Ren He, Liu Xin, Li Fuxin, He Xianghui, Zhao Na
Department of General Surgery, Tianjin Medical University General Hospital, Tianjin Medical University, Tianjin, China.
Front Oncol. 2021 Mar 18;11:624421. doi: 10.3389/fonc.2021.624421. eCollection 2021.
Papillary thyroid carcinoma (PTC) is the most common subtype of thyroid cancer. PTC is typically curable with an excellent survival rate; however, some patients experience disease recurrence or death. This study aimed to discover potential key genes and signaling pathways of PTC, which could provide new insights for thyroid lesions. Four GEO microarray datasets were integrated to screen for candidate genes involved in PTC progression. A total of 164 upregulated and 168 downregulated differentially expressed genes (DEGs) were screened. Gene Ontology/Kyoto Encyclopedia of Genes and Genomes were used in pathway enrichment analyses for DEGs. A protein-protein interaction network was then built and analyzed utilizing STRING and Cytoscape, followed by the identification of 13 hub genes by cytoHubba. , and were selected through survival analyses. Furthermore, immune infiltration, mutations and methylation analysis indicated that these six hub genes played vital roles in immune surveillance and tumor progression. ROC and K-M plots showed that these genes had good prognostic values for PTC which was validated by TCGA dataset. Finally, GSEA for a single hub gene revealed that each candidate hub gene had close associations with PTC development. These findings provided new insights into PTC pathogenesis and identified six candidate gene prognosis signature for PTC.
甲状腺乳头状癌(PTC)是甲状腺癌最常见的亚型。PTC通常可治愈,生存率很高;然而,一些患者会出现疾病复发或死亡。本研究旨在发现PTC的潜在关键基因和信号通路,为甲状腺病变提供新的见解。整合了四个GEO微阵列数据集以筛选参与PTC进展的候选基因。共筛选出164个上调和168个下调的差异表达基因(DEG)。基因本体论/京都基因与基因组百科全书用于DEG的通路富集分析。然后利用STRING和Cytoscape构建并分析蛋白质-蛋白质相互作用网络,随后通过cytoHubba鉴定出13个枢纽基因。通过生存分析选择了 和 。此外,免疫浸润、突变和甲基化分析表明,这六个枢纽基因在免疫监视和肿瘤进展中起着至关重要的作用。ROC和K-M图显示,这些基因对PTC具有良好的预后价值,这在TCGA数据集中得到了验证。最后,对单个枢纽基因的基因集富集分析(GSEA)表明,每个候选枢纽基因与PTC的发展密切相关。这些发现为PTC的发病机制提供了新的见解,并确定了六个PTC候选基因预后特征。