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系统生物信息学方法揭示了与肺癌中获得性 EGFR 靶向治疗耐药相关的新型基因表达特征。

Systematic bioinformatic approaches reveal novel gene expression signatures associated with acquired resistance to EGFR targeted therapy in lung cancer.

机构信息

Division of Genetics, Department of Biology, Faculty of Science, University of Isfahan, Isfahan, Iran.

Division of Genetics, Department of Biology, Faculty of Science, University of Isfahan, Isfahan, Iran.

出版信息

Gene. 2018 Aug 15;667:62-69. doi: 10.1016/j.gene.2018.04.077. Epub 2018 May 11.

DOI:10.1016/j.gene.2018.04.077
PMID:29758295
Abstract

OBJECTIVES

Human non-small cell lung cancer (NSCLC) that harbors activating mutations in epidermal growth factor receptor (EGFR) initially responds to treatment with EGFR tyrosine kinase inhibitors (TKIs) such as gefitinib and erlotinib but eventually tumor cells acquire resistance. To date, several gene expression profiles have been reported in TKIs-resistant EGFR-mutant NSCLC. The objective of this study is to identify robust gene expression signatures, biological processes, and promising overcoming targets for TKIs-resistant EGFR-mutant NSCLC.

MATERIALS AND METHODS

Five publicly available microarray datasets were integrated by performing two network-based meta-analyses following by protein-protein interaction (PPI) network and gene set enrichment analysis.

RESULTS AND CONCLUSION

According to our meta-analyses, 830 and 1286 genes were differentially expressed in the TKIs-resistant EGFR-mutant NSCLC cell lines compared to TKIs-sensitive EGFR-mutant NSCLC cell lines in the absence and presence of TKIs treatment, respectively. PPI network analysis identified ESR1 and ELAVL1 to be the most highly ranked hub genes involved in the NSCLC acquired TKI-resistance. Moreover, gene set enrichment analyses indicated that up-regulated genes are mainly distributed in hallmarks "Glycolysis", some "E2F targets". Down-regulated genes mainly contribute to hallmarks "interferon alpha response", "interferon gamma response", and also "E2F targets". For the first time, this study has demonstrated several robust candidate genes and pathways of the NSCLC acquired TKI-resistance. Further experimental verifications are highly recommended to examine our findings.

摘要

目的

携表皮生长因子受体(EGFR)激活突变的人类非小细胞肺癌(NSCLC)最初对 EGFR 酪氨酸激酶抑制剂(TKI)如吉非替尼和厄洛替尼治疗有反应,但最终肿瘤细胞会产生耐药性。迄今为止,已有几种基因表达谱在 TKI 耐药的 EGFR 突变型 NSCLC 中被报道。本研究旨在确定稳健的基因表达特征、生物学过程和有前途的 TKI 耐药 EGFR 突变型 NSCLC 克服靶点。

材料和方法

通过进行两次基于网络的荟萃分析,整合了五个公开的微阵列数据集,然后进行蛋白质-蛋白质相互作用(PPI)网络和基因集富集分析。

结果和结论

根据我们的荟萃分析,在没有和存在 TKI 治疗的情况下,TKI 耐药的 EGFR 突变型 NSCLC 细胞系与 TKI 敏感的 EGFR 突变型 NSCLC 细胞系相比,分别有 830 和 1286 个基因表达差异。PPI 网络分析确定 ESR1 和 ELAVL1 为与 NSCLC 获得 TKI 耐药性相关的最具排名的枢纽基因。此外,基因集富集分析表明,上调基因主要分布在标志“糖酵解”、一些“E2F 靶标”中。下调基因主要有助于标志“干扰素α反应”、“干扰素γ反应”,也有助于“E2F 靶标”。本研究首次证明了 NSCLC 获得 TKI 耐药性的几个稳健的候选基因和途径。强烈建议进行进一步的实验验证,以检验我们的发现。

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