Statistical analysis of fitness data determined by TAG hybridization on microarrays

Chemical genetic and chemogenomic analysis in yeast

Chemogenomics is the systematic genome-wide study of the cellular response to small molecule agents. Modern high-throughput genetic techniques allow massively parallel examination of the genetic effects of such biologically active small molecules (BASM). Here we present methodology for the identification and characterization of potentially bioactive compounds using the budding yeast Saccharomyces cerevisiae as a model organism. First, we present a method for screening libraries of compounds for growth inhibition in solid or liquid phase, followed by techniques for potency determination using a half-log dose response. Then the Deletion Mutant Array (DMA), a genome-wide library of single gene deletion strains, is used to probe the chemical genetic interactions of individual BASMs on genetic networks-a process that can be achieved with a solid phase pinning assay or a pooled liquid assay utilizing barcode microarray techniques. Finally, we offer some considerations for optimizing these protocols.

Exploring the mode of action of antimicrobial peptide MUC7 12-mer by fitness profiling of Saccharomyces cerevisiae genomewide mutant collection

The MUC7 12-mer (RKSYKCLHKRCR) is a cationic antimicrobial peptide derived from the human salivary mucin MUC7. To study its effect/mechanism of action on fungi, we performed a fitness screen of a tagged, diploid, homozygous gene deletion mutant pool of the yeast Saccharomyces cerevisiae grown in the presence of the MUC7 peptide. Forty-five strains exhibiting reduced fitness and 13 strains exhibiting increased fitness (sensitivity or resistance, respectively) were identified by hybridization intensities to tag arrays. The strongest fitness defects were observed with deletions in genes encoding elements of the RIM101 signaling pathway (regulating response to alkaline and neutral pH and other environmental conditions) and of the endosomal sorting complex required for transport (ESCRT; functioning mainly in protein sorting for degradation, but also required for activation of the RIM101 pathway). Other deletions identified as conferring fitness defect or gain are in genes associated with a variety of functions, including transcription regulation, protein trafficking, transport, metabolism, and others. The results of the pool fitness screen were validated by a set of mutant strains tested individually in the presence of the MUC7 12-mer. All tested RIM101-related deletion strains showing fitness defects confirmed their sensitivities. Taken together, the results led us to conclude that deletions of genes associated with the RIM101 pathway confer sensitivity to the peptide by preventing activation of this pathway and that this stress response plays a major role in the protection of S. cerevisiae against damage inflicted by the MUC7 12-mer peptide.