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基于RNA测序鉴定参与血管性痴呆的微小RNA、转录因子及相应靶基因的调控机制

RNA sequencing-based identification of the regulatory mechanism of microRNAs, transcription factors, and corresponding target genes involved in vascular dementia.

作者信息

Zhao Kaiyue, Zeng Li, Cai Zhongdi, Liu Mimin, Sun Ting, Li Zhuorong, Liu Rui

机构信息

Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

出版信息

Front Neurosci. 2022 Sep 20;16:917489. doi: 10.3389/fnins.2022.917489. eCollection 2022.

DOI:10.3389/fnins.2022.917489
PMID:36203804
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9531238/
Abstract

Vascular dementia (VaD) is the second most common form of dementia with uncertain mechanisms and no effective treatments. microRNAs (miRNAs) and transcription factors (TFs) are considered regulatory factors of genes involved in many diseases. Therefore, this work investigated the aberrantly expressed miRNAs, TFs, corresponding target genes, and their co-regulatory networks in the cortex of rats with bilateral common carotid artery occlusion (2VO) to uncover the potential mechanism and biomarkers of VaD. Differentially expressed genes (DEGs), miRNAs (DEMs), and TFs (DETFs) were identified using RNA sequencing, and their interaction networks were constructed using Cytoscape. The results showed that rats with 2VO had declined cognitive abilities and neuronal loss in the cortex than sham rats. DEGs, DEMs, and DETFs were discriminated between rats with 2VO and sham rats in the cortex, as shown by the 13 aberrantly expressed miRNAs, 805 mRNAs, and 63 TFs. The miRNA-TF-target gene network was constructed, showing 523 nodes and 7237 edges. Five miRNAs (miR-5132-5p, miR-764-3p, miR-223-3p, miR-145-5p, and miR-122-5p), ten TFs (, , , , , -1, , , , and ), and seven target genes (, , , , , , and ) were chosen as the significant nodes to construct feed-forward loops (FFLs). Gene Ontology and pathway enrichment analysis revealed that these miRNA and TF-associated genes are mostly involved in the PI3K/Akt, neuroactive ligand-receptor interaction, calcium signaling, and Wnt signaling pathways, along with central locations around the cell membrane. They exert functions such as growth factor binding, integrin binding, and extracellular matrix structural constituent, with representative biological processes like vasculature development, cell-substrate adhesion, cellular response to growth factor stimulus, and synaptic transmission. Furthermore, the expression of three miRNAs (miR-145-5p, miR-122-5p, and miR-5132-5p), six TFs (, , , , , and ), and five mRNAs (, , , , and ) were significantly changed in rats with VaD, in line with the outcome of RNA sequencing. In the potential FFL, miR-145-5p directly bound and decreased its mRNA expression. These results might help the understanding of the underlying regulatory mechanisms of miRNA-TF-genes, providing potential therapeutic targets in VaD.

摘要

血管性痴呆(VaD)是第二常见的痴呆形式,其发病机制尚不明确,且没有有效的治疗方法。微小RNA(miRNA)和转录因子(TF)被认为是参与多种疾病的基因调控因子。因此,本研究调查了双侧颈总动脉闭塞(2VO)大鼠皮质中异常表达的miRNA、TF、相应的靶基因及其共调控网络,以揭示VaD的潜在机制和生物标志物。通过RNA测序鉴定差异表达基因(DEG)、miRNA(DEM)和TF(DETF),并使用Cytoscape构建它们的相互作用网络。结果表明,与假手术大鼠相比,2VO大鼠的认知能力下降,皮质神经元丢失。如13个异常表达的miRNA、805个mRNA和63个TF所示,在2VO大鼠和假手术大鼠的皮质中区分出了DEG、DEM和DETF。构建了miRNA-TF-靶基因网络,显示有523个节点和7237条边。选择5个miRNA(miR-5132-5p、miR-764-3p、miR-223-3p、miR-145-5p和miR-122-5p)、10个TF(,,,,,-1,,,,和)和7个靶基因(,,,,,,和)作为构建前馈环(FFL)的重要节点。基因本体论和通路富集分析表明,这些与miRNA和TF相关的基因大多参与PI3K/Akt、神经活性配体-受体相互作用、钙信号传导和Wnt信号通路,并且在细胞膜周围处于中心位置。它们发挥诸如生长因子结合、整合素结合和细胞外基质结构成分等功能,具有代表性的生物学过程如血管发育、细胞-基质粘附、细胞对生长因子刺激的反应和突触传递。此外,在VaD大鼠中,3个miRNA(miR-145-5p、miR-122-5p和miR-5132-5p)、6个TF(,,,,,和)和5个mRNA(,,,,和)的表达发生了显著变化,这与RNA测序结果一致。在潜在的FFL中,miR-145-5p直接结合并降低其mRNA表达。这些结果可能有助于理解miRNA-TF-基因的潜在调控机制,为VaD提供潜在的治疗靶点。

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