Identification of Unique Peptides for SARS-CoV-2 Diagnostics and Vaccine Development by an In Silico Proteomics Approach

Front Immunol. 2021 Sep 24:12:725240. doi: 10.3389/fimmu.2021.725240. eCollection 2021.

Abstract

Ongoing evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus strains is posing new COVID-19 diagnosis and treatment challenges. To help efforts to meet these challenges we examined data acquired from proteomic analyses of human SARS-CoV-2-infected cell lines and samples from COVID-19 patients. Initially, 129 unique peptides were identified, which were rigorously evaluated for repeats, disorders, polymorphisms, antigenicity, immunogenicity, toxicity, allergens, sequence similarity to human proteins, and contributions from other potential cross-reacting pathogenic species or the human saliva microbiome. We also screened SARS-CoV-2-infected NBHE and A549 cell lines for presence of antigenic peptides, and identified paratope peptides from crystal structures of SARS-CoV-2 antigen-antibody complexes. We then selected four antigen peptides for docking with known viral unbound T-cell receptor (TCR), class I and II peptide major histocompatibility complex (pMHC), and identified paratope sequences. We also tested the paratope binding affinity of SARS-CoV T- and B-cell peptides that had been previously experimentally validated. The resultant antigenic peptides have high potential for generating SARS-CoV-2-specific antibodies, and the paratope peptides can be directly used to develop a COVID-19 diagnostics assay. The presented genomics and proteomics-based in-silico approaches have apparent utility for identifying new diagnostic peptides that could be used to fight SARS-CoV-2.

Keywords: COVID-19 vaccines; MHC; SARS-CoV-2; TCR; diagnostic peptides; docking; paratopes.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • A549 Cells
  • COVID-19 / diagnosis*
  • COVID-19 / immunology
  • COVID-19 Vaccines / immunology*
  • Cell Line
  • Coronavirus Nucleocapsid Proteins / genetics
  • Coronavirus Nucleocapsid Proteins / metabolism*
  • Epitope Mapping
  • Epitopes, B-Lymphocyte / genetics
  • Epitopes, B-Lymphocyte / metabolism*
  • Epitopes, T-Lymphocyte / genetics
  • Epitopes, T-Lymphocyte / metabolism*
  • HLA Antigens / metabolism
  • Humans
  • Molecular Docking Simulation
  • Peptides / genetics
  • Peptides / metabolism*
  • Phosphoproteins / genetics
  • Phosphoproteins / metabolism
  • Protein Binding
  • Proteomics
  • Pulmonary Alveoli / pathology*
  • Receptors, Antigen / metabolism
  • SARS-CoV-2 / physiology*
  • Spike Glycoprotein, Coronavirus / genetics
  • Spike Glycoprotein, Coronavirus / metabolism*

Substances

  • COVID-19 Vaccines
  • Coronavirus Nucleocapsid Proteins
  • Epitopes, B-Lymphocyte
  • Epitopes, T-Lymphocyte
  • HLA Antigens
  • Peptides
  • Phosphoproteins
  • Receptors, Antigen
  • Spike Glycoprotein, Coronavirus
  • nucleocapsid phosphoprotein, SARS-CoV-2
  • spike protein, SARS-CoV-2