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一种综合的生物信息学方法揭示了 microRNA-30b-5p 和 let-7a-5p 在 SARS CoV-2 刺突 1 介导的神经炎症中的潜在作用。

An integrated bioinformatics approach reveals the potential role of microRNA-30b-5p and let-7a-5p during SARS CoV-2 spike-1 mediated neuroinflammation.

机构信息

Division of Immunology and Serology, ICMR-National Institute of Translational Virology & AIDS Research (NITVAR), MIDC, Bhosari, Pune, Maharashtra, India.

Division of Immunology and Serology, ICMR-National Institute of Translational Virology & AIDS Research (NITVAR), MIDC, Bhosari, Pune, Maharashtra, India.

出版信息

Int J Biol Macromol. 2024 Oct;277(Pt 4):134329. doi: 10.1016/j.ijbiomac.2024.134329. Epub 2024 Aug 7.

Abstract

SARS-CoV-2 induced neuroinflammation contributing to neurological sequelae is one of the critical outcomes of long-COVID, however underlying regulatory mechanisms involved therein are poorly understood. We deciphered the profile of dysregulated microRNAs, their targets, associated pathways, protein-protein interactions (PPI), transcription factor-hub genes interaction networks, hub genes-microRNA co-regulatory networks in SARS-CoV-2 Spike-1 (S1) stimulated microglial cells along with candidate drug prediction using RNA-sequencing and multiple bioinformatics approaches. We identified 11 dysregulated microRNAs in the S1-stimulated microglial cells (p < 0.05). KEGG analysis revealed involvement of important neuroinflammatory pathways such as MAPK signalling, PI3K-AKT signalling, Ras signalling and axon guidance. PPI analysis further identified 11 hub genes involved in these pathways. Real time PCR validation confirmed a significant upregulation of microRNA-30b-5p and let-7a-5p; proinflammatory cytokines- IL-6, TNF-α, IL-1β, GM-CSF; and inflammatory genes- PIK3CA and AKT in the S1-stimulated microglial cells, while PTEN and SHIP1 expression was decreased as compared to the non-stimulated cells. Drug prediction analysis further indicated resveratrol, diclofenac and rapamycin as the potential drugs based on their degree of interaction with hub genes. Thus, targeting of these microRNAs and/or their intermediate signalling molecules would be a prospective immunotherapeutic approach in alleviating SARS-CoV-2-S1 mediated neuroinflammation; and needs further investigations.

摘要

SARS-CoV-2 诱导的神经炎症导致的神经系统后遗症是长新冠的关键后果之一,但其潜在的调节机制尚不清楚。我们通过 RNA 测序和多种生物信息学方法,揭示了 SARS-CoV-2 Spike-1(S1)刺激的小胶质细胞中失调的 microRNAs 及其靶标、相关途径、蛋白质-蛋白质相互作用(PPI)、转录因子-枢纽基因相互作用网络、枢纽基因-microRNA 共同调节网络的特征,并进行了候选药物预测。我们发现 S1 刺激的小胶质细胞中有 11 个失调的 microRNAs(p < 0.05)。KEGG 分析显示,重要的神经炎症途径如 MAPK 信号、PI3K-AKT 信号、Ras 信号和轴突导向等都涉及其中。PPI 分析进一步确定了 11 个参与这些途径的枢纽基因。实时 PCR 验证证实了 microRNA-30b-5p 和 let-7a-5p、促炎细胞因子-IL-6、TNF-α、IL-1β、GM-CSF 和炎症基因-PIK3CA 和 AKT 在 S1 刺激的小胶质细胞中显著上调,而与未刺激细胞相比,PTEN 和 SHIP1 的表达降低。药物预测分析进一步表明,白藜芦醇、双氯芬酸和雷帕霉素是潜在的药物,因为它们与枢纽基因的相互作用程度很高。因此,针对这些 microRNAs 及其中间信号分子可能是一种有前途的免疫治疗方法,可减轻 SARS-CoV-2-S1 介导的神经炎症;需要进一步研究。

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