOI:10.1590/1678-4685-GMB-2023-0203
Perla Pizzi Argentato, João Victor da Silva Guerra, Liania Alves Luzia, Ester Silveira Ramos, Mariana Maschietto, Patrícia Helen de Carvalho Rondó
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Abstract

Integrative network analysis (INA) is important for identifying gene modules or epigenetically regulated molecular pathways in diseases. This study evaluated the effect of excessive gestational weight gain (EGWG) on INA of differentially methylated regions, maternal metabolism and offspring growth. Brazilian women from "The Araraquara Cohort Study" with adequate pre-pregnancy body mass index were divided into EGWG (n=30) versus adequate gestational weight gain (AGWG, n=45) groups. The methylome analysis was performed on maternal blood using the Illumina MethylationEPIC BeadChip. Fetal-neonatal growth was assessed by ultrasound and anthropometry, respectively. Maternal lipid and glycemic profiles were investigated. Maternal triglycerides-TG (p=0.030) and total cholesterol (p=0.014); fetus occipito-frontal diameter (p=0.005); neonate head circumference-HC (p=0.016) and thoracic perimeter (p=0.020) were greater in the EGWG compared to the AGWG group. Multiple linear regression analysis showed that maternal DNA methylation was associated with maternal TG and fasting insulin, fetal abdominal circumference, and fetal and neonate HC. The DMRs studied were enriched in 142 biological processes, 21 molecular functions,and 17 cellular components with terms directed for the fatty acids metabolism. Three DMGMs were identified:COL3A1, ITGA4 and KLRK1. INA targeted chronic diseases and maternal metabolism contributing to an epigenetic understanding of the involvement of GWG in maternal metabolism and fetal-neonatal growth.

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通过对不同甲基化区域的整合网络分析,研究妊娠体重增加对母体代谢和胎儿-新生儿生长的影响。
整合网络分析(INA)对于确定疾病中的基因模块或表观遗传调控分子通路非常重要。本研究评估了妊娠体重增加过多(EGWG)对不同甲基化区域的INA、母体代谢和后代生长的影响。来自 "阿拉瓜拉队列研究 "的巴西妇女在怀孕前体重指数充足,她们被分为妊娠体重增加过多组(30 人)和妊娠体重增加充足组(45 人)。使用 Illumina MethylationEPIC BeadChip 对母体血液进行甲基组分析。胎儿和新生儿的生长情况分别通过超声波和人体测量法进行评估。对母体血脂和血糖概况进行了调查。与 AGWG 组相比,EGWG 组的母体甘油三酯-TG(p=0.030)和总胆固醇(p=0.014)、胎儿枕额径(p=0.005)、新生儿头围-HC(p=0.016)和胸围(p=0.020)更大。多元线性回归分析表明,母体 DNA 甲基化与母体 TG 和空腹胰岛素、胎儿腹围以及胎儿和新生儿 HC 相关。所研究的 DMRs 在 142 个生物过程、21 个分子功能和 17 个细胞成分中富集,其中的术语针对脂肪酸代谢。发现了三个 DMGMs:COL3A1、ITGA4 和 KLRK1。INA 以慢性疾病和母体代谢为研究对象,有助于人们从表观遗传学角度了解 GWG 对母体代谢和胎儿-新生儿生长的影响。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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