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Immunoinformatic analysis of the whole proteome for vaccine design: An application to Clostridium perfringens

Clostridium perfringens is a dangerous bacterium and known biological warfare weapon associated with several diseases, whose lethal toxins can produce necrosis in humans. However, there is no safe and fully effective vaccine against C. perfringens for humans yet. To address this problem, we computat...

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Autores principales: Soto, Luis F., Romaní, Ana C., Jiménez-Avalos, Gabriel, Silva, Yshoner, Ordinola-Ramirez, Carla M., Lopez Lapa, Rainer M., Requena, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9469472/
https://www.ncbi.nlm.nih.gov/pubmed/36110855
http://dx.doi.org/10.3389/fimmu.2022.942907
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author Soto, Luis F.
Romaní, Ana C.
Jiménez-Avalos, Gabriel
Silva, Yshoner
Ordinola-Ramirez, Carla M.
Lopez Lapa, Rainer M.
Requena, David
author_facet Soto, Luis F.
Romaní, Ana C.
Jiménez-Avalos, Gabriel
Silva, Yshoner
Ordinola-Ramirez, Carla M.
Lopez Lapa, Rainer M.
Requena, David
author_sort Soto, Luis F.
collection PubMed
description Clostridium perfringens is a dangerous bacterium and known biological warfare weapon associated with several diseases, whose lethal toxins can produce necrosis in humans. However, there is no safe and fully effective vaccine against C. perfringens for humans yet. To address this problem, we computationally screened its whole proteome, identifying highly immunogenic proteins, domains, and epitopes. First, we identified that the proteins with the highest epitope density are Collagenase A, Exo-alpha-sialidase, alpha n-acetylglucosaminidase and hyaluronoglucosaminidase, representing potential recombinant vaccine candidates. Second, we further explored the toxins, finding that the non-toxic domain of Perfringolysin O is enriched in CTL and HTL epitopes. This domain could be used as a potential sub-unit vaccine to combat gas gangrene. And third, we designed a multi-epitope protein containing 24 HTL-epitopes and 34 CTL-epitopes from extracellular regions of transmembrane proteins. Also, we analyzed the structural properties of this novel protein using molecular dynamics. Altogether, we are presenting a thorough immunoinformatic exploration of the whole proteome of C. perfringens, as well as promising whole-protein, domain-based and multi-epitope vaccine candidates. These can be evaluated in preclinical trials to assess their immunogenicity and protection against C. perfringens infection.
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spelling pubmed-94694722022-09-14 Immunoinformatic analysis of the whole proteome for vaccine design: An application to Clostridium perfringens Soto, Luis F. Romaní, Ana C. Jiménez-Avalos, Gabriel Silva, Yshoner Ordinola-Ramirez, Carla M. Lopez Lapa, Rainer M. Requena, David Front Immunol Immunology Clostridium perfringens is a dangerous bacterium and known biological warfare weapon associated with several diseases, whose lethal toxins can produce necrosis in humans. However, there is no safe and fully effective vaccine against C. perfringens for humans yet. To address this problem, we computationally screened its whole proteome, identifying highly immunogenic proteins, domains, and epitopes. First, we identified that the proteins with the highest epitope density are Collagenase A, Exo-alpha-sialidase, alpha n-acetylglucosaminidase and hyaluronoglucosaminidase, representing potential recombinant vaccine candidates. Second, we further explored the toxins, finding that the non-toxic domain of Perfringolysin O is enriched in CTL and HTL epitopes. This domain could be used as a potential sub-unit vaccine to combat gas gangrene. And third, we designed a multi-epitope protein containing 24 HTL-epitopes and 34 CTL-epitopes from extracellular regions of transmembrane proteins. Also, we analyzed the structural properties of this novel protein using molecular dynamics. Altogether, we are presenting a thorough immunoinformatic exploration of the whole proteome of C. perfringens, as well as promising whole-protein, domain-based and multi-epitope vaccine candidates. These can be evaluated in preclinical trials to assess their immunogenicity and protection against C. perfringens infection. Frontiers Media S.A. 2022-08-30 /pmc/articles/PMC9469472/ /pubmed/36110855 http://dx.doi.org/10.3389/fimmu.2022.942907 Text en Copyright © 2022 Soto, Romaní, Jiménez-Avalos, Silva, Ordinola-Ramirez, Lopez Lapa and Requena 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
Soto, Luis F.
Romaní, Ana C.
Jiménez-Avalos, Gabriel
Silva, Yshoner
Ordinola-Ramirez, Carla M.
Lopez Lapa, Rainer M.
Requena, David
Immunoinformatic analysis of the whole proteome for vaccine design: An application to Clostridium perfringens
title Immunoinformatic analysis of the whole proteome for vaccine design: An application to Clostridium perfringens
title_full Immunoinformatic analysis of the whole proteome for vaccine design: An application to Clostridium perfringens
title_fullStr Immunoinformatic analysis of the whole proteome for vaccine design: An application to Clostridium perfringens
title_full_unstemmed Immunoinformatic analysis of the whole proteome for vaccine design: An application to Clostridium perfringens
title_short Immunoinformatic analysis of the whole proteome for vaccine design: An application to Clostridium perfringens
title_sort immunoinformatic analysis of the whole proteome for vaccine design: an application to clostridium perfringens
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9469472/
https://www.ncbi.nlm.nih.gov/pubmed/36110855
http://dx.doi.org/10.3389/fimmu.2022.942907
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