Li Lianling, Liu Zhiguo
Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan Province, P. R. China.
Department of Neurosurgery, Centtal Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250012, P. R. China.
Mol Neurobiol. 2025 Mar;62(3):2903-2925. doi: 10.1007/s12035-024-04396-x. Epub 2024 Aug 27.
A bioinformatics analysis was conducted to screen for relevant expression datasets of the transcription factor SRF knockout mice. The aim was to investigate the relationship between SRF and m6A-related genes, predict how SRF regulates the m6A modification of GEM genes mediated by METTL3, and explore potential molecular mechanisms associated with neurotrauma. Disease gene databases such as GeneCards, DisGeNET, and Phenolyzer, and transcription factor databases TFDB and TRRUST, were used to obtain epilepsy-related genes and transcription factors. The intersection was then selected. Expression data of SRF knockout epilepsy mice were obtained from the GEO database and used to filter differentially expressed genes. Important module genes related to the disease were selected through WGCNA co-expression analysis. The intersection between these genes and the differentially expressed genes was performed, followed by PPI network analysis and GO/KEGG enrichment analysis. Furthermore, the core genes were selected using the cytoHubba plugin of the Cytoscape software. Differential expression analysis was performed on m6A-related factors in the GEO dataset, and the relationship between SRF and m6A-related factors and core genes was analyzed. The m6A binding sites of SRF with the METTL3 promoter and target gene Gem were predicted using the AnimalTFDB and SRAMP websites, respectively. We found that the transcription factor SRF may be a key gene in epilepsy during neuronal development. Further WGCNA analysis showed that 129 module genes were associated with SRF knockout epilepsy, and these differentially expressed genes were mainly enriched in the neuroactive ligand-receptor interaction pathway. The final results indicate that knocking out SRF may inhibit the transcription of METTL3, thereby inhibiting the m6A modification of Gem and leading to upregulation of Gem expression, thereby playing an important role in neuronal damage. Knocking out the SRF gene may inhibit the transcription of m6A methyltransferase METTL3, thereby inhibiting the m6A modification of GEM genes mediated by METTL3, promoting GEM gene expression, and leading to the occurrence of epilepsy-related neuron injury. Further investigation revealed that SRF overexpression can potentially enhance the transcription of METTL3, thus promoting m6A modification of GEM, resulting in downregulation of GEM expression. This process regulates oxidative stress in epileptic mouse neurons, suppresses inflammatory responses, and mitigates associated damage. Additionally, an in vitro neuronal epileptic model was established, and experimental techniques such as qRT-PCR and WB were employed to assess the expression of SRF, METTL3, and GEM in hippocampal tissues and neurons. The experimental results were consistent with our predictions, demonstrating that overexpression of SRF can inhibit the development of epilepsy-related neuronal damage. This study reveals that knockout of the SRF gene may suppress the transcription of m6A methyltransferase METTL3, thereby inhibiting m6A modification of the GEM gene mediated by METTL3 and subsequently promoting the expression of the GEM gene, leading to the occurrence of epilepsy-related neuronal damage.
进行了一项生物信息学分析,以筛选转录因子SRF基因敲除小鼠的相关表达数据集。目的是研究SRF与m6A相关基因之间的关系,预测SRF如何调节由METTL3介导的GEM基因的m6A修饰,并探索与神经创伤相关的潜在分子机制。使用诸如GeneCards、DisGeNET和Phenolyzer等疾病基因数据库以及转录因子数据库TFDB和TRRUST来获取癫痫相关基因和转录因子。然后选择交集。从GEO数据库中获取SRF基因敲除癫痫小鼠的表达数据,并用于筛选差异表达基因。通过WGCNA共表达分析选择与疾病相关的重要模块基因。对这些基因与差异表达基因进行交集分析,随后进行PPI网络分析和GO/KEGG富集分析。此外,使用Cytoscape软件的cytoHubba插件选择核心基因。对GEO数据集中的m6A相关因子进行差异表达分析,并分析SRF与m6A相关因子和核心基因之间的关系。分别使用AnimalTFDB和SRAMP网站预测SRF与METTL3启动子和靶基因Gem的m6A结合位点。我们发现转录因子SRF可能是神经元发育过程中癫痫的关键基因。进一步的WGCNA分析表明,129个模块基因与SRF基因敲除癫痫相关,这些差异表达基因主要富集在神经活性配体-受体相互作用途径中。最终结果表明,敲除SRF可能抑制METTL3的转录,从而抑制Gem的m6A修饰并导致Gem表达上调,从而在神经元损伤中起重要作用。敲除SRF基因可能抑制m6A甲基转移酶METTL3的转录,从而抑制由METTL3介导的GEM基因的m6A修饰,促进GEM基因表达,并导致癫痫相关神经元损伤的发生。进一步研究发现,SRF过表达可能会增强METTL3的转录,从而促进GEM的m6A修饰,导致GEM表达下调。这个过程调节癫痫小鼠神经元中的氧化应激,抑制炎症反应,并减轻相关损伤。此外,建立了体外神经元癫痫模型,并采用qRT-PCR和WB等实验技术评估海马组织和神经元中SRF、METTL3和GEM的表达。实验结果与我们的预测一致,表明SRF过表达可以抑制癫痫相关神经元损伤的发展。这项研究表明,敲除SRF基因可能会抑制m6A甲基转移酶METTL3的转录,从而抑制由METTL3介导的GEM基因的m6A修饰,随后促进GEM基因的表达,导致癫痫相关神经元损伤的发生。