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Frequency of MicroRNA Response Elements Identifies Pathologically Relevant Signaling Pathways in Triple-Negative Breast Cancer

机译:MicroRNA响应元件的频率识别三阴性乳腺癌中病理相关的信号通路

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摘要

Complex interactions between mRNAs and microRNAs influence cellular functions. The mRNA-microRNA interactions also determine the post-transcriptional availability of mRNAs and unbound microRNAs. MicroRNAs binds to one or more microRNA response elements (MREs) located on the 3′UTR of mRNAs. In this study, we leveraged MREs and their frequencies in cancer and matched normal tissues to obtain insights into disease-specific interactions between mRNAs and microRNAs. We developed a bioinformatics method “ReMIx” that utilizes RNA sequencing (RNA-Seq) data to quantify MRE frequencies across the transcriptome. We applied ReMIx to triple-negative (TN) breast cancer tumor-normal adjacent pairs and identified MREs specific to TN tumors. ReMIx identified candidate mRNAs and microRNAs in the MAPK signaling cascade. Further analysis of MAPK gene regulatory networks revealed microRNA partners that influence and modulate MAPK signaling. In conclusion, we demonstrate a novel method of using MREs in the identification of functionally relevant mRNA-microRNA interactions in TN breast cancer.
机译:MRNA和MicroRNA之间的复杂相互作用影响细胞功能。 mRNA-microRNA相互作用还确定MRNA和未结合的MicroRNA的后转录后可用性。 MicroRNAS与位于MRNA的3'UTR上的一个或多个MicroRNA反应元件(MRE)结合。在这项研究中,我们利用MRES和它们在癌症中的频率和匹配的正常组织,以获得对MRNA和MICRRNA之间的疾病特异性相互作用的见解。我们开发了一种生物信息学方法“混合物”,其利用RNA测序(RNA-SEQ)数据来量化转录组的MRE频率。我们将混合物应用于三阴性(TN)乳腺癌肿瘤正常相邻对并鉴定了特异于TN肿瘤的MRE。 REMIX确定了MAPK信号级联中的候选MRNA和MicroRNA。 MAPK基因监管网络的进一步分析显示了影响和调制MAPK信号的MicroRNA合作伙伴。总之,我们展示了使用MRE在鉴定TN乳腺癌中使用MRNA-Microrna相互作用的新方法。

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