Large-scale evaluation of in silico gene deletions in Saccharomyces cerevisiae

A large-scale in silico evaluation of gene deletions in Saccharomyces cerevisiae was conducted using a genome-scale reconstructed metabolic model. The effect of 599 single gene deletions on cell viability was simulated in silico and compared to published experimental results. In 526 cases (87.8%), the in silico results were in agreement with experimental observations when growth on synthetic complete medium was simulated. Viable phenotypes were correctly predicted in 89.4% (496 out of 555) and lethal phenotypes were correctly predicted in 68.2% (30 out of 44) of the cases considered. The in silico evaluation was solely based on the topological properties of the metabolic network which is based on well-established reaction stoichiometry. No interaction or regulatory information was accounted for in the in silico model. False predictions were analyzed on a case-by-case basis for four possible inadequacies of the in silico model: (1) incomplete media composition, (2) substitutable biomass components, (3) incomplete biochemical information, and (4) missing regulation. This analysis eliminated a number of false predictions and suggested a number of experimentally testable hypotheses. A genome-scale in silico model can thus be used to systematically reconcile existing data and fill in our knowledge gaps about an organism.     

Analysis of repeat-mediated deletions in the mitochondrial genome of Saccharomyces cerevisiae

Mitochondrial DNA deletions and point mutations accumulate in an age-dependent manner in mammals. The mitochondrial genome in aging humans often displays a 4977-bp deletion flanked by short direct repeats. Additionally, direct repeats flank two-thirds of the reported mitochondrial DNA deletions. The mechanism by which these deletions arise is unknown, but direct-repeat-mediated deletions involving polymerase slippage, homologous recombination, and nonhomologous end joining have been proposed. We have developed a genetic reporter to measure the rate at which direct-repeat-mediated deletions arise in the mitochondrial genome of Saccharomyces cerevisiae. Here we analyze the effect of repeat size and heterology between repeats on the rate of deletions. We find that the dependence on homology for repeat-mediated deletions is linear down to 33 bp. Heterology between repeats does not affect the deletion rate substantially. Analysis of recombination products suggests that the deletions are produced by at least two different pathways, one that generates only deletions and one that appears to generate both deletions and reciprocal products of recombination. We discuss how this reporter may be used to identify the proteins in yeast that have an impact on the generation of direct-repeat-mediated deletions.     

Histone H3 and H4 gene deletions in Saccharomyces cerevisiae

The genome of haploid Saccharomyces cerevisiae contains two nonallelic sets of histone H3 and H4 genes. Strains with deletions of each of these loci were constructed by gene replacement techniques. Mutants containing deletions of either gene set were viable, however meiotic segregants lacking both histone H3 and H4 gene loci were inviable. In haploid cells no phenotypic expression of the histone gene deletions was observed; deletion mutants had wild-type growth rates, were not temperature sensitive for growth, and mated normally. However, diploids homozygous for the H3-H4 gene deletions were slightly defective in their growth and cell cycle progression. The generation times of the diploid mutants were longer than wild-type cells, the size distributions of cells from exponentially growing cultures were skewed towards larger cell volumes, and the G1 period of the mutant cells was longer than that of the wild-type diploid. The homozygous deletion of the copy-II set of H3-H4 genes in diploids also increased the frequency of mitotic chromosome loss as measured using a circular plasmid minichromosome assay.     

In vivo reconstitution of autophagy in Saccharomyces cerevisiae

Autophagy is a major intracellular degradative pathway that is involved in various human diseases. The role of autophagy, however, is complex; although the process is generally considered to be cytoprotective, it can also contribute to cellular dysfunction and disease progression. Much progress has been made in our understanding of autophagy, aided in large part by the identification of the autophagy-related (ATG) genes. Nonetheless, our understanding of the molecular mechanism remains limited. In this study, we generated a Saccharomyces cerevisiae multiple-knockout strain with 24 ATG genes deleted, and we used it to carry out an in vivo reconstitution of the autophagy pathway. We determined minimum requirements for different aspects of autophagy and studied the initial protein assembly steps at the phagophore assembly site. In vivo reconstitution enables the study of autophagy within the context of the complex regulatory networks that control this process, an analysis that is not possible with an in vitro system.     

