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多组学整合揭示了一个竞争性内源性RNA网络,用于鉴定肾母细胞瘤进展生物标志物及对肾母细胞瘤患者进行分层。

Multi-Omics Integration Reveals a Competitive Endogenous RNAs Network for the Identification of Progression Biomarkers and the Stratification of Patients Diagnosed With Nephroblastoma.

作者信息

Wang Jingbo, Wang Yuan, Han Liang, Shahen Mohamed, Hu Chaofeng, Li Furong

机构信息

Translational Medicine Collaborative Innovation Center, The Second Clinical Medical College (Shenzhen People's Hospital), Jinan University, Shenzhen, China.

Integrated Chinese and Western Medicine Postdoctoral Research Station, Jinan University, Guangzhou, China.

出版信息

Front Oncol. 2020 Apr 7;10:444. doi: 10.3389/fonc.2020.00444. eCollection 2020.

Abstract

Specific types of nephroblastoma (Wilms' tumor, WT) are known to associate with poor overall survival. Emerging experimental evidence has demonstrated that competitive endogenous RNA (ceRNA) networks have important roles in regulating cancer occurrence, but the roles of ceRNAs in regulating the WT progression and the patient outcomes remain unclear. Using the multi-omics data of 132 WT patients collected from TARGET database, an integration analysis pipeline was performed to construct a highly reliable ceRNA network. As results, a total of 147 nodes (116 mRNAs, 15 miRNAs, and 16 lncRNAs) were identified and used to explore the underlying mechanism for WT progression. WGCNA analysis further identified several prognostic molecules, including hsa-mir-93, LINC00087 and RP5-1086K13, that significantly associated with the overall survival rate. And, enrichment analysis verified the participation of these molecules in tumor-related pathways, such as those controlling autophagy and cadherin-mediated adhesion. Importantly, the WT patients were classified into three categories according to the ceRNA network, which significantly correlated with the overall survival. In conclusion, the ceRNA network could be a promising tool to further validate the prognostic biomarkers and categories of patients diagnosed with WT.

摘要

已知特定类型的肾母细胞瘤(威尔姆斯瘤,WT)与总体生存率低相关。新出现的实验证据表明,竞争性内源性RNA(ceRNA)网络在调节癌症发生中起重要作用,但ceRNA在调节WT进展和患者预后方面的作用仍不清楚。利用从TARGET数据库收集的132例WT患者的多组学数据,进行了整合分析流程以构建高度可靠的ceRNA网络。结果,共鉴定出147个节点(116个mRNA、15个miRNA和16个lncRNA),并用于探索WT进展的潜在机制。WGCNA分析进一步鉴定出几个与总体生存率显著相关的预后分子,包括hsa-mir-93、LINC00087和RP5-1086K13。而且,富集分析证实了这些分子参与肿瘤相关途径,如控制自噬和钙黏蛋白介导的黏附的途径。重要的是,根据ceRNA网络将WT患者分为三类,这与总体生存率显著相关。总之,ceRNA网络可能是进一步验证WT诊断患者的预后生物标志物和分类的有前景的工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff08/7154083/d500cb7cc62b/fonc-10-00444-g0001.jpg

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