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多西他赛耐药前列腺癌细胞生物标志物的鉴定、特征及其功能

Identification and characterization of biomarkers and their functions for docetaxel-resistant prostate cancer cells.

作者信息

Deng Leihong, Gu Xiaopeng, Zeng Tao, Xu Fanghua, Dong Zhifeng, Liu Chao, Chao Haichao

机构信息

Medical Department of The Graduate School, Nanchang University, Nanchang, Jiangxi 330006, P.R. China.

Department of Orthopedics, Zhoushan Guhechuan Hospital, Zhoushan, Zhejang 316000, P.R. China.

出版信息

Oncol Lett. 2019 Sep;18(3):3236-3248. doi: 10.3892/ol.2019.10623. Epub 2019 Jul 16.

Abstract

Docetaxel treatment is a standard chemotherapy strategy for castration-resistant prostate cancer (CRPC), and patients with CRPC eventually develop resistance to treatment. However, little is understood regarding the underlying mechanism of resistance. The present study aimed to identify the underlying crucial genes and regulatory networks associated with docetaxel resistance in prostate cancer using bioinformatics analyses. For this purpose, one expression profile dataset (GSE33455), which included two docetaxel-sensitive and two docetaxel-resistant cell lines, was downloaded from the Gene Expression Omnibus database, and analyses of differential gene expression and function enrichment were performed. A protein-protein interaction (PPI) network was constructed, and the associated hub genes were investigated using the Search Tool for the Retrieval of Interacting Genes/Proteins and Cytoscape software. A total of 756 differentially expression genes (DEGs) were identified, including 509 downregulated and 247 upregulated genes. Enrichment analysis revealed that the DEGs were associated with the interferon-γ-mediated signaling pathway, protein binding, bicellular tight junctions and cancer pathways. Two modules were screened from the PPI network, and the corresponding genes were identified to be largely enriched in the interferon-γ-mediated signaling pathway and the negative regulators of the DExD/H-Box helicase 58/interferon induced with helicase C domain 1 signaling pathway, and enriched in cell-cell adhesion and the Rap1 signaling pathway. Among the ten hub genes, epidermal growth factor receptor, spleen tyrosine kinase (SYK), intracellular adhesion molecule 1 (ICAM1), interleukin (IL)6, CXC motif chemokine ligand 8 (CXCL8), cyclin dependent kinase 1 and CD44 molecule (CD44) were significantly differentially expressed in prostate cancer tissues compared with healthy tissues based on The Cancer Genome Atlas data. The Gene Expression Profiling Interactive Analysis database revealed that ICAM1 was positively associated with IL6 and CXCL8, and epidermal growth factor receptor was positively associated with CD44 and SYK. Additionally, ten hub genes, which were identified to be associated with the drug resistance of docetaxel in prostatic carcinoma in the present study, were predominantly associated with tumor progression and metastasis. Reverse transcription-quantitative PCR analysis performed on docetaxel-sensitive and docetaxel-resistant prostate cancer cell lines demonstrated that certain hub genes, including CDK1, 2'-5'-oligoadenylate synthetase 3, CXCL8 and CDH1, were highly expressed in the docetaxel-resistant cell lines, which confirmed the bioinformatics results. In conclusion, the present study identified a number of important genes that are associated with the molecular mechanism of docetaxel resistance by integrated bioinformatical analysis, and these genes and regulatory networks may assist with identifying potential gene therapy targets for CRPC. Further functional analyses are required to validate the current findings.

摘要

多西他赛治疗是去势抵抗性前列腺癌(CRPC)的标准化疗策略,而CRPC患者最终会对治疗产生耐药性。然而,关于耐药的潜在机制了解甚少。本研究旨在通过生物信息学分析确定前列腺癌中与多西他赛耐药相关的关键基因和调控网络。为此,从基因表达综合数据库下载了一个表达谱数据集(GSE33455),其中包括两个多西他赛敏感细胞系和两个多西他赛耐药细胞系,并进行了差异基因表达和功能富集分析。构建了蛋白质-蛋白质相互作用(PPI)网络,并使用检索相互作用基因/蛋白质的搜索工具和Cytoscape软件研究了相关的枢纽基因。共鉴定出756个差异表达基因(DEG),包括509个下调基因和247个上调基因。富集分析显示,DEG与干扰素-γ介导的信号通路、蛋白质结合、双细胞紧密连接和癌症通路相关。从PPI网络中筛选出两个模块,确定相应基因主要富集在干扰素-γ介导的信号通路和DExD/H-Box解旋酶58/螺旋酶C结构域1诱导的干扰素信号通路的负调控因子中,并富集在细胞-细胞黏附和Rap1信号通路中。基于癌症基因组图谱数据,在十个枢纽基因中,表皮生长因子受体、脾酪氨酸激酶(SYK)、细胞间黏附分子1(ICAM1)、白细胞介素(IL)6、CXC基序趋化因子配体8(CXCL8)、细胞周期蛋白依赖性激酶1和CD44分子(CD44)在前列腺癌组织中与健康组织相比有显著差异表达。基因表达谱交互式分析数据库显示,ICAM1与IL6和CXCL8呈正相关,表皮生长因子受体与CD44和SYK呈正相关。此外,本研究确定的与前列腺癌多西他赛耐药相关的十个枢纽基因主要与肿瘤进展和转移相关。对多西他赛敏感和耐药的前列腺癌细胞系进行的逆转录定量PCR分析表明,某些枢纽基因,包括CDK1、2'-5'-寡腺苷酸合成酶3、CXCL8和CDH1,在多西他赛耐药细胞系中高表达,这证实了生物信息学结果。总之,本研究通过综合生物信息学分析确定了一些与多西他赛耐药分子机制相关的重要基因,这些基因和调控网络可能有助于确定CRPC的潜在基因治疗靶点。需要进一步的功能分析来验证当前的发现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ace/6676406/c9a080c862b6/ol-18-03-3236-g00.jpg

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