论文标题

针对SARS-COV-2主蛋白酶(MPRO)作为潜在的COVID-19疗法的重新利用药物和天然产物的计算筛选

Computational screening of repurposed drugs and natural products against SARS-Cov-2 main protease (Mpro) as potential COVID-19 therapies

论文作者

Piplani, Sakshi, Singh, Puneet, Petrovsky, Nikolai, Winkler, David A.

论文摘要

迫切需要鉴定可能适合治疗患有COVID-19的患者的现有药物。药物很少在单个分子靶标上起作用,而关闭靶标通常是导致不良副作用的原因,有时会导致特定疾病的目标之间有益的协同作用。在某些情况下,关闭目标活动也导致了轰动一时的药物,例如用于勃起功能障碍的伟哥和米诺地尔,用于男性脱发。基于已经对人类的安全性进行了评估的基本原理,已经使用或临床试验以及批准的天然产品中的药物构成了可以重新针对现有和新疾病的治疗剂的丰富资源。然后,一个关键问题是如何快速有效地筛选出这种化合物,以与新大流行病原体(如Covid-19)进行活性。在这里,我们展示了如何使用快速稳健的计算过程来筛选大量药物和天然化合物,以识别那些可能抑制SARS-COV-2(3CL Pro,MPRO)的主要蛋白酶的化合物。我们展示了最强大结合亲和力的候选者的候选名单如何高度富集在被独立鉴定为对COVID-19的潜在抗病毒药的化合物中。顶级候选人还包括大量的药物和天然产物,以前未被确定为具有潜在的COVID-19活动,从而为实验验证提供了其他目标。在计算机筛选管道中,这也可能有助于重新利用现有药物,并发现针对其他重要的医学病原体并在未来大流行中使用新药物。

There remains an urgent need to identify existing drugs that might be suitable for treating patients suffering from COVID-19 infection. Drugs rarely act at a single molecular target, with off target effects often being responsible for undesirable side effects and sometimes, beneficial synergy between targets for a specific illness. Off target activities have also led to blockbuster drugs in some cases, e.g. Viagra for erectile dysfunction and Minoxidil for male pattern hair loss. Drugs already in use or in clinical trials plus approved natural products constitute a rich resource for discovery of therapeutic agents that can be repurposed for existing and new conditions, based on the rationale that they have already been assessed for safety in man. A key question then is how to rapidly and efficiently screen such compounds for activity against new pandemic pathogens such as COVID-19. Here we show how a fast and robust computational process can be used to screen large libraries of drugs and natural compounds to identify those that may inhibit the main protease of SARS-Cov-2 (3CL pro, Mpro). We show how the resulting shortlist of candidates with strongest binding affinities is highly enriched in compounds that have been independently identified as potential antivirals against COVID-19. The top candidates also include a substantial number of drugs and natural products not previously identified as having potential COVID-19 activity, thereby providing additional targets for experimental validation. This in silico screening pipeline may also be useful for repurposing of existing drugs and discovery of new drug candidates against other medically important pathogens and for use in future pandemics.

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