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基于基因表达综合数据库(GEO)数据的生物信息学分析:恩杂鲁胺耐药前列腺癌细胞系中潜在关键基因和通路的鉴定。

Identification of Potential Key Genes and Pathways in Enzalutamide-Resistant Prostate Cancer Cell Lines: A Bioinformatics Analysis with Data from the Gene Expression Omnibus (GEO) Database.

机构信息

Department of Nuclear Medicine, The Second Affiliated Hospital of Xi'an Jiaotong University, Shaanxi 710004, China.

Department of Urology, The Second Affiliated Hospital of Xi'an Jiaotong University, Shaanxi 710004, China.

出版信息

Biomed Res Int. 2020 Jul 16;2020:8341097. doi: 10.1155/2020/8341097. eCollection 2020.

DOI:10.1155/2020/8341097
PMID:32724813
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7382728/
Abstract

Enzalutamide (ENZ) has been approved for the treatment of advanced prostate cancer (PCa), but some patients develop ENZ resistance initially or after long-term administration. Although a few key genes have been discovered by previous efforts, the complete mechanisms of ENZ resistance remain unsolved. To further identify more potential key genes and pathways in the development of ENZ resistance, we employed the GSE104935 dataset, including 5 ENZ-resistant (ENZ-R) and 5 ENZ-sensitive (ENZ-S) PCa cell lines, from the Gene Expression Omnibus (GEO) database. Integrated bioinformatics analyses were conducted, such as analysis of differentially expressed genes (DEGs), Gene Ontology (GO) enrichment analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, protein-protein interaction (PPI) analysis, gene set enrichment analysis (GSEA), and survival analysis. From these, we identified 201 DEGs (93 upregulated and 108 downregulated) and 12 hub genes (AR, ACKR3, GPER1, CCR7, NMU, NDRG1, FKBP5, NKX3-1, GAL, LPAR3, F2RL1, and PTGFR) that are potentially associated with ENZ resistance. One upregulated pathway (hedgehog pathway) and seven downregulated pathways (pathways related to androgen response, p53, estrogen response, TNF-, TGF-, complement, and pancreas cells) were identified as potential key pathways involved in the occurrence of ENZ resistance. Our findings may contribute to further understanding the molecular mechanisms of ENZ resistance and provide some clues for the prevention and treatment of ENZ resistance.

摘要

恩扎卢胺 (ENZ) 已被批准用于治疗晚期前列腺癌 (PCa),但一些患者最初或长期服用后会产生 ENZ 耐药性。尽管之前的研究已经发现了一些关键基因,但 ENZ 耐药性的完整机制仍未解决。为了进一步确定 ENZ 耐药性发展过程中更多潜在的关键基因和途径,我们使用了 GEO 数据库中的 GSE104935 数据集,其中包括 5 个 ENZ 耐药 (ENZ-R) 和 5 个 ENZ 敏感 (ENZ-S) 的 PCa 细胞系。进行了综合的生物信息学分析,如差异表达基因 (DEGs) 分析、GO 富集分析、KEGG 通路富集分析、蛋白质-蛋白质相互作用 (PPI) 分析、基因集富集分析 (GSEA) 和生存分析。从中我们鉴定出 201 个 DEGs(93 个上调和 108 个下调)和 12 个枢纽基因(AR、ACKR3、GPER1、CCR7、NMU、NDRG1、FKBP5、NKX3-1、GAL、LPAR3、F2RL1 和 PTGFR),它们可能与 ENZ 耐药性相关。一个上调的通路(Hedgehog 通路)和七个下调的通路(与雄激素反应、p53、雌激素反应、TNF-、TGF-、补体和胰腺细胞相关的通路)被鉴定为可能涉及 ENZ 耐药性发生的关键通路。我们的研究结果可能有助于进一步了解 ENZ 耐药性的分子机制,并为预防和治疗 ENZ 耐药性提供一些线索。

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