Li Shuai, Zhao Jingyuan, Lv Linlin, Dong Deshi
Department of Pharmacy, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
Regenerative Medicine Center, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
Front Oncol. 2021 Nov 9;11:762821. doi: 10.3389/fonc.2021.762821. eCollection 2021.
Metastasis is the major cause of hepatocellular carcinoma (HCC) mortality. Unfortunately, there are few reports on effective biomarkers for HCC metastasis. This study aimed to discover potential key genes of HCC, which could provide new insights for HCC metastasis. GEO (Gene Expression Omnibus) microarray and TCGA (The Cancer Genome Atlas) datasets were integrated to screen for candidate genes involved in HCC metastasis. Differentially expressed genes (DEGs) were screened, and then we performed enrichment analysis of Gene Ontology (GO), together with Kyoto Encyclopedia of Genes and Genomes (KEGG). A protein-protein interaction network was then built and analyzed utilizing STRING and Cytoscape, followed by the identification of 10 hub genes by cytoHubba. Four genes were associated with survival, their prognostic value was verified by prognostic signature analysis. Thymidylate synthase (TYMS) gene was identified as significant HCC metastasis-associated genes after mRNA expression validation and IHC analysis. TYMS silencing in HCC cells remarkedly inhibited growth and invasion. Finally, we found TYMS silencing dramatically decrease DNA synthesis and extracellular matrix (ECM) degradation, resulting in the inhibition of HCC metastasis, indicating TYMS had close associations with HCC development. These findings provided new insights into HCC metastasis and identified candidate gene prognosis signatures for HCC metastasis.
转移是肝细胞癌(HCC)死亡的主要原因。遗憾的是,关于HCC转移有效生物标志物的报道很少。本研究旨在发现HCC的潜在关键基因,为HCC转移提供新的见解。整合了基因表达综合数据库(GEO)微阵列和癌症基因组图谱(TCGA)数据集,以筛选参与HCC转移的候选基因。筛选差异表达基因(DEG),然后进行基因本体论(GO)以及京都基因与基因组百科全书(KEGG)的富集分析。随后利用STRING和Cytoscape构建并分析蛋白质-蛋白质相互作用网络,接着通过cytoHubba鉴定出10个枢纽基因。有4个基因与生存相关,其预后价值通过预后特征分析得到验证。在mRNA表达验证和免疫组化分析后,胸苷酸合成酶(TYMS)基因被确定为与HCC转移显著相关的基因。HCC细胞中TYMS沉默显著抑制生长和侵袭。最后,我们发现TYMS沉默显著降低DNA合成和细胞外基质(ECM)降解,从而抑制HCC转移,表明TYMS与HCC发展密切相关。这些发现为HCC转移提供了新的见解,并确定了HCC转移的候选基因预后特征。