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前列腺腺癌中生存相关ceRNA三联体的鉴定与分析

Identification and analysis of survival-associated ceRNA triplets in prostate adenocarcinoma.

作者信息

Li Fan, Li Hai, Hou Yi

机构信息

Department of Urology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, P.R. China.

出版信息

Oncol Lett. 2019 Oct;18(4):4040-4047. doi: 10.3892/ol.2019.10752. Epub 2019 Aug 16.

Abstract

Prostate adenocarcinoma (PRAD) is one of the most common causes of cancer-associated mortality worldwide. Recent evidence has emphasized the role of competitive endogenous RNAs (ceRNA) in prostate cancer. However, the current understanding of the roles that ceRNAs play in survival-associated PRAD remains in its infancy. In the present study, a PRAD-specific ceRNA network was constructed by integrating long non-coding RNA (lncRNA)-microRNA (miRNA)-gene interactions using experimental and computational methods, as well as expression correlations from The Cancer Genome Atlas database. The topological features of the ceRNA network were then analyzed and the PRAD-risk lncRNAs were compared with non-risk lncRNAs within this network. It was revealed that PRAD-risk lncRNAs had a higher degree, closeness and betweenness centrality, but also had the shortest path length. Finally, 42 significant PRAD-survival-associated triplets were identified. Notably, these triplets may form a compacted subnetwork composed of only 25 nodes (5 miRNAs, 4 lncRNAs and 16 genes) and 32 edges, indicating that some nodes were involved in many triplets. Among this subnetwork, mir-21 indicated the highest degree centrality and was demonstrated to exert its oncogenic effects in prostate tumors by downregulating transforming growth factor β receptor 2 (TGFBR2). Two triplets (MIR22HG_hsa-mir-21_TGFBR2 and MIR22HG_hsa-mir-21_BCL2) were finally identified; not only were they significantly associated with PRAD survival but they also had the highest average degree in the identified subnetwork. The results from the present study provide further insights into the understanding of the potential roles and interactions of ceRNA triplets and potential prognosis markers for PRAD.

摘要

前列腺腺癌(PRAD)是全球癌症相关死亡的最常见原因之一。最近的证据强调了竞争性内源性RNA(ceRNA)在前列腺癌中的作用。然而,目前对ceRNAs在与生存相关的PRAD中所起作用的理解仍处于起步阶段。在本研究中,通过使用实验和计算方法整合长链非编码RNA(lncRNA)-微小RNA(miRNA)-基因相互作用以及来自癌症基因组图谱数据库的表达相关性,构建了一个PRAD特异性ceRNA网络。然后分析了ceRNA网络的拓扑特征,并将PRAD风险lncRNAs与该网络中的非风险lncRNAs进行了比较。结果显示,PRAD风险lncRNAs具有更高的度、接近度和中介中心性,但路径长度最短。最后,鉴定出42个与PRAD生存显著相关的三联体。值得注意的是,这些三联体可能形成一个仅由25个节点(5个miRNA、4个lncRNA和16个基因)和32条边组成的紧密子网,这表明一些节点参与了许多三联体。在这个子网中,mir-21显示出最高的度中心性,并被证明通过下调转化生长因子β受体2(TGFBR2)在前列腺肿瘤中发挥致癌作用。最终鉴定出两个三联体(MIR22HG_hsa-mir-21_TGFBR2和MIR22HG_hsa-mir-21_BCL2);它们不仅与PRAD生存显著相关,而且在鉴定出的子网中平均度最高。本研究结果为进一步理解ceRNA三联体的潜在作用和相互作用以及PRAD的潜在预后标志物提供了见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5454/6757318/708a3522ce26/ol-18-04-4040-g01.jpg

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