LimTox: A web tool for applied text mining of adverse event and toxicity associations of compounds, drugs and genes
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- dc.contributor.author Cañada, Andrésca
- dc.contributor.author Capella Gutiérrez, Salvador Jesús, 1985-ca
- dc.contributor.author Rabal, Obduliaca
- dc.contributor.author Oyarzábal, Julenca
- dc.contributor.author Valencia, Alfonsoca
- dc.contributor.author Krallinger, Martinca
- dc.date.accessioned 2018-07-02T07:45:40Z
- dc.date.available 2018-07-02T07:45:40Z
- dc.date.issued 2017
- dc.description.abstract A considerable effort has been devoted to retrieve systematically information for genes and proteins as well as relationships between them. Despite the importance of chemical compounds and drugs as a central bio-entity in pharmacological and biological research, only a limited number of freely available chemical text-mining/search engine technologies are currently accessible. Here we present LimTox (Literature Mining for Toxicology), a web-based online biomedical search tool with special focus on adverse hepatobiliary reactions. It integrates a range of text mining, named entity recognition and information extraction components. LimTox relies on machine-learning, rule-based, pattern-based and term lookup strategies. This system processes scientific abstracts, a set of full text articles and medical agency assessment reports. Although the main focus of LimTox is on adverse liver events, it enables also basic searches for other organ level toxicity associations (nephrotoxicity, cardiotoxicity, thyrotoxicity and phospholipidosis). This tool supports specialized search queries for: chemical compounds/drugs, genes (with additional emphasis on key enzymes in drug metabolism, namely P450 cytochromes-CYPs) and biochemical liver markers. The LimTox website is free and open to all users and there is no login requirement. LimTox can be accessed at: http://limtox.bioinfo.cnio.es.
- dc.description.sponsorship eTOX project [IMI-115002]; European Commission H2020 project OpenMinted [654021]; Plan de Impulso de las Tecnologías del Lenguaje de la Agenda Digital (PITL) of the Secretary of State of Telecommunications of the Spanish Ministry of Energy, Tourism and the Digital Agenda; ISCIII and ERDF [PT13/0001/00]. Funding for open access charge: European Commission H2020 project OpenMinted [654021].
- dc.format.mimetype application/pdf
- dc.identifier.citation Cañada A, Capella-Gutierrez S, Rabal O, Oyarzabal J, Valencia A, Krallinger M. LimTox: a web tool for applied text mining of adverse event and toxicity associations of compounds, drugs and genes. Nucleic Acids Res. 2017 Jul 3;45(W1):W484-W489. DOI: 10.1093/nar/gkx462
- dc.identifier.doi http://dx.doi.org/10.1093/nar/gkx462
- dc.identifier.issn 0305-1048
- dc.identifier.uri http://hdl.handle.net/10230/35008
- dc.language.iso eng
- dc.publisher Oxford University Pressca
- dc.relation.ispartof Nucleic Acids Res. 2017 Jul 3;45(W1):W484-W489
- dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/654021
- dc.rights © The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.rights.uri http://creativecommons.org/licenses/by-nc/4.0/
- dc.title LimTox: A web tool for applied text mining of adverse event and toxicity associations of compounds, drugs and genesca
- dc.type info:eu-repo/semantics/article
- dc.type.version info:eu-repo/semantics/publishedVersion