Investigation of RNA metabolism through large-scale genetic interaction profiling in yeast

Gene deletion and gene expression alteration can lead to growth defects that are amplified or reduced when a second mutation is present in the same cells. We performed 154 genetic interaction mapping (GIM) screens with query mutants related with RNA metabolism and estimated the growth rates of about 700 000 double mutant Saccharomyces cerevisiae strains. The tested targets included the gene deletion collection and 900 strains in which essential genes were affected by mRNA destabilization (DAmP). To analyze the results, we developed RECAP, a strategy that validates genetic interaction profiles by comparison with gene co-citation frequency, and identified links between 1471 genes and 117 biological processes. In addition to these large-scale results, we validated both enhancement and suppression of slow growth measured for specific RNA-related pathways. Thus, negative genetic interactions identified a role for the OCA inositol polyphosphate hydrolase complex in mRNA translation initiation. By analysis of suppressors, we found that Puf4, a Pumilio family RNA binding protein, inhibits ribosomal protein Rpl9 function, by acting on a conserved UGUAcauUA motif located downstream the stop codon of the RPL9B mRNA. Altogether, the results and their analysis should represent a useful resource for discovery of gene function in yeast.     

Quantitative analysis of fitness and genetic interactions in yeast on a genome scale

Global quantitative analysis of genetic interactions is a powerful approach for deciphering the roles of genes and mapping functional relationships among pathways. Using colony size as a proxy for fitness, we developed a method for measuring fitness-based genetic interactions from high-density arrays of yeast double mutants generated by synthetic genetic array (SGA) analysis. We identified several experimental sources of systematic variation and developed normalization strategies to obtain accurate single- and double-mutant fitness measurements, which rival the accuracy of other high-resolution studies. We applied the SGA score to examine the relationship between physical and genetic interaction networks, and we found that positive genetic interactions connect across functionally distinct protein complexes revealing a network of genetic suppression among loss-of-function alleles.     

A Network of Genes Antagonistic to the LIN-35 Retinoblastoma Protein of Caenorhabditis elegans

The Caenorhabditis elegans pRb ortholog, LIN-35, functions in a wide range of cellular and developmental processes. This includes a role of LIN-35 in nutrient utilization by the intestine, which it carries out redundantly with SLR-2, a zinc-finger protein. This and other redundant functions of LIN-35 were identified in genetic screens for mutations that display synthetic phenotypes in conjunction with loss of lin-35. To explore the intestinal role of LIN-35, we conducted a genome-wide RNA-interference-feeding screen for suppressors of lin-35; slr-2 early larval arrest. Of the 26 suppressors identified, 17 fall into three functional classes: (1) ribosome biogenesis genes, (2) mitochondrial prohibitins, and (3) chromatin regulators. Further characterization indicates that different categories of suppressors act through distinct molecular mechanisms. We also tested lin-35; slr-2 suppressors, as well as suppressors of the synthetic multivulval phenotype, to determine the spectrum of lin-35-synthetic phenotypes that could be suppressed following inhibition of these genes. We identified 19 genes, most of which are evolutionarily conserved, that can suppress multiple unrelated lin-35-synthetic phenotypes. Our study reveals a network of genes broadly antagonistic to LIN-35 as well as genes specific to the role of LIN-35 in intestinal and vulval development. Suppressors of multiple lin-35 phenotypes may be candidate targets for anticancer therapies. Moreover, screening for suppressors of phenotypically distinct synthetic interactions, which share a common altered gene, may prove to be a novel and effective approach for identifying genes whose activities are most directly relevant to the core functions of the shared gene.     

