Literature DB >> 16172098

Dragon Plant Biology Explorer. A text-mining tool for integrating associations between genetic and biochemical entities with genome annotation and biochemical terms lists.

Vladimir B Bajic1, Merlin Veronika, Pardha Sarathi Veladandi, Archana Meka, Mok-Wei Heng, Kanagasabai Rajaraman, Hong Pan, Sanjay Swarup.   

Abstract

We introduce a tool for text mining, Dragon Plant Biology Explorer (DPBE) that integrates information on Arabidopsis (Arabidopsis thaliana) genes with their functions, based on gene ontologies and biochemical entity vocabularies, and presents the associations as interactive networks. The associations are based on (1) user-provided PubMed abstracts; (2) a list of Arabidopsis genes compiled by The Arabidopsis Information Resource; (3) user-defined combinations of four vocabulary lists based on the ones developed by the general, plant, and Arabidopsis GO consortia; and (4) three lists developed here based on metabolic pathways, enzymes, and metabolites derived from AraCyc, BRENDA, and other metabolism databases. We demonstrate how various combinations can be applied to fields of (1) gene function and gene interaction analyses, (2) plant development, (3) biochemistry and metabolism, and (4) pharmacology of bioactive compounds. Furthermore, we show the suitability of DPBE for systems approaches by integration with "omics" platform outputs. Using a list of abiotic stress-related genes identified by microarray experiments, we show how this tool can be used to rapidly build an information base on the previously reported relationships. This tool complements the existing biological resources for systems biology by identifying potentially novel associations using text analysis between cellular entities based on genome annotation terms. Thus, it allows researchers to efficiently summarize existing information for a group of genes or pathways, so as to make better informed choices for designing validation experiments. Last, DPBE can be helpful for beginning researchers and graduate students to summarize vast information in an unfamiliar area. DPBE is freely available for academic and nonprofit users at http://research.i2r.a-star.edu.sg/DRAGON/ME2/.

Entities:  

Mesh:

Substances:

Year:  2005        PMID: 16172098      PMCID: PMC1183383          DOI: 10.1104/pp.105.060863

Source DB:  PubMed          Journal:  Plant Physiol        ISSN: 0032-0889            Impact factor:   8.340


  32 in total

1.  KEGG: kyoto encyclopedia of genes and genomes.

Authors:  M Kanehisa; S Goto
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

2.  Use of keyword hierarchies to interpret gene expression patterns.

Authors:  D R Masys; J B Welsh; J Lynn Fink; M Gribskov; I Klacansky; J Corbeil
Journal:  Bioinformatics       Date:  2001-04       Impact factor: 6.937

3.  A literature network of human genes for high-throughput analysis of gene expression.

Authors:  T K Jenssen; A Laegreid; J Komorowski; E Hovig
Journal:  Nat Genet       Date:  2001-05       Impact factor: 38.330

4.  MedMiner: an Internet text-mining tool for biomedical information, with application to gene expression profiling.

Authors:  L Tanabe; U Scherf; L H Smith; J K Lee; L Hunter; J N Weinstein
Journal:  Biotechniques       Date:  1999-12       Impact factor: 1.993

5.  The potential use of SUISEKI as a protein interaction discovery tool.

Authors:  C Blaschke; A Valencia
Journal:  Genome Inform       Date:  2001

6.  A gene expression map for Caenorhabditis elegans.

Authors:  S K Kim; J Lund; M Kiraly; K Duke; M Jiang; J M Stuart; A Eizinger; B N Wylie; G S Davidson
Journal:  Science       Date:  2001-09-14       Impact factor: 47.728

7.  Automatic extraction of keywords from scientific text: application to the knowledge domain of protein families.

Authors:  M A Andrade; A Valencia
Journal:  Bioinformatics       Date:  1998       Impact factor: 6.937

Review 8.  Automated extraction of information in molecular biology.

