The First Clinical Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People's Republic of China.
Department of Traditional Chinese Medicine, The People's Hospital of Guangxi Zhuang Autonmous Region, Nanning, 530000, People's Republic of China.
Sci Rep. 2022 Apr 29;12(1):7041. doi: 10.1038/s41598-022-06744-0.
Ewing's sarcoma has a poor prognosis and high metastasis rate; thus, it is critical to explore prognostic biomarkers of m6A-related genes. Two datasets were downloaded from the Gene Expression Omnibus database, m6A-related genes were extracted, and prognostic models were constructed using the least absolute shrinkage and selection operator and multivariate COX regression analyses. Immune cell composition and drug sensitivity analyses were performed, and our analysis was validated using laboratory methods of immunohistochemical specific staining and qRT-PCR. Ewing's sarcoma prognostic model demonstrated that the survival rate of cases in the high-risk group was much lower than that of the low-risk group. Naïve B cells, macrophages M0, macrophages M1, and resting mast cells are closely associated with Ewing's sarcoma. METTL14 and YTHDF2 are strongly associated with multiple drug sensitivity. Immunohistochemical specific staining revealed higher expression of both METTL14 and YTHDF2 in Ewing's sarcoma than in the paraneoplastic tissues. The results of qRT-PCR showed that METTL14 expression was significantly higher in both ES cell lines than in the control cell line. The prognostic model constructed using m6A-related genes METTL14 and TYHDF2, can be a potential prognostic biomarker for Ewing's sarcoma, with the survival rate of cases in the high-risk group being much lower than that of the low-risk group.
尤因氏肉瘤预后不良,转移率高;因此,探索 m6A 相关基因的预后生物标志物至关重要。从基因表达综合数据库中下载了两个数据集,提取了 m6A 相关基因,并使用最小绝对收缩和选择算子以及多变量 COX 回归分析构建了预后模型。进行了免疫细胞组成和药物敏感性分析,并使用免疫组织化学特异性染色和 qRT-PCR 的实验室方法验证了我们的分析。尤因氏肉瘤预后模型表明,高危组病例的生存率明显低于低危组。幼稚 B 细胞、M0 巨噬细胞、M1 巨噬细胞和静止肥大细胞与尤因氏肉瘤密切相关。METTL14 和 YTHDF2 与多种药物敏感性强烈相关。免疫组织化学特异性染色显示,METTL14 和 YTHDF2 在尤因氏肉瘤中的表达均高于癌旁组织。qRT-PCR 的结果表明,在 ES 细胞系中,METTL14 的表达均明显高于对照细胞系。使用 m6A 相关基因 METTL14 和 TYHDF2 构建的预后模型,可能是尤因氏肉瘤的一个潜在预后生物标志物,高危组病例的生存率明显低于低危组。