Spontaneous deletions and reciprocal translocations in Saccharomyces cerevisiae: influence of ploidy

Studying spontaneous chromosomal rearrangements throws light on the rules underlying the genome reshaping events occurring in eukaryotic cells, which are part of the evolutionary process. In Saccharomyces cerevisiae, translocation and deletion processes have been frequently described in haploids, but little is known so far about these processes at the diploid level. Here we investigated the nature and the frequency of the chromosomal rearrangements occurring at this ploidy level. Using a positive selection screen based on a particular mutated allele of the URA2 gene, spontaneous diploid revertants were selected and analysed. Surprisingly, the diploid state was found to be correlated with a decrease in chromosome rearrangement frequency, along with an increase in the complexity of the rearrangements occurring in the target gene. The presence of short DNA tandem repeat sequences seems to be a key requirement for deletion and reciprocal translocation processes to occur in diploids. After discussing the differences between the haploid and diploid levels, some mechanisms possibly involved in chromosome shortening and arm exchange are suggested.     

Selection and characterization of ricin toxin A-chain mutations in Saccharomyces cerevisiae.

A DNA sequence encoding the A chain of ricin toxin (RTA) from the castor bean plant, Ricinus communis, was placed under GAL1 promoter control and transformed into Saccharomyces cerevisiae. Induction of expression of RTA was lethal. This lethality was the basis for a selection of mutations in RTA which inactivated the toxin. A number of mutant alleles which encoded cross-reactive material were sequenced. Eight of the first nine mutant RTAs studied showed single-amino-acid changes involving residues located in the proposed active-site cleft.     

Phenotype analysis of Saccharomyces cerevisiae mutants with deletions in Pir cell wall glycoproteins

Proteins with internal repeats (Pir) belong to a minor group of covalently linked yeast cell wall proteins. They are not essential for viability but important for cell wall strength, reduced permeability against plant antifungal enzymes and maintenance of osmotic stability. Here we show the importance of Pir proteins of Saccharomyces cerevisiae for growth at low pH and in presence of various inhibitors. Cell wall analysis of Deltapir1,2,3,4 deletion strain revealed slightly increased chitin content and changes in relative proportion of alkali-soluble and insoluble glucan and chitin fractions. Activation of the cell wall integrity pathway was indicated by increased levels of double phosphorylated Mpk1p/Slt2p in the pir deletants.     

In vivo investigations of glucose transport in Saccharomyces cerevisiae

In the present study, the glucose transport into the yeast Saccharomyces cerevisiae has been investigated. The approach suggested is based on a rapid sampling technique for studying the dynamic response of the yeast to rapid changes in extracellular glucose concentrations. For this purpose a concentrated glucose solution has been injected into a continuous culture at steady state growth conditions resulting in a shift of the extracellular glucose level. Samples have been taken every 5 s for determination of extracellular glucose and intracellular glucose-6-phosphate concentrations. Attempts to fit the experimental observations with simulations from existing models failed. The mechanism then proposed is based on a facilitated diffusion of glucose superimposed by an inhibition of glucose-6-phosphate. The use of the so-called in vivo approach suggested in this article appears to be proper, because the investigations can be performed at defined physiological states of the microbial cultures. Furthermore, the experimental observations are not being corrupted by the preparation of the samples for the transport studies as it happens during radioactive measurements. (c) 1996 John Wiley & Sons, Inc.     

In vivo analysis of chromosome condensation in Saccharomyces cerevisiae

Although chromosome condensation in the yeast Saccharomyces cerevisiae has been widely studied, visualization of this process in vivo has not been achieved. Using Lac operator sequences integrated at two loci on the right arm of chromosome IV and a Lac repressor-GFP fusion protein, we were able to visualize linear condensation of this chromosome arm during G2/M phase. As previously determined in fixed cells, condensation in yeast required the condensin complex. Not seen after fixation of cells, we found that topoisomerase II is required for linear condensation. Further analysis of perturbed mitoses unexpectedly revealed that condensation is a transient state that occurs before anaphase in budding yeast. Blocking anaphase progression by activation of the spindle assembly checkpoint caused a loss of condensation that was dependent on Mad2, followed by a delayed loss of cohesion between sister chromatids. Release of cells from spindle checkpoint arrest resulted in recondensation before anaphase onset. The loss of condensation in preanaphase-arrested cells was abrogated by overproduction of the aurora B kinase, Ipl1, whereas in ipl1-321 mutant cells condensation was prematurely lost in anaphase/telophase. In vivo analysis of chromosome condensation has therefore revealed unsuspected relationships between higher order chromatin structure and cell cycle control.     

Concerted deletions and inversions are caused by mitotic recombination between delta sequences in Saccharomyces cerevisiae.

