Computational design of novel nanobodies targeting the receptor binding domain of variants of concern of SARS-CoV-2

PLoS One. 2023 Oct 24;18(10):e0293263. doi: 10.1371/journal.pone.0293263. eCollection 2023.

Abstract

The COVID-19 pandemic has created an urgent need for effective therapeutic and diagnostic strategies to manage the disease caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). However, the emergence of numerous variants of concern (VOCs) has made it challenging to develop targeted therapies that are broadly specific in neutralizing the virus. In this study, we aimed to develop neutralizing nanobodies (Nbs) using computational techniques that can effectively neutralize the receptor-binding domain (RBD) of SARS-CoV-2 VOCs. We evaluated the performance of different protein-protein docking programs and identified HDOCK as the most suitable program for Nb/RBD docking with high accuracy. Using this approach, we designed 14 novel Nbs with high binding affinity to the VOC RBDs. The Nbs were engineered with mutated amino acids that interacted with key amino acids of the RBDs, resulting in higher binding affinity than human angiotensin-converting enzyme 2 (ACE2) and other viral RBDs or haemagglutinins (HAs). The successful development of these Nbs demonstrates the potential of molecular modeling as a low-cost and time-efficient method for engineering effective Nbs against SARS-CoV-2. The engineered Nbs have the potential to be employed in RBD-neutralizing assays, facilitating the identification of novel treatment, prevention, and diagnostic strategies against SARS-CoV-2.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amino Acids / metabolism
  • Antibodies, Neutralizing / metabolism
  • Antibodies, Viral / metabolism
  • COVID-19*
  • Humans
  • Pandemics
  • Protein Binding
  • SARS-CoV-2 / genetics
  • SARS-CoV-2 / metabolism
  • Single-Domain Antibodies* / genetics
  • Single-Domain Antibodies* / metabolism
  • Spike Glycoprotein, Coronavirus / chemistry

Substances

  • Antibodies, Neutralizing
  • Single-Domain Antibodies
  • Antibodies, Viral
  • Amino Acids
  • Spike Glycoprotein, Coronavirus
  • spike protein, SARS-CoV-2

Grants and funding

Research project is supported by the National Research Council of Thailand (NRCT) and King Mongkut’s University of Technology Thonburi: N42A650316, the Research Strengthening Project of the Faculty of Engineering and Thailand Science Research and Innovation (TSRI), Basic Research Fund: Fiscal year 2023 (Program Smart Healthcare). P.L. gratefully acknowledge the financial support provided by the Petchra Pra Jom Klao Ph.D. Research Scholarship from King Mongkut’s University of Technology Thonburi. T.R. is financially supported by the National Research Council of Thailand (NRCT, grant number N42A650231). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.