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Design of a multi-epitope vaccine against six Nocardia species based on reverse vaccinology combined with immunoinformatics
BACKGROUND: Nocardia genus, a complex group of species classified to be aerobic actinomycete, can lead to severe concurrent infection as well as disseminated infection, typically in immunocompromised patients. With the expansion of the susceptible population, the incidence of Nocardia has been gradu...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9952739/ https://www.ncbi.nlm.nih.gov/pubmed/36845087 http://dx.doi.org/10.3389/fimmu.2023.1100188 |
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author | Zhu, Fei Tan, Caixia Li, Chunhui Ma, Shiyang Wen, Haicheng Yang, Hang Rao, Mingjun Zhang, Peipei Peng, Wenzhong Cui, Yanhui Chen, Jie Pan, Pinhua |
author_facet | Zhu, Fei Tan, Caixia Li, Chunhui Ma, Shiyang Wen, Haicheng Yang, Hang Rao, Mingjun Zhang, Peipei Peng, Wenzhong Cui, Yanhui Chen, Jie Pan, Pinhua |
author_sort | Zhu, Fei |
collection | PubMed |
description | BACKGROUND: Nocardia genus, a complex group of species classified to be aerobic actinomycete, can lead to severe concurrent infection as well as disseminated infection, typically in immunocompromised patients. With the expansion of the susceptible population, the incidence of Nocardia has been gradually growing, accompanied by increased resistance of the pathogen to existing therapeutics. However, there is no effective vaccine against this pathogen yet. In this study, a multi-epitope vaccine was designed against the Nocardia infection using reverse vaccinology combined with immunoinformatics approaches. METHODS: First, the proteomes of 6 Nocardia subspecies Nocardia subspecies (Nocardia farcinica, Nocardia cyriacigeorgica, Nocardia abscessus, Nocardia otitidiscaviarum, Nocardia brasiliensis and Nocardia nova) were download NCBI (National Center for Biotechnology Information) database on May 1st, 2022 for the target proteins selection. The essential, virulent-associated or resistant-associated, surface-exposed, antigenic, non-toxic, and non-homologous with the human proteome proteins were selected for epitope identification. The shortlisted T-cell and B-cell epitopes were fused with appropriate adjuvants and linkers to construct vaccines. The physicochemical properties of the designed vaccine were predicted using multiple online servers. The Molecular docking and molecular dynamics (MD) simulation were performed to understand the binding pattern and binding stability between the vaccine candidate and Toll-like receptors (TLRs). The immunogenicity of the designed vaccines was evaluated via immune simulation. RESULTS: 3 proteins that are essential, virulent-associated or resistant-associated, surface-exposed, antigenic, non-toxic, and non-homologous with the human proteome were selected from 218 complete proteome sequences of the 6 Nocardia subspecies epitope identification. After screening, only 4 cytotoxic T lymphocyte (CTL) epitopes, 6 helper T lymphocyte (HTL) epitopes, and 8 B cell epitopes that were antigenic, non-allergenic, and non-toxic were included in the final vaccine construct. The results of molecular docking and MD simulation showed that the vaccine candidate has a strong affinity for TLR2 and TLR4 of the host and the vaccine-TLR complexes were dynamically stable in the natural environment. The results of the immune simulation indicated that the designed vaccine had the potential to induce strong protective immune responses in the host. The codon optimization and cloned analysis showed that the vaccine was available for mass production. CONCLUSION: The designed vaccine has the potential to stimulate long-lasting immunity in the host, but further studies are required to validate its safety and efficacy. |
format | Online Article Text |
