Literature DB >> 22070195

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

Adriano Barbosa-Silva1, Jean-Fred Fontaine, Elisa R Donnard, Fernanda Stussi, J Miguel Ortega, Miguel A Andrade-Navarro.   

Abstract

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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Year:  2011        PMID: 22070195      PMCID: PMC3228910          DOI: 10.1186/1471-2105-12-435

Source DB:  PubMed          Journal:  BMC Bioinformatics        ISSN: 1471-2105            Impact factor:   3.307


  38 in total

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5.  Regulation of AKT1 expression by beta-catenin/Tcf/Lef signaling in colorectal cancer cells.

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Journal:  Carcinogenesis       Date:  2005-05-11       Impact factor: 4.944

6.  The amyloid precursor protein locus and very-late-onset Alzheimer disease.

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7.  Discovering semantic features in the literature: a foundation for building functional associations.

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10.  Mechanisms of hybrid oligomer formation in the pathogenesis of combined Alzheimer's and Parkinson's diseases.

Authors:  Igor F Tsigelny; Leslie Crews; Paula Desplats; Gideon M Shaked; Yuriy Sharikov; Hideya Mizuno; Brian Spencer; Edward Rockenstein; Margarita Trejo; Oleksandr Platoshyn; Jason X-J Yuan; Eliezer Masliah
Journal:  PLoS One       Date:  2008-09-04       Impact factor: 3.240

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  16 in total

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2.  Adding protein context to the human protein-protein interaction network to reveal meaningful interactions.

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Journal:  PLoS Comput Biol       Date:  2013-01-03       Impact factor: 4.475

3.  Mapping molecular association networks of nervous system diseases via large-scale analysis of published research.

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Journal:  PLoS One       Date:  2013-06-25       Impact factor: 3.240

4.  Preimplantation development regulatory pathway construction through a text-mining approach.

Authors:  Elisa Donnard; Adriano Barbosa-Silva; Rafael L M Guedes; Gabriel R Fernandes; Henrique Velloso; Matthew J Kohn; Miguel A Andrade-Navarro; J Miguel Ortega
Journal:  BMC Genomics       Date:  2011-12-22       Impact factor: 3.969

5.  Text Mining for Protein Docking.

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Journal:  PLoS Comput Biol       Date:  2015-12-09       Impact factor: 4.475

6.  Networks Models of Actin Dynamics during Spermatozoa Postejaculatory Life: A Comparison among Human-Made and Text Mining-Based Models.

Authors:  Nicola Bernabò; Alessandra Ordinelli; Marina Ramal Sanchez; Mauro Mattioli; Barbara Barboni
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Review 7.  Text Mining in Biomedical Domain with Emphasis on Document Clustering.

Authors:  Vinaitheerthan Renganathan
Journal:  Healthc Inform Res       Date:  2017-07-31

8.  DigSee: Disease gene search engine with evidence sentences (version cancer).

Authors:  Jeongkyun Kim; Seongeun So; Hee-Jin Lee; Jong C Park; Jung-Jae Kim; Hyunju Lee
Journal:  Nucleic Acids Res       Date:  2013-06-12       Impact factor: 16.971

9.  Systems biology elucidates common pathogenic mechanisms between nonalcoholic and alcoholic-fatty liver disease.

Authors:  Silvia Sookoian; Carlos J Pirola
Journal:  PLoS One       Date:  2013-03-13       Impact factor: 3.240

10.  SpermatogenesisOnline 1.0: a resource for spermatogenesis based on manual literature curation and genome-wide data mining.

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Journal:  Nucleic Acids Res       Date:  2012-11-28       Impact factor: 16.971

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