前列腺癌中循环小rna的计算机meta分析

A. Singh, Neeti Sharma
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引用次数: 1

摘要

循环microRNAs (Circulatory microRNAs, miRNAs)是一类新兴的非编码RNA分子,它调控着许多重要的分子和生物学过程。我们的目的是利用集成的硅生物信息学方法阐明循环mirna在前列腺癌(PCa)中的作用。我们描述了一种新的靶标预测和功能分析方案,该方案应用于PCa中40种高度差异失调的循环mirna。这个框架包括:(i)来自先前文献和微阵列分析的这些循环mirna参与的证据;(ii)目标预测工具的预测结果重叠,包括miRTarBase、miRDB、DIANA- microt4.0和TargetScan(结合计算学习、比对、相互作用能和统计测试,以最大限度地减少假阳性);(iii)基因本体论(GO)以及miRNA靶点及其途径的途径富集分析;(iv)将这些途径与肿瘤发生和癌症标志联系起来。超过200个靶基因和40个调控途径被检索和分析,随后将它们的作用与癌症标志过程联系起来。Wnt信号通路、细胞周期、MAPK信号通路、Cadherin信号通路、Integrin信号通路和Ras信号通路是生物信息学分析中发现的一些调控通路。这些信号传导和发育途径相互作用并调节干细胞更新,从而表明循环mirna在PCa发展中的明确作用。我们的研究发现miR-181, miR-9, Let-7家族,miR-26b循环mirna,在癌变途径中起主要作用,因此提出它们在PCa的发生和发展中作为潜在的生物标志物的作用。
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In silico Meta-Analysis of Circulatory microRNAs in Prostate Cancer
Circulatory microRNAs (miRNAs) have emerged as a new class of non coding RNA molecules which regulate many crucial molecular and biological processes. We have aimed to shed light on the roles of circulatory miRNAs in Prostate Cancer (PCa) using an integrative in silico bioinformatics approach. We have described a new protocol for target prediction and functional analysis which was applied to 40 highly differentially dysregulated circulatory miRNAs in PCa. This framework comprises: (i) evidence of involvement of these circulatory miRNAs from previous literature and microarray analysis (ii) overlap of prediction results by target prediction tools, including miRTarBase, miRDB, DIANA- microT 4.0 and TargetScan (combining computational learning, alignment, interaction energy and statistical tests for minimization of false positives), (iii) gene ontology (GO) along with pathway enrichment analysis of the miRNA targets and their pathways and (iv) linking these pathways to oncogenesis and cancer hallmarks. More than 200 target genes and 40 regulatory pathways were retrieved and analysed which was followed by associating their roles with cancer hallmark processes. Wnt signalling, Cell cycle, MAPK signalling, Cadherin signalling, Integrin signalling and Ras pathways were some of the identified regulatory pathways during bioinformatics analysis. These signalling and developmental pathways crosstalk and regulate stem cell renewal thus indicating a definite role of circulatory miRNAs in PCa development. Our study identified miR-181, miR-9, Let-7 family, miR-26b circulatory miRNAs, to be contributing majorly in the oncogenic pathways, thus proposing their role as potential biomarkers in PCa initiation and progression.
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