Zhang Zhenshan, Sun Jun, Jin Chao, Zhang Likun, Wu Leilei, Tian Gendong
Department of Hepatobiliary Surgery, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250033, P.R. China.
Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, Shanghai 201321, P.R. China.
Oncol Lett. 2023 Sep 6;26(4):457. doi: 10.3892/ol.2023.14044. eCollection 2023 Oct.
Metastasis is a fatal status for liver cancer, and the identification of an effective prediction model and promising therapeutic target is essential. Given the known relationship between fatty acid (FA) metabolism and the liver, the present study aimed to investigate dysregulation of genes associated with FA metabolism in liver cancer. Bioinformatics analyses were performed on data from patients with hepatocellular carcinoma (HCC) obtained from The Cancer Genome Atlas database using R software packages. Online public tools such as the Human Protein Atlas, Tumor Immune Single-Cell Hub and the University of Alabama at Birmingham Cancer Data Analysis portal were also utilized. Some essential results were further verified using experiments using HepG2 liver cancer cells. A signature consisting of three genes associated with the progression and prognosis of HCC and FA metabolism was identified. When samples were scored based on the expression of these genes and divided according to the median value, the higher score group showed a worse outcome and repressive immune microenvironment than the lower score group. Downstream pathways such as hypoxia, IL6/JAK/STAT3 and epithelial-mesenchymal transition were found to be significantly activated in the higher score group. As the core factor in the signature, mitochondrial ribosomal protein L35 (MRPL35) was found to be upregulated in HCC and to have certain impacts on the dysregulation of effective immunity. Further investigations and experiments indicated that MRPL35 facilitates the migration and invasion abilities of liver cancer, and the resistance of HCC to treatment. These findings have important implications regarding the characteristics and mechanisms of metastasis in liver cancer, and provide a promising signature based on FA metabolism-related genes that may be used to predict outcomes and explored as a novel therapeutic target in liver cancer.
转移是肝癌的致命状态,识别有效的预测模型和有前景的治疗靶点至关重要。鉴于脂肪酸(FA)代谢与肝脏之间的已知关系,本研究旨在调查肝癌中与FA代谢相关基因的失调情况。使用R软件包对从癌症基因组图谱数据库获得的肝细胞癌(HCC)患者数据进行生物信息学分析。还利用了诸如人类蛋白质图谱、肿瘤免疫单细胞中心和阿拉巴马大学伯明翰分校癌症数据分析门户等在线公共工具。使用HepG2肝癌细胞进行实验进一步验证了一些重要结果。鉴定出一个由与HCC进展和预后以及FA代谢相关的三个基因组成的特征。当根据这些基因的表达对样本进行评分并根据中位数进行划分时,高分组比低分组显示出更差的结果和抑制性免疫微环境。发现缺氧、IL6/JAK/STAT3和上皮-间质转化等下游通路在高分组中显著激活。作为该特征的核心因子,线粒体核糖体蛋白L35(MRPL35)在HCC中被发现上调,并对有效免疫失调有一定影响。进一步的研究和实验表明,MRPL35促进肝癌的迁移和侵袭能力以及HCC对治疗的抗性。这些发现对肝癌转移的特征和机制具有重要意义,并提供了一个基于FA代谢相关基因的有前景的特征,可用于预测预后并作为肝癌的新型治疗靶点进行探索。