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FIGENIX: Intelligent automation of genomic annotation: expertise integration in a new software platform

BACKGROUND: Two of the main objectives of the genomic and post-genomic era are to structurally and functionally annotate genomes which consists of detecting genes' position and structure, and inferring their function (as well as of other features of genomes). Structural and functional annotatio...

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Autores principales: Gouret, Philippe, Vitiello, Vérane, Balandraud, Nathalie, Gilles, André, Pontarotti, Pierre, Danchin, Etienne GJ
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1188056/
https://www.ncbi.nlm.nih.gov/pubmed/16083500
http://dx.doi.org/10.1186/1471-2105-6-198
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author Gouret, Philippe
Vitiello, Vérane
Balandraud, Nathalie
Gilles, André
Pontarotti, Pierre
Danchin, Etienne GJ
author_facet Gouret, Philippe
Vitiello, Vérane
Balandraud, Nathalie
Gilles, André
Pontarotti, Pierre
Danchin, Etienne GJ
author_sort Gouret, Philippe
collection PubMed
description BACKGROUND: Two of the main objectives of the genomic and post-genomic era are to structurally and functionally annotate genomes which consists of detecting genes' position and structure, and inferring their function (as well as of other features of genomes). Structural and functional annotation both require the complex chaining of numerous different software, algorithms and methods under the supervision of a biologist. The automation of these pipelines is necessary to manage huge amounts of data released by sequencing projects. Several pipelines already automate some of these complex chaining but still necessitate an important contribution of biologists for supervising and controlling the results at various steps. RESULTS: Here we propose an innovative automated platform, FIGENIX, which includes an expert system capable to substitute to human expertise at several key steps. FIGENIX currently automates complex pipelines of structural and functional annotation under the supervision of the expert system (which allows for example to make key decisions, check intermediate results or refine the dataset). The quality of the results produced by FIGENIX is comparable to those obtained by expert biologists with a drastic gain in terms of time costs and avoidance of errors due to the human manipulation of data. CONCLUSION: The core engine and expert system of the FIGENIX platform currently handle complex annotation processes of broad interest for the genomic community. They could be easily adapted to new, or more specialized pipelines, such as for example the annotation of miRNAs, the classification of complex multigenic families, annotation of regulatory elements and other genomic features of interest.
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spelling pubmed-11880562005-08-20 FIGENIX: Intelligent automation of genomic annotation: expertise integration in a new software platform Gouret, Philippe Vitiello, Vérane Balandraud, Nathalie Gilles, André Pontarotti, Pierre Danchin, Etienne GJ BMC Bioinformatics Software BACKGROUND: Two of the main objectives of the genomic and post-genomic era are to structurally and functionally annotate genomes which consists of detecting genes' position and structure, and inferring their function (as well as of other features of genomes). Structural and functional annotation both require the complex chaining of numerous different software, algorithms and methods under the supervision of a biologist. The automation of these pipelines is necessary to manage huge amounts of data released by sequencing projects. Several pipelines already automate some of these complex chaining but still necessitate an important contribution of biologists for supervising and controlling the results at various steps. RESULTS: Here we propose an innovative automated platform, FIGENIX, which includes an expert system capable to substitute to human expertise at several key steps. FIGENIX currently automates complex pipelines of structural and functional annotation under the supervision of the expert system (which allows for example to make key decisions, check intermediate results or refine the dataset). The quality of the results produced by FIGENIX is comparable to those obtained by expert biologists with a drastic gain in terms of time costs and avoidance of errors due to the human manipulation of data. CONCLUSION: The core engine and expert system of the FIGENIX platform currently handle complex annotation processes of broad interest for the genomic community. They could be easily adapted to new, or more specialized pipelines, such as for example the annotation of miRNAs, the classification of complex multigenic families, annotation of regulatory elements and other genomic features of interest. BioMed Central 2005-08-05 /pmc/articles/PMC1188056/ /pubmed/16083500 http://dx.doi.org/10.1186/1471-2105-6-198 Text en Copyright © 2005 Gouret 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
Gouret, Philippe
Vitiello, Vérane
Balandraud, Nathalie
Gilles, André
Pontarotti, Pierre
Danchin, Etienne GJ
FIGENIX: Intelligent automation of genomic annotation: expertise integration in a new software platform
title FIGENIX: Intelligent automation of genomic annotation: expertise integration in a new software platform
title_full FIGENIX: Intelligent automation of genomic annotation: expertise integration in a new software platform
title_fullStr FIGENIX: Intelligent automation of genomic annotation: expertise integration in a new software platform
title_full_unstemmed FIGENIX: Intelligent automation of genomic annotation: expertise integration in a new software platform
title_short FIGENIX: Intelligent automation of genomic annotation: expertise integration in a new software platform
title_sort figenix: intelligent automation of genomic annotation: expertise integration in a new software platform
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1188056/
https://www.ncbi.nlm.nih.gov/pubmed/16083500
http://dx.doi.org/10.1186/1471-2105-6-198
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