Xu Yingyu, Xu Xin, Ni Xiaojian, Pan Jiaomeng, Chen MaoPei, Lin Youpei, Zhao Zhiying, Zhang Lan, Ge Ningling, Song Guohe, Zhang Juan
Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, China.
Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Heliyon. 2023 Mar 6;9(3):e13269. doi: 10.1016/j.heliyon.2023.e13269. eCollection 2023 Mar.
Cancer/testis antigens (CTAs) are reproductive tissue-restricted genes, frequently ectopic expressed in tumors. CTA genes associate with a poor prognosis in some solid tumors, due to their potential roles in the tumorigenesis and progression. However, whether CTAs relate with hepatocellular carcinoma (HCC) remains unclear. In this study, the prognostic signatures based on CTA genes were investigated and validated in three cohorts including Chinese HCC patients with hepatitis B virus infection (CHCC-HBV), International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA) cohorts. Univariate, LASSO, and multivariate Cox regression analyses were used to screen prognostic genes and develop the prognostic gene signature. A prognosis model was established with six CTA genes (SSX1, CTCFL, OIP5, CEP55, NOL4, and TPPP2) in CHCC-HBV cohort, and further validated in the ICGC and TCGA cohorts. The CTA signature was an essential prognostic predictor independent of other clinical pathological factors. High-risk group exhibited up-regulated cell cycle-related and tumor-related pathways and more M0 macrophage, activated mast cell, activated memory CD4 T cell, and memory B cell infiltration. Furthermore, CTA signature correlated with the sensitivity to multiple chemotherapy drugs. Our results highlighted that the CTA gene profiling was a prognostic assessment tool for HCC patients.
癌/睾丸抗原(CTAs)是生殖组织限制性基因,常在肿瘤中异位表达。CTA基因在某些实体瘤中与预后不良相关,因其在肿瘤发生和进展中具有潜在作用。然而,CTAs是否与肝细胞癌(HCC)相关仍不清楚。在本研究中,基于CTA基因的预后特征在三个队列中进行了研究和验证,包括中国乙肝病毒感染的HCC患者(CHCC-HBV)队列、国际癌症基因组联盟(ICGC)和癌症基因组图谱(TCGA)队列。采用单因素、LASSO和多因素Cox回归分析筛选预后基因并建立预后基因特征。在CHCC-HBV队列中用六个CTA基因(SSX1、CTCFL、OIP5、CEP55、NOL4和TPPP2)建立了预后模型,并在ICGC和TCGA队列中进一步验证。CTA特征是独立于其他临床病理因素的重要预后预测指标。高危组表现出细胞周期相关和肿瘤相关通路上调,以及更多的M0巨噬细胞、活化肥大细胞、活化记忆CD4 T细胞和记忆B细胞浸润。此外,CTA特征与多种化疗药物的敏感性相关。我们的结果强调,CTA基因谱分析是HCC患者的一种预后评估工具。