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1.
PLoS Genet ; 6(12): e1001227, 2010 Dec 02.
Article in English | MEDLINE | ID: mdl-21151954

ABSTRACT

In eukaryotic chromosomes, DNA replication initiates at multiple origins. Large inter-origin gaps arise when several adjacent origins fail to fire. Little is known about how cells cope with this situation. We created a derivative of Saccharomyces cerevisiae chromosome III lacking all efficient origins, the 5ORIΔ-ΔR fragment, as a model for chromosomes with large inter-origin gaps. We used this construct in a modified synthetic genetic array screen to identify genes whose products facilitate replication of long inter-origin gaps. Genes identified are enriched in components of the DNA damage and replication stress signaling pathways. Mrc1p is activated by replication stress and mediates transduction of the replication stress signal to downstream proteins; however, the response-defective mrc1(AQ) allele did not affect 5ORIΔ-ΔR fragment maintenance, indicating that this pathway does not contribute to its stability. Deletions of genes encoding the DNA-damage-specific mediator, Rad9p, and several components shared between the two signaling pathways preferentially destabilized the 5ORIΔ-ΔR fragment, implicating the DNA damage response pathway in its maintenance. We found unexpected differences between contributions of components of the DNA damage response pathway to maintenance of ORIΔ chromosome derivatives and their contributions to DNA repair. Of the effector kinases encoded by RAD53 and CHK1, Chk1p appears to be more important in wild-type cells for reducing chromosomal instability caused by origin depletion, while Rad53p becomes important in the absence of Chk1p. In contrast, RAD53 plays a more important role than CHK1 in cell survival and replication fork stability following treatment with DNA damaging agents and hydroxyurea. Maintenance of ORIΔ chromosomes does not depend on homologous recombination. These observations suggest that a DNA-damage-independent mechanism enhances ORIΔ chromosome stability. Thus, components of the DNA damage response pathway contribute to genome stability, not simply by detecting and responding to DNA template damage, but also by facilitating replication of large inter-origin gaps.


Subject(s)
Chromosomal Instability , Chromosomes, Fungal/genetics , DNA Damage , Replication Origin , Saccharomyces cerevisiae/genetics , Chromosomes, Fungal/metabolism , DNA Replication , Protein Kinases/genetics , Protein Kinases/metabolism , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism
2.
Science ; 327(5964): 425-31, 2010 Jan 22.
Article in English | MEDLINE | ID: mdl-20093466

ABSTRACT

A genome-scale genetic interaction map was constructed by examining 5.4 million gene-gene pairs for synthetic genetic interactions, generating quantitative genetic interaction profiles for approximately 75% of all genes in the budding yeast, Saccharomyces cerevisiae. A network based on genetic interaction profiles reveals a functional map of the cell in which genes of similar biological processes cluster together in coherent subsets, and highly correlated profiles delineate specific pathways to define gene function. The global network identifies functional cross-connections between all bioprocesses, mapping a cellular wiring diagram of pleiotropy. Genetic interaction degree correlated with a number of different gene attributes, which may be informative about genetic network hubs in other organisms. We also demonstrate that extensive and unbiased mapping of the genetic landscape provides a key for interpretation of chemical-genetic interactions and drug target identification.


Subject(s)
Gene Regulatory Networks , Genome, Fungal , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Computational Biology , Gene Duplication , Gene Expression Regulation, Fungal , Genes, Fungal , Genetic Fitness , Metabolic Networks and Pathways , Mutation , Protein Interaction Mapping , Saccharomyces cerevisiae/physiology , Saccharomyces cerevisiae Proteins/genetics
3.
Nucleic Acids Res ; 37(1): 298-308, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19042972

