基础医学与临床 ›› 2023, Vol. 43 ›› Issue (6): 960-966.doi: 10.16352/j.issn.1001-6325.2023.06.0960

• 研究论文 • 上一篇    下一篇

人肝癌细胞系HepG2和Huh7中的基因组拷贝数变异分析

冀梦蝶1, 苑赞2, 卞晓翠1, 杨玉容1, 郭鑫1, 王琦1, 陈阳1*   

  1. 1.中国医学科学院基础医学研究所 北京协和医学院基础学院 生物化学与分子生物学系医学分子生物学国家重点实验室, 北京 100005;
    2.华中农业大学 信息学院 农业生物信息湖北省重点实验室,湖北 武汉 430070
  • 收稿日期:2023-03-07 修回日期:2023-04-19 出版日期:2023-06-05 发布日期:2023-05-31
  • 通讯作者: *yc@ibms.pumc.edu.cn
  • 基金资助:
    中国医学科学院中央级公益性科研院所基本科研业务费(2021-RC310-007)

Analysis of genomic copy number variations in human hepatocellular carcinoma cell lines HepG2 and Huh7

JI Mengdie1, YUAN Zan2, BIAN Xiaocui1, YANG Yurong1, GUO Xin1, WANG Qi1, CHEN Yang1*   

  1. 1. State Key Laboratory of Medical Molecular Biology, Department of Biochemistry and Molecular Biology, Institute of Basic Medical Sciences CAMS, School of Basic Medicine PUMC, Beijing 100005;
    2. Agricultural Bioinformatics Key Laboratory of Hubei Province, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China
  • Received:2023-03-07 Revised:2023-04-19 Online:2023-06-05 Published:2023-05-31
  • Contact: *yc@ibms.pumc.edu.cn

摘要: 目的 利用人肝细胞癌拷贝数变异和转录组实验,结合临床公共数据,探索肝细胞癌的拷贝数变异对肝癌发生发展的影响。方法 用光学基因组图谱技术识别肝癌细胞系HepG2和Huh7中的拷贝数变异,随后分析两种细胞系拷贝数变异基因的功能,并根据富集通路绘制蛋白质相互作用网络。选取两个细胞系核心网络中的关键基因,分析肝细胞癌拷贝数变异与基因表达之间的关系。GEPIA数据库分析基因表达与患者临床生存的关系。用RNA-seq实验和公共数据验证基因的表达水平。结果 HepG2细胞主要存在拷贝数增加,相关基因富集在雌激素信号通路、金黄色葡萄球菌感染等通路;Huh7细胞系中既有拷贝数增加又有减少,相关基因主要富集嗅觉传导、细胞因子-细胞因子受体相互作用等通路。关键基因SRC、MAPK3和MAP3K7拷贝数与基因表达成正比,并且高表达这些基因的患者生存期显著降低(P<0.05)。相比于HEK293T细胞系,SRC、MAP3K7基因在两个肝癌细胞系的表达显著升高(P<0.001),提示了肝细胞癌的特异性变异,MAPK3无差异。结论 肝细胞癌拷贝数变异基因SRC、MAP3K7的表达与患者的预后显著相关,可能影响肝细胞癌的发生发展和异质性。

关键词: 肝细胞癌, 拷贝数变异, 光学基因组图谱技术, 基因表达

Abstract: Objective To explore the effect of copy number variation on the occurrence and development of hepatocellular carcinoma by using copy number variation and transcriptome experiment of hepatocellular carcinoma combined with public clinical data. Methods The copy number variation found in hepatoma cell lines HepG2 and Huh7 was identified by optical genome mapping. The function of the copy number variant genes in the two cell lines was analyzed, and the protein interaction network was mapped according to the enrichment pathway. Key genes in the core network of two cell lines were selected to analyze the relationship between copy number variation and gene expression in hepatocellular carcinoma. The relationship between gene expression and clinical survival was analyzed by GEPIA database. RNA-seq assay and public data were used to verify gene expression levels. Results HepG2 cells mainly showed increased copy number, and related genes were enriched in estrogen signaling pathway and Staphylococcus aureus infection pathway. Huh7 cells showed both increased and decreased copy number, and related genes mainly concentrated in olfactory conduction and cytokine-cytokine receptor interaction pathways. The copy number of key genes SRC, MAPK3 and MAP3K7 was proportional to gene expression, and survival was significantly reduced in patients with high expression of these genes (P<0.05). Compared with HEK293T cell line, the expression of SRC and MAP3K7 genes in the two hepatocellular carcinoma lines was significantly increased(P<0.001), suggesting the specific variation of hepatocellular carcinoma. MAPK3 had no difference. Conclusions The expression of copy number variant genes SRC and MAP3K7 in hepatocellular carcinoma is significantly correlated with the prognosis of patients, and may significantly affect the development and heterogeneity of hepatocellular carcinoma.

Key words: hepatocellular carcinoma, copy number variation, optical genome mapping, gene expression

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