Chen Zhengyuan, Fan Danfeng, Hang Tianyi, Yue Xiaoqing
Nanjing University of Chinese Medicine, Nanjing, 210032, China.
Yucheng People's Hospital, Shandong, 251200, China.
Discov Oncol. 2025 Jan 28;16(1):97. doi: 10.1007/s12672-025-01853-4.
Alcoholic hepatitis (AH) and hepatocellular carcinoma (HCC) are common liver diseases. Chronic inflammation caused by AH can progress to alcoholic cirrhosis (AC) and eventually HCC.
This study sought to ascertain potential shared genes between AH and HCC through the utilization of multiple transcriptome databases. Employing an immune infiltration analysis, and calculating the correlation between shared genes and immune infiltration results, in conjunction with independent bulk transcriptome validation sets, led to the identification of core shared genes. Subsequently, single-cell transcriptome data, clinical sample immunohistochemistry experiments, and overexpressed core shared genes in HepG2 cells were employed to validate the core shared genes of AH and HCC.
Through the bulk transcriptome discovery sets of AH and HCC, 206 potential shared genes were identified. After screening with two machine learning algorithms, five shared genes remained. Combining the results of the immune infiltration and bulk transcriptome results from an independent validation cohort, the core shared gene was determined to be RASGRF2. Single-cell data further demonstrated that RASGRF2 and its downstream genes were highly expressed in AH, AC, and HCC tissues. Spatial transcriptome data indicated that RASGRF2 was highly expressed in HCC tumor tissues. Compared with the paracancerous tissues, the RASGRF2 gene was significantly overexpressed in HCC tissues. Overexpression of RASGRF2 in HepG2 cells resulted in significantly enhanced migration, invasion, and proliferation abilities.
RASGRF2 serve as a pathogenic gene that mediates the progression of AH to AC and potentially to HCC.
酒精性肝炎(AH)和肝细胞癌(HCC)是常见的肝脏疾病。AH引起的慢性炎症可进展为酒精性肝硬化(AC),最终发展为HCC。
本研究旨在通过利用多个转录组数据库来确定AH和HCC之间潜在的共享基因。采用免疫浸润分析,并计算共享基因与免疫浸润结果之间的相关性,结合独立的批量转录组验证集,从而鉴定出核心共享基因。随后,利用单细胞转录组数据、临床样本免疫组化实验以及在HepG2细胞中过表达核心共享基因来验证AH和HCC的核心共享基因。
通过AH和HCC的批量转录组发现集,鉴定出206个潜在的共享基因。经过两种机器学习算法筛选后,剩下5个共享基因。结合独立验证队列中的免疫浸润和批量转录组结果确定核心共享基因为RASGRF2。单细胞数据进一步表明,RASGRF2及其下游基因在AH、AC和HCC组织中高表达。空间转录组数据表明,RASGRF2在HCC肿瘤组织中高表达。与癌旁组织相比,RASGRF2基因在HCC组织中显著过表达。RASGRF2在HepG2细胞中的过表达导致迁移、侵袭和增殖能力显著增强。
RASGRF2作为一个致病基因介导了AH向AC的进展,并可能进展为HCC。