Characterization of Hypoxia Signature to Evaluate the Tumor Immune Microenvironment and Predict Prognosis in Glioma Groups

被引:142
作者
Lin, Wanzun [1 ,2 ]
Wu, Shihong [1 ,2 ]
Chen, Xiaochuan [1 ,2 ]
Ye, Yuling [1 ,2 ]
Weng, Youliang [1 ,2 ]
Pan, Yuhui [1 ,2 ]
Chen, Zhangjie [3 ]
Chen, Long [4 ]
Qiu, Xianxin [5 ]
Qiu, Sufang [1 ,2 ]
机构
[1] Fujian Canc Hosp, Dept Radiat Oncol, Fuzhou, Peoples R China
[2] Fujian Med Univ, Canc Hosp, Fuzhou, Peoples R China
[3] Fujian Med Univ, Sch Clin Med, Fuzhou, Peoples R China
[4] Fudan Univ, Huashan Hosp, Div Neurocrit Care, Shanghai, Peoples R China
[5] Shanghai Proton & Heavy Ion Ctr, Dept Radiat Oncol, Shanghai, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2020年 / 10卷
关键词
hypoxia; gene set enrichment analysis; tumor microenvironment; hypoxia risk model; glioma; immune response; EXPRESSION; ANGIOGENESIS; THERAPY; CELLS;
D O I
10.3389/fonc.2020.00796
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Glioma groups, including lower-grade glioma (LGG) and glioblastoma multiforme (GBM), are the most common primary brain tumor. Malignant gliomas, especially glioblastomas, are associated with a dismal prognosis. Hypoxia is a driver of the malignant phenotype in glioma groups; it triggers a cascade of immunosuppressive processes and malignant cellular responses (tumor progression, anti-apoptosis, and resistance to chemoradiotherapy), which result in disease progression and poor prognosis. However, approaches to determine the extent of hypoxia in the tumor microenvironment are still unclear. Here, we downloaded 575 LGG patients and 354 GBM patients from Chinese Glioma Genome Atlas (GGGA), and 530 LGG patients and 167 GBM patients from The Cancer Genome Atlas (TCGA) with RNA sequence and clinicopathological data. We developed a hypoxia risk model to reflect the immune microenvironment in glioma and predict prognosis. High hypoxia risk score was associated with poor prognosis and indicated an immunosuppressive microenvironment. Hypoxia signature significantly correlated with clinical and molecular features and could serve as an independent prognostic factor for glioma patients. Moreover, Gene Set Enrichment Analysis showed that gene sets associated with the high-risk group were involved in carcinogenesis and immunosuppression signaling. In conclusion, we developed and validated a hypoxia risk model, which served as an independent prognostic indicator and reflected overall immune response intensity in the glioma microenvironment.
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页数:13
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