# PdPANA: phagemid display as peptide array for neutralizing antibodies, an engineered in silico vaccine candidate against COVID-19

**Authors:** Javier Uzcátegui, Khaleel Mullah, Daniel Buvat de Virgini, Andrés Mendoza, Rafael Urdaneta, Alejandra Naranjo

PMC · DOI: 10.3389/fsysb.2024.1309891 · Frontiers in Systems Biology · 2024-06-17

## TL;DR

This paper proposes a new in silico vaccine design method using phagemid display to create a stable, cost-effective, and easy-to-distribute vaccine candidate against SARS-CoV-2.

## Contribution

The novel PdPANA method uses phagemid display as a peptide array to streamline vaccine development and improve antigen selection for SARS-CoV-2.

## Key findings

- Useful antigenic peptides were identified in the heavily glycosylated region of the SARS-CoV-2 Spike protein.
- PdPANA could reduce the time and cost of vaccine development by avoiding large in vitro screening of non-useful proteins.
- The method may enable the production of a thermally stable and universally applicable vaccine.

## Abstract

The COVID-19 pandemic has tested the technical, scientific, and industrial resources of all countries worldwide. Faced with the absence of pharmacological strategies against the disease, an effective plan for vaccinating against SARS-CoV-2 has been essential. Due to the lack of production means and necessary infrastructure, only a few nations could adequately confront this pathogen with a production, storage, and distribution scheme in place. This disease has become endemic in many countries, especially in those that are developing, thus necessitating solutions tailored to their reality. In this paper, we propose an in silico method to guide the design towards a thermally stable, universal, efficient, and safe COVID-19 vaccine candidate against SARS-CoV-2 using bioinformatics, immunoinformatics, and molecular modeling approaches for the selection of antigens with higher immunogenic potential, incorporating them into the surface of the M13 phage. Our work focused on using phagemid display as peptide array for neutralizing antibodies (PdPANA). This alternative approach might be useful during the vaccine development process, since it could bring improvements in terms of cost-effectiveness in production, durability, and ease of distribution of the vaccine under less stringent thermal conditions compared to existing methods. Our results suggest that in the heavily glycosylated region of SARS-CoV-2 Spike protein (aa 344–583), from its inter-glycosylated regions, useful antigenic peptides can be obtained to be used in M13 phagemid display system. PdPANA, our proposed method might be useful to overcome the classic shortcoming posed by the phage-display technique (i.e., the time-consuming task of in vitro screening through great sized libraries with non-useful recombinant proteins) and obtain the most ideal recombinant proteins for vaccine design purposes.

## Linked entities

- **Diseases:** COVID-19 (MONDO:0100096), SARS-CoV-2 (MONDO:0100096)

## Full-text entities

- **Genes:** HLA-C (major histocompatibility complex, class I, C) [NCBI Gene 3107] {aka D6S204, HLA-JY3, HLAC, HLC-C, MHC, PSORS1}, VTN (vitronectin) [NCBI Gene 7448] {aka V75, VN, VNT}, IGHE (immunoglobulin heavy constant epsilon) [NCBI Gene 3497] {aka IgE}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}, S (surface glycoprotein) [NCBI Gene 43740568] {aka spike glycoprotein}, ACE2 (angiotensin converting enzyme 2) [NCBI Gene 59272] {aka ACEH}
- **Diseases:** COVID-19 (MESH:D000086382), allergic diseases (MESH:D004342)
- **Chemicals:** carbohydrates (MESH:D002241), N (MESH:D009584), amino acid (MESH:D000596), glycan (MESH:D011134), Asparagine (MESH:D001216), PdPANA (-)
- **Species:** Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Japonica (genus) [taxon 73258], Escherichia coli (E. coli, species) [taxon 562], Inovirus M13 (species) [taxon 1977402], Homo sapiens (human, species) [taxon 9606], Hevea brasiliensis (jebe, species) [taxon 3981]
- **Cell lines:** pIX — Cairina moschata (Muscovy duck), Transformed cell line (CVCL_S508), pVI-ori — Homo sapiens (Human), Transformed cell line (CVCL_JE64)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12341989/full.md

## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12341989/full.md

## References

65 references — full list in the complete paper: https://tomesphere.com/paper/PMC12341989/full.md

---
Source: https://tomesphere.com/paper/PMC12341989