Department of Bioinformatics and Biotechnology, Government College University, Faisalabad, Pakistan.
College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China.
PLoS One. 2021 Jul 22;16(7):e0254678. doi: 10.1371/journal.pone.0254678. eCollection 2021.
Extramammary Paget's disease (EMPD) is an intra-epidermal adenocarcinoma. Till now, the mechanisms underlying the pathogenesis of scrotal EMPD is poorly known. This present study aims to explore the knowledge of molecular mechanism of scrotal EMPD by identifying the hub genes and candidate drugs using integrated bioinformatics approaches. Firstly, the microarray datasets (GSE117285) were downloaded from the GEO database and then analyzed using GEO2R in order to obtain differentially expressed genes (DEGs). Moreover, hub genes were identified on the basis of their degree of connectivity using Cytohubba plugin of cytoscape tool. Finally, GEPIA and DGIdb were used for the survival analysis and selection of therapeutic candidates, respectively. A total of 786 DEGs were identified, of which 10 genes were considered as hub genes on the basis of the highest degree of connectivity. After the survival analysis of ten hub genes, a total of 5 genes were found to be altered in EMPD patients. Furthermore, 14 drugs of CHEK1, CCNA2, and CDK1 were found to have therapeutic potential against EMPD. This study updates the information and yields a new perspective in the context of understanding the pathogenesis of EMPD. In future, hub genes and candidate drugs might be capable of improving the personalized detection and therapies for EMPD.
乳房外 Paget 病 (EMPD) 是一种表皮内腺癌。到目前为止,阴囊 EMPD 的发病机制尚不清楚。本研究旨在通过整合生物信息学方法,鉴定关键基因和候选药物,探讨阴囊 EMPD 的分子发病机制。首先,从 GEO 数据库中下载微阵列数据集 (GSE117285),然后使用 GEO2R 进行分析,以获得差异表达基因 (DEGs)。此外,基于 Cytoscape 工具的 Cytohubba 插件,根据连通度确定关键基因。最后,分别使用 GEPIA 和 DGIdb 进行生存分析和治疗候选物的选择。共鉴定出 786 个 DEGs,其中根据最高连通度确定了 10 个关键基因。对 10 个关键基因进行生存分析后,发现 5 个基因在 EMPD 患者中发生改变。此外,还发现 CHEK1、CCNA2 和 CDK1 的 14 种药物对 EMPD 具有治疗潜力。本研究更新了信息,并在理解 EMPD 发病机制方面提供了新的视角。未来,关键基因和候选药物可能能够提高 EMPD 的个性化检测和治疗效果。