id | pubmed-9952739 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99527392023-02-25 Design of a multi-epitope vaccine against six Nocardia species based on reverse vaccinology combined with immunoinformatics Zhu, Fei Tan, Caixia Li, Chunhui Ma, Shiyang Wen, Haicheng Yang, Hang Rao, Mingjun Zhang, Peipei Peng, Wenzhong Cui, Yanhui Chen, Jie Pan, Pinhua Front Immunol Immunology BACKGROUND: Nocardia genus, a complex group of species classified to be aerobic actinomycete, can lead to severe concurrent infection as well as disseminated infection, typically in immunocompromised patients. With the expansion of the susceptible population, the incidence of Nocardia has been gradually growing, accompanied by increased resistance of the pathogen to existing therapeutics. However, there is no effective vaccine against this pathogen yet. In this study, a multi-epitope vaccine was designed against the Nocardia infection using reverse vaccinology combined with immunoinformatics approaches. METHODS: First, the proteomes of 6 Nocardia subspecies Nocardia subspecies (Nocardia farcinica, Nocardia cyriacigeorgica, Nocardia abscessus, Nocardia otitidiscaviarum, Nocardia brasiliensis and Nocardia nova) were download NCBI (National Center for Biotechnology Information) database on May 1st, 2022 for the target proteins selection. The essential, virulent-associated or resistant-associated, surface-exposed, antigenic, non-toxic, and non-homologous with the human proteome proteins were selected for epitope identification. The shortlisted T-cell and B-cell epitopes were fused with appropriate adjuvants and linkers to construct vaccines. The physicochemical properties of the designed vaccine were predicted using multiple online servers. The Molecular docking and molecular dynamics (MD) simulation were performed to understand the binding pattern and binding stability between the vaccine candidate and Toll-like receptors (TLRs). The immunogenicity of the designed vaccines was evaluated via immune simulation. RESULTS: 3 proteins that are essential, virulent-associated or resistant-associated, surface-exposed, antigenic, non-toxic, and non-homologous with the human proteome were selected from 218 complete proteome sequences of the 6 Nocardia subspecies epitope identification. After screening, only 4 cytotoxic T lymphocyte (CTL) epitopes, 6 helper T lymphocyte (HTL) epitopes, and 8 B cell epitopes that were antigenic, non-allergenic, and non-toxic were included in the final vaccine construct. The results of molecular docking and MD simulation showed that the vaccine candidate has a strong affinity for TLR2 and TLR4 of the host and the vaccine-TLR complexes were dynamically stable in the natural environment. The results of the immune simulation indicated that the designed vaccine had the potential to induce strong protective immune responses in the host. The codon optimization and cloned analysis showed that the vaccine was available for mass production. CONCLUSION: The designed vaccine has the potential to stimulate long-lasting immunity in the host, but further studies are required to validate its safety and efficacy. Frontiers Media S.A. 2023-02-02 /pmc/articles/PMC9952739/ /pubmed/36845087 http://dx.doi.org/10.3389/fimmu.2023.1100188 Text en Copyright © 2023 Zhu, Tan, Li, Ma, Wen, Yang, Rao, Zhang, Peng, Cui, Chen and Pan 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 Zhu, Fei Tan, Caixia Li, Chunhui Ma, Shiyang Wen, Haicheng Yang, Hang Rao, Mingjun Zhang, Peipei Peng, Wenzhong Cui, Yanhui Chen, Jie Pan, Pinhua Design of a multi-epitope vaccine against six Nocardia species based on reverse vaccinology combined with immunoinformatics |
title | Design of a multi-epitope vaccine against six Nocardia species based on reverse vaccinology combined with immunoinformatics |
title_full | Design of a multi-epitope vaccine against six Nocardia species based on reverse vaccinology combined with immunoinformatics |
title_fullStr | Design of a multi-epitope vaccine against six Nocardia species based on reverse vaccinology combined with immunoinformatics |
title_full_unstemmed | Design of a multi-epitope vaccine against six Nocardia species based on reverse vaccinology combined with immunoinformatics |
title_short | Design of a multi-epitope vaccine against six Nocardia species based on reverse vaccinology combined with immunoinformatics |
title_sort | design of a multi-epitope vaccine against six nocardia species based on reverse vaccinology combined with immunoinformatics |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9952739/ https://www.ncbi.nlm.nih.gov/pubmed/36845087 http://dx.doi.org/10.3389/fimmu.2023.1100188 |
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