多发性硬化症csf衍生风险mirna和关键基因的综合分析和鉴定

IF 2.8 4区 医学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Journal of Molecular Neuroscience Pub Date : 2022-07-11 DOI:10.1007/s12031-022-02007-9
Yingchao Su, Zhihui Li, Xinming Rang, Yifei Wang, Jin Fu
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引用次数: 2

摘要

多发性硬化症(MS)是一种常见的中枢神经系统慢性自身免疫性疾病,主要影响年轻人。越来越多的证据表明,脑脊液(CSF)中microRNAs (miRNAs)的失调与MS作为一种潜在的生物标志物有关。然而,缺乏对CSF mirna及其靶基因的全面评估。本文通过人工搜索,从大量研究中获得了MS患者CSF异常表达的mirna。有了这些mirna的详细信息,我们利用在线数据库筛选免疫相关靶基因,并进一步进行基因本体(GO)和京都基因与基因组百科全书(KEGG)途径分析。为了确定MS高危通路和关键基因,我们构建了通路串扰和通路-基因网络,随后建立了蛋白-蛋白相互作用(PPI)网络。从ArrayExpress收集的数据集用于评估关键基因。总的来说,21个ms相关的CSF mirna被纳入本研究。随后,我们确定了469个ms相关基因和14个高危通路。在通路-基因网络中,27个关键的ms相关基因参与了至少一半的高危通路,这些基因被用来鉴定关键基因。最后,通过调控关键风险基因MAPK1、AKT1和VEGFA, miR-150、miR-328和miR-34c-5p被确定为风险mirna。其中,通过转录组学数据集验证了MS患者脑脊液细胞中VEGFA的显著降低。这些发现可能提供潜在的生物标志物或治疗靶点,并有助于阐明MS发病机制的分子机制。
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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Integrated Analysis and Identification of CSF-Derived Risk miRNAs and Pivotal Genes in Multiple Sclerosis

Multiple sclerosis (MS) is a common chronic autoimmune disorder of the central nervous system that predominantly affects young adults. Mounting evidence indicates that deregulation of microRNAs (miRNAs) in cerebrospinal fluid (CSF) has been implicated in MS as a potential biomarker. However, comprehensive assessments of CSF miRNAs and their target genes are lacking. Here, aberrantly expressed CSF miRNAs of MS patients were obtained from numerous studies by manual search. With detailed information on these miRNAs, we utilized online databases to screen out immune-related target genes and further performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses. To identify MS high-risk pathways and pivotal genes, pathway crosstalk and pathway-gene networks were constructed, followed by the establishment of a protein–protein interaction (PPI) network. The datasets collected from ArrayExpress were used to assess pivotal genes. Overall, 21 MS-related CSF miRNAs were included in this study. Subsequently, we identified 469 MS-related genes and 14 high-risk pathways. In the pathway-gene network, 27 critical MS-related genes participated in at least half of the high-risk pathways, and these genes were used to identify pivotal genes. Finally, miR-150, miR-328, and miR-34c-5p were determined to be risk miRNAs via the regulation of the pivotal risk genes MAPK1, AKT1, and VEGFA. Among them, VEGFA was validated to be significantly decreased in the CSF cells of MS patients by transcriptomic datasets. These findings may provide potential biomarkers or therapeutic targets and help elucidate the molecular mechanisms underlying the pathogenesis of MS.

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来源期刊
Journal of Molecular Neuroscience
Journal of Molecular Neuroscience 医学-神经科学
CiteScore
6.60
自引率
3.20%
发文量
142
审稿时长
1 months
期刊介绍: The Journal of Molecular Neuroscience is committed to the rapid publication of original findings that increase our understanding of the molecular structure, function, and development of the nervous system. The criteria for acceptance of manuscripts will be scientific excellence, originality, and relevance to the field of molecular neuroscience. Manuscripts with clinical relevance are especially encouraged since the journal seeks to provide a means for accelerating the progression of basic research findings toward clinical utilization. All experiments described in the Journal of Molecular Neuroscience that involve the use of animal or human subjects must have been approved by the appropriate institutional review committee and conform to accepted ethical standards.
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