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PMID: 23650583 Published · epublish English Journal Article

GeneSetDB: A comprehensive meta-database, statistical and visualisation framework for gene set analysis.

FEBS open bio ·Vol. 2 ·2012-00-00 ·Pages 76-82

Araki H, Knapp C, Tsai P, Print C

Abstract

Most "omics" experiments require comprehensive interpretation of the biological meaning of gene lists. To address this requirement, a number of gene set analysis (GSA) tools have been developed. Although the biological value of GSA is strictly limited by the breadth of the gene sets used, very few methods exist for simultaneously analysing multiple publically available gene set databases. Therefore, we constructed GeneSetDB (http://genesetdb.auckland.ac.nz/haeremai.html), a comprehensive meta-database, which integrates 26 public databases containing diverse biological information with a particular focus on human disease and pharmacology. GeneSetDB enables users to search for gene sets containing a gene identifier or keyword, generate their own gene sets, or statistically test for enrichment of an uploaded gene list across all gene sets, and visualise gene set enrichment and overlap using a clustered heat map.

Keywords
Database Enrichment analysis Functional genomics GSA gene set analysis Gene set
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Araki Hiromitsu
Department of Molecular Medicine & Pathology, School of Medical Sciences, Faculty of Medical and Health Sciences, The University of Auckland, Private Bag 92019, Auckland, New Zealand.
Knapp Christoph
Tsai Peter
Print Cristin
References (46)
46 references, click to expand
  1. Endothelial cells preparing to die by apoptosis initiate a program of transcriptome and glycome regulation.
    FASEB J. 2004 Jan;18(1):188-90 PMID: 14630703
  2. Event ontology: a pathway-centric ontology for biological processes.
    Pac Symp Biocomput. 2006;:152-63 PMID: 17094236
  3. SMPDB: The Small Molecule Pathway Database.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D480-7 PMID: 19948758
  4. ConceptGen: a gene set enrichment and gene set relation mapping tool.
    Bioinformatics. 2010 Feb 15;26(4):456-63 PMID: 20007254
  5. STITCH 2: an interaction network database for small molecules and proteins.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D552-6 PMID: 19897548
  6. Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists.
    Nucleic Acids Res. 2009 Jan;37(1):1-13 PMID: 19033363
  7. COXPRESdb: a database to compare gene coexpression in seven model animals.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D1016-22 PMID: 21081562
  8. The effects of vinblastine on endothelial cells.
    Endothelium. 2008 Jan-Feb;15(1):9-15 PMID: 18568941
  9. Coexpression analysis of human genes across many microarray data sets.
    Genome Res. 2004 Jun;14(6):1085-94 PMID: 15173114
  10. The Human Phenotype Ontology: a tool for annotating and analyzing human hereditary disease.
    Am J Hum Genet. 2008 Nov;83(5):610-5 PMID: 18950739
  11. NetPath: a public resource of curated signal transduction pathways.
    Genome Biol. 2010 Jan 12;11(1):R3 PMID: 20067622
  12. Computational prediction of human metabolic pathways from the complete human genome.
    Genome Biol. 2005;6(1):R2 PMID: 15642094
  13. A novel strategy to search conserved transcription factor binding sites among coexpressing genes in human.
    Genome Inform. 2008;20:212-21 PMID: 19425135
  14. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.
    Nat Protoc. 2009;4(1):44-57 PMID: 19131956
  15. Rank of correlation coefficient as a comparable measure for biological significance of gene coexpression.
    DNA Res. 2009 Oct;16(5):249-60 PMID: 19767600
  16. Molecular signatures database (MSigDB) 3.0.
    Bioinformatics. 2011 Jun 15;27(12):1739-40 PMID: 21546393
  17. Bioinformatic analysis of primary endothelial cell gene array data illustrated by the analysis of transcriptome changes in endothelial cells exposed to VEGF-A and PlGF.
    Angiogenesis. 2004;7(2):143-56 PMID: 15516835
  18. MethCancerDB--aberrant DNA methylation in human cancer.
    Br J Cancer. 2008 Feb 26;98(4):816-7 PMID: 18253128
  19. The Edinburgh human metabolic network reconstruction and its functional analysis.
