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外周动脉闭塞性疾病分子调控网络的计算机模拟分析

In silico analysis of the molecular regulatory networks in peripheral arterial occlusive disease.

作者信息

Guan Xuwen, Yang Xiaoyan, Wang Chunming, Bi Renbing

机构信息

Department of Vascular Intervention.

Geriatric Department, First People's Hospital of Jingmen City, Jingmen, Hubei Province.

出版信息

Medicine (Baltimore). 2020 May 22;99(21):e20404. doi: 10.1097/MD.0000000000020404.

Abstract

BACKGROUND

Peripheral arterial occlusive disease (PAOD) is a global public health concern that decreases the quality of life of the patients and can lead to disabilities and death. The aim of this study was to identify the genes and pathways associated with PAOD pathogenesis, and the potential therapeutic targets.

METHODS

Differentially expressed genes (DEGs) and miRNAs related to PAOD were extracted from the GSE57691 dataset and through text mining. Additionally, bioinformatics analysis was applied to explore gene ontology, pathways and protein-protein interaction of those DEGs. The potential miRNAs targeting the DEGs and the transcription factors (TFs) regulating miRNAs were predicted by multiple different databases.

RESULTS

A total of 59 DEGs were identified, which were significantly enriched in the inflammatory response, immune response, chemokine-mediated signaling pathway and JAK-STAT signaling pathway. Thirteen genes including IL6, CXCL12, IL1B, and STAT3 were hub genes in protein-protein interaction network. In addition, 513 miRNA-target gene pairs were identified, of which CXCL12 and PTPN11 were the potential targets of miRNA-143, and IL1B of miRNA-21. STAT3 was differentially expressed and regulated 27 potential target miRNAs including miRNA-143 and miRNA-21 in TF-miRNA regulatory network.

CONCLUSION

In summary, inflammation, immune response and STAT3-mediated miRNA-target genes axis play an important role in PAOD development and progression.

摘要

背景

外周动脉闭塞性疾病(PAOD)是一个全球公共卫生问题,它会降低患者的生活质量,并可能导致残疾和死亡。本研究的目的是确定与PAOD发病机制相关的基因和通路以及潜在的治疗靶点。

方法

从GSE57691数据集中并通过文本挖掘提取与PAOD相关的差异表达基因(DEG)和miRNA。此外,应用生物信息学分析来探索这些DEG的基因本体、通路和蛋白质-蛋白质相互作用。通过多个不同数据库预测靶向DEG的潜在miRNA以及调节miRNA的转录因子(TF)。

结果

共鉴定出59个DEG,它们在炎症反应、免疫反应、趋化因子介导的信号通路和JAK-STAT信号通路中显著富集。包括IL6、CXCL12、IL1B和STAT3在内的13个基因是蛋白质-蛋白质相互作用网络中的枢纽基因。此外,鉴定出513个miRNA-靶基因对,其中CXCL12和PTPN11是miRNA-143的潜在靶标,IL1B是miRNA-21的潜在靶标。在TF-miRNA调控网络中,STAT3差异表达并调控包括miRNA-143和miRNA-21在内的27个潜在靶标miRNA。

结论

总之,炎症、免疫反应和STAT3介导的miRNA-靶基因轴在PAOD的发生和发展中起重要作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/53fe/7250035/3d7528a6f6cf/medi-99-e20404-g001.jpg

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