Authors:  M A Andrade; P Bork
Journal:  FEBS Lett       Date:  2000-06-30       Impact factor: 4.124

9.  Analysis of the genome sequence of the flowering plant Arabidopsis thaliana.

Authors: 
Journal:  Nature       Date:  2000-12-14       Impact factor: 49.962

10.  Textpresso: an ontology-based information retrieval and extraction system for biological literature.

Authors:  Hans-Michael Müller; Eimear E Kenny; Paul W Sternberg
Journal:  PLoS Biol       Date:  2004-09-21       Impact factor: 8.029

View more
  17 in total

Review 1.  Metabolomics and its role in understanding cellular responses in plants.

Authors:  Ritu Bhalla; Kothandaraman Narasimhan; Sanjay Swarup
Journal:  Plant Cell Rep       Date:  2005-11-16       Impact factor: 4.570

2.  DES-Mutation: System for Exploring Links of Mutations and Diseases.

Authors:  Vasiliki Kordopati; Adil Salhi; Rozaimi Razali; Aleksandar Radovanovic; Faroug Tifratene; Mahmut Uludag; Yu Li; Ameerah Bokhari; Ahdab AlSaieedi; Arwa Bin Raies; Christophe Van Neste; Magbubah Essack; Vladimir B Bajic
Journal:  Sci Rep       Date:  2018-09-06       Impact factor: 4.379

3.  Computational analysis of candidate disease genes and variants for salt-sensitive hypertension in indigenous Southern Africans.

Authors:  Nicki Tiffin; Ayton Meintjes; Rajkumar Ramesar; Vladimir B Bajic; Brian Rayner
Journal:  PLoS One       Date:  2010-09-27       Impact factor: 3.240

4.  Dragon exploration system on marine sponge compounds interactions.

Authors:  Sunil Sagar; Mandeep Kaur; Aleksandar Radovanovic; Vladimir B Bajic
Journal:  J Cheminform       Date:  2013-02-16       Impact factor: 5.514

5.  DDPC: Dragon Database of Genes associated with Prostate Cancer.

Authors:  Monique Maqungo; Mandeep Kaur; Samuel K Kwofie; Aleksandar Radovanovic; Ulf Schaefer; Sebastian Schmeier; Ekow Oppon; Alan Christoffels; Vladimir B Bajic
Journal:  Nucleic Acids Res       Date:  2010-09-29       Impact factor: 16.971

6.  Database for exploration of functional context of genes implicated in ovarian cancer.

Authors:  Mandeep Kaur; Aleksandar Radovanovic; Magbubah Essack; Ulf Schaefer; Monique Maqungo; Tracey Kibler; Sebastian Schmeier; Alan Christoffels; Kothandaraman Narasimhan; Mahesh Choolani; Vladimir B Bajic
Journal:  Nucleic Acids Res       Date:  2008-09-12       Impact factor: 16.971

7.  PLAN2L: a web tool for integrated text mining and literature-based bioentity relation extraction.

Authors:  Martin Krallinger; Carlos Rodriguez-Penagos; Ashish Tendulkar; Alfonso Valencia
Journal:  Nucleic Acids Res       Date:  2009-06-11       Impact factor: 16.971

8.  DDEC: Dragon database of genes implicated in esophageal cancer.

Authors:  Magbubah Essack; Aleksandar Radovanovic; Ulf Schaefer; Sebastian Schmeier; Sundararajan V Seshadri; Alan Christoffels; Mandeep Kaur; Vladimir B Bajic
Journal:  BMC Cancer       Date:  2009-07-06       Impact factor: 4.430

9.  PMRD: a curated database for genes and mutants involved in plant male reproduction.

Authors:  Xiao Cui; Qiudao Wang; Wenzhe Yin; Huayong Xu; Zoe A Wilson; Chaochun Wei; Shenyuan Pan; Dabing Zhang
Journal:  BMC Plant Biol       Date:  2012-11-15       Impact factor: 4.215

10.  HOCOMOCO: a comprehensive collection of human transcription factor binding sites models.

Authors:  Ivan V Kulakovskiy; Yulia A Medvedeva; Ulf Schaefer; Artem S Kasianov; Ilya E Vorontsov; Vladimir B Bajic; Vsevolod J Makeev
Journal:  Nucleic Acids Res       Date:  2012-11-21       Impact factor: 16.971

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.