Qian Zenghui, Li Yiming, Fan Xing, Zhang Chuanbao, Wang Yinyan, Jiang Tao, Liu Xing
Department of Molecular Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.
Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
Oncoimmunology. 2018 Feb 20;7(6):e1434466. doi: 10.1080/2162402X.2018.1434466. eCollection 2018.
: Mutations in isocitrate dehydrogenase (IDH) affect the development and prognosis of gliomas. We investigated the role of IDH mutations in the regulation of immune phenotype in lower-grade gliomas (LGGs).: A total of 1,008 cases with clinical and IDH mutation data from five cohorts were enrolled. Samples with RNA sequencing data from the Chinese Glioma Genome Atlas (CGGA) were used as training set, whereas RNA data from the Cancer Genome Atlas, Repository for Molecular Brain Neoplasia, GSE16011, and CGGA microarray databases were used for validation. R language tools and bioinformatics analysis were used for gene signature construction and biological function annotation.: We found that IDH mutations caused down-regulation of local immune response as among 332 immune system-related genes, 196(59.0%) were differentially expressed according to IDH mutation status. Nearly 70% of those differentially expressed genes exhibited prognostic value in LGGs. An immune response-based gene signature was constructed that distinguished cases with high- or low-risk of unfavorable prognosis and remained an independent prognostic factor in multivariate analyses in both training and validation cohorts. Samples from high-risk cases exhibited elevated expression of genes involved in immune response and NF-κB pathway activation. Furthermore, we found a strong correlation between the risk score and T cells, macrophage-related immune response, and expression of several prominent immune checkpoints.: Our results indicated that mutant IDH is highly associated with the regulation of the immune microenvironment in LGGs. The observed immune system gene signature, which was sensitive to IDH mutation status, efficiently predicted patient survival.
异柠檬酸脱氢酶(IDH)突变影响胶质瘤的发生发展及预后。我们研究了IDH突变在低级别胶质瘤(LGG)免疫表型调控中的作用。
共纳入来自五个队列的1008例有临床及IDH突变数据的病例。来自中国胶质瘤基因组图谱(CGGA)的有RNA测序数据的样本用作训练集,而来自癌症基因组图谱、分子脑肿瘤库、GSE16011及CGGA微阵列数据库的RNA数据用于验证。使用R语言工具和生物信息学分析进行基因特征构建及生物学功能注释。
我们发现IDH突变导致局部免疫反应下调,因为在332个免疫系统相关基因中,196个(59.0%)根据IDH突变状态存在差异表达。这些差异表达基因中近70%在LGG中具有预后价值。构建了基于免疫反应的基因特征,可区分预后不良的高风险或低风险病例,并且在训练和验证队列的多变量分析中均为独立预后因素。高风险病例的样本显示参与免疫反应和NF-κB通路激活的基因表达升高。此外,我们发现风险评分与T细胞、巨噬细胞相关免疫反应以及几个显著免疫检查点的表达之间存在强相关性。
我们的结果表明,突变型IDH与LGG免疫微环境的调控高度相关。观察到的对IDH突变状态敏感的免疫系统基因特征可有效预测患者生存。