Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai, China.
Institut Pasteur de Montevideo, Montevideo, Uruguay.
Front Immunol. 2021 Nov 11;12:730099. doi: 10.3389/fimmu.2021.730099. eCollection 2021.
SARS-CoV-2 infects humans and causes Coronavirus disease 2019 (COVID-19). The S1 domain of the spike glycoprotein of SARS-CoV-2 binds to human angiotensin-converting enzyme 2 (hACE2) its receptor-binding domain, while the S2 domain facilitates fusion between the virus and the host cell membrane for entry. The spike glycoprotein of circulating SARS-CoV-2 genomes is a mutation hotspot. Some mutations may affect the binding affinity for hACE2, while others may modulate S-glycoprotein expression, or they could result in a virus that can escape from antibodies generated by infection with the original variant or by vaccination. Since a large number of variants are emerging, it is of vital importance to be able to rapidly assess their characteristics: while changes of binding affinity alone do not always cause direct advantages for the virus, they still can provide important insights on where the evolutionary pressure is directed. Here, we propose a simple and cost-effective computational protocol based on Molecular Dynamics simulations to rapidly screen the ability of mutated spike protein to bind to the hACE2 receptor and selected neutralizing biomolecules. Our results show that it is possible to achieve rapid and reliable predictions of binding affinities. A similar approach can be used to perform preliminary screenings of the potential effects of S-RBD mutations, helping to prioritize the more time-consuming and expensive experimental work.
SARS-CoV-2 感染人类并导致 2019 年冠状病毒病(COVID-19)。SARS-CoV-2 刺突糖蛋白的 S1 结构域与人类血管紧张素转换酶 2(hACE2)结合,其受体结合域,而 S2 结构域促进病毒与宿主细胞膜融合以进入。循环 SARS-CoV-2 基因组的刺突糖蛋白是一个突变热点。一些突变可能影响与 hACE2 的结合亲和力,而另一些突变可能调节 S-糖蛋白的表达,或者导致能够逃避由原始变体感染或疫苗接种产生的抗体的病毒。由于大量变体正在出现,能够快速评估它们的特征至关重要:虽然结合亲和力的变化并不总是对病毒直接有利,但它们仍然可以提供有关进化压力方向的重要见解。在这里,我们提出了一种简单且具有成本效益的计算方案,基于分子动力学模拟,快速筛选突变的刺突蛋白与 hACE2 受体和选定的中和生物分子结合的能力。我们的结果表明,有可能实现对结合亲和力的快速可靠预测。类似的方法可用于对 S-RBD 突变的潜在影响进行初步筛选,有助于优先考虑更耗时和昂贵的实验工作。