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生物信息学分析表明,CYP2C9是肝癌的潜在预后标志物,也是适合进行其机制研究的肝癌细胞系。

Bioinformatic analysis reveals CYP2C9 as a potential prognostic marker for HCC and liver cancer cell lines suitable for its mechanism study.

作者信息

Shuaichen Liu, Guangyi Wang

机构信息

Department of Hepatobiliary & Pancreas Surgery, The First Hospital, Jilin University, Changchun, Jilin 130021, China.

出版信息

Cell Mol Biol (Noisy-le-grand). 2018 May 30;64(7):70-74.

Abstract

Hepatocellular carcinoma (HCC) is a common cancer and the sixth most lethal malignancy in the world. We chose gene expression profile of GSE14520 from GEO database aiming to find key genes that affect HCC progression. 22 paired tumor and non-tumor samples were included in this analysis. Differentially expressed genes (DEGs) between tumor and non-tumor were selected using GEO2R. Gene ontology (GO) enrichment and protein-protein interaction (PPI) of the DEGs were done using Metascape. There were 357 DEGs, including 70 up-regulated genes and 287 down-regulated genes. These DEGs were enriched in drug metabolic process, organic acid catabolic process, monocarboxylic metabolic process and etc. Three important modules were detected from PPI network using Molecular Complex Detection (MCODE) algorithm. Moreover, the Kaplan-Meier analysis for overall survival and disease-free survival were applied to those genes in top PPI group. In conclusion, this bioinformatic analysis demonstrated that DEGs, such as CYP2C9, might promote the development of HCC, especially in drug metabolism. It could also be used as a new biomarker for diagnosis.

摘要

肝细胞癌(HCC)是一种常见的癌症,也是全球第六大致命性恶性肿瘤。我们从基因表达综合数据库(GEO)中选取了GSE14520的基因表达谱,旨在寻找影响HCC进展的关键基因。本分析纳入了22对肿瘤和非肿瘤样本。使用GEO2R筛选肿瘤与非肿瘤之间的差异表达基因(DEG)。利用Metascape对DEG进行基因本体(GO)富集和蛋白质-蛋白质相互作用(PPI)分析。共得到357个DEG,其中包括70个上调基因和287个下调基因。这些DEG富集于药物代谢过程、有机酸分解代谢过程、一元羧酸代谢过程等。使用分子复合物检测(MCODE)算法从PPI网络中检测到三个重要模块。此外,对PPI组中排名靠前的基因进行了总生存期和无病生存期的Kaplan-Meier分析。总之,本生物信息学分析表明,CYP2C9等DEG可能促进HCC的发展,尤其是在药物代谢方面。它也可作为一种新的诊断生物标志物。

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