Zhao Rongchuan, Sa Xiaohan, Ouyang Nan, Zhang Hong, Yang Jiao, Pan Jinlin, Gu Jinhui, Zhou Yuanshuai
Division of Life Sciences and Medicine, School of Biomedical Engineering (Suzhou), University of Science and Technology of China, Heifei, China.
Jiangsu Key Laboratory of Medical Optics, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, China.
Front Genet. 2021 Aug 24;12:723725. doi: 10.3389/fgene.2021.723725. eCollection 2021.
Numerous studies have identified various prognostic long non-coding RNAs (LncRNAs) in a specific cancer type, but a comprehensive pan-cancer analysis for prediction of LncRNAs that may serve as prognostic biomarkers is of great significance to be performed. Glioblastoma multiforme (GBM) is the most common and aggressive malignant adult primary brain tumor. There is an urgent need to identify novel therapies for GBM due to its poor prognosis and universal recurrence. Using available LncRNA expression data of 12 cancer types and survival data of 30 cancer types from online databases, we identified 48 differentially expressed LncRNAs in cancers as potential pan-cancer prognostic biomarkers. Two candidate LncRNAs were selected for validation in GBM. By the expression detection in GBM cell lines and survival analysis in GBM patients, we demonstrated the reliability of the list of pan-cancer prognostic LncRNAs obtained above. By constructing LncRNA-mRNA-drug network in GBM, we predicted novel drug-target interactions for GBM correlated LncRNA. This analysis has revealed common prognostic LncRNAs among cancers, which may provide insights into cancer pathogenesis and novel drug target in GBM.
众多研究已在特定癌症类型中鉴定出各种预后长链非编码RNA(LncRNA),但进行全面的泛癌分析以预测可能作为预后生物标志物的LncRNA具有重要意义。多形性胶质母细胞瘤(GBM)是最常见且侵袭性最强的成人原发性恶性脑肿瘤。由于其预后差且普遍复发,迫切需要为GBM确定新的治疗方法。利用来自在线数据库的12种癌症类型的可用LncRNA表达数据和30种癌症类型的生存数据,我们在癌症中鉴定出48种差异表达的LncRNA作为潜在的泛癌预后生物标志物。选择了两种候选LncRNA在GBM中进行验证。通过在GBM细胞系中的表达检测和GBM患者的生存分析,我们证明了上述获得的泛癌预后LncRNA列表的可靠性。通过构建GBM中的LncRNA- mRNA-药物网络,我们预测了与GBM相关LncRNA的新型药物-靶点相互作用。该分析揭示了癌症之间常见的预后LncRNA,这可能为GBM的癌症发病机制和新型药物靶点提供见解。