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微小RNA反应元件介导的前列腺癌中微小RNA-微小RNA相互作用

MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer.

作者信息

Alshalalfa Mohammed

机构信息

Department of Computer Science, University of Calgary, 2500 University Dr. NW, Calgary, AB, Canada T2N 1N4 ; Biotechnology Research Center, Palestine Polytechnic University, Hebron, Palestine.

出版信息

Adv Bioinformatics. 2012;2012:839837. doi: 10.1155/2012/839837. Epub 2012 Nov 4.

Abstract

The cell is a highly organized system of interacting molecules including proteins, mRNAs, and miRNAs. Analyzing the cell from a systems perspective by integrating different types of data helps revealing the complexity of diseases. Although there is emerging evidence that microRNAs have a functional role in cancer, the role of microRNAs in mediating cancer progression and metastasis remains not fully explored. As the amount of available miRNA and mRNA gene expression data grows, more systematic methods combining gene expression and biological networks become necessary to explore miRNA function. In this work I integrated functional miRNA-target interactions with mRNA and miRNA expression to infer mRNA-mediated miRNA-miRNA interactions. The inferred network represents miRNA modulation through common targets. The network is used to characterize the functional role of microRNA response element (MRE) to mediate interactions between miRNAs targeting the MRE. Results revealed that miRNA-1 is a key player in regulating prostate cancer progression. 11 miRNAs were identified as diagnostic and prognostic biomarkers that act as tumor suppressor miRNAs. This work demonstrates the utility of a network analysis as opposed to differential expression to find important miRNAs that regulate prostate cancer.

摘要

细胞是一个由蛋白质、信使核糖核酸(mRNA)和微小核糖核酸(miRNA)等相互作用的分子组成的高度有序的系统。通过整合不同类型的数据从系统角度分析细胞,有助于揭示疾病的复杂性。尽管越来越多的证据表明微小核糖核酸在癌症中发挥功能作用,但其在介导癌症进展和转移中的作用仍未得到充分探索。随着可用的微小核糖核酸和信使核糖核酸基因表达数据量的增加,需要更系统的方法将基因表达与生物网络相结合来探索微小核糖核酸的功能。在这项工作中,我将功能性微小核糖核酸-靶标相互作用与信使核糖核酸和微小核糖核酸表达相结合,以推断信使核糖核酸介导的微小核糖核酸-微小核糖核酸相互作用。推断出的网络代表了通过共同靶标进行的微小核糖核酸调控。该网络用于表征微小核糖核酸反应元件(MRE)介导靶向MRE的微小核糖核酸之间相互作用的功能作用。结果表明,微小核糖核酸-1是调节前列腺癌进展的关键因素。11种微小核糖核酸被鉴定为作为肿瘤抑制性微小核糖核酸的诊断和预后生物标志物。这项工作证明了与差异表达相反,网络分析在寻找调节前列腺癌的重要微小核糖核酸方面的实用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d057/3502784/6ed7ebefd95f/ABI2012-839837.001.jpg

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