Bioinformatics Analysis of Differentially Expressed Genes, Methylated Genes, and miRNAs in Unexplained Recurrent Spontaneous Abortion

被引:20
作者
Chen, Hengxi [1 ,2 ]
Cheng, Shuting [3 ]
Liu, Chang [1 ,2 ]
Fu, Jing [1 ,2 ]
Huang, Wei [1 ,2 ]
机构
[1] Sichuan Univ, West China Univ Hosp 2, Dept Obstet & Gynecol, 20,3rd Sect,South Rennin Rd, Chengdu 610041, Sichuan, Peoples R China
[2] Sichuan Univ, Key Lab Birth Defects & Related Dis Women & Child, Minist Educ, Chengdu, Sichuan, Peoples R China
[3] Sichuan Univ, NHC Key Lab Chronobiol, West China Sch Basic Med Sci & Forens Med, Chengdu, Sichuan, Peoples R China
关键词
bioinformatics analysis; gene expression; methylation; miRNA; unexplained recurrent spontaneous abortion; DNA METHYLATION; PREGNANCY; POLYMORPHISMS; MISCARRIAGE; INVOLVEMENT; TARGET; IMMUNE;
D O I
10.1089/cmb.2019.0158
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Approximately half of the unexplained recurrent spontaneous abortions remain unexplained (URSAs). We aimed to provide novel insights into the biological characteristics and related pathways of differentially expressed genes (DE-genes), DE-methylated genes, and DE-miRNAs in URSA, and construct a molecular miRNAs-mRNAs network. Four data sets (GSE22490, GSE121950, GSE73025, and GSE43256) were gained from GEO data sets. We identified the DE-genes, DE-methylated genes, and DE-miRNAs using the LIMMA package in R software. Function and enrichment analyses were conducted using DAVID. A protein-protein network was performed by STRING. We predicted the target genes of DE-miRNA using DIANA-microT-CDS. Then, we constructed miRNAs-mRNAs network. There were 137 genes that overlapped in two expression profile data sets (GSE121950 and GSE22490). We found 10 overlapping DE-methylated genes and DE-genes with opposite expression alteration trends. All those 10 genes were hypermethylated lowly expressed genes. Pathway analysis illustrated that DE-genes were enriched in osteoclast differentiation, leishmaniasis, NF-kappa B signaling pathway, Toll-like receptor signaling pathway, and tuberculosis. Based on protein-protein interaction analysis, TLR8, TLR2, CD86, TLR4, IL10, CD163, FCGR1A, CXCL8, FCGR3A, HCK, PLEK, and MNDA were identified as hub genes for DE-genes. We screened out 47 DE-miRNAs and 42 overlapping DE-genes between predicted target genes of DE-miRNAs and the 137 DE-genes. We then constructed miRNAs-mRNAs network. This study identified several genes and miRNAs involved in the development and progression of URSA, including FCGR1A, FCGR3A, CXCL8, HCK, PLEK, IL10, hsa-miR-498, and hsa-miR-4530. Although further in vivo and in vitro validations are required, our results may provide a theoretical basis for future studies.
引用
收藏
页码:1418 / 1426
页数:9
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