ABSTRACT

A synthetic genetic array was used to identify lethal and slow-growth phenotypes produced when a mutation in TRM6, which encodes a tRNA modification enzyme subunit, was combined with the deletion of any non-essential gene in Saccharomyces cerevisiae. We found that deletion of the REX1 gene resulted in a slow-growth phenotype in the trm6-504 strain. Previously, REX1 was shown to be involved in processing the 3' ends of 5S rRNA and the dimeric tRNA(Arg)-tRNA(Asp). In this study, we have discovered a requirement for Rex1p in processing the 3' end of tRNA(i)(Met) precursors and show that precursor tRNA(i)(Met) accumulates in a trm6-504 rex1Delta strain. Loss of Rex1p results in polyadenylation of its substrates, including tRNA(i)(Met), suggesting that defects in 3' end processing can activate the nuclear surveillance pathway. Finally, purified Rex1p displays Mg(2+)-dependent ribonuclease activity in vitro, and the enzyme is inactivated by mutation of two highly conserved amino acids.


Subject(s)
Exoribonucleases/physiology , RNA 3' End Processing , RNA Precursors/metabolism , RNA, Transfer, Met/metabolism , Saccharomyces cerevisiae Proteins/physiology , Saccharomyces cerevisiae/genetics , Eukaryotic Initiation Factor-3/genetics , Exoribonucleases/genetics , Gene Deletion , Polyadenylation , RNA Precursors/chemistry , RNA, Ribosomal, 5S/chemistry , RNA, Ribosomal, 5S/metabolism , RNA, Transfer/chemistry , RNA, Transfer/metabolism , RNA, Transfer, Arg/chemistry , RNA, Transfer, Arg/metabolism , RNA, Transfer, Met/chemistry , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , tRNA Methyltransferases
4.
J Biol Chem ; 283(46): 31706-18, 2008 Nov 14.
Article in English | MEDLINE | ID: mdl-18775984

ABSTRACT

Trimethylguanosine synthase (Tgs1) is the enzyme that converts standard m(7)G caps to the 2,2,7-trimethylguanosine (TMG) caps characteristic of spliceosomal small nuclear RNAs. Fungi and mammalian somatic cells are able to grow in the absence of Tgs1 and TMG caps, suggesting that an essential function of the TMG cap might be obscured by functional redundancy. A systematic screen in budding yeast identified nonessential genes that, when deleted, caused synthetic growth defects with tgs1Delta. The Tgs1 interaction network embraced proteins implicated in small nuclear ribonucleoprotein function and spliceosome assembly, including Mud2, Nam8, Brr1, Lea1, Ist3, Isy1, Cwc21, and Bud13. Complementation of the synthetic lethality of mud2Delta tgs1Delta and nam8Delta tgs1Delta strains by wild-type TGS1, but not by catalytically defective mutants, indicated that the TMG cap is essential for mitotic growth when redundant splicing factors are missing. Our genetic analysis also highlighted synthetic interactions of Tgs1 with proteins implicated in RNA end processing and decay (Pat1, Lsm1, and Trf4) and regulation of polymerase II transcription (Rpn4, Spt3, Srb2, Soh1, Swr1, and Htz1). We find that the C-terminal domain of human Tgs1 can function in lieu of the yeast protein in vivo. We present a biochemical characterization of the human Tgs1 guanine-N2 methyltransferase reaction and identify individual amino acids required for methyltransferase activity in vitro and in vivo.


Subject(s)
Biochemical Phenomena , Guanosine/analogs & derivatives , Methyltransferases/metabolism , RNA Splicing/genetics , RNA/metabolism , Ribonucleoproteins, Small Nuclear/metabolism , Saccharomyces cerevisiae/enzymology , Amino Acid Sequence , Catalytic Domain , Gene Deletion , Genome, Fungal/genetics , Guanosine/metabolism , Guanosine Diphosphate/metabolism , Humans , Methyltransferases/chemistry , Methyltransferases/genetics , Models, Molecular , Molecular Sequence Data , Mutation/genetics , Phenotype , Protein Structure, Tertiary , RNA/genetics , Saccharomyces cerevisiae/genetics , Sequence Alignment , Sequence Homology, Amino Acid , Substrate Specificity
5.
Mol Biol Cell ; 19(11): 4785-803, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18753406

