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A-GAME: improving the assembly of pooled functional metagenomics sequence data

BACKGROUND: Expression screening of environmental DNA (eDNA) libraries is a popular approach for the identification and characterization of novel microbial enzymes with promising biotechnological properties. In such “functional metagenomics” experiments, inserts, selected on the basis of activity as...

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Autores principales: Chiara, Matteo, Placido, Antonio, Picardi, Ernesto, Ceci, Luigi Ruggiero, Horner, David Stephen, Pesole, Graziano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5767027/
https://www.ncbi.nlm.nih.gov/pubmed/29329522
http://dx.doi.org/10.1186/s12864-017-4369-z
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author Chiara, Matteo
Placido, Antonio
Picardi, Ernesto
Ceci, Luigi Ruggiero
Horner, David Stephen
Pesole, Graziano
author_facet Chiara, Matteo
Placido, Antonio
Picardi, Ernesto
Ceci, Luigi Ruggiero
Horner, David Stephen
Pesole, Graziano
author_sort Chiara, Matteo
collection PubMed
description BACKGROUND: Expression screening of environmental DNA (eDNA) libraries is a popular approach for the identification and characterization of novel microbial enzymes with promising biotechnological properties. In such “functional metagenomics” experiments, inserts, selected on the basis of activity assays, are sequenced with high throughput sequencing technologies. Assembly is followed by gene prediction, annotation and identification of candidate genes that are subsequently evaluated for biotechnological applications. RESULTS: Here we present A-GAME (A GAlaxy suite for functional MEtagenomics), a web service incorporating state of the art tools and workflows for the analysis of eDNA sequence data. We illustrate the potential of A-GAME workflows using real functional metagenomics data, showing that they outperform alternative metagenomics assemblers. Dedicated tools available in A-GAME allow efficient analysis of pooled libraries and rapid identification of candidate genes, reducing sequencing costs and saving the need for laborious manual annotation. CONCLUSION: In conclusion, we believe A-GAME will constitute a valuable resource for the functional metagenomics community. A-GAME is publicly available at http://beaconlab.it/agame ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-017-4369-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-57670272018-01-17 A-GAME: improving the assembly of pooled functional metagenomics sequence data Chiara, Matteo Placido, Antonio Picardi, Ernesto Ceci, Luigi Ruggiero Horner, David Stephen Pesole, Graziano BMC Genomics Software BACKGROUND: Expression screening of environmental DNA (eDNA) libraries is a popular approach for the identification and characterization of novel microbial enzymes with promising biotechnological properties. In such “functional metagenomics” experiments, inserts, selected on the basis of activity assays, are sequenced with high throughput sequencing technologies. Assembly is followed by gene prediction, annotation and identification of candidate genes that are subsequently evaluated for biotechnological applications. RESULTS: Here we present A-GAME (A GAlaxy suite for functional MEtagenomics), a web service incorporating state of the art tools and workflows for the analysis of eDNA sequence data. We illustrate the potential of A-GAME workflows using real functional metagenomics data, showing that they outperform alternative metagenomics assemblers. Dedicated tools available in A-GAME allow efficient analysis of pooled libraries and rapid identification of candidate genes, reducing sequencing costs and saving the need for laborious manual annotation. CONCLUSION: In conclusion, we believe A-GAME will constitute a valuable resource for the functional metagenomics community. A-GAME is publicly available at http://beaconlab.it/agame ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-017-4369-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-01-12 /pmc/articles/PMC5767027/ /pubmed/29329522 http://dx.doi.org/10.1186/s12864-017-4369-z Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Chiara, Matteo
Placido, Antonio
Picardi, Ernesto
Ceci, Luigi Ruggiero
Horner, David Stephen
Pesole, Graziano
A-GAME: improving the assembly of pooled functional metagenomics sequence data
title A-GAME: improving the assembly of pooled functional metagenomics sequence data
title_full A-GAME: improving the assembly of pooled functional metagenomics sequence data
title_fullStr A-GAME: improving the assembly of pooled functional metagenomics sequence data
title_full_unstemmed A-GAME: improving the assembly of pooled functional metagenomics sequence data
title_short A-GAME: improving the assembly of pooled functional metagenomics sequence data
title_sort a-game: improving the assembly of pooled functional metagenomics sequence data
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5767027/
https://www.ncbi.nlm.nih.gov/pubmed/29329522
http://dx.doi.org/10.1186/s12864-017-4369-z
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