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FunTaxIS-lite: a simple and light solution to investigate protein functions in all living organisms

MOTIVATION: Defining the full domain of protein functions belonging to an organism is a complex challenge that is due to the huge heterogeneity of the taxonomy, where single or small groups of species can bear unique functional characteristics. FunTaxIS-lite provides a solution to this challenge by...

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Autores principales: Bianca, Federico, Ispano, Emilio, Gazzola, Ermanno, Lavezzo, Enrico, Fontana, Paolo, Toppo, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500080/
https://www.ncbi.nlm.nih.gov/pubmed/37672040
http://dx.doi.org/10.1093/bioinformatics/btad549
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author Bianca, Federico
Ispano, Emilio
Gazzola, Ermanno
Lavezzo, Enrico
Fontana, Paolo
Toppo, Stefano
author_facet Bianca, Federico
Ispano, Emilio
Gazzola, Ermanno
Lavezzo, Enrico
Fontana, Paolo
Toppo, Stefano
author_sort Bianca, Federico
collection PubMed
description MOTIVATION: Defining the full domain of protein functions belonging to an organism is a complex challenge that is due to the huge heterogeneity of the taxonomy, where single or small groups of species can bear unique functional characteristics. FunTaxIS-lite provides a solution to this challenge by determining taxon-based constraints on Gene Ontology (GO) terms, which specify the functions that an organism can or cannot perform. The tool employs a set of rules to generate and spread the constraints across both the taxon hierarchy and the GO graph. RESULTS: The taxon-based constraints produced by FunTaxIS-lite extend those provided by the Gene Ontology Consortium by an average of 300%. The implementation of these rules significantly reduces errors in function predictions made by automatic algorithms and can assist in correcting inconsistent protein annotations in databases. AVAILABILITY AND IMPLEMENTATION: FunTaxIS-lite is available on https://www.medcomp.medicina.unipd.it/funtaxis-lite and from https://github.com/MedCompUnipd/FunTaxIS-lite.
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spelling pubmed-105000802023-09-15 FunTaxIS-lite: a simple and light solution to investigate protein functions in all living organisms Bianca, Federico Ispano, Emilio Gazzola, Ermanno Lavezzo, Enrico Fontana, Paolo Toppo, Stefano Bioinformatics Applications Note MOTIVATION: Defining the full domain of protein functions belonging to an organism is a complex challenge that is due to the huge heterogeneity of the taxonomy, where single or small groups of species can bear unique functional characteristics. FunTaxIS-lite provides a solution to this challenge by determining taxon-based constraints on Gene Ontology (GO) terms, which specify the functions that an organism can or cannot perform. The tool employs a set of rules to generate and spread the constraints across both the taxon hierarchy and the GO graph. RESULTS: The taxon-based constraints produced by FunTaxIS-lite extend those provided by the Gene Ontology Consortium by an average of 300%. The implementation of these rules significantly reduces errors in function predictions made by automatic algorithms and can assist in correcting inconsistent protein annotations in databases. AVAILABILITY AND IMPLEMENTATION: FunTaxIS-lite is available on https://www.medcomp.medicina.unipd.it/funtaxis-lite and from https://github.com/MedCompUnipd/FunTaxIS-lite. Oxford University Press 2023-09-06 /pmc/articles/PMC10500080/ /pubmed/37672040 http://dx.doi.org/10.1093/bioinformatics/btad549 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Note
Bianca, Federico
Ispano, Emilio
Gazzola, Ermanno
Lavezzo, Enrico
Fontana, Paolo
Toppo, Stefano
FunTaxIS-lite: a simple and light solution to investigate protein functions in all living organisms
title FunTaxIS-lite: a simple and light solution to investigate protein functions in all living organisms
title_full FunTaxIS-lite: a simple and light solution to investigate protein functions in all living organisms
title_fullStr FunTaxIS-lite: a simple and light solution to investigate protein functions in all living organisms
title_full_unstemmed FunTaxIS-lite: a simple and light solution to investigate protein functions in all living organisms
title_short FunTaxIS-lite: a simple and light solution to investigate protein functions in all living organisms
title_sort funtaxis-lite: a simple and light solution to investigate protein functions in all living organisms
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500080/
https://www.ncbi.nlm.nih.gov/pubmed/37672040
http://dx.doi.org/10.1093/bioinformatics/btad549
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