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In silico design and evaluation of a novel mRNA vaccine against BK virus: a reverse vaccinology approach
Human polyomavirus type 1, or BK virus (BKV), is a ubiquitous pathogen belonging to the polyomaviridae family mostly known for causing BKV-associated nephropathy (BKVN) and allograft rejection in kidney transplant recipients (KTRs) following the immunosuppression regimens recommended in these patien...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797904/ https://www.ncbi.nlm.nih.gov/pubmed/36580228 http://dx.doi.org/10.1007/s12026-022-09351-3 |
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author | Mohammadi, Yasaman Nezafat, Navid Negahdaripour, Manica Eskandari, Sedigheh Zamani, Mozhdeh |
author_facet | Mohammadi, Yasaman Nezafat, Navid Negahdaripour, Manica Eskandari, Sedigheh Zamani, Mozhdeh |
author_sort | Mohammadi, Yasaman |
collection | PubMed |
description | Human polyomavirus type 1, or BK virus (BKV), is a ubiquitous pathogen belonging to the polyomaviridae family mostly known for causing BKV-associated nephropathy (BKVN) and allograft rejection in kidney transplant recipients (KTRs) following the immunosuppression regimens recommended in these patients. Reduction of the immunosuppression level and anti-viral agents are the usual approaches for BKV clearance, which have not met a desired outcome yet. There are also debating matters such as the effect of this pathogen on emerging various comorbidities and the related malignancies in the human population. In this study, a reverse vaccinology approach was implemented to design a mRNA vaccine against BKV by identifying the most antigenic proteins of this pathogen. Potential immunogenic T and B lymphocyte epitopes were predicted through various immunoinformatic tools. The final epitopes were selected according to antigenicity, toxicity, allergenicity, and cytokine inducibility scores. According to the obtained results, the designed vaccine was antigenic, neutral at the physiological pH, non-toxic, and non-allergenic with a world population coverage of 93.77%. Since the mRNA codon optimization ensures the efficient expression of the vaccine in a host cell, evaluation of different parameters showed our designed mRNA vaccine has a stable structure. Moreover, it had strong interactions with toll-like receptor 4 (TLR4) according to the molecular dynamic simulation studies. The in silico immune simulation analyses revealed an overall increase in the immune responses following repeated exposure to the designed vaccine. Based on our findings, the vaccine candidate is ready to be tested as a promising novel mRNA therapeutic vaccine against BKV. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12026-022-09351-3. |
format | Online Article Text |
id | pubmed-9797904 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-97979042022-12-29 In silico design and evaluation of a novel mRNA vaccine against BK virus: a reverse vaccinology approach Mohammadi, Yasaman Nezafat, Navid Negahdaripour, Manica Eskandari, Sedigheh Zamani, Mozhdeh Immunol Res Original Article Human polyomavirus type 1, or BK virus (BKV), is a ubiquitous pathogen belonging to the polyomaviridae family mostly known for causing BKV-associated nephropathy (BKVN) and allograft rejection in kidney transplant recipients (KTRs) following the immunosuppression regimens recommended in these patients. Reduction of the immunosuppression level and anti-viral agents are the usual approaches for BKV clearance, which have not met a desired outcome yet. There are also debating matters such as the effect of this pathogen on emerging various comorbidities and the related malignancies in the human population. In this study, a reverse vaccinology approach was implemented to design a mRNA vaccine against BKV by identifying the most antigenic proteins of this pathogen. Potential immunogenic T and B lymphocyte epitopes were predicted through various immunoinformatic tools. The final epitopes were selected according to antigenicity, toxicity, allergenicity, and cytokine inducibility scores. According to the obtained results, the designed vaccine was antigenic, neutral at the physiological pH, non-toxic, and non-allergenic with a world population coverage of 93.77%. Since the mRNA codon optimization ensures the efficient expression of the vaccine in a host cell, evaluation of different parameters showed our designed mRNA vaccine has a stable structure. Moreover, it had strong interactions with toll-like receptor 4 (TLR4) according to the molecular dynamic simulation studies. The in silico immune simulation analyses revealed an overall increase in the immune responses following repeated exposure to the designed vaccine. Based on our findings, the vaccine candidate is ready to be tested as a promising novel mRNA therapeutic vaccine against BKV. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12026-022-09351-3. Springer US 2022-12-29 2023 /pmc/articles/PMC9797904/ /pubmed/36580228 http://dx.doi.org/10.1007/s12026-022-09351-3 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Article Mohammadi, Yasaman Nezafat, Navid Negahdaripour, Manica Eskandari, Sedigheh Zamani, Mozhdeh In silico design and evaluation of a novel mRNA vaccine against BK virus: a reverse vaccinology approach |
title | In silico design and evaluation of a novel mRNA vaccine against BK virus: a reverse vaccinology approach |
title_full | In silico design and evaluation of a novel mRNA vaccine against BK virus: a reverse vaccinology approach |
title_fullStr | In silico design and evaluation of a novel mRNA vaccine against BK virus: a reverse vaccinology approach |
title_full_unstemmed | In silico design and evaluation of a novel mRNA vaccine against BK virus: a reverse vaccinology approach |
title_short | In silico design and evaluation of a novel mRNA vaccine against BK virus: a reverse vaccinology approach |
title_sort | in silico design and evaluation of a novel mrna vaccine against bk virus: a reverse vaccinology approach |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797904/ https://www.ncbi.nlm.nih.gov/pubmed/36580228 http://dx.doi.org/10.1007/s12026-022-09351-3 |
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