生物学杂志 ›› 2021, Vol. 38 ›› Issue (1): 8-.doi: 10.3969/j.issn.2095-1736.2021.01.008

• 研究报告 • 上一篇    下一篇

基于基因组规模代谢模型探究影响肝癌细胞生长的关键基因

  

  1. 上海交通大学Bio-X研究院 遗传发育与精神神经疾病教育部重点实验室, 上海 200030
  • 出版日期:2021-02-18 发布日期:2021-02-22
  • 通讯作者: 王卓,博士,副教授,研究方向为生物信息学-系统生物学,E-mail:zhuowang@sjtu.edu.cn
  • 作者简介:徐轶舟,硕士研究生,专业方向为生物信息学、代谢网络分析,E-mail:faustx@sjtu.edu.cn
  • 基金资助:
    国家重点研发计划 (2017YFC0908105);国家自然科学基金面上项目(32070679)

Investigation of key genes for hepatocellular carcinoma tumor cell growth based on genome-scale metabolic model#br#

  1. Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai 200030, China
  • Online:2021-02-18 Published:2021-02-22

摘要: 基于全基因组规模代谢模型的模拟分析已被成功应用于探索包括癌症在内的多种疾病的发生机制,通过模拟基因敲除对肿瘤细胞生长的影响,鉴别关键代谢重编程节点。通过分析肝细胞肝癌(Hepatocellular carcinoma, HCC)不同于正常肝细胞的代谢差异,发现AKG能够调节肿瘤生长,是潜在的抗癌药物靶点;而TECR在HCC细胞中的重要性降低使其成为潜在的抗肿瘤位点。HCC肝癌细胞在胆固醇合成通路上存在代谢重编程:DHCR24和HMGCS2基因的缺失可以帮助肿瘤细胞避免正常凋亡,而IDI2基因的存在能够增强肿瘤细胞增殖、迁移能力;胆碱代谢物可以影响脂肪酸合成通路从而促进炎症反应来加速癌症发展的进程。

关键词: 全基因组规模代谢模型, 肝细胞肝癌, 基因敲除, 胆固醇合成, L-氯化棕榈酰肉碱

Abstract: Since the altered metabolism is the most significant characteristic in tumor cells, cancer can also be regarded as a kind of complex metabolic diseases.At the meantime, genome-scale metabolic models have appeared as a growing success in exploring mechanism of various metabolic diseases as well as identifying potential therapeutic targets, including several cancers. By comparing the metabolism difference of hepatocellular carcinoma (HCC) tumor cell and normal liver cell, we found that AKG plays an important role in regulating tumor growth, so it can be targeted in cancer treatment, while the altered catalytic mechanismin HCC tumor cells indicated that TECR might be the potential anti-tumor gene. Furthermore, several key metabolic reprogramming processes have taken place in cholesterol biosynthesis pathway. In addition, the depletion of DHCR24 and HMGCS2 can help tumor cells avoid apoptosis, which have been experimentally proved by previous study; the presence of IDI2 may contribute to improving cell proliferation and the ability of invasion and migration. We also found that intermediate products in choline metabolism are able to accelerate cancer progression by enhancing pro-inflammatory pathways through fatty acids biosynthesis. To conclude, lethal genes and synthetic lethal gene pairs identified in this study have important influences on tumor cell growth, and they can be potential targets for further clinical treatment.

Key words: genome-scale metabolic model, hepatocellular carcinoma, gene deletion, cholesterol biosynthesis, L-palmitoylcarnitine

中图分类号: