Department of Mechanical Engineering, Istanbul Technical University (ITU), 34437 Istanbul, Turkey.
Institute of Bioengineering, Swiss Federal Institute of Technology (EPFL), 1015 Lausanne, Switzerland.
J Chem Inf Model. 2022 May 23;62(10):2490-2498. doi: 10.1021/acs.jcim.1c01523. Epub 2022 May 9.
The Delta variant spreads more rapidly than previous variants of SARS-CoV-2. This variant comprises several mutations on the receptor-binding domain (RBD) of its spike glycoprotein, which binds to the peptidase domain (PD) of angiotensin-converting enzyme 2 (ACE2) receptors in host cells. The RBD-PD interaction has been targeted by antibodies and nanobodies to prevent viral infection, but their effectiveness against the Delta variant remains unclear. Here, we investigated RBD-PD interactions in the presence and absence of nanobodies H11-H4, H11-D4, and Ty1 by performing 21.8 μs of all-atom molecular dynamics simulations. Unbiased simulations revealed that Delta variant mutations strengthen RBD binding to ACE2 by increasing the hydrophobic interactions and salt bridge formation, but weaken interactions with H11-H4, H11-D4, and Ty1. Among these nanobodies H11-H4 and H11-D4 bind RBD without overlapping ACE2. They were unable to dislocate ACE2 from RBD when bound side by side with ACE2 on RBD. Steered molecular dynamics simulations at comparable loading rates to high-speed atomic force microscopy (AFM) experiments estimated lower rupture forces of the nanobodies from RBD compared to ACE2. Our results suggest that existing nanobodies are less effective to inhibit RBD-PD interactions and a new generation of nanobodies is needed to neutralize the Delta variant.
德尔塔变异株比 SARS-CoV-2 的先前变异株传播得更快。该变异株在其刺突糖蛋白的受体结合域(RBD)上包含几个突变,该突变与宿主细胞中血管紧张素转化酶 2(ACE2)受体的肽酶域(PD)结合。RBD-PD 相互作用已被抗体和纳米体靶向,以防止病毒感染,但它们对德尔塔变异株的有效性仍不清楚。在这里,我们通过进行 21.8 μs 的全原子分子动力学模拟,研究了存在和不存在纳米体 H11-H4、H11-D4 和 Ty1 的情况下 RBD-PD 相互作用。无偏模拟表明,德尔塔变异株突变通过增加疏水性相互作用和盐桥形成,增强了 RBD 与 ACE2 的结合,而削弱了与 H11-H4、H11-D4 和 Ty1 的相互作用。在这些纳米体中,H11-H4 和 H11-D4 与 ACE2 没有重叠的情况下结合 RBD。当它们与 ACE2 一起并排结合在 RBD 上时,它们无法将 ACE2 从 RBD 上置换下来。以与高速原子力显微镜(AFM)实验相当的加载速率进行的定向分子动力学模拟估计,与 ACE2 相比,纳米体从 RBD 上的断裂力较低。我们的结果表明,现有的纳米体抑制 RBD-PD 相互作用的效果较差,需要新一代的纳米体来中和德尔塔变异株。