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NERVE: New Enhanced Reverse Vaccinology Environment

BACKGROUND: Since a milestone work on Neisseria meningitidis B, Reverse Vaccinology has strongly enhanced the identification of vaccine candidates by replacing several experimental tasks using in silico prediction steps. These steps have allowed scientists to face the selection of antigens from the...

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Detalles Bibliográficos
Autores principales: Vivona, Sandro, Bernante, Filippo, Filippini, Francesco
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1570458/
https://www.ncbi.nlm.nih.gov/pubmed/16848907
http://dx.doi.org/10.1186/1472-6750-6-35
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author Vivona, Sandro
Bernante, Filippo
Filippini, Francesco
author_facet Vivona, Sandro
Bernante, Filippo
Filippini, Francesco
author_sort Vivona, Sandro
collection PubMed
description BACKGROUND: Since a milestone work on Neisseria meningitidis B, Reverse Vaccinology has strongly enhanced the identification of vaccine candidates by replacing several experimental tasks using in silico prediction steps. These steps have allowed scientists to face the selection of antigens from the predicted proteome of pathogens, for which cell culture is difficult or impossible, saving time and money. However, this good example of bioinformatics-driven immunology can be further developed by improving in silico steps and implementing biologist-friendly tools. RESULTS: We introduce NERVE (New Enhanced Reverse Vaccinology Environment), an user-friendly software environment for the in silico identification of the best vaccine candidates from whole proteomes of bacterial pathogens. The software integrates multiple robust and well-known algorithms for protein analysis and comparison. Vaccine candidates are ranked and presented in a html table showing relevant information and links to corresponding primary data. Information concerning all proteins of the analyzed proteome is not deleted along selection steps but rather flows into an SQL database for further mining and analyses. CONCLUSION: After learning from recent years' works in this field and analysing a large dataset, NERVE has been implemented and tuned as the first available tool able to rank a restricted pool (~8–9% of the whole proteome) of vaccine candidates and to show high recall (~75–80%) of known protective antigens. These vaccine candidates are required to be "safe" (taking into account autoimmunity risk) and "easy" for further experimental, high-throughput screening (avoiding possibly not soluble antigens). NERVE is expected to help save time and money in vaccine design and is available as an additional file with this manuscript; updated versions will be available at .
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spelling pubmed-15704582006-09-21 NERVE: New Enhanced Reverse Vaccinology Environment Vivona, Sandro Bernante, Filippo Filippini, Francesco BMC Biotechnol Software BACKGROUND: Since a milestone work on Neisseria meningitidis B, Reverse Vaccinology has strongly enhanced the identification of vaccine candidates by replacing several experimental tasks using in silico prediction steps. These steps have allowed scientists to face the selection of antigens from the predicted proteome of pathogens, for which cell culture is difficult or impossible, saving time and money. However, this good example of bioinformatics-driven immunology can be further developed by improving in silico steps and implementing biologist-friendly tools. RESULTS: We introduce NERVE (New Enhanced Reverse Vaccinology Environment), an user-friendly software environment for the in silico identification of the best vaccine candidates from whole proteomes of bacterial pathogens. The software integrates multiple robust and well-known algorithms for protein analysis and comparison. Vaccine candidates are ranked and presented in a html table showing relevant information and links to corresponding primary data. Information concerning all proteins of the analyzed proteome is not deleted along selection steps but rather flows into an SQL database for further mining and analyses. CONCLUSION: After learning from recent years' works in this field and analysing a large dataset, NERVE has been implemented and tuned as the first available tool able to rank a restricted pool (~8–9% of the whole proteome) of vaccine candidates and to show high recall (~75–80%) of known protective antigens. These vaccine candidates are required to be "safe" (taking into account autoimmunity risk) and "easy" for further experimental, high-throughput screening (avoiding possibly not soluble antigens). NERVE is expected to help save time and money in vaccine design and is available as an additional file with this manuscript; updated versions will be available at . BioMed Central 2006-07-18 /pmc/articles/PMC1570458/ /pubmed/16848907 http://dx.doi.org/10.1186/1472-6750-6-35 Text en Copyright © 2006 Vivona et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software
Vivona, Sandro
Bernante, Filippo
Filippini, Francesco
NERVE: New Enhanced Reverse Vaccinology Environment
title NERVE: New Enhanced Reverse Vaccinology Environment
title_full NERVE: New Enhanced Reverse Vaccinology Environment
title_fullStr NERVE: New Enhanced Reverse Vaccinology Environment
title_full_unstemmed NERVE: New Enhanced Reverse Vaccinology Environment
title_short NERVE: New Enhanced Reverse Vaccinology Environment
title_sort nerve: new enhanced reverse vaccinology environment
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1570458/
https://www.ncbi.nlm.nih.gov/pubmed/16848907
http://dx.doi.org/10.1186/1472-6750-6-35
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