ABSTRACT

Synthetic genetic array analyses identify powerful genetic interactions between a thermosensitive allele (sec14-1(ts)) of the structural gene for the major yeast phosphatidylinositol transfer protein (SEC14) and a structural gene deletion allele (tlg2Delta) for the Tlg2 target membrane-soluble N-ethylmaleimide-sensitive factor attachment protein receptor. The data further demonstrate Sec14 is required for proper trans-Golgi network (TGN)/endosomal dynamics in yeast. Paradoxically, combinatorial depletion of Sec14 and Tlg2 activities elicits trafficking defects from the endoplasmic reticulum, and these defects are accompanied by compromise of the unfolded protein response (UPR). UPR failure occurs downstream of Hac1 mRNA splicing, and it is further accompanied by defects in TOR signaling. The data link TGN/endosomal dynamics with ceramide homeostasis, UPR activity, and TOR signaling in yeast, and they identify the Sit4 protein phosphatase as a primary conduit through which ceramides link to the UPR. We suggest combinatorial Sec14/Tlg2 dysfunction evokes inappropriate turnover of complex sphingolipids in endosomes. One result of this turnover is potentiation of ceramide-activated phosphatase-mediated down-regulation of the UPR. These results provide new insight into Sec14 function, and they emphasize the TGN/endosomal system as a central hub for homeostatic regulation in eukaryotes.


Subject(s)
Ceramides/metabolism , Endosomes/metabolism , Homeostasis , Protein Folding , Protein Serine-Threonine Kinases/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , trans-Golgi Network/metabolism , Cathepsin A/metabolism , Endoplasmic Reticulum/metabolism , Gene Expression Profiling , Genes, Fungal , Inositol/metabolism , Intracellular Membranes/metabolism , Intracellular Membranes/ultrastructure , Intracellular Space/metabolism , Mutation/genetics , Phospholipid Transfer Proteins/metabolism , Protein Transport , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/ultrastructure , Signal Transduction , Sphingolipids/metabolism , Stress, Physiological , Transcription, Genetic , trans-Golgi Network/ultrastructure
6.
PLoS Genet ; 4(7): e1000112, 2008 Jul 04.
Article in English | MEDLINE | ID: mdl-18604275

ABSTRACT

Transcriptional repression of ribosomal components and tRNAs is coordinately regulated in response to a wide variety of environmental stresses. Part of this response involves the convergence of different nutritional and stress signaling pathways on Maf1, a protein that is essential for repressing transcription by RNA polymerase (pol) III in Saccharomyces cerevisiae. Here we identify the functions buffering yeast cells that are unable to down-regulate transcription by RNA pol III. MAF1 genetic interactions identified in screens of non-essential gene-deletions and conditionally expressed essential genes reveal a highly interconnected network of 64 genes involved in ribosome biogenesis, RNA pol II transcription, tRNA modification, ubiquitin-dependent proteolysis and other processes. A survey of non-essential MAF1 synthetic sick/lethal (SSL) genes identified six gene-deletions that are defective in transcriptional repression of ribosomal protein (RP) genes following rapamycin treatment. This subset of MAF1 SSL genes included MED20 which encodes a head module subunit of the RNA pol II Mediator complex. Genetic interactions between MAF1 and subunits in each structural module of Mediator were investigated to examine the functional relationship between these transcriptional regulators. Gene expression profiling identified a prominent and highly selective role for Med20 in the repression of RP gene transcription under multiple conditions. In addition, attenuated repression of RP genes by rapamycin was observed in a strain deleted for the Mediator tail module subunit Med16. The data suggest that Mediator and Maf1 function in parallel pathways to negatively regulate RP mRNA and tRNA synthesis.


