鉴定免疫特征,辅助 IDH 野生型胶质母细胞瘤的预后和免疫疗法预测。

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-10-21 eCollection Date: 2024-01-01 DOI:10.7150/jca.100144
Xuetao Han, Huandi Zhou, Xiaohui Ge, Liubing Hou, Haonan Li, Dongdong Zhang, Yu Wang, Xiaoying Xue
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引用次数: 0

摘要

IDH-野生型胶质母细胞瘤(GBM)是最常见的恶性原发性脑肿瘤。本研究旨在建立 IDH 野生型胶质母细胞瘤的预后基因特征。研究人员从 TCGA、CGGA、GEO 和 GTEx 数据库中获得了正常脑组织和 GBM 患者的 RNA 测序数据。采用 "limma "方法在TCGA和CGGA数据库中识别出对折变化| > 0.5且调整p < 0.05的预后差异表达基因(DEGs)。通过LASSO回归分析和多变量Cox分析,建立了由FMOD、MXRA5和RAB36组成的3基因预后特征。TCGA和GSE43378数据集验证了3基因预后风险模型。在 CCGA、TCGA 和 GSE29796 数据集中,FMOD、MXRA5 和 RAB36 在 GBM 患者中的表达明显高于正常脑组织。为了进一步验证这一结果,研究人员从 9 名 GBM 患者的肿瘤和癌旁组织中提取了总 RNA。RT-PCR 结果显示,大多数患者肿瘤组织中 FMOD、MXRA5 和 RAB36 的表达量高于癌旁组织。GSEA结果显示,3个基因特征的通路富集主要与肿瘤免疫有关。ssGSEA分析的免疫细胞浸润显示,巨噬细胞在高危组和低危组之间存在显著差异。免疫检查点基因相关性分析表明,PD-L1基因表达与风险评分密切相关。我们的研究发现了一种与预后相关的风险模型,并为IDH-野生型GBM患者提供了潜在的有效免疫治疗靶点。
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Identification of an Immune signature assisted prognosis, and immunotherapy prediction for IDH wildtype glioblastoma.

IDH-wildtype glioblastoma (GBM) is the most common and malignant primary brain tumor. The purpose of this study is to establish a prognostic gene signature for IDH-wildtype GBM. RNA sequencing data of normal brain tissue and GBM patients were obtained from TCGA, CGGA, GEO and the GTEx databases. Identification of prognostic differentially expressed genes (DEGs) with | log2 fold change | > 0.5 and adjust p < 0.05 in TCGA and CGGA databases by "limma" method. By LASSO regression analysis and multivariate Cox analysis, a 3-gene prognostic signature composed of FMOD, MXRA5 and RAB36 was established. The 3-gene prognostic risk model is validated by TCGA and GSE43378 datasets. The expression of FMOD, MXRA5 and RAB36 in GBM patients was significantly higher than that in normal brain tissues in CCGA, TCGA and GSE29796 data sets. In order to further verify this result, total RNA was extracted from tumors and paracancerous tissues of 9 GBM patients. RT-PCR results showed that the expression of FMOD, MXRA5 and RAB36 in tumor tissues of most patients was higher than that in paracancerous tissues. The results of GSEA showed that the pathway enrichment of the 3-gene signature was mainly related to tumor immunity. Immune cell infiltration analyzed by ssGSEA showed that there were significant differences in macrophages between high- and low-risk groups. Immune checkpoint genes correlation analysis showed that PD-L1 gene expression is closely related to risk score. Our study identifies a prognostic-associated risk model and provides a potential effective immunotherapy target for IDH-wildtype GBM patients.

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