Chen Hao, Sun Wu, Xie Mengxiao, Li Zhenhan, Chen Bofeng, Zhang Tao, Lv Le, Wang Lizhen, Lu Linming, Tang Qianli, Luo Liangping
Guangxi Clinical Medical Research Center for Hepatobiliary Diseases, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China.
Postdoctoral Research Station of Clinical Medicine, Jinan University, Guangzhou, China.
J Cancer. 2024 Jul 16;15(15):4879-4892. doi: 10.7150/jca.91306. eCollection 2024.
Tryptophan (Trp) metabolism is closely related to tumor immunity, and its disorder can cause an immunosuppressive microenvironment, promoting the occurrence and development of hepatocellular carcinoma (HCC). The aim of this study is to explore and validate the independent prognostic genes in patients suffered from HCC. The transcriptome data of GSE87630 from GEO database were downloaded to analyze differentially expressed genes (DECs) which were intersected with the gene sets of Trp metabolism from MsigDB database. Univariate/multivariate COX regression was performed to identify the genes with independent prognostic significance. TCGA, GTEx, UALCAN, and GEPIA2 databases were applied to analyze DEGs for prognosis. RNA seq data of HCC from TCGA database were collected for Lasso regression analysis. The ssGSEA algorithm was used to perform the analysis of TCGA data. The effects of the candidate differential gene on HCC cells proliferation and migration were evaluated using EdU immunofluorescence and transwell assays. Trp metabolism-related DECs for HCCs were obtained, including MAOB, CYP1A2, KYNU, CYP2E1, ALDH2, CYP2C18, TDO2, AOX1, CYP3A4 and INMT. Moreover, multivariate COX regression results showed that ALDH2 can serve as an independent prognostic molecule and its transcriptional and translational levels were significantly reduced in the tumor tissues. The low expression of ALDH2 was associated with poor prognosis. Overexpression of ALDH2 dramatically reduced the HCC cells proliferation and migration. ALDH2 is associated with Trp metabolism and its downregulation in HCC has a potential value on prognosis. Overexpression of ALDH2 can reduce the proliferation and migration of HCC cells.
色氨酸(Trp)代谢与肿瘤免疫密切相关,其紊乱可导致免疫抑制微环境,促进肝细胞癌(HCC)的发生发展。本研究旨在探索并验证HCC患者的独立预后基因。从GEO数据库下载GSE87630的转录组数据,以分析与MsigDB数据库中Trp代谢基因集相交的差异表达基因(DECs)。进行单因素/多因素COX回归以鉴定具有独立预后意义的基因。应用TCGA、GTEx、UALCAN和GEPIA2数据库分析DEGs的预后情况。收集TCGA数据库中HCC的RNA测序数据进行Lasso回归分析。使用ssGSEA算法对TCGA数据进行分析。采用EdU免疫荧光和Transwell实验评估候选差异基因对HCC细胞增殖和迁移的影响。获得了与HCC相关的Trp代谢DECs,包括单胺氧化酶B(MAOB)、细胞色素P450 1A2(CYP1A2)、犬尿氨酸酶(KYNU)、细胞色素P450 2E1(CYP2E1)、乙醛脱氢酶2(ALDH2)、细胞色素P450 2C18(CYP2C18)、色氨酸2,3-双加氧酶(TDO2)、醛氧化酶1(AOX1)、细胞色素P450 3A4(CYP3A4)和肌氨酸氧化酶(INMT)。此外,多因素COX回归结果显示,ALDH2可作为独立的预后分子,其在肿瘤组织中的转录和翻译水平显著降低。ALDH2低表达与预后不良相关。ALDH2过表达显著降低了HCC细胞的增殖和迁移。ALDH2与Trp代谢相关,其在HCC中的下调对预后具有潜在价值。ALDH2过表达可降低HCC细胞的增殖和迁移。