Subject(s)
Repressor Proteins/genetics , Ribosomal Proteins/genetics , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/physiology , Transcription Factors/genetics , Transcription Factors/physiology , Transcription, Genetic , Gene Expression Profiling , Gene Regulatory Networks , Mediator Complex , Protein Subunits/genetics , Protein Subunits/metabolism , RNA, Messenger/metabolism , RNA, Transfer/biosynthesis , Repressor Proteins/metabolism , Ribosomal Proteins/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Sirolimus/pharmacology , Transcription Factors/metabolism
7.
EMBO J ; 27(13): 1827-39, 2008 Jul 09.
Article in English | MEDLINE | ID: mdl-18511909

ABSTRACT

The eukaryotic cytosolic chaperonin containing TCP-1 (CCT) has an important function in maintaining cellular homoeostasis by assisting the folding of many proteins, including the cytoskeletal components actin and tubulin. Yet the nature of the proteins and cellular pathways dependent on CCT function has not been established globally. Here, we use proteomic and genomic approaches to define CCT interaction networks involving 136 proteins/genes that include links to the nuclear pore complex, chromatin remodelling, and protein degradation. Our study also identifies a third eukaryotic cytoskeletal system connected with CCT: the septin ring complex, which is essential for cytokinesis. CCT interactions with septins are ATP dependent, and disrupting the function of the chaperonin in yeast leads to loss of CCT-septin interaction and aberrant septin ring assembly. Our results therefore provide a rich framework for understanding the function of CCT in several essential cellular processes, including epigenetics and cell division.


Subject(s)
Chaperonins/metabolism , Proteomics , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Chaperonin Containing TCP-1 , Cytokinesis , Genomics , Multiprotein Complexes/metabolism , Saccharomyces cerevisiae/cytology
8.
J Cell Biol ; 180(3): 563-78, 2008 Feb 11.
Article in English | MEDLINE | ID: mdl-18268103

ABSTRACT

Hsp90 is a highly conserved molecular chaperone that is involved in modulating a multitude of cellular processes. In this study, we identify a function for the chaperone in RNA processing and maintenance. This functionality of Hsp90 involves two recently identified interactors of the chaperone: Tah1 and Pih1/Nop17. Tah1 is a small protein containing tetratricopeptide repeats, whereas Pih1 is found to be an unstable protein. Tah1 and Pih1 bind to the essential helicases Rvb1 and Rvb2 to form the R2TP complex, which we demonstrate is required for the correct accumulation of box C/D small nucleolar ribonucleoproteins. Together with the Tah1 cofactor, Hsp90 functions to stabilize Pih1. As a consequence, the chaperone is shown to affect box C/D accumulation and maintenance, especially under stress conditions. Hsp90 and R2TP proteins are also involved in the proper accumulation of box H/ACA small nucleolar RNAs.


Subject(s)
Gene Expression Regulation, Fungal/genetics , HSP90 Heat-Shock Proteins/metabolism , Molecular Chaperones/metabolism , Nuclear Proteins/metabolism , RNA, Small Nucleolar/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Adenosine Triphosphatases/genetics , Adenosine Triphosphatases/metabolism , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , DNA Helicases/genetics , DNA Helicases/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , HSP90 Heat-Shock Proteins/genetics , Macromolecular Substances/metabolism , Molecular Chaperones/genetics , Nuclear Proteins/genetics , Protein Folding , RNA Processing, Post-Transcriptional/genetics , RNA, Small Nucleolar/genetics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/ultrastructure , Saccharomyces cerevisiae Proteins/genetics , Transcription Factors
9.
Nat Genet ; 39(4): 486-95, 2007 Apr.
Article in English | MEDLINE | ID: mdl-17353896

ABSTRACT

The autosomal recessive disorder Shwachman-Diamond syndrome, characterized by bone marrow failure and leukemia predisposition, is caused by deficiency of the highly conserved Shwachman-Bodian-Diamond syndrome (SBDS) protein. Here, we identify the function of the yeast SBDS ortholog Sdo1, showing that it is critical for the release and recycling of the nucleolar shuttling factor Tif6 from pre-60S ribosomes, a key step in 60S maturation and translational activation of ribosomes. Using genome-wide synthetic genetic array mapping, we identified multiple TIF6 gain-of-function alleles that suppressed the pre-60S nuclear export defects and cytoplasmic mislocalization of Tif6 observed in sdo1Delta cells. Sdo1 appears to function within a pathway containing elongation factor-like 1, and together they control translational activation of ribosomes. Thus, our data link defective late 60S ribosomal subunit maturation to an inherited bone marrow failure syndrome associated with leukemia predisposition.


