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用于心肌梗死病理和复发的微小RNA与转录因子共同调控网络分析

MiRNA and TF co-regulatory network analysis for the pathology and recurrence of myocardial infarction.

作者信息

Lin Ying, Sibanda Vusumuzi Leroy, Zhang Hong-Mei, Hu Hui, Liu Hui, Guo An-Yuan

机构信息

Hubei Bioinformatics &Molecular Imaging Key Laboratory, Department of Biomedical Engineering, Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China.

出版信息

Sci Rep. 2015 Apr 13;5:9653. doi: 10.1038/srep09653.

Abstract

Myocardial infarction (MI) is a leading cause of death in the world and many genes are involved in it. Transcription factor (TFs) and microRNAs (miRNAs) are key regulators of gene expression. We hypothesized that miRNAs and TFs might play combinatory regulatory roles in MI. After collecting MI candidate genes and miRNAs from various resources, we constructed a comprehensive MI-specific miRNA-TF co-regulatory network by integrating predicted and experimentally validated TF and miRNA targets. We found some hub nodes (e.g. miR-16 and miR-26) in this network are important regulators, and the network can be severed as a bridge to interpret the associations of previous results, which is shown by the case of miR-29 in this study. We also constructed a regulatory network for MI recurrence and found several important genes (e.g. DAB2, BMP6, miR-320 and miR-103), the abnormal expressions of which may be potential regulatory mechanisms and markers of MI recurrence. At last we proposed a cellular model to discuss major TF and miRNA regulators with signaling pathways in MI. This study provides more details on gene expression regulation and regulators involved in MI progression and recurrence. It also linked up and interpreted many previous results.

摘要

心肌梗死(MI)是全球主要的死亡原因之一,许多基因与之相关。转录因子(TFs)和微小RNA(miRNAs)是基因表达的关键调节因子。我们推测miRNAs和TFs可能在心肌梗死中发挥联合调节作用。从各种资源中收集心肌梗死候选基因和miRNAs后,我们通过整合预测的和实验验证的TF和miRNA靶标构建了一个全面的心肌梗死特异性miRNA-TF共调节网络。我们发现该网络中的一些枢纽节点(如miR-16和miR-26)是重要的调节因子,并且该网络可作为解释先前结果关联的桥梁,本研究中miR-29的情况就表明了这一点。我们还构建了心肌梗死复发的调节网络,并发现了几个重要基因(如DAB2、BMP6、miR-320和miR-103),其异常表达可能是心肌梗死复发的潜在调节机制和标志物。最后,我们提出了一个细胞模型来讨论心肌梗死中主要的TF和miRNA调节因子及其信号通路。本研究提供了更多关于心肌梗死进展和复发中基因表达调控及调节因子的详细信息。它还将许多先前的结果联系起来并进行了解释。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68bd/4394890/4df2cb9a9c50/srep09653-f1.jpg

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