Cargando…

CoPub update: CoPub 5.0 a text mining system to answer biological questions

In this article, we present CoPub 5.0, a publicly available text mining system, which uses Medline abstracts to calculate robust statistics for keyword co-occurrences. CoPub was initially developed for the analysis of microarray data, but we broadened the scope by implementing new technology and new...

Descripción completa

Detalles Bibliográficos
Autores principales: Fleuren, Wilco W. M., Verhoeven, Stefan, Frijters, Raoul, Heupers, Bart, Polman, Jan, van Schaik, René, de Vlieg, Jacob, Alkema, Wynand
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3125746/
https://www.ncbi.nlm.nih.gov/pubmed/21622961
http://dx.doi.org/10.1093/nar/gkr310
_version_ 1782207248852844544
author Fleuren, Wilco W. M.
Verhoeven, Stefan
Frijters, Raoul
Heupers, Bart
Polman, Jan
van Schaik, René
de Vlieg, Jacob
Alkema, Wynand
author_facet Fleuren, Wilco W. M.
Verhoeven, Stefan
Frijters, Raoul
Heupers, Bart
Polman, Jan
van Schaik, René
de Vlieg, Jacob
Alkema, Wynand
author_sort Fleuren, Wilco W. M.
collection PubMed
description In this article, we present CoPub 5.0, a publicly available text mining system, which uses Medline abstracts to calculate robust statistics for keyword co-occurrences. CoPub was initially developed for the analysis of microarray data, but we broadened the scope by implementing new technology and new thesauri. In CoPub 5.0, we integrated existing CoPub technology with new features, and provided a new advanced interface, which can be used to answer a variety of biological questions. CoPub 5.0 allows searching for keywords of interest and its relations to curated thesauri and provides highlighting and sorting mechanisms, using its statistics, to retrieve the most important abstracts in which the terms co-occur. It also provides a way to search for indirect relations between genes, drugs, pathways and diseases, following an ABC principle, in which A and C have no direct connection but are connected via shared B intermediates. With CoPub 5.0, it is possible to create, annotate and analyze networks using the layout and highlight options of Cytoscape web, allowing for literature based systems biology. Finally, operations of the CoPub 5.0 Web service enable to implement the CoPub technology in bioinformatics workflows. CoPub 5.0 can be accessed through the CoPub portal http://www.copub.org.
format Online
Article
Text
id pubmed-3125746
institution National Center for Biotechnology Information
language English
publishDate 2011
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-31257462011-07-05 CoPub update: CoPub 5.0 a text mining system to answer biological questions Fleuren, Wilco W. M. Verhoeven, Stefan Frijters, Raoul Heupers, Bart Polman, Jan van Schaik, René de Vlieg, Jacob Alkema, Wynand Nucleic Acids Res Articles In this article, we present CoPub 5.0, a publicly available text mining system, which uses Medline abstracts to calculate robust statistics for keyword co-occurrences. CoPub was initially developed for the analysis of microarray data, but we broadened the scope by implementing new technology and new thesauri. In CoPub 5.0, we integrated existing CoPub technology with new features, and provided a new advanced interface, which can be used to answer a variety of biological questions. CoPub 5.0 allows searching for keywords of interest and its relations to curated thesauri and provides highlighting and sorting mechanisms, using its statistics, to retrieve the most important abstracts in which the terms co-occur. It also provides a way to search for indirect relations between genes, drugs, pathways and diseases, following an ABC principle, in which A and C have no direct connection but are connected via shared B intermediates. With CoPub 5.0, it is possible to create, annotate and analyze networks using the layout and highlight options of Cytoscape web, allowing for literature based systems biology. Finally, operations of the CoPub 5.0 Web service enable to implement the CoPub technology in bioinformatics workflows. CoPub 5.0 can be accessed through the CoPub portal http://www.copub.org. Oxford University Press 2011-07-01 2011-05-27 /pmc/articles/PMC3125746/ /pubmed/21622961 http://dx.doi.org/10.1093/nar/gkr310 Text en © The Author(s) 2011. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Articles
Fleuren, Wilco W. M.
Verhoeven, Stefan
Frijters, Raoul
Heupers, Bart
Polman, Jan
van Schaik, René
de Vlieg, Jacob
Alkema, Wynand
CoPub update: CoPub 5.0 a text mining system to answer biological questions
title CoPub update: CoPub 5.0 a text mining system to answer biological questions
title_full CoPub update: CoPub 5.0 a text mining system to answer biological questions
title_fullStr CoPub update: CoPub 5.0 a text mining system to answer biological questions
title_full_unstemmed CoPub update: CoPub 5.0 a text mining system to answer biological questions
title_short CoPub update: CoPub 5.0 a text mining system to answer biological questions
title_sort copub update: copub 5.0 a text mining system to answer biological questions
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3125746/
https://www.ncbi.nlm.nih.gov/pubmed/21622961
http://dx.doi.org/10.1093/nar/gkr310
work_keys_str_mv AT fleurenwilcowm copubupdatecopub50atextminingsystemtoanswerbiologicalquestions
AT verhoevenstefan copubupdatecopub50atextminingsystemtoanswerbiologicalquestions
AT frijtersraoul copubupdatecopub50atextminingsystemtoanswerbiologicalquestions
AT heupersbart copubupdatecopub50atextminingsystemtoanswerbiologicalquestions
AT polmanjan copubupdatecopub50atextminingsystemtoanswerbiologicalquestions
AT vanschaikrene copubupdatecopub50atextminingsystemtoanswerbiologicalquestions
AT devliegjacob copubupdatecopub50atextminingsystemtoanswerbiologicalquestions
AT alkemawynand copubupdatecopub50atextminingsystemtoanswerbiologicalquestions