Zhang Shuqiao, Li Xinyu, Zheng Yilu, Liu Jiahui, Hu Hao, Zhang Shijun, Kuang Weihong
First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Department of Hematology, The Seventh Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
Front Cell Dev Biol. 2023 Sep 28;11:1191074. doi: 10.3389/fcell.2023.1191074. eCollection 2023.
Hepatocellular Carcinoma (HCC) is a common lethal digestive system tumor. The oxidative stress mechanism is crucial in the HCC genesis and progression. Our study analyzed single-cell and bulk sequencing data to compare the microenvironment of non-tumor liver tissues and HCC tissues. Through these analyses, we aimed to investigate the effect of oxidative stress on cells in the HCC microenvironment and identify critical oxidative stress response-related genes that impact the survival of HCC patients. Our results showed increased oxidative stress in HCC tissue compared to non-tumor tissue. Immune cells in the HCC microenvironment exhibited higher oxidative detoxification capacity, and oxidative stress-induced cell death of dendritic cells was attenuated. HCC cells demonstrated enhanced communication with immune cells through the MIF pathway in a highly oxidative hepatoma microenvironment. Meanwhile, using machine learning and Cox regression screening, we identified PRDX1 as a predictor of early occurrence and prognosis in patients with HCC. The expression level of PRDX1 in HCC was related to dysregulated ribosome biogenesis and positively correlated with the expression of immunological checkpoints (PDCD1LG2, CTLA4, TIGIT, LAIR1). High PRDX1 expression in HCC patients correlated with better sensitivity to immunotherapy agents such as sorafenib, IGF-1R inhibitor, and JAK inhibitor. In conclusion, our study unveiled variations in oxidative stress levels between non-tumor liver and HCC tissues. And we identified oxidative stress gene markers associated with hepatocarcinogenesis development, offering novel insights into the oxidative stress response mechanism in HCC.
肝细胞癌(HCC)是一种常见的致命性消化系统肿瘤。氧化应激机制在HCC的发生和发展中至关重要。我们的研究分析了单细胞和批量测序数据,以比较非肿瘤肝组织和HCC组织的微环境。通过这些分析,我们旨在研究氧化应激对HCC微环境中细胞的影响,并确定影响HCC患者生存的关键氧化应激反应相关基因。我们的结果显示,与非肿瘤组织相比,HCC组织中的氧化应激增加。HCC微环境中的免疫细胞表现出更高的氧化解毒能力,并且氧化应激诱导的树突状细胞死亡减弱。在高度氧化的肝癌微环境中,HCC细胞通过MIF途径与免疫细胞的通讯增强。同时,通过机器学习和Cox回归筛选,我们确定PRDX1为HCC患者早期发生和预后的预测指标。HCC中PRDX1的表达水平与核糖体生物合成失调有关,并且与免疫检查点(PDCD1LG2、CTLA4、TIGIT、LAIR1)的表达呈正相关。HCC患者中PRDX1的高表达与对索拉非尼、IGF-1R抑制剂和JAK抑制剂等免疫治疗药物的更好敏感性相关。总之