School of Biological Sciences, Nanyang Technological University, Singapore, Singapore.
Joint Engineering Research Center for Health Big Data Intelligent Analysis Technology, Shenzhen Institutes of Advanced Technology, Shenzhen, Guangdong Province, People's Republic of China.
Proteins. 2020 May;88(5):643-653. doi: 10.1002/prot.25844. Epub 2019 Nov 25.
We explored the stability of the dengue virus envelope (E) protein dimer since it is widely assumed that the E protein dimer is stabilized by drug ligands or antibodies in an acidic environment, neutralizing the virus's ability to fuse with human cells. During this process, a large conformational change of the E protein dimer is required. We performed Molecular Dynamics simulations to mimic the conformational change and stability of the dimer in neutral and acidic conditions with the well-tempered metadynamics method. Furthermore, as a few neutralizing antibodies discovered from dengue patients were reported, we used the same simulation method to examine the influence of a selected antibody on the dimer stability in both neutral and acidic conditions. We also investigated the antibody's influence on a point-mutated E protein that had been reported to interrupt the protein-antibody interaction and result in more than 95% loss of the antibody's binding ability. Our simulation results are highly consistent with the experimental conclusion that binding of the antibody to the E protein dimer neutralizes the virus, especially in a low pH condition, while the mutation of W101A or N153A significantly reduces the antibody's ability in stabilizing the E protein dimer. We demonstrate that well-tempered metadynamics can be used to accurately explore the antibody's interaction on large protein complexes such as the E protein dimer, and the computational approach in this work is promising in future antibody development.
我们探索了登革热病毒包膜(E)蛋白二聚体的稳定性,因为人们普遍认为,E 蛋白二聚体在酸性环境中被药物配体或抗体稳定,从而中和病毒与人类细胞融合的能力。在此过程中,需要 E 蛋白二聚体发生大的构象变化。我们使用分子动力学模拟,使用调谐的元动力学方法模拟中性和酸性条件下二聚体的构象变化和稳定性。此外,由于已经报道了一些从登革热患者中发现的中和抗体,我们使用相同的模拟方法来研究所选抗体在中性和酸性条件下对二聚体稳定性的影响。我们还研究了抗体对已报道的点突变 E 蛋白的影响,该突变会中断蛋白-抗体相互作用,导致抗体结合能力丧失超过 95%。我们的模拟结果与实验结论高度一致,即抗体与 E 蛋白二聚体的结合使病毒中和,特别是在低 pH 条件下,而 W101A 或 N153A 的突变则显著降低了抗体稳定 E 蛋白二聚体的能力。我们证明,调谐的元动力学可以用于准确地研究抗体对 E 蛋白二聚体等大型蛋白复合物的相互作用,并且这项工作中的计算方法在未来的抗体开发中具有广阔的前景。