Conserved rules govern genetic interaction degree across species

ABSTRACT: BACKGROUND: Synthetic genetic interactions have recently been mapped on a genome scale in the budding yeast Saccharomyces cerevisiae, providing a functional view of the central processes of eukaryotic life. Currently, comprehensive genetic interaction networks have not been determined for other species, and we therefore sought to model conserved aspects of genetic interaction networks in order to enable the transfer of knowledge between species. RESULTS: Using a combination of physiological and evolutionary properties of genes, we built models that successfully predicted the genetic interaction degree of S. cerevisiae genes. Importantly, a model trained on S. cerevisiae gene features and degree also accurately predicted interaction degree in the fission yeast Schizosaccharomyces pombe, suggesting that many of the predictive relationships discovered in S. cerevisiae also hold in this evolutionarily distant yeast. In both species, high single mutant fitness defect, protein disorder, pleiotropy, protein-protein interaction network degree, and low expression variation were significantly predictive of genetic interaction degree. A comparison of the predicted genetic interaction degrees of S. pombe genes to the degrees of S. cerevisiae orthologs revealed functional rewiring of specific biological processes that distinguish these two species. Finally, predicted differences in genetic interaction degree were independently supported by differences in co-expression relationships of the two species. CONCLUSIONS: Our findings show that there are common relationships between gene properties and genetic interaction network topology in two evolutionarily distant species. This conservation allows use of the extensively mapped S. cerevisiae genetic interaction network as an orthology-independent reference to guide the study of more complex species.     

dSLAM analysis of genome-wide genetic interactions in Saccharomyces cerevisiae

Analysis of genetic interactions has been extensively exploited to study gene functions and to dissect pathway structures. One such genetic interaction is synthetic lethality, in which the combination of two non-lethal mutations leads to loss of organism viability. We have developed a dSLAM (heterozygote diploid-based synthetic lethality analysis with microarrays) technology that effectively studies synthetic lethality interactions on a genome-wide scale in the budding yeast Saccharomyces cerevisiae. Typically, a query mutation is introduced en masse into a population of approximately 6000 haploid-convertible heterozygote diploid Yeast Knockout (YKO) mutants via integrative transformation. Haploid pools of single and double mutants are freshly generated from the resultant heterozygote diploid double mutant pool after meiosis and haploid selection and studied for potential growth defects of each double mutant combination by microarray analysis of the "molecular barcodes" representing each YKO. This technology has been effectively adapted to study other types of genome-wide genetic interactions including gene-compound synthetic lethality, secondary mutation suppression, dosage-dependent synthetic lethality and suppression.     

Genetic interaction of Lobe with its modifiers in dorsoventral patterning and growth of the Drosophila eye

Dorsoventral (DV) patterning is essential for growth of the Drosophila eye. Recent studies suggest that ventral is the default state of the early eye, which depends on Lobe (L) function, and that the dorsal fate is established later by the expression of the dorsal selector gene pannier (pnr). However, the mechanisms of regulatory interactions between L and dorsal genes are not well understood. For studying the mechanisms of DV patterning in the early eye disc, we performed a dominant modifier screen to identify additional genes that interact with L. The criterion of the dominant interaction was either enhancement or suppression of the L ventral eye loss phenotype. We identified 48 modifiers that correspond to 16 genes, which include fringe (fng), a gene involved in ventral eye patterning, and members of both Hedgehog (Hh) and Decapentaplegic (Dpp) signaling pathways, which promote L function in the ventral eye. Interestingly, 29% of the modifiers (6 enhancers and 9 suppressors) identified either are known to interact genetically with pnr or are members of the Wingless (Wg) pathway, which acts downstream from pnr. The detailed analysis of genetic interactions revealed that pnr and L mutually antagonize each other during second instar of larval development to restrict their functional domains in the eye. This time window coincides with the emergence of pnr expression in the eye. Our results suggest that L function is regulated by multiple signaling pathways and that the mutual antagonism between L and dorsal genes is crucial for balanced eye growth.     

