Wei Jie, Fang Da Lang, Zhou Weijie, He Yong Fei
Department of Hematology, Baise People's Hospital, Baise, China.
Department of Breast and Thyroid Surgery, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China.
J Gastrointest Oncol. 2021 Aug;12(4):1860-1872. doi: 10.21037/jgo-21-378.
The N6-methyladenosine (m6A) plays an important role in epigenetic modification and tumor progression, but the modulations of m6A in hepatocellular carcinoma (HCC) have not been determined while the relationship between m6A regulation and immune cell infiltration remains unclear.
This study investigated the modification patterns of m6A by analyzing HCC samples from The Cancer Genome Atlas (TCGA) database and the Gene Expression Omnibus (GEO) dataset, and performed molecular typing based on the characteristics of immune cell infiltration. The m6Ascore was also constructed to quantify m6A modifications and predict the immunotherapy response and prognosis of HCC patients.
Of the 364 samples, 31 (8.52%) were genetically altered in the m6A regulatory gene, with the highest frequency of mutations in , , and . Three distinct molecular subtypes of m6A were identified in 590 HCC samples, which were associated with different immune cell infiltrates: immunodepletion type, immune activation type, and immune immunity type. According to the construction of the m6Ascore system in the m6A genotype, HCC patients could be divided into high and low groups. The m6A modified pattern, characterized by immune immunity and immune failure, showed a lower score and a better prognosis. However, the immune-activated type of m6A had a higher score and a poorer prognosis. Further analysis showed that the m6Ascore was correlated with tumor mutation burden (TMB), and the higher the TMB, the worse the prognosis. m6Ascore was also correlated with the expression of cytotoxic T-lymphocyte-associated protein 4 (CTAL-4), and the higher the score, the higher the expression of HCC in patients.
HCC has a unique m6A modification pattern, and 3 different m6A subtypes help to classify HCC, provide knowledge of drug regimens for immunotherapy, and can be used to predict treatment response and prognosis.
N6-甲基腺苷(m6A)在表观遗传修饰和肿瘤进展中起重要作用,但肝细胞癌(HCC)中m6A的调控尚未明确,且m6A调控与免疫细胞浸润之间的关系仍不清楚。
本研究通过分析来自癌症基因组图谱(TCGA)数据库和基因表达综合数据库(GEO)的数据集中的HCC样本,研究m6A的修饰模式,并基于免疫细胞浸润特征进行分子分型。还构建了m6A评分来量化m6A修饰,并预测HCC患者的免疫治疗反应和预后。
在364个样本中,31个(8.52%)在m6A调控基因中发生了基因改变,其中 、 和 的突变频率最高。在590个HCC样本中鉴定出三种不同的m6A分子亚型,它们与不同的免疫细胞浸润相关:免疫耗竭型、免疫激活型和免疫豁免型。根据m6A基因型构建的m6A评分系统,HCC患者可分为高分组和低分组。以免疫豁免和免疫衰竭为特征的m6A修饰模式得分较低,预后较好。然而,免疫激活型m6A得分较高,预后较差。进一步分析表明,m6A评分与肿瘤突变负荷(TMB)相关,TMB越高,预后越差。m6A评分还与细胞毒性T淋巴细胞相关蛋白4(CTAL-4)的表达相关,评分越高,HCC患者中的表达越高。
HCC具有独特的m6A修饰模式,三种不同的m6A亚型有助于对HCC进行分类,为免疫治疗提供用药方案知识,并可用于预测治疗反应和预后。