Sars-Cov-2蛋白分子的三维结构预测、分析和验证

Clarice de Azevedo Souza, Micael Oliveira, J. Bessa, Kelson Mota, Rosiane de Freitas
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摘要

本文讨论了一种快速重建和验证SARS-CoV-2病毒蛋白三维分子构象的方法,其中涉及到2021年底迄今为止在巴西患者中发现的最令人担忧的变体,即B.1.1.28/P.1。所提出的方法是基于病毒蛋白质的测序,并通过将突变合并到计算机中,然后使用经Ramachandran图和结构比对验证的枚举可行性算法进行计算重建,此外还通过经典分子动力学进行结构稳定性研究。从得到的ACE2-RBD配合物的结构来看,有效溶液在最有利区域的残基率为97.06%,而参考晶体结构的残基率为95.0%,因此差异很小,表明所开发的算法具有很大的一致性。另一个重要的结果是BP算法的最佳解决方案与参考结构之间的RMSD一致性较低,我们获得了0.483 A。最后,分子动力学表明,ACE2- rbd与P.1菌株的相互作用具有更大的结构稳定性,这可能是趋同进化的合理解释,提供了与ACE2受体相互作用亲和力的增加。
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3D structural prediction, analysis and validation of Sars-Cov-2 protein molecules
A fast way to reconstruct and validate the three-dimensional molecular conformation of SARS-CoV-2 virus proteins is addressed in this article, involving the most worrying variant discovered in patients from Brazil so far in late 2021, the lineage B.1.1.28/P.1. The proposed methodology is based on the sequencing of virus proteins and that, through the incorporation of mutations in silico, which are then computationally reconstructed using an enumerative feasibility algorithm validated by the Ramachandran diagram and structural alignment, in addition to the subsequent study of structural stability through classical molecular dynamics. From the resulting structure to the ACE2-RBD complex, the valid solution presented 97.06\% of the residues in the most favorable region while the reference crystallographic structure presented 95.0\%, a difference therefore very small and revealing the great consistency of the developed algorithm. Another important result was the low RMSD alignment between the best solution by the BP algorithm and the reference structure, where we obtained 0.483 A. Finally, the molecular dynamics indicated greater structural stability in the ACE2-RBD interaction with the P.1 strain, which could be a plausible explanation for convergent evolution that provides an increase in the interaction affinity with the ACE2 receptor.
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