Rules of nonallelic noncomplementation at the synapse in Caenorhabditis elegans

Nonallelic noncomplementation occurs when recessive mutations in two different loci fail to complement one another, in other words, the double heterozygote exhibits a phenotype. We observed that mutations in the genes encoding the physically interacting synaptic proteins UNC-13 and syntaxin/UNC-64 failed to complement one another in the nematode Caenorhabditis elegans. Noncomplementation was not observed between null alleles of these genes and thus this genetic interaction does not occur with a simple decrease in dosage at the two loci. However, noncomplementation was observed if at least one gene encoded a partially functional gene product. Thus, this genetic interaction requires a poisonous gene product to sensitize the genetic background. Nonallelic noncomplementation was not limited to interacting proteins: Although the strongest effects were observed between loci encoding gene products that bind to one another, interactions were also observed between proteins that do not directly interact but are members of the same complex. We also observed noncomplementation between genes that function at distant points in the same pathway, implying that physical interactions are not required for nonallelic noncomplementation. Finally, we observed that mutations in genes that function in different processes such as neurotransmitter synthesis or synaptic development complement one another. Thus, this genetic interaction is specific for genes acting in the same pathway, that is, for genes acting in synaptic vesicle trafficking.     

Genetic evidence for functional interactions between TolC and AcrA proteins of a major antibiotic efflux pump of Escherichia coli

Genetic data have suggested that TolC, AcrA and AcrB constitute a major antibiotic efflux system in Escherichia coli. Through reversion analysis of an unstable and antibiotic-sensitive TolC mutant (TolCP246R,S350C), we isolated extragenic suppressors that mapped within the acrRAB loci. DNA sequence analysis revealed that 18 isolates contained 10 different missense mutations within the acrA gene, whereas a single isolate had a missense mutation within the acrR gene, which codes for the acrAB repressor. Besides reversing the hypersensitivity phenotype of TolCP246R,S350C, AcrA and AcrR alterations elevated the mutant TolC protein level, thus indicating that the mechanism of suppression involves the stabilization of an unstable mutant TolC protein. Eight of the 10 AcrA alterations were clustered in the 202-265 region of the mature protein, whereas the other two suppressors affected residues 30 and 146. Based on the recently solved crystal structure of MexA, an AcrA counterpart from Pseudomonas aeruginosa, the regions encompassing residues 30 and 202-265 constitute the alpha+beta-domain of AcrA (MexA), whereas that of 146 form the alpha-domain. The data suggest that residues of these two AcrA domains either directly or indirectly influence interactions with TolC. Curiously, the stability of three mutant AcrA proteins, bearing an L222Q, L222R or P265R substitution, became dependent on the presence of either wild-type or mutant TolC. This dependence of the mutant AcrA proteins on TolC further supported the notion of a direct physical interaction between these two proteins. Because a mutation in acrR or acrAB expression from a multicopy plasmid also suppressed the TolCP246R,S350C defects, it indicated that wild-type AcrA when produced in high levels presumably establishes similar interactions with the mutant TolC protein as do the suppressor forms of AcrA produced from the chromosomal copy. The AcrA-mediated suppression of mutant TolC phenotypes and the stabilization of mutant TolC protein were dependent on AcrB, reflecting the existence of a functional complex between TolC and AcrAB in vivo.     

Allele-Specific Suppression by Formation of New Protein-Protein Interactions in Yeast

Yeast fimbrin is encoded by the SAC6 gene, mutations of which suppress temperature-sensitive mutations in the actin gene (ACT1). To examine the mechanism of suppression, we have conducted a biochemical analysis of the interaction between various combinations of wild-type and mutant actin and Sac6 proteins. Previously, we showed that actin mutations that are suppressed by sac6 mutations encode proteins with a reduced affinity for wild-type Sac6p. In the present study, we have found that mutant Sac6 proteins bind more tightly to mutant actin than does wild-type Sac6p, and thus compensate for weakened interactions caused by the mutant actin. Remarkably, we have also found that mutant Sac6 proteins bind more tightly to wild-type actin than does wild-type Sac6p. This result indicates that suppression does not occur through the restoration of the original contact site, but rather through the formation of a novel contact site. This finding argues against suppression occurring through a ``lock-and-key' mechanism and suggests a mechanism involving more global increases in affinity between the two proteins. We propose that the most common kind of suppressors involving interacting proteins will likely occur through this less specific mechanism.     

