Wu Tianyu, Jiang Xiaoqing, Xu Bin, Zhong Quan, Zheng Jinsheng, Zhang Xin, Wang Yu
Department of Hepatobiliary Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China.
Surgical Intensive Care Unit, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China.
J Cancer. 2022 Sep 21;13(12):3378-3395. doi: 10.7150/jca.76050. eCollection 2022.
The diagnosis of hepatobiliary carcinoma includes both hepatocellular carcinoma (HCC) and cholangiocarcinoma (CCA), the first and the second most common hepatobiliary malignancies, respectively. CCDC6 (coiled-coil domain-containing protein 6) is a protein that interacts with apoptosis and DNA damage response elements and is commonly detected in cells. The prognostic and biological roles of CCDC6 in hepatobiliary carcinoma remain unknown. We used data from UALCAN, GEPIA, TIMER, GeneMANIA, STRING and HPA databases to determine the prognostic values and biological functions of CCDC6 in HCC and CCA. We downloaded the original online data from TCGA and GEO databases and analyzed them with R 3.2.2. We also gathered clinical records from patients with HCC ( = 94) and iCCA ( = 99) in our hospital to explore associations between CCDC6 expression and hepatobiliary carcinoma using immunohistochemistry detection. We used KEGG, GO and GESA analyses to explore relative pathways of CCDC6 in HCC and CCA. In addition, we assessed correlations between CCDC6 expression and tumor-infiltrating immune cells using data from the TIMER and GEPIA databases. Finally, we assessed associations between CCDC6 and marker genes of tumor-infiltrated immune cells in HCC to confirm some of our findings. The mRNA and protein expressions of CCDC6 were noticeably upregulated in HCC and CCA tissues as compared with the expressions in healthy control tissues. The high CCDC6 expression levels were significantly correlated with advanced tumor grades as well as poor prognosis in patients with HCC, but not in patients with CCA. Our functional enrichment analysis revealed that CCDC6 is mainly involved in cell cycle processes, gene transcription, and immune cell-related pathways. Moreover, we found that the CCDC6 levels were positively correlated with the presence of tumor-infiltrating immune cells, including macrophages, CD4+T cells and dendritic cells. CCDC6 expression was increased in hepatobiliary carcinoma tissues. High expressions of CCDC6 were significantly associated with clinical severity variables (especially with advanced cancer stages and pathological tumor grades) and poor prognoses in patients with HCC. CCDC6 upregulation is associated with histone acetylation and immune infiltration in hepatobiliary carcinoma. In addition, CCDC6 has the potential to be used as a predictive biomarker during targeting therapy and immunotherapy.
肝胆癌的诊断包括肝细胞癌(HCC)和胆管癌(CCA),它们分别是最常见和第二常见的肝胆恶性肿瘤。CCDC6(含卷曲螺旋结构域蛋白6)是一种与细胞凋亡和DNA损伤反应元件相互作用的蛋白质,在细胞中普遍存在。CCDC6在肝胆癌中的预后和生物学作用尚不清楚。我们使用来自UALCAN、GEPIA、TIMER、GeneMANIA、STRING和HPA数据库的数据来确定CCDC6在HCC和CCA中的预后价值和生物学功能。我们从TCGA和GEO数据库下载了原始在线数据,并用R 3.2.2进行分析。我们还收集了我院94例HCC患者和99例肝内胆管癌(iCCA)患者的临床记录,通过免疫组化检测来探索CCDC6表达与肝胆癌之间的关联。我们使用KEGG、GO和GESA分析来探索CCDC6在HCC和CCA中的相关通路。此外,我们使用TIMER和GEPIA数据库的数据评估CCDC6表达与肿瘤浸润免疫细胞之间的相关性。最后,我们评估了CCDC6与HCC中肿瘤浸润免疫细胞标记基因之间的关联,以证实我们的一些发现。与健康对照组织中的表达相比,CCDC6的mRNA和蛋白表达在HCC和CCA组织中明显上调。CCDC6高表达水平与HCC患者的肿瘤晚期分级以及不良预后显著相关,但与CCA患者无关。我们的功能富集分析表明,CCDC6主要参与细胞周期进程、基因转录和免疫细胞相关通路。此外,我们发现CCDC6水平与肿瘤浸润免疫细胞(包括巨噬细胞、CD4 + T细胞和树突状细胞)的存在呈正相关。CCDC6在肝胆癌组织中表达增加。CCDC6的高表达与临床严重程度变量(尤其是癌症晚期和病理肿瘤分级)以及HCC患者的不良预后显著相关与肝胆癌中的组蛋白乙酰化和免疫浸润有关。此外,CCDC6有潜力在靶向治疗和免疫治疗期间用作预测生物标志物。