Deletions of a tyrosine tRNA suppressor gene, SUP4-o, are mediated by recombination between short repeated delta sequences in Saccharomyces cerevisiae. The arrangement of the five solo delta sequences that surround the SUP4 locus was established by DNA sequence analysis. Seven deletion classes were identified by genomic blotting. DNA sequence analysis also showed that the delta sequences within a 6.5-kilobase region of the SUP4 locus were the endpoints of these events. In three of these classes, an adjacent interval surrounded by delta sequences was inverted in concert with the deletion. The frequency of all deletion classes decreased in strains that contained mutations in the recombination and repair gene RAD52. We present two gene conversion mechanisms by which these rearrangements could have been generated. These models may also explain deletions between repeated sequences in other systems.     

The specificity in vivo of two distinct methionine aminopeptidases in Saccharomyces cerevisiae.

In Saccharomyces cerevisiae, the essential function of amino-terminal methionine removal is provided cotranslationally by two methionine aminopeptidases (MetAP1 and MetAP2). To examine the individual processing efficiency of each MetAP in vivo, we measured the degree of N-terminal methionine cleavage from a series of mutated glutathione-S-transferase (GST) proteins isolated from yeast wild-type, a map1 deletion strain, a map2 deletion strain, and a map1 deletion strain overexpressing the MAP2 gene. We found that MetAP1 plays the major role in N-terminal methionine removal in yeast. Both MetAPs were less efficient when the second residue was Val, and MetAP2 was less efficient than MetAP1 when the second residue was Gly, Cys, or Thr. These findings indicate that MetAP1 and MetAP2 exhibit different cleavage efficiencies against the same substrates in vivo. Interestingly, although methionine is considered a stabilizing N-terminal residue, we found that retention of the initiator methionine on the Met-Ala-GST mutant protein drastically reduced its half-life in vivo.     

Functional dissection of in vivo interchromosome association in Saccharomyces cerevisiae

Homologue pairing mediates both recombination and segregation of chromosomes at meiosis I. The recognition of nucleic-acid-sequence homology within the somatic nucleus has an impact on DNA repair and epigenetic control of gene expression. Here we investigate interchromosomal interactions using a non-invasive technique that allows tagging and visualization of DNA sequences in vegetative and meiotic live yeast cells. In non-meiotic cells, chromosomes are ordered in the nucleus, but preferential pairing between homologues is not observed. Association of tagged chromosomal domains occurs irrespective of their genomic location, with some preference for similar chromosomal positions. Here we describe a new phenomenon that promotes associations between sequence-identical ectopic tags with a tandem-repeat structure. These associations, termed interchromosome trans-associations, may underlie epigenetic phenomena.     

Studies of Saccharomyces cerevisiae during fermentation--an in vivo electrokinetic investigation

An extensive in vivo study of the electrokinetic properties of six strains of the brewing yeast S. cerevisiae has been carried out. The yeasts were cultured under laboratory conditions. They were electrokinetically characterized by the electro-osmotic dipped cell technique, and data are presented as zeta-potentials. The effects of pH, fermentation time, successive fermentation cycles, and initial wort density have been established. The electrokinetic properties of an ale yeast which did not function correctly during commercial fermentation have also been examined. The results are discussed in the context of two controversial topics concerning the mechanism of yeast flocculation, the relative importance of yeast cell wall carboxyl and phosphate groups and the influence of wort components.     

Improved rapid sampling for in vivo kinetics of intracellular metabolites in Saccharomyces cerevisiae.

An integrated approach is used to develop a rapid sampling strategy for the quantitative analysis of in vivo kinetic behavior based on measured concentrations of intracellular metabolites in Saccharomyces cerevisiae. Emphasis is laid on small sample sizes during sampling and analysis. Subsecond residence times are accomplished by minimizing the dead volume of the sterile sampling system and by maximizing flow rates through application of vacuum to the sampling tubes in addition to the overpressure in the fermenter. A specially designed sample tube adapter facilitates sampling intervals of 4 to 5 s for various test tube types. Statistical analysis of the results obtained from enzymatic and liquid chromatography mass spectrometry (LC-MSMS) analysis of the metabolite concentrations was used to optimize the sampling protocol. The most notable improvement is reached through the introduction of vacuum drying of the cell extract. The presented system is capable of reliably dealing with fermenter samples as small as 1-g with a variation of less than 3%, and is thus ideally suited for intracellular measurements on small, lab-scale fermenters.     

Selection of secretory protein-encoding genes by fusion with PHO5 in Saccharomyces cerevisiae.

