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Multiple-Allele MHC Class II Epitope Engineering by a Molecular Dynamics-Based Evolution Protocol

Epitopes that bind simultaneously to all human alleles of Major Histocompatibility Complex class II (MHC II) are considered one of the key factors for the development of improved vaccines and cancer immunotherapies. To engineer MHC II multiple-allele binders, we developed a protocol called PanMHC-PA...

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Autores principales: Ochoa, Rodrigo, Lunardelli, Victoria Alves Santos, Rosa, Daniela Santoro, Laio, Alessandro, Cossio, Pilar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9094701/
https://www.ncbi.nlm.nih.gov/pubmed/35572587
http://dx.doi.org/10.3389/fimmu.2022.862851
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author Ochoa, Rodrigo
Lunardelli, Victoria Alves Santos
Rosa, Daniela Santoro
Laio, Alessandro
Cossio, Pilar
author_facet Ochoa, Rodrigo
Lunardelli, Victoria Alves Santos
Rosa, Daniela Santoro
Laio, Alessandro
Cossio, Pilar
author_sort Ochoa, Rodrigo
collection PubMed
description Epitopes that bind simultaneously to all human alleles of Major Histocompatibility Complex class II (MHC II) are considered one of the key factors for the development of improved vaccines and cancer immunotherapies. To engineer MHC II multiple-allele binders, we developed a protocol called PanMHC-PARCE, based on the unsupervised optimization of the epitope sequence by single-point mutations, parallel explicit-solvent molecular dynamics simulations and scoring of the MHC II-epitope complexes. The key idea is accepting mutations that not only improve the affinity but also reduce the affinity gap between the alleles. We applied this methodology to enhance a Plasmodium vivax epitope for multiple-allele binding. In vitro rate-binding assays showed that four engineered peptides were able to bind with improved affinity toward multiple human MHC II alleles. Moreover, we demonstrated that mice immunized with the peptides exhibited interferon-gamma cellular immune response. Overall, the method enables the engineering of peptides with improved binding properties that can be used for the generation of new immunotherapies.
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spelling pubmed-90947012022-05-12 Multiple-Allele MHC Class II Epitope Engineering by a Molecular Dynamics-Based Evolution Protocol Ochoa, Rodrigo Lunardelli, Victoria Alves Santos Rosa, Daniela Santoro Laio, Alessandro Cossio, Pilar Front Immunol Immunology Epitopes that bind simultaneously to all human alleles of Major Histocompatibility Complex class II (MHC II) are considered one of the key factors for the development of improved vaccines and cancer immunotherapies. To engineer MHC II multiple-allele binders, we developed a protocol called PanMHC-PARCE, based on the unsupervised optimization of the epitope sequence by single-point mutations, parallel explicit-solvent molecular dynamics simulations and scoring of the MHC II-epitope complexes. The key idea is accepting mutations that not only improve the affinity but also reduce the affinity gap between the alleles. We applied this methodology to enhance a Plasmodium vivax epitope for multiple-allele binding. In vitro rate-binding assays showed that four engineered peptides were able to bind with improved affinity toward multiple human MHC II alleles. Moreover, we demonstrated that mice immunized with the peptides exhibited interferon-gamma cellular immune response. Overall, the method enables the engineering of peptides with improved binding properties that can be used for the generation of new immunotherapies. Frontiers Media S.A. 2022-04-27 /pmc/articles/PMC9094701/ /pubmed/35572587 http://dx.doi.org/10.3389/fimmu.2022.862851 Text en Copyright © 2022 Ochoa, Lunardelli, Rosa, Laio and Cossio 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 Immunology
Ochoa, Rodrigo
Lunardelli, Victoria Alves Santos
Rosa, Daniela Santoro
Laio, Alessandro
Cossio, Pilar
Multiple-Allele MHC Class II Epitope Engineering by a Molecular Dynamics-Based Evolution Protocol
title Multiple-Allele MHC Class II Epitope Engineering by a Molecular Dynamics-Based Evolution Protocol
title_full Multiple-Allele MHC Class II Epitope Engineering by a Molecular Dynamics-Based Evolution Protocol
title_fullStr Multiple-Allele MHC Class II Epitope Engineering by a Molecular Dynamics-Based Evolution Protocol
title_full_unstemmed Multiple-Allele MHC Class II Epitope Engineering by a Molecular Dynamics-Based Evolution Protocol
title_short Multiple-Allele MHC Class II Epitope Engineering by a Molecular Dynamics-Based Evolution Protocol
title_sort multiple-allele mhc class ii epitope engineering by a molecular dynamics-based evolution protocol
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9094701/
https://www.ncbi.nlm.nih.gov/pubmed/35572587
http://dx.doi.org/10.3389/fimmu.2022.862851
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