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Vir2Drug: a drug repurposing framework based on protein similarities between pathogens

We draw from the assumption that similarities between pathogens at both pathogen protein and host protein level, may provide the appropriate framework to identify and rank candidate drugs to be used against a specific pathogen. Vir2Drug is a drug repurposing tool that uses network-based approaches t...

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Detalles Bibliográficos
Autores principales: Minadakis, George, Tomazou, Marios, Dietis, Nikolas, Spyrou, George M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9851336/
https://www.ncbi.nlm.nih.gov/pubmed/36513376
http://dx.doi.org/10.1093/bib/bbac536
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author Minadakis, George
Tomazou, Marios
Dietis, Nikolas
Spyrou, George M
author_facet Minadakis, George
Tomazou, Marios
Dietis, Nikolas
Spyrou, George M
author_sort Minadakis, George
collection PubMed
description We draw from the assumption that similarities between pathogens at both pathogen protein and host protein level, may provide the appropriate framework to identify and rank candidate drugs to be used against a specific pathogen. Vir2Drug is a drug repurposing tool that uses network-based approaches to identify and rank candidate drugs for a specific pathogen, combining information obtained from: (a) ranked pathogen-to-pathogen networks based on protein similarities between pathogens, (b) taxonomy distance between pathogens and (c) drugs targeting specific pathogen’s and host proteins. The underlying pathogen networks are used to screen drugs by means of specific methodologies that account for either the host or pathogen’s protein targets. Vir2Drug is a useful and yet informative tool for drug repurposing against known or unknown pathogens especially in periods where the emergence for repurposed drugs plays significant role in handling viral outbreaks, until reaching a vaccine. The web tool is available at: https://bioinformatics.cing.ac.cy/vir2drug, https://vir2drug.cing-big.hpcf.cyi.ac.cy
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spelling pubmed-98513362023-01-20 Vir2Drug: a drug repurposing framework based on protein similarities between pathogens Minadakis, George Tomazou, Marios Dietis, Nikolas Spyrou, George M Brief Bioinform Problem Solving Protocol We draw from the assumption that similarities between pathogens at both pathogen protein and host protein level, may provide the appropriate framework to identify and rank candidate drugs to be used against a specific pathogen. Vir2Drug is a drug repurposing tool that uses network-based approaches to identify and rank candidate drugs for a specific pathogen, combining information obtained from: (a) ranked pathogen-to-pathogen networks based on protein similarities between pathogens, (b) taxonomy distance between pathogens and (c) drugs targeting specific pathogen’s and host proteins. The underlying pathogen networks are used to screen drugs by means of specific methodologies that account for either the host or pathogen’s protein targets. Vir2Drug is a useful and yet informative tool for drug repurposing against known or unknown pathogens especially in periods where the emergence for repurposed drugs plays significant role in handling viral outbreaks, until reaching a vaccine. The web tool is available at: https://bioinformatics.cing.ac.cy/vir2drug, https://vir2drug.cing-big.hpcf.cyi.ac.cy Oxford University Press 2022-12-13 /pmc/articles/PMC9851336/ /pubmed/36513376 http://dx.doi.org/10.1093/bib/bbac536 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Problem Solving Protocol
Minadakis, George
Tomazou, Marios
Dietis, Nikolas
Spyrou, George M
Vir2Drug: a drug repurposing framework based on protein similarities between pathogens
title Vir2Drug: a drug repurposing framework based on protein similarities between pathogens
title_full Vir2Drug: a drug repurposing framework based on protein similarities between pathogens
title_fullStr Vir2Drug: a drug repurposing framework based on protein similarities between pathogens
title_full_unstemmed Vir2Drug: a drug repurposing framework based on protein similarities between pathogens
title_short Vir2Drug: a drug repurposing framework based on protein similarities between pathogens
title_sort vir2drug: a drug repurposing framework based on protein similarities between pathogens
topic Problem Solving Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9851336/
https://www.ncbi.nlm.nih.gov/pubmed/36513376
http://dx.doi.org/10.1093/bib/bbac536
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