Khan Md Abdullah-Al-Kamran, Islam Abul Bashar Mir Md Khademul
Department of Mathematics and Natural Sciences, BRAC University, Dhaka, Bangladesh.
Department of Genetic Engineering and Biotechnology, University of Dhaka, Dhaka, Bangladesh.
Front Mol Biosci. 2021 Jan 27;7:598583. doi: 10.3389/fmolb.2020.598583. eCollection 2020.
The constant rise of the death toll and cases of COVID-19 has made this pandemic a serious threat to human civilization. Understanding of host-SARS-CoV-2 interaction in viral pathogenesis is still in its infancy. In this study, we utilized a blend of computational and knowledgebase approaches to model the putative virus-host interplay in host signaling pathways by integrating the experimentally validated host interactome proteins and differentially expressed host genes in SARS-CoV-2 infection. While searching for the pathways in which viral proteins interact with host proteins, we discovered various antiviral immune response pathways such as hypoxia-inducible factor 1 (HIF-1) signaling, autophagy, retinoic acid-inducible gene I (RIG-I) signaling, Toll-like receptor signaling, fatty acid oxidation/degradation, and IL-17 signaling. All these pathways can be either hijacked or suppressed by the viral proteins, leading to improved viral survival and life cycle. Aberration in pathways such as HIF-1 signaling and relaxin signaling in the lungs suggests the pathogenic lung pathophysiology in COVID-19. From enrichment analysis, it was evident that the deregulated genes in SARS-CoV-2 infection might also be involved in heart development, kidney development, and AGE-RAGE signaling pathway in diabetic complications. Anomalies in these pathways might suggest the increased vulnerability of COVID-19 patients with comorbidities. Moreover, we noticed several presumed infection-induced differentially expressed transcription factors and epigenetic factors, such as miRNAs and several histone modifiers, which can modulate different immune signaling pathways, helping both host and virus. Our modeling suggests that SARS-CoV-2 integrates its proteins in different immune signaling pathways and other cellular signaling pathways for developing efficient immune evasion mechanisms while leading the host to a more complicated disease condition. Our findings would help in designing more targeted therapeutic interventions against SARS-CoV-2.
新冠病毒死亡人数和病例数的持续上升使这场大流行成为对人类文明的严重威胁。对宿主与新冠病毒在病毒发病机制中的相互作用的理解仍处于起步阶段。在本研究中,我们采用了计算方法和知识库方法相结合的方式,通过整合经实验验证的宿主互作组蛋白和新冠病毒感染中差异表达的宿主基因,来模拟宿主信号通路中假定的病毒 - 宿主相互作用。在寻找病毒蛋白与宿主蛋白相互作用的途径时,我们发现了各种抗病毒免疫反应途径,如缺氧诱导因子1(HIF - 1)信号通路、自噬、视黄酸诱导基因I(RIG - I)信号通路、Toll样受体信号通路、脂肪酸氧化/降解以及IL - 17信号通路。所有这些途径都可能被病毒蛋白劫持或抑制,从而提高病毒的存活率和生命周期。肺部HIF - 1信号通路和松弛素信号通路等途径的异常表明了新冠病毒致病的肺部病理生理学特征。从富集分析中可以明显看出,新冠病毒感染中失调的基因可能还参与心脏发育、肾脏发育以及糖尿病并发症中的AGE - RAGE信号通路。这些途径中的异常可能表明新冠病毒合并症患者的易感性增加。此外,我们注意到一些推测为感染诱导的差异表达转录因子和表观遗传因子,如微小RNA和几种组蛋白修饰因子,它们可以调节不同的免疫信号通路,对宿主和病毒都有帮助。我们的模型表明,新冠病毒将其蛋白整合到不同的免疫信号通路和其他细胞信号通路中,以形成有效的免疫逃逸机制,同时使宿主病情更加复杂。我们的研究结果将有助于设计更具针对性的抗新冠病毒治疗干预措施。