Establishing Genetic Interactions by a Synthetic Dosage Lethality Phenotype

We have devised a genetic screen, termed synthetic dosage lethality, in which a cloned ``reference' gene is inducibly overexpressed in a set of mutant strains carrying potential ``target' mutations. To test the specificity of the method, two reference genes, CTF13, encoding a centromere binding protein, and ORC6, encoding a subunit of the origin of replication binding complex, were overexpressed in a large collection of mutants defective in either chromosome segregation or replication. CTF13 overexpression caused synthetic dosage lethality in combination with ctf14-42 (cbf2, ndc10), ctf17-61 (chl4), ctf19-58 and ctf19-26. ORC6 overexpression caused synthetic dosage lethality in combination with cdc2-1, cdc6-1, cdc14-1, cdc16-1 and cdc46-1. These relationships reflect specific interactions, as overexpression of CTF13 caused lethality in kinetochore mutants and overexpression of ORC6 caused lethality in replication mutants. In contrast, only one case of dosage suppression was observed. We suggest that synthetic dosage lethality identifies a broad spectrum of interacting mutations and is of general utility in detecting specific genetic interactions using a cloned wild-type gene as a starting point. Furthermore, synthetic dosage lethality is easily adapted to the study of cloned genes in other organisms.     

Modulation of efficiency of translation termination in Saccharomyces cerevisiae

Nonsense suppression is a readthrough of premature termination codons. It typically occurs either due to the recognition of stop codons by tRNAs with mutant anticodons, or due to a decrease in the fidelity of translation termination. In the latter case, suppressors usually promote the readthrough of different types of nonsense codons and are thus called omnipotent nonsense suppressors. Omnipotent nonsense suppressors were identified in yeast Saccharomyces cerevisiae in 1960s, and most of subsequent studies were performed in this model organism. Initially, omnipotent suppressors were localized by genetic analysis to different protein- and RNA-encoding genes, mostly the components of translational machinery. Later, nonsense suppression was found to be caused not only by genomic mutations, but also by epigenetic elements, prions. Prions are self-perpetuating protein conformations usually manifested by infectious protein aggregates. Modulation of translational accuracy by prions reflects changes in the activity of their structural proteins involved in different aspects of protein synthesis. Overall, nonsense suppression can be seen as a “phenotypic mirror” of events affecting the accuracy of the translational machine. However, the range of proteins participating in the modulation of translation termination fidelity is not fully elucidated. Recently, the list has been expanded significantly by findings that revealed a number of weak genetic and epigenetic nonsense suppressors, the effect of which can be detected only in specific genetic backgrounds. This review summarizes the data on the nonsense suppressors decreasing the fidelity of translation termination in S. cerevisiae, and discusses the functional significance of the modulation of translational accuracy.     

Induction and suppression of gene silencing in plants by nonviral microbes

Gene silencing is a conserved mechanism in eukaryotes that dynamically regulates gene expression. In plants, gene silencing is critical for development and for maintenance of genome integrity. Additionally, it is a critical component of antiviral defence in plants, nematodes, insects, and fungi. To overcome gene silencing, viruses encode effectors that suppress gene silencing. A growing body of evidence shows that gene silencing and suppression of silencing are also used by plants during their interaction with nonviral pathogens such as fungi, oomycetes, and bacteria. Plant–pathogen interactions involve trans-kingdom movement of small RNAs into the pathogens to alter the function of genes required for their development and virulence. In turn, plant-associated pathogenic and nonpathogenic microbes also produce small RNAs that move trans-kingdom into host plants to disrupt pathogen defence through silencing of plant genes. The mechanisms by which these small RNAs move from the microbe to the plant remain poorly understood. In this review, we examine the roles of trans-kingdom small RNAs and silencing suppressors produced by nonviral microbes in inducing and suppressing gene silencing in plants. The emerging model is that gene silencing and suppression of silencing play critical roles in the interactions between plants and their associated nonviral microbes.     

