Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai, China.
Sci Rep. 2017 Sep 5;7(1):10570. doi: 10.1038/s41598-017-11029-y.
Hepatocellular carcinoma (HCC) is one of the top three cancer killers worldwide. To identify CNV-driven differentially expressed genes (DEGs) in HBV related HCC, this study integrated analysis of copy number variations (CNVs) and gene expression profiling. Significant genes in regions of CNVs were overlapped with those obtained from the expression profiling. 93 CNV-driven genes exhibiting increased expression in the duplicated regions and 45 showing decreased expression in the deleted regions were obtained, which duplications and deletions were mainly documented at chromosome 1 and 4. Functional and pathway enrichment analyses were performed using DAVID and KOBAS, respectively. They were mainly enriched in metabolic process and cell cycle. Protein-protein interaction (PPI) network was constructed by Cytoscape, then four hub genes were identified. Following, survival analyses indicated that only high NPM1 expression was significantly and independently associated with worse survival and increased recurrence in HCC patients. Moreover, this correlation remained significant in patients with early stage of HCC. In addition, we showed that NPM1 was overexpressed in HCC cells and in HCC versus adjacent non-tumor tissues. In conclusion, these results showed that integrated analysis of genomic and expression profiling might provide a powerful potential for identifying CNV-driven genes in HBV related HCC pathogenesis.
肝细胞癌 (HCC) 是全球三大癌症杀手之一。为了鉴定乙型肝炎病毒相关 HCC 中与拷贝数变异 (CNV) 相关的差异表达基因 (DEGs),本研究整合了拷贝数变异 (CNVs) 和基因表达谱分析。在 CNV 区域中显著的基因与从表达谱中获得的基因重叠。获得了 93 个在 CNV 区域中表达增加的 CNV 驱动基因和 45 个在缺失区域中表达减少的基因,这些重复和缺失主要发生在 1 号和 4 号染色体上。分别使用 DAVID 和 KOBAS 进行功能和通路富集分析。它们主要富集在代谢过程和细胞周期中。通过 Cytoscape 构建蛋白质-蛋白质相互作用 (PPI) 网络,然后鉴定出四个枢纽基因。随后,生存分析表明,只有高 NPM1 表达与 HCC 患者的生存不良和复发增加显著相关,且这种相关性在 HCC 早期患者中仍然显著。此外,我们表明 NPM1 在 HCC 细胞和 HCC 与相邻非肿瘤组织中过度表达。总之,这些结果表明,基因组和表达谱的综合分析可能为鉴定乙型肝炎病毒相关 HCC 发病机制中的 CNV 驱动基因提供有力的潜力。