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同一前体微小RNA的miR-5p和miR-3p臂的协同失调可能是诱导细胞增殖和肿瘤发生的一种机制:一项肺癌研究。

Concordant dysregulation of miR-5p and miR-3p arms of the same precursor microRNA may be a mechanism in inducing cell proliferation and tumorigenesis: a lung cancer study.

作者信息

Mitra Ramkrishna, Lin Chen-Ching, Eischen Christine M, Bandyopadhyay Sanghamitra, Zhao Zhongming

机构信息

Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee 37203, USA.

Department of Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, Nashville, Tennessee 37232, USA.

出版信息

RNA. 2015 Jun;21(6):1055-65. doi: 10.1261/rna.048132.114. Epub 2015 Apr 7.

Abstract

A precursor microRNA (miRNA) has two arms: miR-5p and miR-3p (miR-5p/-3p). Depending on the tissue or cell types, both arms can become functional. However, little is known about their coregulatory mechanisms during the tumorigenic process. Here, by using the large-scale miRNA expression profiles of five cancer types, we revealed that several of miR-5p/-3p arms were concordantly dysregulated in each cancer. To explore possible coregulatory mechanisms of concordantly dysregulated miR-5p/-3p pairs, we developed a robust computational framework and applied it to lung cancer data. The framework deciphers miR-5p/-3p coregulated protein interaction networks critical to lung cancer development. As a novel part in the method, we uniquely applied the second-order partial correlation to minimize false-positive regulations. Using 279 matched miRNA and mRNA expression profiles extracted from tumor and normal lung tissue samples, we identified 17 aberrantly expressed miR-5p/-3p pairs that potentially modulate the gene expression of 35 protein complexes. Functional analyses revealed that these complexes are associated with cancer-related biological processes, suggesting the oncogenic potential of the reported miR-5p/-3p pairs. Specifically, we revealed that the reduced expression of miR-145-5p/-3p pair potentially contributes to elevated expression of genes in the "FOXM1 transcription factor network" pathway, which may consequently lead to uncontrolled cell proliferation. Subsequently, the regulation of miR-145-5p/-3p in the FOXM1signaling pathway was validated by a cohort of 104 matched miRNA and protein (reverse-phase protein array) expression profiles in lung cancer. In summary, our computational framework provides a novel tool to study miR-5p/-3p coregulatory mechanisms in cancer and other diseases.

摘要

前体微小RNA(miRNA)有两条臂:miR-5p和miR-3p(miR-5p/-3p)。根据组织或细胞类型的不同,两条臂都可能发挥功能。然而,关于它们在肿瘤发生过程中的共调控机制,我们却知之甚少。在此,通过使用五种癌症类型的大规模miRNA表达谱,我们发现几种miR-5p/-3p臂在每种癌症中均出现了一致的失调。为了探究miR-5p/-3p对一致失调的可能共调控机制,我们开发了一个强大的计算框架并将其应用于肺癌数据。该框架解析了对肺癌发展至关重要的miR-5p/-3p共调控蛋白相互作用网络。作为该方法的一个新颖部分,我们独特地应用二阶偏相关来最小化假阳性调控。利用从肿瘤和正常肺组织样本中提取的279对匹配的miRNA和mRNA表达谱,我们鉴定出17对异常表达的miR-5p/-3p对,它们可能调控35种蛋白复合物的基因表达。功能分析表明,这些复合物与癌症相关的生物学过程有关,这表明所报道的miR-5p/-3p对具有致癌潜力。具体而言,我们发现miR-145-5p/-3p对的表达降低可能导致“FOXM1转录因子网络”途径中的基因表达升高,进而可能导致细胞增殖失控。随后,通过对104对匹配的肺癌miRNA和蛋白质(反相蛋白质阵列)表达谱进行分析,验证了miR-145-5p/-3p在FOXM1信号通路中的调控作用。总之,我们的计算框架为研究癌症及其他疾病中miR-5p/-3p的共调控机制提供了一种新工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b300/4436660/ae2d82895275/1055F01.jpg

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