Wu Yuxi, Wang Haofei, Xiang Wei, Yi Dongye
Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Front Oncol. 2023 Jan 16;12:1054012. doi: 10.3389/fonc.2022.1054012. eCollection 2022.
Glioma is a highly common pathological brain tumor. Misfolded protein response, which is strongly associated with the growth of cancerous tumors, is mediated by the gene, endoplasmic reticulum degradation-enhancing alpha-mannosidase-like protein 2. However, this gene has not been linked to glioma. To assess the same, we used The Cancer Genome Atlas, Chinese Glioma Genome Atlas, and Genotype-Tissue Expression datasets. The gene was overexpressed in gliomas. This overexpression was linked to unfavorable clinical characteristics, such as the World Health Organization grade, isocitrate dehydrogenase mutation, and the combined loss of the short arm chromosome 1 and the long arm of chromosome 19. Quantitative polymerase chain reaction experiments and immunohistochemistry on clinical samples from our institution verified the gene's expression and clinical importance. The Human Protein Atlas website verified the messenger ribonucleic acid expression of the gene in glioma cell lines, and immunohistochemistry verified the presence of its protein. A previous survival study indicated that its high expression is substantially related to a bad prognosis. It was identified as an independent predictor of primary glioma prognosis using multivariate Cox regression analysis. To forecast individual survival, we created a nomogram based on this (concordance-index = 0.847). Additionally, functional annotation demonstrated its major role in the control of the extracellular matrix and immune system. The scratch assay and transwell migration assay confirmed the decreased invasive ability of U251 glioma cells with the gene knockdown. Its increased expression was found to be related to the extent of macrophage infiltration using the CIBERSORT, ESTIMATE, Single-sample Gene Set Enrichment Analysis, and Tumor Immune Single-Cell Hub (TISCH) algorithms. The Tumor Immune Dysfunction and Exclusion algorithm revealed that the gene can accurately predict the response of immunotherapy (area under the receiver operating characteristic curve = 0.857). Further, isocitrate dehydrogenase 1 mutation is typically more frequent when the gene expression is high. Finally, five medicines targeting this gene were discovered utilizing the molecular docking program and drug sensitivity analysis of the RNAactDrug website. Low expression of the gene inhibited glioma cell invasion. Therefore, the gene is helpful for the diagnosis, prognosis, and case-specific immunotherapy of glioma.
胶质瘤是一种非常常见的病理性脑肿瘤。错误折叠蛋白反应与癌性肿瘤的生长密切相关,由内质网降解增强型α-甘露糖苷酶样蛋白2基因介导。然而,该基因与胶质瘤并无关联。为了评估二者关系,我们使用了癌症基因组图谱、中国胶质瘤基因组图谱和基因型-组织表达数据集。该基因在胶质瘤中过表达。这种过表达与不良临床特征相关,如世界卫生组织分级、异柠檬酸脱氢酶突变以及1号染色体短臂和19号染色体长臂的联合缺失。对我们机构临床样本进行的定量聚合酶链反应实验和免疫组织化学验证了该基因的表达及其临床重要性。人类蛋白质图谱网站验证了该基因在胶质瘤细胞系中的信使核糖核酸表达,免疫组织化学验证了其蛋白质的存在。先前的一项生存研究表明,其高表达与不良预后密切相关。使用多变量Cox回归分析,它被确定为原发性胶质瘤预后的独立预测因子。为了预测个体生存情况,我们基于此创建了一个列线图(一致性指数=0.847)。此外,功能注释表明其在细胞外基质和免疫系统控制中起主要作用。划痕试验和Transwell迁移试验证实,基因敲低后U251胶质瘤细胞的侵袭能力降低。使用CIBERSORT、ESTIMATE、单样本基因集富集分析和肿瘤免疫单细胞中心(TISCH)算法发现,其表达增加与巨噬细胞浸润程度有关。肿瘤免疫功能障碍与排除算法显示,该基因可以准确预测免疫治疗反应(受试者操作特征曲线下面积=0.857)。此外,当该基因表达高时,异柠檬酸脱氢酶1突变通常更频繁。最后,利用RNAactDrug网站的分子对接程序和药物敏感性分析,发现了五种靶向该基因的药物。该基因低表达抑制胶质瘤细胞侵袭。因此,该基因有助于胶质瘤的诊断、预后评估和个体化免疫治疗。