通过综合生物信息学方法鉴定与缺血性卒中相关的差异表达microrna。

IF 2.6 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY International Journal of Genomics Pub Date : 2022-10-10 eCollection Date: 2022-01-01 DOI:10.1155/2022/9264555
Shengqiang Jiang, Jie Wu, Yan Geng, Yuting Zhang, Yupeng Wang, Jinrong Wu, Chunqu Lu, Guoxuan Luo, Jie Zan, Yong Zhang
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引用次数: 2

摘要

缺血性中风(IS)是全世界致残和死亡的主要原因之一。本研究旨在利用生物信息学方法寻找与IS相关的关键外泌体mirna,揭示IS潜在的生物标志物,并研究鉴定的生物标志物与IS患者外周血免疫细胞模式之间的关系。本研究利用R软件,从GEO数据库(GSE199942)中获得IS患者与健康对照血清外泌体中3个上调mirna (hsa-miR-15b-5p、hsa-miR-184和hsa-miR-16-5p),从GSE22255中获得IS患者外周血单个核细胞中25个下调基因。GO注释和KEGG通路富集分析表明,25个下调基因与辅酶代谢过程相关,主要富集于n-聚糖生物合成途径。此外,我们使用LASSO算法对上述25个交叉基因进行了缩小,并鉴定出8个关键基因,对区分IS患者和健康对照具有较好的诊断价值,并进行ROC曲线分析。CIBERSORT算法显示M0巨噬细胞和静止肥大细胞的丰度明显低于对照组。spearman相关分析显示,STT3A与滤泡辅助性T细胞、活化NK细胞和静息树突状细胞比例呈负相关。最后,GSE117064显示has-miR-16-5p对脑卒中的诊断更有利。总之,hsa-miR-15b-5p、hsa-miR-184和hsa-miR-16-5p被确定为IS患者特异性相关外泌体mirna。这些基因可能为IS的早期识别提供新的靶点。
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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Identification of Differentially Expressed microRNAs Associated with Ischemic Stroke by Integrated Bioinformatics Approaches.

Ischemic stroke (IS) is one of the leading causes of disability and mortality worldwide. This study aims to find the crucial exosomal miRNAs associated with IS by using bioinformatics methods, reveal potential biomarkers for IS, and investigate the association between the identified biomarker and immune cell pattern in the peripheral blood of IS patients. In this study, 3 up-regulated miRNAs (hsa-miR-15b-5p, hsa-miR-184, and hsa-miR-16-5p) miRNAs in the serum exosomes between IS patients and healthy controls from GEO database (GSE199942) and 25 down-regulated genes of peripheral blood mononuclear cells of IS patients from GSE22255 were obtained with the help of the R software. GO annotation and KEGG pathway enrichment analysis showed that the 25 down-regulated genes were associated with coenzyme metabolic process and were mainly enriched in the N-glycan biosynthesis pathway. Furthermore, we performed the LASSO algorithm to narrow down the above 25 intersected genes, and identified 8 key genes which had a good diagnostic value in discriminating IS patients from the healthy controls analyzed with ROC curve. CIBERSORT algorithm indicated that the abundance of M0 macrophages and resting mast cells was significantly lower than that of the control group. The spearman correlation analysis showed that STT3A was negatively correlated with the proportion of follicular helper T cells, activated NK cells and resting dendritic cells. Finally, GSE117064 showed that has-miR-16-5p was more advantageous for diagnosing stroke. In conclusion, hsa-miR-15b-5p, hsa-miR-184, and hsa-miR-16-5p are identified as specific related exosomal miRNAs for IS patients. These genes may provide new targets for the early identification of IS.

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来源期刊
International Journal of Genomics
International Journal of Genomics BIOCHEMISTRY & MOLECULAR BIOLOGY-BIOTECHNOLOGY & APPLIED MICROBIOLOGY
CiteScore
5.40
自引率
0.00%
发文量
33
审稿时长
17 weeks
期刊介绍: International Journal of Genomics is a peer-reviewed, Open Access journal that publishes research articles as well as review articles in all areas of genome-scale analysis. Topics covered by the journal include, but are not limited to: bioinformatics, clinical genomics, disease genomics, epigenomics, evolutionary genomics, functional genomics, genome engineering, and synthetic genomics.
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