Ping Shengmin, Ma Chengbin, Liu Ping, Yang Longtao, Yang Xiaoer, Wu Qiongwei, Zhao Xuejun, Gong Bo
Department of Gynecology, Shanghai Changning Maternity and Infant Health Hospital, 773Wuyi Road, Shanghai, 200050, China.
Department of Clinical Laboratory, Shanghai Changning Maternity and Infant Health Hospital, Shanghai, 200050, China.
Arch Gynecol Obstet. 2016 Apr;293(4):797-804. doi: 10.1007/s00404-015-3875-y. Epub 2015 Sep 9.
To identify differentially expressed genes (DEGs) in endometriosis and further analyze molecular mechanisms implicated in disease pathogenesis.
Gene expression data (ID: GSE7846) of human endometrial endothelial cells (HEECs) collected from eutopic endometria tissue of patients with and without endometriosis were downloaded from Gene Expression Omnibus. DEGs were screened using Limma package, followed by enrichment analysis using clusterProfiler package in R. Thereafter, protein-protein interactions (PPIs) were analyzed using STRING (Search Tool for the Retrieval of Interacting Genes) database and visualized by Cytoscape software. Meanwhile, transcription factors were screened from the DEGs based on TRANSFA database, followed by construction of regulatory network using Cytoscape.
A total of 2255 up- and 408 down-regulated genes were identified in endometriosis patients as compared with control patients. Those DEGs were predominantly enriched in focal adhesion (e.g., FN1, EGF, FYN, EGFR, RAC1, CCND1 and JUN), regulation of actin cytoskeleton (e.g., FN1, EGF, EGFR, RAC1 and JUN) and MAPK signaling pathway (e.g., EGF, EGFR, RAC1, JUN, TGFB1 and MYC). Importantly, EGF, EGFR, JUN, FN1, RAC1, TGFB1, CCND1 and FYN were hub nodes in the PPI network. Additionally, TGFB1, SMAD1 and SMAD4 showed up-regulation in TGFB signaling pathway. Transcription factor MYC had a regulatory effect on the most DEGs, including TGFB1, RAC1 and CCND1.
Focal adhesion, regulation of actin cytoskeleton, MAPK and TGFB/SMAD signaling pathway may be important molecular mechanism underlying the pathogenesis of endometriosis.
鉴定子宫内膜异位症中差异表达基因(DEGs),并进一步分析与疾病发病机制相关的分子机制。
从基因表达综合数据库下载来自有或无子宫内膜异位症患者的在位内膜组织中收集的人子宫内膜内皮细胞(HEECs)的基因表达数据(ID:GSE7846)。使用Limma软件包筛选DEGs,随后在R中使用clusterProfiler软件包进行富集分析。此后,使用STRING(检索相互作用基因的搜索工具)数据库分析蛋白质-蛋白质相互作用(PPI),并通过Cytoscape软件进行可视化。同时,基于TRANSFA数据库从DEGs中筛选转录因子,随后使用Cytoscape构建调控网络。
与对照患者相比,在子宫内膜异位症患者中总共鉴定出2255个上调基因和408个下调基因。这些DEGs主要富集于粘着斑(如FN1、EGF、FYN、EGFR、RAC1、CCND1和JUN)、肌动蛋白细胞骨架调控(如FN1、EGF、EGFR、RAC1和JUN)和MAPK信号通路(如EGF、EGFR、RAC1、JUN、TGFB1和MYC)。重要的是,EGF、EGFR、JUN、FN1、RAC1、TGFB1、CCND1和FYN是PPI网络中的枢纽节点。此外,TGFB1、SMAD1和SMAD4在TGFB信号通路中上调。转录因子MYC对大多数DEGs具有调控作用,包括TGFB1、RAC1和CCND1。
粘着斑、肌动蛋白细胞骨架调控、MAPK和TGFB/SMAD信号通路可能是子宫内膜异位症发病机制的重要分子机制。