    Mol Syst Biol. 2007;3:135 PMID: 17882155
  20. GATHER: a systems approach to interpreting genomic signatures.
    Bioinformatics. 2006 Dec 1;22(23):2926-33 PMID: 17000751
  21. Transcription factor regulation can be accurately predicted from the presence of target gene signatures in microarray gene expression data.
    Nucleic Acids Res. 2010 Jun;38(11):e120 PMID: 20215436
  22. Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.
    Nat Genet. 2000 May;25(1):25-9 PMID: 10802651
  23. KEGG for representation and analysis of molecular networks involving diseases and drugs.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D355-60 PMID: 19880382
  24. MethyCancer: the database of human DNA methylation and cancer.
    Nucleic Acids Res. 2008 Jan;36(Database issue):D836-41 PMID: 17890243
  25. Reactome: a database of reactions, pathways and biological processes.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D691-7 PMID: 21067998
  26. WikiPathways: pathway editing for the people.
    PLoS Biol. 2008 Jul 22;6(7):e184 PMID: 18651794
  27. T3DB: a comprehensively annotated database of common toxins and their targets.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D781-6 PMID: 19897546
  28. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.
    Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50 PMID: 16199517
  29. The Comparative Toxicogenomics Database: update 2011.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D1067-72 PMID: 20864448
  30. GeneSigDB--a curated database of gene expression signatures.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D716-25 PMID: 19934259
  31. PID: the Pathway Interaction Database.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D674-9 PMID: 18832364
  32. A genomic approach to human autoimmune diseases.
    Annu Rev Immunol. 2010;28:535-71 PMID: 20192809
  33. The Gene Set Builder: collation, curation, and distribution of sets of genes.
    BMC Bioinformatics. 2005 Dec 21;6:305 PMID: 16371163
  34. CancerGenes: a gene selection resource for cancer genome projects.
    Nucleic Acids Res. 2007 Jan;35(Database issue):D721-6 PMID: 17088289
  35. SuperTarget and Matador: resources for exploring drug-target relationships.
    Nucleic Acids Res. 2008 Jan;36(Database issue):D919-22 PMID: 17942422
  36. miRTarBase: a database curates experimentally validated microRNA-target interactions.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D163-9 PMID: 21071411
  37. Microarray-based gene set analysis: a comparison of current methods.
    BMC Bioinformatics. 2008 Nov 27;9:502 PMID: 19038052
  38. A side effect resource to capture phenotypic effects of drugs.
    Mol Syst Biol. 2010;6:343 PMID: 20087340
  39. The mammalian phenotype ontology: enabling robust annotation and comparative analysis.
    Wiley Interdiscip Rev Syst Biol Med. 2009 Nov-Dec;1(3):390-399 PMID: 20052305
  40. Apoptotic signaling induced by immunomodulatory thalidomide analogs in human multiple myeloma cells: therapeutic implications.
    Blood. 2002 Jun 15;99(12):4525-30 PMID: 12036884
  41. WhichGenes: a web-based tool for gathering, building, storing and exporting gene sets with application in gene set enrichment analysis.
    Nucleic Acids Res. 2009 Jul;37(Web Server issue):W329-34 PMID: 19406925
  42. DrugBank 3.0: a comprehensive resource for 'omics' research on drugs.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D1035-41 PMID: 21059682
  43. Leukocyte gene expression signatures in antineutrophil cytoplasmic autoantibody and lupus glomerulonephritis.
    Kidney Int. 2007 Oct;72(7):853-64 PMID: 17667990
  44. A gene-coexpression network for global discovery of conserved genetic modules.
    Science. 2003 Oct 10;302(5643):249-55 PMID: 12934013
  45. BioMart and Bioconductor: a powerful link between biological databases and microarray data analysis.
    Bioinformatics. 2005 Aug 15;21(16):3439-40 PMID: 16082012
  46. miRBase: integrating microRNA annotation and deep-sequencing data.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D152-7 PMID: 21037258
Article Info
Journal
FEBS open bio
Abbr.
FEBS Open Bio
ISSN
2211-5463
Published
2012-00-00
Epub
2012-00-17
Pages
76-82
Language
English
Region
England
NLM ID
101580716
PMCID
PMC3642118
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