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Immune Profile of SARS-CoV-2 Variants of Concern

The spread of the current Sars-Cov-2 pandemics leads to the development of mutations that are constantly monitored because they could affect the efficacy of vaccines. Three recently identified mutated strains, known as variants of concern, are rapidly spreading worldwide. Here, we study possible eff...

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Detalles Bibliográficos
Autores principales: La Porta, Caterina A. M., Zapperi, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521889/
https://www.ncbi.nlm.nih.gov/pubmed/34713175
http://dx.doi.org/10.3389/fdgth.2021.704411
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author La Porta, Caterina A. M.
Zapperi, Stefano
author_facet La Porta, Caterina A. M.
Zapperi, Stefano
author_sort La Porta, Caterina A. M.
collection PubMed
description The spread of the current Sars-Cov-2 pandemics leads to the development of mutations that are constantly monitored because they could affect the efficacy of vaccines. Three recently identified mutated strains, known as variants of concern, are rapidly spreading worldwide. Here, we study possible effects of these mutations on the immune response to Sars-Cov-2 infection using NetTepi a computational method based on artificial neural networks that considers binding and stability of peptides obtained by proteasome degradation for widely represented HLA class I alleles present in human populations as well as the T-cell propensity of viral peptides that measures their immune response. Our results show variations in the number of potential highly ranked peptides ranging between 0 and 20% depending on the specific HLA allele. The results can be useful to design more specific vaccines.
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spelling pubmed-85218892021-10-27 Immune Profile of SARS-CoV-2 Variants of Concern La Porta, Caterina A. M. Zapperi, Stefano Front Digit Health Digital Health The spread of the current Sars-Cov-2 pandemics leads to the development of mutations that are constantly monitored because they could affect the efficacy of vaccines. Three recently identified mutated strains, known as variants of concern, are rapidly spreading worldwide. Here, we study possible effects of these mutations on the immune response to Sars-Cov-2 infection using NetTepi a computational method based on artificial neural networks that considers binding and stability of peptides obtained by proteasome degradation for widely represented HLA class I alleles present in human populations as well as the T-cell propensity of viral peptides that measures their immune response. Our results show variations in the number of potential highly ranked peptides ranging between 0 and 20% depending on the specific HLA allele. The results can be useful to design more specific vaccines. Frontiers Media S.A. 2021-07-09 /pmc/articles/PMC8521889/ /pubmed/34713175 http://dx.doi.org/10.3389/fdgth.2021.704411 Text en Copyright © 2021 La Porta and Zapperi. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Digital Health
La Porta, Caterina A. M.
Zapperi, Stefano
Immune Profile of SARS-CoV-2 Variants of Concern
title Immune Profile of SARS-CoV-2 Variants of Concern
title_full Immune Profile of SARS-CoV-2 Variants of Concern
title_fullStr Immune Profile of SARS-CoV-2 Variants of Concern
title_full_unstemmed Immune Profile of SARS-CoV-2 Variants of Concern
title_short Immune Profile of SARS-CoV-2 Variants of Concern
title_sort immune profile of sars-cov-2 variants of concern
topic Digital Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521889/
https://www.ncbi.nlm.nih.gov/pubmed/34713175
http://dx.doi.org/10.3389/fdgth.2021.704411
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