Identification of diagnostic microRNAs and their target genes in multiple sclerosis based on interactome networks using an in silico approach.

IF 0.9 Q4 CLINICAL NEUROLOGY
Azizeh Asadzadeh, Sara Esmailzadeh, Fatemeh Jeldani, Peyman Naderi, Zahra Rahmani
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引用次数: 0

Abstract

Background: The most common demyelinating disease of nerve fibers in the brain and spinal cord is multiple sclerosis (MS) which is associated with several disabilities. By early diagnosis and treatment of MS, the progression of disability can be slowed down. For this purpose, our study aims to identify diagnostic micro ribonucleic acids (miRNAs) and their target genes in MS. Methods: For the screening of up-regulated and down-regulated genes and miRNAs in patients with MS, GSE17846 (platform: GPL9040, 20 MS samples and 21 control samples), GSE108000 (platform: GPL570, 7 chronic active MS lesions, 8 inactive MS lesions, and 10 controls), and GSE135511 (platform: GPL6883, 20 cases of MS and 10 controls) were extracted from the Gene Expression Omnibus (GEO) database and analyzed based on criteria |log2 (fold change)| > 1 and P-value < 0.05. Protein-protein and miRNA-messenger ribonucleic acid (mRNA) interaction networks were constructed by Cytoscape version 3.9.1 and then, miRNAs and common target genes were detected in MS. Finally, functional enrichment analysis of common target genes was obtained. Results: 9 diagnostic miRNAs, including hsa-miR-107, hsa-miR-574-5p, hsa-miR-1206, hsa-miR-142-3p, hsa-miR-1275, hsa-miR-140-5p, hsa-miR-1207-5p, hsa-miR-613, and hsa-miR-1258 were identified. We also detected 12 target genes for these miRNAs involved in MS. The genes were PLXDC2, Potassium voltage-gated channel subfamily C member 1 (KCNC1), FCGBP, MS4A6A, SNAP25, CCL2, FGF13, GABRG2, SLC5A3, KCNC2, MAL2, and HTR5A. Conclusion: This research introduces miRNAs and their target genes associated with MS as biomarkers to develop new diagnostic and treatment methods. However, this research can be enhanced by additional validation procedures, such as in vitro and in vivo tests of these discovered biomarkers.

基于相互作用组网络的多发性硬化症诊断性microrna及其靶基因的鉴定。
背景:最常见的脑和脊髓神经纤维脱髓鞘疾病是多发性硬化症(MS),它与几种残疾有关。通过对多发性硬化症的早期诊断和治疗,可以减缓残疾的进展。为此,我们的研究旨在鉴定MS中的诊断性微核糖核酸(miRNAs)及其靶基因。方法:筛选MS患者中上调和下调的基因和miRNAs, GSE17846(平台:GPL9040, 20个MS样本和21个对照样本),GSE108000(平台:GPL570, 7个MS慢性活动性病变,8个MS非活动性病变,10个对照),GSE135511(平台:从Gene Expression Omnibus (GEO)数据库中提取GPL6883, 20例MS和10例对照),根据标准|log2 (fold change)| > 1和p值< 0.05进行分析。利用Cytoscape version 3.9.1构建蛋白-蛋白和mirna -信使核糖核酸(mRNA)相互作用网络,在ms中检测mirna和共同靶基因,最后对共同靶基因进行功能富集分析。结果:共鉴定出9种诊断mirna,包括hsa-miR-107、hsa-miR-574-5p、hsa-miR-1206、hsa-miR-142-3p、hsa-miR-1275、hsa-miR-140-5p、hsa-miR-1207-5p、hsa-miR-613和hsa-miR-1258。我们还检测到这些mirna参与ms的12个靶基因,分别是PLXDC2、钾电压门控通道亚家族C成员1 (KCNC1)、FCGBP、MS4A6A、SNAP25、CCL2、FGF13、GABRG2、SLC5A3、KCNC2、MAL2和HTR5A。结论:本研究引入与MS相关的mirna及其靶基因作为生物标志物,开发新的诊断和治疗方法。然而,这项研究可以通过额外的验证程序来加强,例如对这些发现的生物标志物进行体外和体内测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Current Journal of Neurology
Current Journal of Neurology CLINICAL NEUROLOGY-
CiteScore
0.80
自引率
14.30%
发文量
30
审稿时长
12 weeks
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