微rna通过下调SOCS3表达调控肿瘤发生:一种计算机方法。

IF 2.3 Q3 BIOCHEMICAL RESEARCH METHODS
Sura Al-Asadi, Hiba Mansour, Ahmed Jwaid Ataimish, Rusul Al-Kahachi, Jamila Rampurawala
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引用次数: 0

摘要

肿瘤微环境的特点是由于信号通路的中断而发生重大变化,影响广泛的细胞活动,如增殖、分化、信号传导、侵袭、迁移和凋亡。同样,由于细胞因子信号传导异常,细胞因子信号传导3 (SOCS3)的下调抑制因子可促进JAK/STAT功能的增加,从而导致细胞增殖、分化和迁移增加。包括乳腺癌、前列腺癌、肝细胞癌、胰腺癌和结直肠癌在内的多种癌症都涉及到由于microRNA过表达而导致SOCS3表达的破坏。microrna是一种小的、保守的、非编码的RNA分子,通过转录后抑制和mRNA不稳定来调节基因表达。本研究的目的是鉴定可能与SOCS3相互作用并下调其表达的microrna。在本研究中,使用miRWalk、TargetScan和miRDB来鉴定与SOCS3相互作用的microrna,而使用RNA22来鉴定238个重要microrna的结合位点。通过MC Sym和RNAComposer分别预测了入围microrna和SOCS3区域的三级结构。在分子对接方面,利用HDOCK预测了80个microRNA-messengerRNA复合物,并对前5个候选复合物的相互作用进行了评估。根据最小结合亲和力评分和最大置信度评分对配合物进行筛选。本研究确定了已知(miR-203a-5p)和新型(miR-6756-5p, miR-6732-5p, miR-1203, miR-6887-5p) microrna与SOCS3区域的相互作用,因为它们之间的相互作用最大。确定这些microrna与SOCS3的相互作用将显著促进对肿瘤发展过程中oncomir(与癌症发展相关的mirna)的理解,因为它们影响SOCS3的表达。这些见解将有助于未来的研究了解mirna - socs3相关肿瘤发生和进展的意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

MicroRNAs Regulate Tumorigenesis by Downregulating SOCS3 Expression: An <i>In silico</i> Approach.

MicroRNAs Regulate Tumorigenesis by Downregulating SOCS3 Expression: An <i>In silico</i> Approach.

MicroRNAs Regulate Tumorigenesis by Downregulating SOCS3 Expression: An <i>In silico</i> Approach.

MicroRNAs Regulate Tumorigenesis by Downregulating SOCS3 Expression: An In silico Approach.

Tumor microenvironment is characterized by the occurrence of significant changes due to disrupted signaling pathways that affect a broad spectrum of cellular activities such as proliferation, differentiation, signaling, invasiveness, migration, and apoptosis. Similarly, a downregulated suppressor of cytokine signaling 3 (SOCS3) promotes increased JAK/STAT function due to aberrant cytokine signaling, which results in increased cell proliferation, differentiation, and migration. Multiple carcinomas including breast cancer, prostate cancer, hepatocellular carcinoma, pancreatic cancer, and colorectal cancer involve the disruption of SOCS3 expression due to microRNA overexpression. MicroRNAs are small, conserved, and non-coding RNA molecules that regulate gene expression through post-transcriptional inhibition and mRNA destabilization. The aim of this study was to identify putative microRNAs that interact with SOCS3 and downregulate its expression. In this study, miRWalk, TargetScan, and miRDB were used to identify microRNAs that interact with SOCS3, whereas RNA22 was utilized to identify the binding sites of 238 significant microRNAs. The tertiary structures of shortlisted microRNAs and SOCS3 regions were predicted through MC Sym and RNAComposer, respectively. For molecular docking, HDOCK was used, which predicted 80 microRNA-messengerRNA complexes and the interactions of the top 5 shortlisted complexes were assessed. The complexes were shortlisted on the basis of least binding affinity score and maximum confidence score. This study identifies the interactions of known (miR-203a-5p) and novel (miR-6756-5p, miR-6732-5p, miR-1203, miR-6887-5p) microRNAs with SOCS3 regions due to their maximum interactions. Identifying the interactions of these microRNAs with SOCS3 will significantly advance the understanding of oncomiRs (miRNAs that are associated with cancer development) in tumor development due to their influence on SOCS3 expression. These insights will assist in future studies to understand the significance of miRNA-SOCS3-associated tumor development and progression.

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来源期刊
Bioinformatics and Biology Insights
Bioinformatics and Biology Insights BIOCHEMICAL RESEARCH METHODS-
CiteScore
6.80
自引率
1.70%
发文量
36
审稿时长
8 weeks
期刊介绍: Bioinformatics and Biology Insights is an open access, peer-reviewed journal that considers articles on bioinformatics methods and their applications which must pertain to biological insights. All papers should be easily amenable to biologists and as such help bridge the gap between theories and applications.
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