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Assisted curation of regulatory interactions and growth conditions of OxyR in E. coli K-12

Given the current explosion of data within original publications generated in the field of genomics, a recognized bottleneck is the transfer of such knowledge into comprehensive databases. We have for years organized knowledge on transcriptional regulation reported in the original literature of Esch...

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Autores principales: Gama-Castro, Socorro, Rinaldi, Fabio, López-Fuentes, Alejandra, Balderas-Martínez, Yalbi Itzel, Clematide, Simon, Ellendorff, Tilia Renate, Santos-Zavaleta, Alberto, Marques-Madeira, Hernani, Collado-Vides, Julio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4207228/
https://www.ncbi.nlm.nih.gov/pubmed/24903516
http://dx.doi.org/10.1093/database/bau049
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author Gama-Castro, Socorro
Rinaldi, Fabio
López-Fuentes, Alejandra
Balderas-Martínez, Yalbi Itzel
Clematide, Simon
Ellendorff, Tilia Renate
Santos-Zavaleta, Alberto
Marques-Madeira, Hernani
Collado-Vides, Julio
author_facet Gama-Castro, Socorro
Rinaldi, Fabio
López-Fuentes, Alejandra
Balderas-Martínez, Yalbi Itzel
Clematide, Simon
Ellendorff, Tilia Renate
Santos-Zavaleta, Alberto
Marques-Madeira, Hernani
Collado-Vides, Julio
author_sort Gama-Castro, Socorro
collection PubMed
description Given the current explosion of data within original publications generated in the field of genomics, a recognized bottleneck is the transfer of such knowledge into comprehensive databases. We have for years organized knowledge on transcriptional regulation reported in the original literature of Escherichia coli K-12 into RegulonDB (http://regulondb.ccg.unam.mx), our database that is currently supported by >5000 papers. Here, we report a first step towards the automatic biocuration of growth conditions in this corpus. Using the OntoGene text-mining system (http://www.ontogene.org), we extracted and manually validated regulatory interactions and growth conditions in a new approach based on filters that enable the curator to select informative sentences from preprocessed full papers. Based on a set of 48 papers dealing with oxidative stress by OxyR, we were able to retrieve 100% of the OxyR regulatory interactions present in RegulonDB, including the transcription factors and their effect on target genes. Our strategy was designed to extract, as we did, their growth conditions. This result provides a proof of concept for a more direct and efficient curation process, and enables us to define the strategy of the subsequent steps to be implemented for a semi-automatic curation of original literature dealing with regulation of gene expression in bacteria. This project will enhance the efficiency and quality of the curation of knowledge present in the literature of gene regulation, and contribute to a significant increase in the encoding of the regulatory network of E. coli. RegulonDB Database URL: http://regulondb.ccg.unam.mx OntoGene URL: http://www.ontogene.org
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spelling pubmed-42072282014-10-28 Assisted curation of regulatory interactions and growth conditions of OxyR in E. coli K-12 Gama-Castro, Socorro Rinaldi, Fabio López-Fuentes, Alejandra Balderas-Martínez, Yalbi Itzel Clematide, Simon Ellendorff, Tilia Renate Santos-Zavaleta, Alberto Marques-Madeira, Hernani Collado-Vides, Julio Database (Oxford) Original Article Given the current explosion of data within original publications generated in the field of genomics, a recognized bottleneck is the transfer of such knowledge into comprehensive databases. We have for years organized knowledge on transcriptional regulation reported in the original literature of Escherichia coli K-12 into RegulonDB (http://regulondb.ccg.unam.mx), our database that is currently supported by >5000 papers. Here, we report a first step towards the automatic biocuration of growth conditions in this corpus. Using the OntoGene text-mining system (http://www.ontogene.org), we extracted and manually validated regulatory interactions and growth conditions in a new approach based on filters that enable the curator to select informative sentences from preprocessed full papers. Based on a set of 48 papers dealing with oxidative stress by OxyR, we were able to retrieve 100% of the OxyR regulatory interactions present in RegulonDB, including the transcription factors and their effect on target genes. Our strategy was designed to extract, as we did, their growth conditions. This result provides a proof of concept for a more direct and efficient curation process, and enables us to define the strategy of the subsequent steps to be implemented for a semi-automatic curation of original literature dealing with regulation of gene expression in bacteria. This project will enhance the efficiency and quality of the curation of knowledge present in the literature of gene regulation, and contribute to a significant increase in the encoding of the regulatory network of E. coli. RegulonDB Database URL: http://regulondb.ccg.unam.mx OntoGene URL: http://www.ontogene.org Oxford University Press 2014-06-04 /pmc/articles/PMC4207228/ /pubmed/24903516 http://dx.doi.org/10.1093/database/bau049 Text en © The Author(s) 2014. Published by Oxford University Press. http://creativecommons.org/licenses/by/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Gama-Castro, Socorro
Rinaldi, Fabio
López-Fuentes, Alejandra
Balderas-Martínez, Yalbi Itzel
Clematide, Simon
Ellendorff, Tilia Renate
Santos-Zavaleta, Alberto
Marques-Madeira, Hernani
Collado-Vides, Julio
Assisted curation of regulatory interactions and growth conditions of OxyR in E. coli K-12
title Assisted curation of regulatory interactions and growth conditions of OxyR in E. coli K-12
title_full Assisted curation of regulatory interactions and growth conditions of OxyR in E. coli K-12
title_fullStr Assisted curation of regulatory interactions and growth conditions of OxyR in E. coli K-12
title_full_unstemmed Assisted curation of regulatory interactions and growth conditions of OxyR in E. coli K-12
title_short Assisted curation of regulatory interactions and growth conditions of OxyR in E. coli K-12
title_sort assisted curation of regulatory interactions and growth conditions of oxyr in e. coli k-12
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4207228/
https://www.ncbi.nlm.nih.gov/pubmed/24903516
http://dx.doi.org/10.1093/database/bau049
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