Construction and application of a protein and genetic interaction network (yeast interactome).
Cytoscape is a bioinformatic data analysis and visualization platform that is well-suited to the analysis of gene expression data. To facilitate the analysis of yeast microarray data using Cytoscape, we constructed an interaction network (interactome) using the curated interaction data available from the Saccharomyces Genome Database (www.yeastgenome.org) and the database of yeast transcription factors at YEASTRACT (www.yeastract.com). These data were formatted and imported into Cytoscape using semi-automated methods, including Linux-based scripts, that simplified the process while minimizing the introduction of processing errors. The methods described for the construction of this yeast interactome are generally applicable to the construction of any interactome. Using Cytoscape, we illustrate the use of this interactome through the analysis of expression data from a recent yeast diauxic shift experiment. We also report and briefly describe the complex associations among transcription factors that result in the regulation of thousands of genes through coordinated changes in expression of dozens of transcription factors. These cells are thus able to sensitively regulate cellular metabolism in response to changes in genetic or environmental conditions through relatively small changes in the expression of large numbers of genes, affecting the entire yeast metabolome.
Stuart
Gregory R
GR
Laboratory of Molecular Genetics, National Institute of Environmental Health Sciences and Life Sciences Division, Research Triangle Park, NC 27709, USA.
Copeland
William C
WC
Strand
Micheline K
MK
D015966:Gene Expression Regulation, Fungal; D053263:Gene Regulatory Networks; D005990:Glycerol / Q000494:pharmacology; D012441:Saccharomyces cerevisiae / Q000187:drug effects / Q000235:genetics* / Q000378:metabolism; D029701:Saccharomyces cerevisiae Proteins / Q000235:genetics* / Q000378:metabolism; D012984:Software; D014157:Transcription Factors / Q000378:metabolism
D029701:Saccharomyces cerevisiae Proteins; D014157:Transcription Factors; D005990:Glycerol