Wu Anshun, Liu Fayin, Zhou Lei, Jiang Runyi, Yu Shangjiang, Zhou Zihuan, Zhang Qi, Zhang Qian, Jiang Dongjie, He Shaohui, Wei Haifeng
Clinical Medical College, North China University of Science and Technology, Tangshan, 063210, China.
Department of Orthopedics, Zibo Orthopaedics Hospital, Zibo, 255000, China.
Discov Oncol. 2024 Dec 30;15(1):848. doi: 10.1007/s12672-024-01689-4.
Histone acetylation is an important epigenetic modification, modulating the development of many tumors. However, the functions of most histone acetylation-related genes (HARGs) and their prognostic values in Ewing sarcoma (EWS) remain unclear. The current study aimed to investigate the prognostic values and potential functions of HARGs in EWS. After collecting EWS patients with mRNA sequencing data from the Gene Expression Omnibus (GEO) database and a list of HARGs from previous studies, Cox regression and Least Absolute Shrinkage and Selection Operator (LASSO) regression were performed to construct a prognostic gene signature based on HARGs. Then, four HARGs (TAF4, ATF2, HDAC2 and OGA) composed a formula to calculate risk score for each patient in the training cohort. Based on median risk score, all patients were classified into low- and high-risk group, and patients with high-risk score had a poor survival outcome (p < 0.001). The 1-, 2-,3- and 5-year AUC (0.853, 0.886,0.909and 0.833, respectively) showed the good ability of this signature to predict the prognoses of EWS patients. In addition, distinct functional enrichment and immune-related pathways were also observed in two risk groups. All results were validated in an external cohort from two dataset in GEO database. Moreover, it was found that silencing HDAC2 expression in EWS cells significantly suppressed the cell viability and migration capability. In conclusion, this is the first study to detect the prognostic values of HARGs in EWS patients, further developing a good prognostic signature based on HARGs, and HDAC2 might be an oncogene in the development of EWS.
组蛋白乙酰化是一种重要的表观遗传修饰,可调节多种肿瘤的发生发展。然而,大多数组蛋白乙酰化相关基因(HARGs)在尤因肉瘤(EWS)中的功能及其预后价值仍不清楚。本研究旨在探讨HARGs在EWS中的预后价值和潜在功能。从基因表达综合数据库(GEO)收集具有mRNA测序数据的EWS患者,并从先前研究中获取HARGs列表,进行Cox回归和最小绝对收缩和选择算子(LASSO)回归,以构建基于HARGs的预后基因特征。然后,四个HARGs(TAF4、ATF2、HDAC2和OGA)组成一个公式,用于计算训练队列中每个患者的风险评分。根据中位风险评分,将所有患者分为低风险组和高风险组,高风险评分患者的生存结果较差(p < 0.001)。1年、2年、3年和5年的AUC(分别为0.853、0.886、0.909和0.833)显示该特征具有良好的预测EWS患者预后的能力。此外,在两个风险组中还观察到明显的功能富集和免疫相关途径。所有结果均在GEO数据库中两个数据集的外部队列中得到验证。此外,发现沉默EWS细胞中的HDAC2表达可显著抑制细胞活力和迁移能力。总之,这是第一项检测HARGs在EWS患者中的预后价值的研究,进一步开发了基于HARGs的良好预后特征,并且HDAC2可能是EWS发生发展中的一个癌基因。