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Coarse-grained molecular dynamics-guided immunoinformatics to explain the binder and non-binder classification of Cytotoxic T-cell epitope for SARS-CoV-2 peptide-based vaccine discovery.

Authors :
Yusuf, Muhammad
Destiarani, Wanda
Widayat, Wahyu
Yosua, Yosua
Gumilar, Gilang
Tanudireja, Angelica Shalfani
Rohmatulloh, Fauzian Giansyah
Maulana, Farhan Azhwin
Baroroh, Umi
Hardianto, Ari
Maharani, Rani
Nurainy, Neni
Wijayadikusumah, Acep Riza
Ristandi, Ryan B.
Atmosukarto, Ines Irene Caterina
Subroto, Toto
Source :
PLoS ONE; 10/5/2023, Vol. 18 Issue 10, p1-22, 22p
Publication Year :
2023

Abstract

Epitope-based peptide vaccine can elicit T-cell immunity against SARS-CoV-2 to clear the infection. However, finding the best epitope from the whole antigen is challenging. A peptide screening using immunoinformatics usually starts from MHC-binding peptide, immunogenicity, cross-reactivity with the human proteome, to toxicity analysis. This pipeline classified the peptides into three categories, i.e., strong-, weak-, and non-binder, without incorporating the structural aspect. For this reason, the molecular detail that discriminates the binders from non-binder is interesting to be investigated. In this study, five CTL epitopes against HLA-A*02:01 were identified from the coarse-grained molecular dynamics-guided immunoinformatics screening. The strong binder showed distinctive activities from the non-binder in terms of structural and energetic properties. Furthermore, the second residue from the nonameric peptide was most important in the interaction with HLA-A*02:01. By understanding the nature of MHC-peptide interaction, we hoped to improve the chance of finding the best epitope for a peptide vaccine candidate. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
18
Issue :
10
Database :
Complementary Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
172825763
Full Text :
https://doi.org/10.1371/journal.pone.0292156