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Construct and Compare Gene Coexpression Networks with DAPfinder and DAPview

BACKGROUND: DAPfinder and DAPview are novel BRB-ArrayTools plug-ins to construct gene coexpression networks and identify significant differences in pairwise gene-gene coexpression between two phenotypes. RESULTS: Each significant difference in gene-gene association represents a Differentially Associ...

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Detalles Bibliográficos
Autores principales: Skinner, Jeff, Kotliarov, Yuri, Varma, Sudhir, Mine, Karina L, Yambartsev, Anatoly, Simon, Richard, Huyen, Yentram, Morgun, Andrey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3149583/
https://www.ncbi.nlm.nih.gov/pubmed/21756334
http://dx.doi.org/10.1186/1471-2105-12-286
Descripción
Sumario:BACKGROUND: DAPfinder and DAPview are novel BRB-ArrayTools plug-ins to construct gene coexpression networks and identify significant differences in pairwise gene-gene coexpression between two phenotypes. RESULTS: Each significant difference in gene-gene association represents a Differentially Associated Pair (DAP). Our tools include several choices of filtering methods, gene-gene association metrics, statistical testing methods and multiple comparison adjustments. Network results are easily displayed in Cytoscape. Analyses of glioma experiments and microarray simulations demonstrate the utility of these tools. CONCLUSIONS: DAPfinder is a new friendly-user tool for reconstruction and comparison of biological networks.