Subject(s)
Protein Biosynthesis/genetics , Ribosomes/metabolism , Saccharomyces cerevisiae Proteins/physiology , Saccharomyces cerevisiae/genetics , Carrier Proteins/genetics , GTP Phosphohydrolases/genetics , GTP Phosphohydrolases/physiology , Gene Deletion , Intermediate Filament Proteins/genetics , Models, Biological , Models, Molecular , Mutation , Organisms, Genetically Modified , Peptide Elongation Factors/genetics , Peptide Elongation Factors/physiology , Phosphoproteins/genetics , Protein Biosynthesis/drug effects , Protein Synthesis Inhibitors/pharmacology , Ribosomal Proteins , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae Proteins/genetics
10.
Cell ; 126(3): 611-25, 2006 Aug 11.
Article in English | MEDLINE | ID: mdl-16901791

ABSTRACT

Discovering target and off-target effects of specific compounds is critical to drug discovery and development. We generated a compendium of "chemical-genetic interaction" profiles by testing the collection of viable yeast haploid deletion mutants for hypersensitivity to 82 compounds and natural product extracts. To cluster compounds with a similar mode-of-action and to reveal insights into the cellular pathways and proteins affected, we applied both a hierarchical clustering and a factorgram method, which allows a gene or compound to be associated with more than one group. In particular, tamoxifen, a breast cancer therapeutic, was found to disrupt calcium homeostasis and phosphatidylserine (PS) was recognized as a target for papuamide B, a cytotoxic lipopeptide with anti-HIV activity. Further, the profile of crude extracts resembled that of its constituent purified natural product, enabling detailed classification of extract activity prior to purification. This compendium should serve as a valuable key for interpreting cellular effects of novel compounds with similar activities.


Subject(s)
Drug Evaluation, Preclinical/methods , Drug Resistance/genetics , Gene Expression Profiling/methods , Pharmaceutical Preparations/metabolism , Yeasts/drug effects , Yeasts/genetics , Antineoplastic Agents, Hormonal/pharmacology , Antiviral Agents/pharmacology , Cluster Analysis , Depsipeptides/pharmacology , Fungal Proteins/drug effects , Fungal Proteins/genetics , Fungal Proteins/metabolism , Molecular Structure , Mutation/drug effects , Mutation/genetics , Pharmaceutical Preparations/chemistry , Pharmaceutical Preparations/classification , Phosphatidylserines/metabolism , Signal Transduction/drug effects , Signal Transduction/genetics , Tamoxifen/pharmacology , Yeasts/metabolism
11.
Cell ; 124(1): 133-45, 2006 Jan 13.
Article in English | MEDLINE | ID: mdl-16413487

ABSTRACT

Many bacterial pathogens use the type III secretion system to inject "effector" proteins into host cells. Here, we report the identification of a 24 member effector protein family found in pathogens including Salmonella, Shigella, and enteropathogenic E. coli. Members of this family subvert host cell function by mimicking the signaling properties of Ras-like GTPases. The effector IpgB2 stimulates cellular responses analogous to GTP-active RhoA, whereas IpgB1 and Map function as the active forms of Rac1 and Cdc42, respectively. These effectors do not bind guanine nucleotides or have sequences corresponding the conserved GTPase domain, suggesting that they are functional but not structural mimics. However, several of these effectors harbor intracellular targeting sequences that contribute to their signaling specificities. The activities of IpgB2, IpgB1, and Map are dependent on an invariant WxxxE motif found in numerous effectors leading to the speculation that they all function by a similar molecular mechanism.


