胶质瘤
生物标志物
免疫系统
计算机科学
癌症研究
医学
生物
免疫学
遗传学
作者
Qisheng Tang,Yifan Yuan,Lingjuan Li,Yue Xu,Wei Ji,Siyu Xiao,Yi Han,Wenrong Miao,Jing Cai,Pu You,Ming Chen,Saineng Ding,Zhen Li,Zengxin Qi,Weiliang Hou,Hao Luo
标识
DOI:10.1016/j.compbiomed.2024.108457
摘要
Glioma is a common malignant brain tumor with great heterogeneity and huge difference in clinical outcomes. Although lymphotoxin (LT) beta receptor (LTBR) has been linked to immune system and response development for decades, the expression and function in glioma have not been investigated. To confirm the expression profile of LTBR, integrated RNA-seq data from glioma and normal brain tissues were analyzed. Functional enrichment analysis, TMEscore analysis, immune infiltration, the correlation of LTBR with immune checkpoints and ferroptosis, and scRNAseq data analysis in gliomas were in turn performed, which pointed out that LTBR was pertinent to immune functions of macrophages in gliomas. In addition, after being trained and validated in the tissue samples of the integrated dataset, an LTBR DNA methylation-based prediction model succeeded to distinguish gliomas from non-gliomas, as well as the grades of glioma. Moreover, by virtue of the candidate LTBR CpG sites, a prognostic risk-score model was finally constructed to guide the chemotherapy, radiotherapy, and immunotherapy for glioma patients. Taken together, LTBR is closely correlated with immune functions in gliomas, and LTBR DNA methylation could serve as a biomarker for diagnosis and prognosis of gliomas.
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