Sardar Rahila, Satish Deepshikha, Gupta Dinesh
Translational Bioinformatics Group, International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, India.
Department of Biochemistry, Jamia Hamdard, New Delhi, India.
Front Genet. 2020 Oct 14;11:571274. doi: 10.3389/fgene.2020.571274. eCollection 2020.
Understanding the host regulatory mechanisms opposing virus infection and virulence can provide actionable insights to identify novel therapeutics against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We have used a network biology approach to elucidate the crucial factors involved in host responses involving host-microRNA (miRNA) interactions with host and virus genes using recently published experimentally verified protein-protein interaction data. We were able to identify 311 host genes to be potentially targetable by 2,197 human miRNAs. These miRNAs are known to be involved in various biological processes, such as T-cell differentiation and activation, virus replication, and immune system. Among these, the anti-viral activity of 38 miRNAs to target 148 host genes is experimentally validated. Six anti-viral miRNAs, namely, hsa-miR-1-3p, hsa-miR-17-5p, hsa-miR-199a-3p, hsa-miR-429, hsa-miR-15a-5p, and hsa-miR-20a-5p, are previously reported to be anti-viral in respiratory diseases and were found to be downregulated. The interaction network of the 2,197 human miRNAs and interacting transcription factors (TFs) enabled the identification of 51 miRNAs to interact with 77 TFs inducing activation or repression and affecting gene expression of linked genes. Further, from the gene regulatory network analysis, the top five hub genes , , , , and are found to be involved in interferon (IFN)-α2b induction, epigenetic modification, and modulation of anti-viral activity. The comparative miRNAs target identification analysis in other respiratory viruses revealed the presence of 98 unique host miRNAs targeting SARS-CoV-2 genome. Our findings identify prioritized key regulatory interactions that include miRNAs and TFs that provide opportunities for the identification of novel drug targets and development of anti-viral drugs.
了解宿主对抗病毒感染和毒力的调控机制,可为识别针对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)的新型疗法提供可行的见解。我们采用网络生物学方法,利用最近发表的经过实验验证的蛋白质-蛋白质相互作用数据,阐明宿主反应中涉及宿主微小RNA(miRNA)与宿主和病毒基因相互作用的关键因素。我们能够确定2197个人类miRNA可能靶向的311个宿主基因。已知这些miRNA参与各种生物学过程,如T细胞分化和激活、病毒复制以及免疫系统。其中,38个miRNA对148个宿主基因的抗病毒活性已通过实验验证。六种抗病毒miRNA,即hsa-miR-1-3p、hsa-miR-17-5p、hsa-miR-199a-3p、hsa-miR-429、hsa-miR-15a-5p和hsa-miR-20a-5p,先前已报道在呼吸道疾病中具有抗病毒作用,且发现其表达下调。2197个人类miRNA与相互作用的转录因子(TFs)的相互作用网络,使得能够识别出51个与77个TFs相互作用的miRNA,这些TFs诱导激活或抑制并影响相关基因的基因表达。此外,通过基因调控网络分析,发现前五个枢纽基因 、 、 、 和 参与干扰素(IFN)-α2b诱导、表观遗传修饰以及抗病毒活性的调节。在其他呼吸道病毒中的比较miRNA靶标鉴定分析显示,存在98个靶向SARS-CoV-2基因组的独特宿主miRNA。我们的研究结果确定了优先的关键调控相互作用,包括miRNA和TFs,为识别新型药物靶点和开发抗病毒药物提供了机会。