Subject(s)
Bacterial Proteins/physiology , Molecular Mimicry/physiology , Signal Transduction/physiology , rac1 GTP-Binding Protein/physiology , rho GTP-Binding Proteins/physiology , Amino Acid Motifs , Amino Acid Sequence , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Cell Line , Escherichia coli/classification , Escherichia coli/physiology , HeLa Cells , Humans , Mitogen-Activated Protein Kinases/physiology , Molecular Sequence Data , Saccharomyces cerevisiae , Saccharomyces cerevisiae Proteins , Salmonella typhi/physiology , Shigella flexneri/physiology , Two-Hybrid System Techniques , cdc42 GTP-Binding Protein/physiology , rac1 GTP-Binding Protein/genetics
12.
Nat Genet ; 37(10): 1147-52, 2005 Oct.
Article in English | MEDLINE | ID: mdl-16155567

ABSTRACT

The nature of synthetic genetic interactions involving essential genes (those required for viability) has not been previously examined in a broad and unbiased manner. We crossed yeast strains carrying promoter-replacement alleles for more than half of all essential yeast genes to a panel of 30 different mutants with defects in diverse cellular processes. The resulting genetic network is biased toward interactions between functionally related genes, enabling identification of a previously uncharacterized essential gene (PGA1) required for specific functions of the endoplasmic reticulum. But there are also many interactions between genes with dissimilar functions, suggesting that individual essential genes are required for buffering many cellular processes. The most notable feature of the essential synthetic genetic network is that it has an interaction density five times that of nonessential synthetic genetic networks, indicating that most yeast genetic interactions involve at least one essential gene.


Subject(s)
Gene Expression Regulation, Fungal , Genes, Fungal/physiology , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae/genetics , Genes, Essential/genetics , Genes, Essential/physiology , Genes, Fungal/genetics
13.
Science ; 303(5659): 808-13, 2004 Feb 06.
Article in English | MEDLINE | ID: mdl-14764870

ABSTRACT

A genetic interaction network containing approximately 1000 genes and approximately 4000 interactions was mapped by crossing mutations in 132 different query genes into a set of approximately 4700 viable gene yeast deletion mutants and scoring the double mutant progeny for fitness defects. Network connectivity was predictive of function because interactions often occurred among functionally related genes, and similar patterns of interactions tended to identify components of the same pathway. The genetic network exhibited dense local neighborhoods; therefore, the position of a gene on a partially mapped network is predictive of other genetic interactions. Because digenic interactions are common in yeast, similar networks may underlie the complex genetics associated with inherited phenotypes in other organisms.


Subject(s)
Genes, Fungal , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Amino Acid Sequence , Computational Biology , Cystic Fibrosis/genetics , Gene Deletion , Genes, Essential , Genetic Diseases, Inborn/genetics , Genotype , Humans , Molecular Sequence Data , Multifactorial Inheritance , Mutation , Phenotype , Polymorphism, Genetic , Retinitis Pigmentosa/genetics , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/genetics
14.
Nat Biotechnol ; 22(1): 62-9, 2004 Jan.
Article in English | MEDLINE | ID: mdl-14661025

ABSTRACT

Bioactive compounds can be valuable research tools and drug leads, but it is often difficult to identify their mechanism of action or cellular target. Here we investigate the potential for integration of chemical-genetic and genetic interaction data to reveal information about the pathways and targets of inhibitory compounds. Taking advantage of the existing complete set of yeast haploid deletion mutants, we generated drug-hypersensitivity (chemical-genetic) profiles for 12 compounds. In addition to a set of compound-specific interactions, the chemical-genetic profiles identified a large group of genes required for multidrug resistance. In particular, yeast mutants lacking a functional vacuolar H(+)-ATPase show multidrug sensitivity, a phenomenon that may be conserved in mammalian cells. By filtering chemical-genetic profiles for the multidrug-resistant genes and then clustering the compound-specific profiles with a compendium of large-scale genetic interaction profiles, we were able to identify target pathways or proteins. This method thus provides a powerful means for inferring mechanism of action.


Subject(s)
Biotechnology/methods , Drug Industry/methods , Drug Resistance , Gene Expression Regulation , Saccharomyces cerevisiae/genetics , Cluster Analysis , Fungal Proteins/metabolism , Gene Deletion , Mutation , Pharmacogenetics , Proton-Translocating ATPases/metabolism , Software
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