Xiao-Li Min, Li Guo, Zhenyu Wang, Lei Zhao, Chenglong Shi, Xiaoyong Liu, Zhen Wang, Fei-Fei Shang, Jiaping Wang
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The expression levels of the key genes were characterized by real-time quantitative polymerase chain reaction (RT-qPCR) and western blot in neuron-induced cell models. Additionally, possible regulatory networks of the key genes were analyzed.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>The screening process yielded 24 differentially expressed pivotal genes, which were predominantly enriched in processes related to epithelial cell proliferation regulation and hormone response. The PPI analysis yielded five key genes (Npas4, Nr4a3, Nr4a1, Egr4, and Egr1), which may exert regulatory roles primarily through peptide and peptide hormone responses. RT-qPCR and western blot assays confirmed that the expression levels of the key genes were elevated in the neuron-like differentiated cell model. However, these findings were inhibited by additional treatment with hypoxia. 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引用次数: 0
摘要
目的利用生物信息学分析方法,分析和鉴定缺血性脑卒中后神经元再生相关基因,并预测缺血性脑卒中后神经元再生的潜在治疗靶点。方法从Gene Expression Omnibus (GEO)数据库中获取GSE137482和GSE208121数据集,鉴定在GEO中表达减少而在IS后神经元再生中表达增加的差异表达枢纽基因为关键基因。为了鉴定关键基因,进行了功能富集和蛋白-蛋白相互作用(PPI)网络分析。采用实时定量聚合酶链反应(RT-qPCR)和western blot检测神经元诱导细胞模型中关键基因的表达水平。此外,还分析了关键基因可能的调控网络。结果筛选得到24个差异表达的关键基因,这些基因主要富集于上皮细胞增殖调控和激素反应相关的过程。PPI分析获得了5个关键基因(Npas4、Nr4a3、Nr4a1、Egr4和Egr1),它们可能主要通过肽和肽激素反应发挥调控作用。RT-qPCR和western blot检测证实,在神经元样分化细胞模型中,关键基因的表达水平升高。然而,这些发现被额外的缺氧治疗所抑制。关键基因调控网络分析显示,EGR1和NR4A1可能利用其转录因子特性调控枢纽基因,其中EGR1是主要调控因子。我们的细胞模型验证结果表明,上调EGR1可促进SH-SY5Y细胞的神经元样分化。结论EGR1可作为IS后神经元再生的潜在治疗靶点。
Analysis and Identification of Therapeutic Targets for Neuronal Regeneration After Ischemic Stroke
Objective
The aim of this study is to analyze and identify genes associated with neuronal regeneration after ischemic stroke (IS) and to predict potential therapeutic targets for neuronal regeneration after IS using bioinformatics analysis methods.
Methods
The GSE137482 and GSE208121 datasets were obtained from the Gene Expression Omnibus (GEO) database, and the differentially expressed hub genes that showed decreased expression in GEO and increased expression in neuronal regeneration after IS were identified as key genes. To identify the key genes, functional enrichment and Protein–Protein Interaction (PPI) network analysis were conducted. The expression levels of the key genes were characterized by real-time quantitative polymerase chain reaction (RT-qPCR) and western blot in neuron-induced cell models. Additionally, possible regulatory networks of the key genes were analyzed.
Results
The screening process yielded 24 differentially expressed pivotal genes, which were predominantly enriched in processes related to epithelial cell proliferation regulation and hormone response. The PPI analysis yielded five key genes (Npas4, Nr4a3, Nr4a1, Egr4, and Egr1), which may exert regulatory roles primarily through peptide and peptide hormone responses. RT-qPCR and western blot assays confirmed that the expression levels of the key genes were elevated in the neuron-like differentiated cell model. However, these findings were inhibited by additional treatment with hypoxia. The analysis of the key gene regulatory network revealed that EGR1 and NR4A1 might regulate hub genes by utilizing their transcription factor properties, with EGR1 being the predominant regulator. The validation results from our cellular model indicated that upregulating EGR1 promotes neuronal-like differentiation in SH-SY5Y cells.
Conclusion
EGR1 could potentially serve as a therapeutic target for neuronal regeneration following IS.
期刊介绍:
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