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Uncovering Potential Roles of Differentially Expressed Genes Upstream Regulators and Canonical Pathways in Endometriosis Using an In Silico Genomics Approach

机译:使用计算机基因组学方法揭示子宫内膜异位症中差异表达基因上游调节子和规范途径的潜在作用

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摘要

Endometriosis is characterized by ectopic endometrial tissue implantation, mostly within the peritoneum, and affects women in their reproductive age. Studies have been done to clarify its etiology, but the precise molecular mechanisms and pathophysiology remain unclear. We downloaded genome-wide mRNA expression and clinicopathological data of endometriosis patients and controls from NCBI’s Gene Expression Omnibus, after a systematic search of multiple independent studies comprising 156 endometriosis patients and 118 controls to identify causative genes, risk factors, and potential diagnostic/therapeutic biomarkers. Comprehensive gene expression meta-analysis, pathway analysis, and gene ontology analysis was done using a bioinformatics-based approach. We identified 1590 unique differentially expressed genes (129 upregulated and 1461 downregulated) mapped by IPA as biologically relevant. The top upregulated genes were , , , , , , , and , and the top downregulated ones were , , , , , , , , and . The most perturbed canonical pathways were mitotic roles of Polo-like kinase, role of Checkpoint kinase proteins in cell cycle checkpoint control, and ATM signaling. Protein–protein interaction analysis showed a strong network association among FOS, EGR1, ZFP36, and JUNB. These findings provide a thorough understanding of the molecular mechanism of endometriosis, identified biomarkers, and represent a step towards the future development of novel diagnostic and therapeutic options.
机译:子宫内膜异位症的特征是异位子宫内膜组织植入,主要是在腹膜内进行,并影响了育龄妇女。已经进行了研究以阐明其病因,但是确切的分子机制和病理生理学仍不清楚。在对包括156个子宫内膜异位患者和118个对照的多项独立研究进行系统搜索之后,我们从NCBI的Gene Expression Omnibus下载了子宫内膜异位患者和对照的全基因组mRNA表达和临床病理学数据,以鉴定致病基因,危险因素和潜在的诊断/治疗生物标志物。使用基于生物信息学的方法对基因表达进行了全面的荟萃分析,途径分析和基因本体分析。我们确定了IPA定位的1590个独特的差异表达基因(129个上调和1461个下调)与生物学相关。上调最高的基因是,,,,,和,而下调最高的基因是,,,,,和。最受干扰的规范途径是Polo样激酶的有丝分裂作用,细胞周期检查点控制中Checkpoint激酶蛋白的作用以及ATM信号传导。蛋白质-蛋白质相互作用分析显示FOS,EGR1,ZFP36和JUNB之间有很强的网络联系。这些发现为子宫内膜异位症的分子机制,已鉴定的生物标志物提供了透彻的理解,并代表了朝着新的诊断和治疗选择的未来发展迈出的一步。

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