Secretory protein-encoding genes of Saccharomyces cerevisiae have been cloned by a novel procedure that is based on the functional selection of their fusions with acid phosphatase (APase) at the DNA level. DNA fragments that functionally replace the promoter and signal sequence-encoding regions of the PHO5 gene (encoding APase) have been obtained by positive selection from a pool of cloned random DNA fragments. Five unique DNA sequences containing the promoter, and encoding signal sequences have been isolated. We have also isolated the complete gene, SSP120, encoding one of these S. cerevisiae secretory proteins, SSP120. Gene disruption studies have shown that the SSP120 gene is not essential for viability and growth. The SSP120 amino acid (aa) sequence has 13.5% identity with the middle 88-250 aa residues of the chicken glycosylation site-binding protein. However, SSP120 disruption did not affect protein glycosylation in yeast. The present study provides an alternative approach for the isolation of genes encoding secretory proteins, in contrast to classical genetic approaches that require isolation of functionally defective mutations followed by gene isolation by functional complementation. The present procedure should contribute to our understanding of protein sorting by permitting the cloning of genes encoding proteins targeted to different organelles in the secretory pathway.     

In vivo analysis of metabolic dynamics in Saccharomyces cerevisiae : I. Experimental observations

The goal of this work was to obtain rapid sampling technique to measure transient metabolites in vivo. First, a pulse of glucose was added to a culture of the yeast Saccharomyces cerevisiae growing aerobically under glucose limitation. Next, samples were removed at 2 to 5 s intervals and quenched using methods that depend on the metabolite measured. Extracellular glucose, excreted products, as well as glycolytic intermediates (G6P, F6P, FBP, GAP, 3-PG, PEP, Pyr) and cometabolites (ATP, ADP, AMP, NAD(+), NADH) were measured using enzymatic or HPLC methods. Significant differences between the adenine nucleotide concentrations in the cytoplasm and mitochondria indicated the importance of compartmentation for the regulation of the glycolysis. Changes in the intra- and extracellular levels of metabolites confirmed that glycolysis is regulated on a time scale of seconds. (c) 1997 John Wiley & Sons, Inc. Biotechnol Bioeng 55: 305-316, 1997.     

The Role of Interelement Selection in Saccharomyces cerevisiae Ty Element Evolution

Retrotransposons are mobile genetic elements that are ubiquitous components of eukaryotic genomes. The evolutionary success of retrotransposons is explained by their ability to replicate faster than the host genomes in which they reside. Elements with higher rates of genomic replication possess a selective advantage over less active elements. Retrotransposon populations, therefore, are shaped largely by selective forces acting at the genomic level between elements. To evaluate rigorously the effects of selective forces acting on retrotransposons, detailed information on the patterns of molecular variation within and between retrotransposon families is needed. The sequencing of the Saccharomyces cerevisiae genome, which includes the entire genomic complement of yeast retrotransposons, provides an unprecedented opportunity to access and analyze such data. In this study, we analyzed in detail the patterns of nucleotide variation within the open reading frames of two parental (Ty1 and Ty2) and one hybrid (Ty1/2) family of yeast retrotransposons. The pattern and distribution of nucleotide changes on the phylogenetic reconstructions of the three families of Ty elements reveal evidence of negative selection on both internal and external branches of the Ty phylogenies. These results indicate that most, if not all, Ty elements examined represent active or recently active retrotransposon lineages. We discuss the relevance of these findings with respect to the coevolutionary dynamic operating between genomic element populations and the host organisms in which they reside. Received: 5 November 1998 / Accepted: 17 March 1999     

In vivo analysis of metabolic dynamics in Saccharomyces cerevisiae: II. Mathematical model

A mathematical model of glycolysis in Saccharomyces cerevisiae is presented. The model is based on rate equations for the individual reactions and aims to predict changes in the levels of intra- and extracellular metabolites after a glucose pulse, as described in part I of this study. Kinetic analysis focuses on a time scale of seconds, thereby neglecting biosynthesis of new enzymes. The model structure and experimental observations are related to the aerobic growth of the yeast. The model is based on material balance equations of the key metabolites in the extracellular environment, the cytoplasm and the mitochondria, and includes mechanistically based, experimentally matched rate equations for the individual enzymes. The model includes removal of metabolites from glycolysis and TCC for biosynthesis, and also compartmentation and translocation of adenine nucleotides. The model was verified by in vivo diagnosis of intracellular enzymes, which includes the decomposition of the network of reactions to reduce the number of parameters to be estimated simultaneously. Additionally, sensitivity analysis guarantees that only those parameters are estimated that contribute to systems trajectory with reasonable sensitivity. The model predictions and experimental observations agree reasonably well for most of the metabolites, except for pyruvate and adenine nucleotides. (c) 1997 John Wiley & Sons, Inc. Biotechnol Bioeng 55: 592-608, 1997.