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PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries

BACKGROUND: Biological function is greatly dependent on the interactions of proteins with other proteins and genes. Abstracts from the biomedical literature stored in the NCBI's PubMed database can be used for the derivation of interactions between genes and proteins by identifying the co-occur...

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Detalles Bibliográficos
Autores principales: Barbosa-Silva, Adriano, Fontaine, Jean-Fred, Donnard, Elisa R, Stussi, Fernanda, Ortega, J Miguel, Andrade-Navarro, Miguel A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3228910/
https://www.ncbi.nlm.nih.gov/pubmed/22070195
http://dx.doi.org/10.1186/1471-2105-12-435
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author Barbosa-Silva, Adriano
Fontaine, Jean-Fred
Donnard, Elisa R
Stussi, Fernanda
Ortega, J Miguel
Andrade-Navarro, Miguel A
author_facet Barbosa-Silva, Adriano
Fontaine, Jean-Fred
Donnard, Elisa R
Stussi, Fernanda
Ortega, J Miguel
Andrade-Navarro, Miguel A
author_sort Barbosa-Silva, Adriano
collection PubMed
description BACKGROUND: Biological function is greatly dependent on the interactions of proteins with other proteins and genes. Abstracts from the biomedical literature stored in the NCBI's PubMed database can be used for the derivation of interactions between genes and proteins by identifying the co-occurrences of their terms. Often, the amount of interactions obtained through such an approach is large and may mix processes occurring in different contexts. Current tools do not allow studying these data with a focus on concepts of relevance to a user, for example, interactions related to a disease or to a biological mechanism such as protein aggregation. RESULTS: To help the concept-oriented exploration of such data we developed PESCADOR, a web tool that extracts a network of interactions from a set of PubMed abstracts given by a user, and allows filtering the interaction network according to user-defined concepts. We illustrate its use in exploring protein aggregation in neurodegenerative disease and in the expansion of pathways associated to colon cancer. CONCLUSIONS: PESCADOR is a platform independent web resource available at: http://cbdm.mdc-berlin.de/tools/pescador/
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spelling pubmed-32289102011-12-03 PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries Barbosa-Silva, Adriano Fontaine, Jean-Fred Donnard, Elisa R Stussi, Fernanda Ortega, J Miguel Andrade-Navarro, Miguel A BMC Bioinformatics Software BACKGROUND: Biological function is greatly dependent on the interactions of proteins with other proteins and genes. Abstracts from the biomedical literature stored in the NCBI's PubMed database can be used for the derivation of interactions between genes and proteins by identifying the co-occurrences of their terms. Often, the amount of interactions obtained through such an approach is large and may mix processes occurring in different contexts. Current tools do not allow studying these data with a focus on concepts of relevance to a user, for example, interactions related to a disease or to a biological mechanism such as protein aggregation. RESULTS: To help the concept-oriented exploration of such data we developed PESCADOR, a web tool that extracts a network of interactions from a set of PubMed abstracts given by a user, and allows filtering the interaction network according to user-defined concepts. We illustrate its use in exploring protein aggregation in neurodegenerative disease and in the expansion of pathways associated to colon cancer. CONCLUSIONS: PESCADOR is a platform independent web resource available at: http://cbdm.mdc-berlin.de/tools/pescador/ BioMed Central 2011-11-09 /pmc/articles/PMC3228910/ /pubmed/22070195 http://dx.doi.org/10.1186/1471-2105-12-435 Text en Copyright © 2011 Barbosa-Silva et al; licensee BioMed Central Ltd. https://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 (https://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
Barbosa-Silva, Adriano
Fontaine, Jean-Fred
Donnard, Elisa R
Stussi, Fernanda
Ortega, J Miguel
Andrade-Navarro, Miguel A
PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries
title PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries
title_full PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries
title_fullStr PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries
title_full_unstemmed PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries
title_short PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries
title_sort pescador, a web-based tool to assist text-mining of biointeractions extracted from pubmed queries
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3228910/
https://www.ncbi.nlm.nih.gov/pubmed/22070195
http://dx.doi.org/10.1186/1471-2105-12-435
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