Pontes Camila, Ruiz-Serra Victoria, Lepore Rosalba, Valencia Alfonso
Barcelona Supercomputing Center (BSC), 08034 Barcelona, Spain.
University of Brasília (UnB), 70910-900, Brasília - DF, Brazil.
Comput Struct Biotechnol J. 2021;19:759-766. doi: 10.1016/j.csbj.2021.01.006. Epub 2021 Jan 12.
The recent emergence of the novel SARS-CoV-2 in China and its rapid spread in the human population has led to a public health crisis worldwide. Like in SARS-CoV, horseshoe bats currently represent the most likely candidate animal source for SARS-CoV-2. Yet, the specific mechanisms of cross-species transmission and adaptation to the human host remain unknown. Here we show that the unsupervised analysis of conservation patterns across the β-CoV spike protein family, using sequence information alone, can provide valuable insights on the molecular basis of the specificity of β-CoVs to different host cell receptors. More precisely, our results indicate that host cell receptor usage is encoded in the amino acid sequences of different CoV spike proteins in the form of a set of specificity determining positions (SDPs). Furthermore, by integrating structural data, mutagenesis and coevolution analysis we could elucidate the role of SDPs in mediating ACE2 binding across the Sarbecovirus lineage, either by engaging the receptor through direct intermolecular interactions or by affecting the local environment of the receptor binding motif. Finally, by the analysis of coevolving mutations across a paired MSA we were able to identify key intermolecular contacts occurring at the spike-ACE2 interface. These results show that effective mining of the evolutionary records held in the sequence of the spike protein family can help tracing the molecular mechanisms behind the evolution and host-receptor adaptation of circulating and future novel β-CoVs.
新型严重急性呼吸综合征冠状病毒2(SARS-CoV-2)近期在中国出现,并在人群中迅速传播,引发了一场全球范围的公共卫生危机。与严重急性呼吸综合征冠状病毒(SARS-CoV)一样,马蹄蝠目前被认为是SARS-CoV-2最有可能的动物源。然而,跨物种传播及适应人类宿主的具体机制仍不清楚。在此,我们表明,仅使用序列信息对β冠状病毒刺突蛋白家族的保守模式进行无监督分析,能够为β冠状病毒对不同宿主细胞受体特异性的分子基础提供有价值的见解。更确切地说,我们的结果表明,宿主细胞受体的使用以一组特异性决定位点(SDPs)的形式编码在不同冠状病毒刺突蛋白的氨基酸序列中。此外,通过整合结构数据、诱变和共进化分析,我们能够阐明SDPs在介导整个Sarbecovirus谱系与血管紧张素转换酶2(ACE2)结合中的作用,其方式要么是通过直接分子间相互作用与受体结合,要么是通过影响受体结合基序的局部环境。最后,通过分析一对多重序列比对(MSA)中的共进化突变,我们能够识别在刺突-ACE2界面发生的关键分子间接触。这些结果表明,有效挖掘刺突蛋白家族序列中保存的进化记录有助于追踪当前及未来新型β冠状病毒进化和宿主受体适应背后的分子机制。