Home LiteratureArticle Details
PMID: 24122041 Published · ppublish English Journal Article

DGIdb: mining the druggable genome.

Nature methods ·Vol. 10 ·No. 12 ·2013-12-00 ·Pages 1209-10

Griffith M, Griffith OL, Coffman AC, Weible JV, McMichael JF, Spies NC, Koval J, Das I, Callaway MB, Eldred JM, Miller CA, Subramanian J, Govindan R, Kumar RD, Bose R, Ding L, Walker JR, Larson DE, Dooling DJ, Smith SM, Ley TJ, Mardis ER, Wilson RK

Abstract

The Drug-Gene Interaction database (DGIdb) mines existing resources that generate hypotheses about how mutated genes might be targeted therapeutically or prioritized for drug development. It provides an interface for searching lists of genes against a compendium of drug-gene interactions and potentially 'druggable' genes. DGIdb can be accessed at http://dgidb.org/.

MeSH Terms
Antineoplastic Agents/chemistry Breast Neoplasms/drug therapy,genetics Computational Biology/methods Data Mining/methods Databases, Genetic Drug Discovery/methods Drug Interactions Gene Expression Regulation/drug effects Genetic Variation Genome Genomics/methods Humans Lung Neoplasms/drug therapy,genetics Mutation Software Technology, Pharmaceutical/methods
Chemicals
Antineoplastic Agents
Authors & Affiliations
23 authors, click to expand affiliations / ORCID
Griffith Malachi ORCID
1] The Genome Institute, Washington University School of Medicine, St. Louis, Missouri, USA. [2] Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, USA. [3].
Griffith Obi L
Coffman Adam C
Weible James V
McMichael Josh F
Spies Nicholas C
Koval James
Das Indraniel
Callaway Matthew B
Eldred James M
Miller Christopher A
Subramanian Janakiraman
Govindan Ramaswamy
Kumar Runjun D
Bose Ron
Ding Li
Walker Jason R
Larson David E
Dooling David J
Smith Scott M
Ley Timothy J
Mardis Elaine R
Wilson Richard K
References (36)
36 references, click to expand
  1. Activating HER2 mutations in HER2 gene amplification negative breast cancer.
    Cancer Discov. 2013 Feb;3(2):224-37 PMID: 23220880
  2. Diverse somatic mutation patterns and pathway alterations in human cancers.
    Nature. 2010 Aug 12;466(7308):869-73 PMID: 20668451
  3. Sequence analysis of mutations and translocations across breast cancer subtypes.
    Nature. 2012 Jun 20;486(7403):405-9 PMID: 22722202
  4. T3DB: a comprehensively annotated database of common toxins and their targets.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D781-6 PMID: 19897546
  5. The druggable genome: an update.
    Drug Discov Today. 2005 Dec;10(23-24):1607-10 PMID: 16376820
  6. Molecular targeted agents and biologic therapies for lung cancer.
    J Thorac Oncol. 2011 Nov;6(11 Suppl 4):S1758-85 PMID: 22005529
  7. Genomics of Drug Sensitivity in Cancer (GDSC): a resource for therapeutic biomarker discovery in cancer cells.
    Nucleic Acids Res. 2013 Jan;41(Database issue):D955-61 PMID: 23180760
  8. PROMISCUOUS: a database for network-based drug-repositioning.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D1060-6 PMID: 21071407
  9. BindingDB: a web-accessible database of experimentally determined protein-ligand binding affinities.
    Nucleic Acids Res. 2007 Jan;35(Database issue):D198-201 PMID: 17145705
  10. From pharmacogenomic knowledge acquisition to clinical applications: the PharmGKB as a clinical pharmacogenomic biomarker resource.
    Biomark Med. 2011 Dec;5(6):795-806 PMID: 22103613
  11. DrugBank 3.0: a comprehensive resource for 'omics' research on drugs.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D1035-41 PMID: 21059682
  12. PDTD: a web-accessible protein database for drug target identification.
    BMC Bioinformatics. 2008 Feb 19;9:104 PMID: 18282303
  13. InterPro in 2011: new developments in the family and domain prediction database.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D306-12 PMID: 22096229
  14. The Connectivity Map: using gene-expression signatures to connect small molecules, genes, and disease.
    Science. 2006 Sep 29;313(5795):1929-35 PMID: 17008526
  15. The landscape of cancer genes and mutational processes in breast cancer.
    Nature. 2012 May 16;486(7403):400-4 PMID: 22722201
  16. Update of TTD: Therapeutic Target Database.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D787-91 PMID: 19933260
  17. PubChem's BioAssay Database.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D400-12 PMID: 22140110
  18. The protein kinase complement of the human genome.
    Science. 2002 Dec 6;298(5600):1912-34 PMID: 12471243
  19. The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity.
    Nature. 2012 Mar 28;483(7391):603-7 PMID: 22460905
  20. STITCH 3: zooming in on protein-chemical interactions.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D876-80 PMID: 22075997
  21. The Comparative Toxicogenomics Database: update 2013.
    Nucleic Acids Res. 2013 Jan;41(Database issue):D1104-14 PMID: 23093600
  22. Prioritizing Potentially Druggable Mutations with dGene: An Annotation Tool for Cancer Genome Sequencing Data.
    PLoS One. 2013 Jun 27;8(6):e67980 PMID: 23826350
  23. The promise of genomics to identify novel therapeutic targets.
    Expert Opin Ther Targets. 2004 Dec;8(6):587-96 PMID: 15584864
  24. SuperTarget goes quantitative: update on drug-target interactions.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D1113-7 PMID: 22067455
  25. Comprehensive molecular portraits of human breast tumours.
    Nature. 2012 Oct 4;490(7418):61-70 PMID: 23000897
  26. Entrez Gene: gene-centered information at NCBI.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D52-7 PMID: 21115458
  27. SuperCYP: a comprehensive database on Cytochrome P450 enzymes including a tool for analysis of CYP-drug interactions.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D237-43 PMID: 19934256
  28. Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.
    Nat Genet. 2000 May;25(1):25-9 PMID: 10802651
  29. Ensembl 2011.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D800-6 PMID: 21045057
  30. Trends in the exploitation of novel drug targets.
    Nat Rev Drug Discov. 2011 Aug 01;10(8):579-90 PMID: 21804595
  31. ChEMBL: a large-scale bioactivity database for drug discovery.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D1100-7 PMID: 21948594
  32. Large-scale prediction and testing of drug activity on side-effect targets.
    Nature. 2012 Jun 10;486(7403):361-7 PMID: 22722194
  33. The druggable genome.
    Nat Rev Drug Discov. 2002 Sep;1(9):727-30 PMID: 12209152
  34. The Pfam protein families database.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D290-301 PMID: 22127870
  35. The clonal and mutational evolution spectrum of primary triple-negative breast cancers.
    Nature. 2012 Apr 04;486(7403):395-9 PMID: 22495314
  36. A side effect resource to capture phenotypic effects of drugs.
    Mol Syst Biol. 2010;6:343 PMID: 20087340
Article Info
Journal
Nature methods
Abbr.
Nat Methods
ISSN
1548-7105
Published
2013-12-00
Epub
2013-00-13
Pages
1209-10
Language
English
Region
United States
NLM ID
101215604
PMCID
PMC3851581
Subset
IM
Grants
NCI NIH HHS · P01 CA101937 · United States
NHGRI NIH HHS · U54 HG003079 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]