Investigating the role of EGF-CFC gene family in recurrent pregnancy loss through bioinformatics and molecular approaches.

IF 2.1 4区 医学 Q3 ANDROLOGY Systems Biology in Reproductive Medicine Pub Date : 2021-12-01 Epub Date: 2021-09-09 DOI:10.1080/19396368.2021.1965673
João Matheus Bremm, Juliano André Boquett, Marcus Silva Michels, Thayne Woycinck Kowalski, Flávia Gobetti Gomes, Fernanda Sales Luiz Vianna, Maria Teresa Vieira Sanseverino, Lucas Rosa Fraga
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Abstract

ABSTRACT Recurrent pregnancy loss (RPL) is the most common reproductive failure, reaching 1-5% of women throughout their lives, and having unknown etiology in 50% of the cases. In humans, EGF-CFC1 (Epidermal Growth Factors & Cripto/FRL-1/Cryptic) gene family is composed by TDGF1 and CFC1, two developmental genes. The aim of this study was to investigate the role of EGF-CFC on RPL. To this, multiple approaches were performed; we conducted an expression analysis of TDGF1 and CFC1 using publicly available data from Gene Omnibus Expression (GEO), systems biology analyses and functional prediction; and a molecular analysis carried out in a case-control study. Our GEO analysis showed a decrease in TDGF1 expression in the endometrium (p=0.049) and CFC1 expression in placenta (p=0.015) of women with RPL. Network analysis, gene ontology and literature pointed to a strong connection between EGF-CFC1 gene family to pathways that play key roles during pregnancy, including TGF-β, c-Src/MAPK/AKT, Notch, TNFα, IFNγ and IL-6. A pathogenicity score developed for this gene family showed that the c.-14+1429T>C (rs3806702) variant in the TDGF1 and the p.Arg47Gln (rs201431919) variant in CFC1 gene would be the ones with the highest deleterious effect for RPL. In the case-control study, which involved 149 women with RPL and 159 controls, no statistical difference was observed in the allele and genotype distributions of the variants studied in the two groups. In this study, we performed extensive bioinformatics analysis for biomarker prioritization followed by experimental validation of proposed selected markers. Although there is no statistical difference in the frequencies of these variants between RPL and controls, the expression analysis results suggest that TDGF1 and CFC1 genes might play a role in RPL. In addition, systems biology analyzes raise the hypothesis that genes in other signaling pathways that may be related to RPL as good candidates for future studies. Abbreviations RPL: recurrent pregnancy loss; EGF-CFC1: Epidermal Growth Factors – Cripto/FRL-1; GEO: Gene Omnibus Expression; KEGG: Kyoto Encyclopedia of Genes and Genomes
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利用生物信息学和分子方法研究EGF-CFC基因家族在复发性妊娠丢失中的作用。
复发性妊娠丢失(RPL)是最常见的生殖失败,占女性一生的1-5%,其中50%的病例病因不明。在人类中,EGF-CFC1 (Epidermal Growth Factors & crypto /FRL-1/Cryptic)基因家族由TDGF1和CFC1这两个发育基因组成。本研究的目的是探讨EGF-CFC在RPL中的作用。为此,采取了多种方法;我们利用基因综合表达(GEO)、系统生物学分析和功能预测的公开数据对TDGF1和CFC1进行了表达分析;在病例对照研究中进行了分子分析。我们的GEO分析显示,RPL患者子宫内膜中TDGF1表达(p=0.049)和胎盘中CFC1表达(p=0.015)均有所下降。网络分析、基因本体论和文献表明,EGF-CFC1基因家族与TGF-β、c-Src/MAPK/AKT、Notch、TNFα、IFNγ和IL-6等在妊娠过程中发挥关键作用的通路密切相关。对该基因家族的致病性评分显示,TDGF1基因中的C -14+1429T>C (rs3806702)变异和CFC1基因中的p.a g47gln (rs201431919)变异对RPL的危害最大。在病例对照研究中,涉及149名RPL妇女和159名对照组,在两组研究的变异的等位基因和基因型分布中没有观察到统计学差异。在这项研究中,我们对生物标志物的优先级进行了广泛的生物信息学分析,然后对所选标记进行了实验验证。虽然RPL和对照组之间这些变异的频率没有统计学差异,但表达分析结果表明TDGF1和CFC1基因可能在RPL中发挥作用。此外,系统生物学分析提出了其他信号通路中可能与RPL相关的基因作为未来研究的良好候选者的假设。RPL:复发性妊娠丢失;EGF-CFC1:表皮生长因子- crypto /FRL-1;GEO:基因综合表达;京都基因和基因组百科全书。
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来源期刊
CiteScore
4.30
自引率
4.20%
发文量
27
审稿时长
>12 weeks
期刊介绍: Systems Biology in Reproductive Medicine, SBiRM, publishes Research Articles, Communications, Applications Notes that include protocols a Clinical Corner that includes case reports, Review Articles and Hypotheses and Letters to the Editor on human and animal reproduction. The journal will highlight the use of systems approaches including genomic, cellular, proteomic, metabolomic, bioinformatic, molecular, and biochemical, to address fundamental questions in reproductive biology, reproductive medicine, and translational research. The journal publishes research involving human and animal gametes, stem cells, developmental biology and toxicology, and clinical care in reproductive medicine. Specific areas of interest to the journal include: male factor infertility and germ cell biology, reproductive technologies (gamete micro-manipulation and cryopreservation, in vitro fertilization/embryo transfer (IVF/ET) and contraception. Research that is directed towards developing new or enhanced technologies for clinical medicine or scientific research in reproduction is of significant interest to the journal.
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