Development of a potent recombinant scFv antibody against the SARS-CoV-2 by in-depth bioinformatics study: Paving the way for vaccine/diagnostics development

Comput Biol Med. 2024 Mar:170:108091. doi: 10.1016/j.compbiomed.2024.108091. Epub 2024 Jan 28.

Abstract

Background: The SARS-CoV-2 has led to a worldwide disaster. Thus, developing prophylactics/therapeutics is required to overcome this public health issue. Among these, producing the anti-SARS-CoV-2 single-chain variable fragment (scFv) antibodies has attracted a significant attention. Accordingly, this study aims to address this question: Is it possible to bioinformatics-based design of a potent anti-SARS-CoV-2 scFv as an alternative to current production approaches?

Method: Using the complexed SARS-CoV-2 spike-antibodies, two sets analyses were performed: (1) B-cell epitopes (BCEs) prediction in the spike receptor-binding domain (RBD) region as a parameter for antibody screening; (2) the computational analysis of antibodies variable domains (VH/VL). Based on these primary screenings, and docking/binding affinity rating, one antibody was selected. The protein-protein interactions (PPIs) among the selected antibody-epitope complex were predicted and its epitope conservancy was also evaluated. Thereafter, some elements were added to the final scFv: (1) the PelB signal peptide; (2) a GSGGGGS linker to connect the VH-VL. Finally, this scFv was analyzed/optimized using various web servers.

Results: Among the antibody library, only one met the various criteria for being an efficient scFv candidate. Moreover, no interaction was predicted between its paratope and RBD hot-spot residues of SARS-CoV-2 variants-of-Concern (VOCs).

Conclusions: Herein, a step-by-step bioinformatics platform has been introduced to bypass some barriers of traditional antibody production approaches. Based on existing literature, the current study is one of the pioneer works in the field of bioinformatics-based scFv production. This scFv may be a good candidate for diagnostics/therapeutics design against the SARS-CoV-2 as an emerging aggressive pathogen.

Keywords: B-Cell epitope; Bioinformatics; Computational analysis; Hot-spot residues; Protein-protein interactions; Recombinant scFv antibody; SARS-CoV-2; Variants of concerns.

MeSH terms

  • Antibodies, Viral
  • COVID-19 Testing
  • COVID-19*
  • Computational Biology
  • Epitopes, B-Lymphocyte / chemistry
  • Humans
  • SARS-CoV-2
  • Single-Chain Antibodies* / chemistry
  • Vaccines*

Substances

  • Single-Chain Antibodies
  • Antibodies, Viral
  • Epitopes, B-Lymphocyte
  • Vaccines

Supplementary concepts

  • SARS-CoV-2 variants