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miR-101的过表达可能通过靶向双特异性磷酸酶1促进类风湿关节炎中的软骨降解。

Overexpression of miR-101 May Target DUSP1 to Promote the Cartilage Degradation in Rheumatoid Arthritis.

作者信息

Ye Yan, Bao Chunde, Fan Wei

机构信息

Department of Rheumatology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China.

出版信息

J Comput Biol. 2019 Oct;26(10):1067-1079. doi: 10.1089/cmb.2019.0021. Epub 2019 Jun 26.

Abstract

This study aimed to explore crucial genes that contribute to the development of rheumatoid arthritis (RA). Three GSE77298, GSE55457, and GSE55235 data sets were used to analyze the differentially expressed genes (DEGs) between RA synovial membrane tissue samples and normal synovial membrane tissue samples. Then, the functional enrichment analysis and protein-protein interactions (PPIs) construction were performed for DEGs. Subsequently, submodule analysis and regulatory network that contained transcription factors (TFs), microRNAs, and their targets were conducted. Finally, small-molecule drugs related to the DEGs were predicted. A total of 173 upregulated and 54 downregulated DEGs identified in at least 2 of 3 data sets. , , , , and were both highlighted in the PPI and submodule networks. In addition, miR-101, TF, , and had high degree in the regulatory network, and regulation pairs of miR-101- and TF- were obtained. Drugs such as alemtuzumab and marimastat were negatively related to expression of the DEGs and might be useful drugs for RA treatment. In addition, most DEGs were involved in innate immune response (e.g., , , , , and ) and phagosome pathway (e.g., ). We suggested that miR-101 that regulated , TF that regulated , as well as as and might contribute to the RA pathogenesis. In addition, anti-inflammatory agent alemtuzumab and matrix metalloproteinase inhibitor marimastat might be useful drugs for RA treatment through functioning on their target genes.

摘要

本研究旨在探索促成类风湿性关节炎(RA)发展的关键基因。使用三个GSE77298、GSE55457和GSE55235数据集来分析RA滑膜组织样本与正常滑膜组织样本之间的差异表达基因(DEG)。然后,对DEG进行功能富集分析和蛋白质 - 蛋白质相互作用(PPI)构建。随后,进行包含转录因子(TF)、微小RNA及其靶标的子模块分析和调控网络分析。最后,预测与DEG相关的小分子药物。在三个数据集中至少两个数据集中共鉴定出173个上调的DEG和54个下调的DEG。 、 、 、 和 在PPI和子模块网络中均被突出显示。此外,miR - 101、TF 、 和 在调控网络中具有高度连接性,并获得了miR - 101 - 和TF - 的调控对。诸如阿仑单抗和马立马司他等药物与DEG的表达呈负相关,可能是治疗RA的有用药物。此外,大多数DEG参与先天免疫反应(例如 、 、 、 和 )和吞噬体途径(例如)。我们认为,调控 的miR - 101、调控 的TF 以及作为 和 的 可能促成RA的发病机制。此外,抗炎药阿仑单抗和基质金属蛋白酶抑制剂马立马司他可能通过作用于其靶基因而成为治疗RA的有用药物。

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