Computational Systems Biology of Infections and Antimicrobial-Resistant Pathogens, Institute for Bioinformatics and Medical Informatics (IBMI).
Department of Computer Science, University of Tübingen, Tübingen 72076, Germany.
Bioinformatics. 2020 Dec 30;36(Suppl 2):i813-i821. doi: 10.1093/bioinformatics/btaa813.
The novel coronavirus (SARS-CoV-2) currently spreads worldwide, causing the disease COVID-19. The number of infections increases daily, without any approved antiviral therapy. The recently released viral nucleotide sequence enables the identification of therapeutic targets, e.g. by analyzing integrated human-virus metabolic models. Investigations of changed metabolic processes after virus infections and the effect of knock-outs on the host and the virus can reveal new potential targets.
We generated an integrated host-virus genome-scale metabolic model of human alveolar macrophages and SARS-CoV-2. Analyses of stoichiometric and metabolic changes between uninfected and infected host cells using flux balance analysis (FBA) highlighted the different requirements of host and virus. Consequently, alterations in the metabolism can have different effects on host and virus, leading to potential antiviral targets. One of these potential targets is guanylate kinase (GK1). In FBA analyses, the knock-out of the GK1 decreased the growth of the virus to zero, while not affecting the host. As GK1 inhibitors are described in the literature, its potential therapeutic effect for SARS-CoV-2 infections needs to be verified in in-vitro experiments.
The computational model is accessible at https://identifiers.org/biomodels.db/MODEL2003020001.
新型冠状病毒(SARS-CoV-2)目前在全球范围内传播,导致 COVID-19 疾病。感染人数每天都在增加,而没有任何批准的抗病毒疗法。最近发布的病毒核苷酸序列可用于识别治疗靶标,例如通过分析整合的人-病毒代谢模型。研究病毒感染后代谢过程的变化以及敲除对宿主和病毒的影响,可以揭示新的潜在靶标。
我们生成了人类肺泡巨噬细胞和 SARS-CoV-2 的整合宿主-病毒基因组规模代谢模型。使用通量平衡分析(FBA)分析未感染和感染宿主细胞之间的化学计量和代谢变化,突出了宿主和病毒的不同需求。因此,代谢的改变可能对宿主和病毒产生不同的影响,从而产生潜在的抗病毒靶标。其中一个潜在的靶标是鸟苷激酶(GK1)。在 FBA 分析中,敲除 GK1 可使病毒的生长降至零,而不影响宿主。由于文献中描述了 GK1 抑制剂,因此需要在体外实验中验证其治疗 SARS-CoV-2 感染的潜在疗效。
该计算模型可在 https://identifiers.org/biomodels.db/MODEL2003020001 上访问。