#acl All:read DanieleMerico:write,delete,revert = Pathway Analysis Readings = == Lectures == * '''Introduction to R Programming''' * [[attachment:MicroarrayAnalysis_Rprog_L1.ppt]] * [[attachment:MicroarrayAnalysis_Rprog_L2.ppt]] * [[attachment:MicroarrayAnalysis_Rprog_L3.ppt]] * '''Affymetrix Microarray Analysis using R Programming''' * [[attachment:MicroarrayAnalysis_Rprog_L4.ppt]] * [[attachment:MicroarrayAnalysis_Rprog_L5.ppt]] * '''Gene-set Enrichment Analysis''' * [[attachment:OBI_EnrPathwAnalysis.ppt]] == Readings == * '''R Programming''' * '''Microarray Analysis''' * __General Reviews__ * ''Microarray data analysis: from disarray to consolidation and consensus.''<
> Allison DB, Cui X, Page GP, Sabripour M.<
> Nat Rev Genet. 2006 Jan;7(1):55-65. Review. Erratum in: Nat Rev Genet. 2006 May;7(5):406.<
> http://www.ncbi.nlm.nih.gov/pubmed/16369572 * ''Computational analysis of microarray data.''<
> Quackenbush J.<
> Nat Rev Genet. 2001 Jun;2(6):418-27. <
> http://www.ncbi.nlm.nih.gov/pubmed/11389458 * '''Gene-set Enrichment Analysis''' * __Reviews on Methods and Tools__ * ''Gene-set approach for expression pattern analysis.''<
> Nam D, Kim SY.<
> Brief Bioinform. 2008 May;9(3):189-97.<
> http://www.ncbi.nlm.nih.gov/pubmed/18202032 * ''Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists.''<
> Huang da W, Sherman BT, Lempicki RA.<
> Nucleic Acids Res. 2009 Jan;37(1):1-13.<
> http://www.ncbi.nlm.nih.gov/pubmed/19033363 * __GSEA__ * ''Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.''<
> Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, Paulovich A, Pomeroy SL, Golub TR, Lander ES, Mesirov JP.<
> Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50.<
> http://www.ncbi.nlm.nih.gov/pubmed/16199517 * __Enrichment Visualization__ * ''Enrichment map: a network-based method for gene-set enrichment visualization and interpretation.''<
> Merico D, Isserlin R, Stueker O, Emili A, Bader GD.<
> PLoS One. 2010 Nov 15;5(11):e13984.<
> http://www.ncbi.nlm.nih.gov/pubmed/21085593 * '''Pathway Analysis and Visualization''' * '''Network Analysis and Visualization''' * __Cytoscape__ * ''Integration of biological networks and gene expression data using Cytoscape.''<
> Cline MS et al.<
> Nat Protoc. 2007;2(10):2366-82.<
> http://www.ncbi.nlm.nih.gov/pubmed/17947979