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对携带EGFR激活突变的黑色素瘤患者肿瘤样本中赋予耐药性的基因表达改变进行生物信息学分析。

Bioinformatics analysis of gene expression alterations conferring drug resistance in tumor samples from melanoma patients with EGFR-activating mutations.

作者信息

Yu Yang, Wang Xueer, Li Qinglin, Zhang Min, Xu Pengcheng, Chen Yinghua, Yan Yuan, Zhang Lin

机构信息

Department of Histology and Embryology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China.

出版信息

Oncol Lett. 2018 Jan;15(1):635-641. doi: 10.3892/ol.2017.7330. Epub 2017 Nov 2.

Abstract

Melanoma is a highly malignant tumor of the skin melanocytes. Patients with this cancer have a high frequency (~50%) of oncogenic mutations, particularly BRAF V600E. Treatments for melanoma often target mutations or involve mitogen-activated protein kinase kinase/extracellular signal-regulated kinase inhibitors. A major challenge in melanoma treatment is resistance to inhibitor treatment, which may be enhanced by the mutation itself and/or epidermal growth factor receptor (EGFR) activation, leading to poor prognosis. However, no effective clinical treatment exists for patients with EGFR-activating feedback. The aim of the present study was to analyze gene expression changes in tumors from patients with EGFR-activating mutations during development of drug resistance. RNA-seq data was downloaded from the Gene Expression Omnibus (GEO) database for pre- and post-treatment tumor samples from three melanoma patients with EGFR-activating BRAF V600E mutations, and from The Cancer Genome Atlas (TCGA) melanoma database for tumor and non-tumor samples from patients with the BRAF V600E mutation and unknown EGFR activation status. Using functional enrichment and KEGG pathway analyses, the present study analyzed differentially expressed genes (DEGs) between pre- vs. post-treatment data from the GEO database and tumor or non-tumor sample data from the TCGA database. The results of the present study indicated that functional and structural changes to the plasma membrane may be associated with drug resistance. The present study identified 9 DEGs that were significantly different between tumor and non-tumor samples and also between prior to and following treatment. Thus, it was confirmed that patients with EGFR-activating BRAF V600E mutations undergo gene expression changes during disease development, and during therapy. These findings may provide potential directions for melanoma-specific therapy.

摘要

黑色素瘤是一种皮肤黑素细胞的高度恶性肿瘤。患有这种癌症的患者致癌突变频率很高(约50%),尤其是BRAF V600E。黑色素瘤的治疗通常针对突变或涉及丝裂原活化蛋白激酶激酶/细胞外信号调节激酶抑制剂。黑色素瘤治疗中的一个主要挑战是对抑制剂治疗的耐药性,这可能会因突变本身和/或表皮生长因子受体(EGFR)激活而增强,导致预后不良。然而,对于具有EGFR激活反馈的患者,目前尚无有效的临床治疗方法。本研究的目的是分析在耐药性发展过程中,具有EGFR激活突变的患者肿瘤中的基因表达变化。从基因表达综合数据库(GEO)下载了来自三名具有EGFR激活BRAF V600E突变的黑色素瘤患者治疗前和治疗后肿瘤样本的RNA测序数据,并从癌症基因组图谱(TCGA)黑色素瘤数据库下载了具有BRAF V600E突变且EGFR激活状态未知的患者的肿瘤和非肿瘤样本数据。本研究使用功能富集和KEGG通路分析,分析了GEO数据库中治疗前与治疗后数据之间以及TCGA数据库中肿瘤或非肿瘤样本数据之间的差异表达基因(DEG)。本研究结果表明,质膜的功能和结构变化可能与耐药性有关。本研究确定了9个在肿瘤和非肿瘤样本之间以及治疗前后有显著差异的DEG。因此,证实了具有EGFR激活BRAF V600E突变的患者在疾病发展过程中和治疗期间会发生基因表达变化。这些发现可能为黑色素瘤特异性治疗提供潜在方向。

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