BACKGROUND: Functional annotation of differentially expressed genes is a necessary and critical step in the analysis of microarray data. The distributed nature of biological knowledge frequently requires researchers to navigate through numerous web-accessible databases gathering information one gene at a time. A more judicious approach is to provide query-based access to an integrated database that disseminates biologically rich information across large datasets and displays graphic summaries of functional information. RESULTS: Database for Annotation, Visualization, and Integrated Discovery (DAVID; http://www.david.niaid.nih.gov) addresses this need via four web-based analysis modules: 1) Annotation Tool - rapidly appends descriptive data from several public databases to lists of genes; 2) GoCharts - assigns genes to Gene Ontology functional categories based on user selected classifications and term specificity level; 3) KeggCharts - assigns genes to KEGG metabolic processes and enables users to view genes in the context of biochemical pathway maps; and 4) DomainCharts - groups genes according to PFAM conserved protein domains. CONCLUSIONS: Analysis results and graphical displays remain dynamically linked to primary data and external data repositories, thereby furnishing in-depth as well as broad-based data coverage. The functionality provided by DAVID accelerates the analysis of genome-scale datasets by facilitating the transition from data collection to biological meaning.
BACKGROUND: Functional annotation of differentially expressed genes is a necessary and critical step in the analysis of microarray data. The distributed nature of biological knowledge frequently requires researchers to navigate through numerous web-accessible databases gathering information one gene at a time. A more judicious approach is to provide query-based access to an integrated database that disseminates biologically rich information across large datasets and displays graphic summaries of functional information. RESULTS: Database for Annotation, Visualization, and Integrated Discovery (DAVID; http://www.david.niaid.nih.gov) addresses this need via four web-based analysis modules: 1) Annotation Tool - rapidly appends descriptive data from several public databases to lists of genes; 2) GoCharts - assigns genes to Gene Ontology functional categories based on user selected classifications and term specificity level; 3) KeggCharts - assigns genes to KEGG metabolic processes and enables users to view genes in the context of biochemical pathway maps; and 4) DomainCharts - groups genes according to PFAM conserved protein domains. CONCLUSIONS: Analysis results and graphical displays remain dynamically linked to primary data and external data repositories, thereby furnishing in-depth as well as broad-based data coverage. The functionality provided by DAVID accelerates the analysis of genome-scale datasets by facilitating the transition from data collection to biological meaning.
Authors: M C Costanzo; M E Crawford; J E Hirschman; J E Kranz; P Olsen; L S Robertson; M S Skrzypek; B R Braun; K L Hopkins; P Kondu; C Lengieza; J E Lew-Smith; M Tillberg; J I Garrels Journal: Nucleic Acids Res Date: 2001-01-01 Impact factor: 16.971
Authors: M Ashburner; C A Ball; J A Blake; D Botstein; H Butler; J M Cherry; A P Davis; K Dolinski; S S Dwight; J T Eppig; M A Harris; D P Hill; L Issel-Tarver; A Kasarskis; S Lewis; J C Matese; J E Richardson; M Ringwald; G M Rubin; G Sherlock Journal: Nat Genet Date: 2000-05 Impact factor: 38.330
Authors: T Hubbard; D Barker; E Birney; G Cameron; Y Chen; L Clark; T Cox; J Cuff; V Curwen; T Down; R Durbin; E Eyras; J Gilbert; M Hammond; L Huminiecki; A Kasprzyk; H Lehvaslaiho; P Lijnzaad; C Melsopp; E Mongin; R Pettett; M Pocock; S Potter; A Rust; E Schmidt; S Searle; G Slater; J Smith; W Spooner; A Stabenau; J Stalker; E Stupka; A Ureta-Vidal; I Vastrik; M Clamp Journal: Nucleic Acids Res Date: 2002-01-01 Impact factor: 16.971
Authors: Cathy H Wu; Hongzhan Huang; Leslie Arminski; Jorge Castro-Alvear; Yongxing Chen; Zhang-Zhi Hu; Robert S Ledley; Kali C Lewis; Hans-Werner Mewes; Bruce C Orcutt; Baris E Suzek; Akira Tsugita; C R Vinayaka; Lai-Su L Yeh; Jian Zhang; Winona C Barker Journal: Nucleic Acids Res Date: 2002-01-01 Impact factor: 16.971
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Authors: Guoying Liu; Ann E Loraine; Ron Shigeta; Melissa Cline; Jill Cheng; Venu Valmeekam; Shaw Sun; David Kulp; Michael A Siani-Rose Journal: Nucleic Acids Res Date: 2003-01-01 Impact factor: 16.971
Authors: D L Wheeler; C Chappey; A E Lash; D D Leipe; T L Madden; G D Schuler; T A Tatusova; B A Rapp Journal: Nucleic Acids Res Date: 2000-01-01 Impact factor: 16.971
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Authors: Elizabeth Spiteri; Genevieve Konopka; Giovanni Coppola; Jamee Bomar; Michael Oldham; Jing Ou; Sonja C Vernes; Simon E Fisher; Bing Ren; Daniel H Geschwind Journal: Am J Hum Genet Date: 2007-10-31 Impact factor: 11.025
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Authors: Spencer C Payne; Joseph K Han; Phillip Huyett; Julie Negri; Elizabeth Z Kropf; Larry Borish; John W Steinke Journal: Am J Rhinol Date: 2008 Nov-Dec
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Authors: Xiaoman Xu; Jaana Mannik; Elena Kudryavtseva; Kevin K Lin; Lisa A Flanagan; Joel Spencer; Amelia Soto; Ning Wang; Zhongxian Lu; Zhengquan Yu; Edwin S Monuki; Bogi Andersen Journal: Dev Biol Date: 2007-10-05 Impact factor: 3.582