Department of Biochemistry and Cancer Center at Illinois, University of Illinois , Urbana, IL, USA.
Expert Rev Proteomics. 2020 Sep;17(9):633-638. doi: 10.1080/14789450.2020.1833721. Epub 2020 Oct 21.
The spike (S) of SARS coronavirus 2 (SARS-CoV-2) engages angiotensin-converting enzyme 2 (ACE2) on a host cell to trigger viral-cell membrane fusion and infection. The extracellular region of ACE2 can be administered as a soluble decoy to compete for binding sites on the receptor-binding domain (RBD) of S, but it has only moderate affinity and efficacy. The RBD, which is targeted by neutralizing antibodies, may also change and adapt through mutation as SARS-CoV-2 becomes endemic, posing challenges for therapeutic and vaccine development.
Deep mutagenesis is a Big Data approach to characterizing sequence variants. A deep mutational scan of ACE2 expressed on human cells identified mutations that increase S affinity and guided the engineering of a potent and broad soluble receptor decoy. A deep mutational scan of the RBD displayed on the surface of yeast has revealed residues tolerant of mutational changes that may act as a source for drug resistance and antigenic drift.
Deep mutagenesis requires a selection of diverse sequence variants; an in vitro evolution experiment that is tracked with next-generation sequencing. The choice of expression system, diversity of the variant library and selection strategy have important consequences for data quality and interpretation.
严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)的刺突(S)与宿主细胞上的血管紧张素转换酶 2(ACE2)结合,触发病毒-细胞膜融合和感染。ACE2 的细胞外区域可作为可溶性诱饵进行给药,以与 S 的受体结合域(RBD)上的结合位点竞争,但它的亲和力和功效只有中等水平。作为中和抗体的靶标,RBD 也可能随着 SARS-CoV-2 的流行而发生改变和适应,从而给治疗和疫苗开发带来挑战。
深度突变是一种用于描述序列变异的大数据方法。对在人细胞上表达的 ACE2 进行深度突变扫描,确定了增加 S 亲和力的突变,并指导了一种强效且广泛的可溶性受体诱饵的工程设计。在酵母表面展示的 RBD 的深度突变扫描揭示了突变耐受性残基,这些残基可能是耐药性和抗原漂移的来源。
深度突变需要选择多种序列变异;这是一个通过下一代测序进行跟踪的体外进化实验。表达系统的选择、变体文库的多样性和选择策略对数据质量和解释有重要影响。