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CODON—Software to manual curation of prokaryotic genomes

Genome annotation conceptually consists of inferring and assigning biological information to gene products. Over the years, numerous pipelines and computational tools have been developed aiming to automate this task and assist researchers in gaining knowledge about target genes of study. However, ev...

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Autores principales: Merlin, Bruno, Castro Alves, Jorianne Thyeska, de Sá, Pablo Henrique Caracciolo Gomes, de Oliveira, Mônica Silva, Dias, Larissa Maranhão, da Silva Moia, Gislenne, Cardoso dos Santos, Victória, Veras, Adonney Allan de Oliveira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8011737/
https://www.ncbi.nlm.nih.gov/pubmed/33788829
http://dx.doi.org/10.1371/journal.pcbi.1008797
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author Merlin, Bruno
Castro Alves, Jorianne Thyeska
de Sá, Pablo Henrique Caracciolo Gomes
de Oliveira, Mônica Silva
Dias, Larissa Maranhão
da Silva Moia, Gislenne
Cardoso dos Santos, Victória
Veras, Adonney Allan de Oliveira
author_facet Merlin, Bruno
Castro Alves, Jorianne Thyeska
de Sá, Pablo Henrique Caracciolo Gomes
de Oliveira, Mônica Silva
Dias, Larissa Maranhão
da Silva Moia, Gislenne
Cardoso dos Santos, Victória
Veras, Adonney Allan de Oliveira
author_sort Merlin, Bruno
collection PubMed
description Genome annotation conceptually consists of inferring and assigning biological information to gene products. Over the years, numerous pipelines and computational tools have been developed aiming to automate this task and assist researchers in gaining knowledge about target genes of study. However, even with these technological advances, manual annotation or manual curation is necessary, where the information attributed to the gene products is verified and enriched. Despite being called the gold standard process for depositing data in a biological database, the task of manual curation requires significant time and effort from researchers who sometimes have to parse through numerous products in various public databases. To assist with this problem, we present CODON, a tool for manual curation of genomic data, capable of performing the prediction and annotation process. This software makes use of a finite state machine in the prediction process and automatically annotates products based on information obtained from the Uniprot database. CODON is equipped with a simple and intuitive graphic interface that assists on manual curation, enabling the user to decide about the analysis based on information as to identity, length of the alignment, and name of the organism in which the product obtained a match. Further, visual analysis of all matches found in the database is possible, impacting significantly in the curation task considering that the user has at his disposal all the information available for a given product. An analysis performed on eleven organisms was used to test the efficiency of this tool by comparing the results of prediction and annotation through CODON to ones from the NCBI and RAST platforms.
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spelling pubmed-80117372021-04-07 CODON—Software to manual curation of prokaryotic genomes Merlin, Bruno Castro Alves, Jorianne Thyeska de Sá, Pablo Henrique Caracciolo Gomes de Oliveira, Mônica Silva Dias, Larissa Maranhão da Silva Moia, Gislenne Cardoso dos Santos, Victória Veras, Adonney Allan de Oliveira PLoS Comput Biol Research Article Genome annotation conceptually consists of inferring and assigning biological information to gene products. Over the years, numerous pipelines and computational tools have been developed aiming to automate this task and assist researchers in gaining knowledge about target genes of study. However, even with these technological advances, manual annotation or manual curation is necessary, where the information attributed to the gene products is verified and enriched. Despite being called the gold standard process for depositing data in a biological database, the task of manual curation requires significant time and effort from researchers who sometimes have to parse through numerous products in various public databases. To assist with this problem, we present CODON, a tool for manual curation of genomic data, capable of performing the prediction and annotation process. This software makes use of a finite state machine in the prediction process and automatically annotates products based on information obtained from the Uniprot database. CODON is equipped with a simple and intuitive graphic interface that assists on manual curation, enabling the user to decide about the analysis based on information as to identity, length of the alignment, and name of the organism in which the product obtained a match. Further, visual analysis of all matches found in the database is possible, impacting significantly in the curation task considering that the user has at his disposal all the information available for a given product. An analysis performed on eleven organisms was used to test the efficiency of this tool by comparing the results of prediction and annotation through CODON to ones from the NCBI and RAST platforms. Public Library of Science 2021-03-31 /pmc/articles/PMC8011737/ /pubmed/33788829 http://dx.doi.org/10.1371/journal.pcbi.1008797 Text en © 2021 Merlin et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Merlin, Bruno
Castro Alves, Jorianne Thyeska
de Sá, Pablo Henrique Caracciolo Gomes
de Oliveira, Mônica Silva
Dias, Larissa Maranhão
da Silva Moia, Gislenne
Cardoso dos Santos, Victória
Veras, Adonney Allan de Oliveira
CODON—Software to manual curation of prokaryotic genomes
title CODON—Software to manual curation of prokaryotic genomes
title_full CODON—Software to manual curation of prokaryotic genomes
title_fullStr CODON—Software to manual curation of prokaryotic genomes
title_full_unstemmed CODON—Software to manual curation of prokaryotic genomes
title_short CODON—Software to manual curation of prokaryotic genomes
title_sort codon—software to manual curation of prokaryotic genomes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8011737/
https://www.ncbi.nlm.nih.gov/pubmed/33788829
http://dx.doi.org/10.1371/journal.pcbi.1008797
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