Dominant mutations in three different subunits of replication factor C suppress replication defects in yeast PCNA mutants

To identify proteins that interact with the yeast proliferating cell nuclear antigen (PCNA), we used a genetic approach to isolate mutations that compensate for the defects in cold-sensitive (Cs(-)) mutants of yeast PCNA (POL30). Because the cocrystal structure of human PCNA and a p21(WAF1/CIP1) peptide shows that the interdomain region of PCNA is a site of p21 interaction, we specifically looked for new mutations that suppress mutations in the equivalent region of yeast PCNA. In independent screens using three different Cs(-) mutants, we identified spontaneously arising dominant suppressor mutations in the RFC3 gene. In addition, dominant suppressor mutations were identified in the RFC1 and RFC2 genes using a single pol30 mutant. An intimate association between PCNA and RFC1p, RFC2p, and RFC3p is suggested by the allele-restricted suppression of 10 different pol30 alleles by the RFC suppressors. RFC1, RFC2, and RFC3 encode three of the five subunits of the replication factor C complex, which is required to load PCNA onto DNA in reconstituted DNA replication reactions. Genomic sequencing reveals a common region in RFC1p, RFC2p, and RFC3p that is important for the functional interaction with PCNA. Biochemical analysis of the wild type and mutant PCNA and RFC3 proteins shows that mutant RFC3p enhances the production of long DNA products in pol delta-dependent DNA synthesis, which is consistent with an increase in processivity.     

Suppressor analysis of temperature-sensitive RNA polymerase I mutations in Saccharomyces cerevisiae: suppression of mutations in a zinc-binding motif by transposed mutant genes.

Starting with two temperature-sensitive mutants (rpa190-1 and rpa190-5) of Saccharomyces cerevisiae, both of which are amino acid substitutions in the putative zinc-binding domain of the largest subunit (A190) of RNA polymerase I, we have isolated many independent pseudorevertants carrying extragenic suppressors (SRP) of rpa190 mutations. All the SRP mutations were dominant over the corresponding wild-type genes. They were classified into at least seven different loci by crossing each suppressed mutant with all of the other suppressed mutants and analyzing segregants. SRP mutations representing each of the seven loci were studied for their effects on other known rpa190 mutations. All of the SRP mutations were able to suppress both rpa190-1 and rpa190-5. In addition, one particular suppressor, SRP5, was found to suppress two other rpa190 mutations as well as an rpa190 deletion. Southern blot analysis combined with genetic crosses demonstrated that SRP5 maps to a region on chromosome XV loosely linked to rpa190 and represents a transposed mutant gene in two copies. Analysis of the A190 subunit by using anti-A190 antiserum indicated that the cellular concentration of A190 and hence of RNA polymerase I decreases in rpa190-1 mutants after a shift to 37 degrees C and that in the mutant strain carrying SRP5 this decrease is partially alleviated, presumably because of increased synthesis caused by increased gene dosage. These results suggest that the zinc-binding domain plays an important role in protein-protein interaction essential for the assembly and/or stability of the enzyme, regardless of whether it also participates directly in the interaction of the assembled enzyme with DNA.     

iBIG: An Integrative Network Tool for Supporting Human Disease Mechanism Studies

Understanding the mechanism of complex human diseases is a major scientific challenge. Towards this end, we developed a web-based network tool named iBIG (stands for integrative BIoloGy), which incorporates a variety of information on gene interaction and regulation. The generated network can be annotated with various types of information and visualized directly online. In addition to the gene networks based on physical and pathway interactions, networks at a functional level can also be constructed. Furthermore, a supplementary R package is provided to process microarray data and generate a list of important genes to be used as input for iBIG. To demonstrate its usefulness, we collected 54 microarrays on common human diseases including cancer, neurological disorders, infectious diseases and other common diseases. We processed the microarray data with our R package and constructed a network of functional modules perturbed in common human diseases. Networks at the functional level in combination with gene networks may provide new insight into the mechanism of human diseases. iBIG is freely available at http://lei.big.ac.cn/ibig.     

Deltex, a Locus Interacting with the Neurogenic Genes, Notch, Delta and Mastermind in Drosophila Melanogaster

The Notch locus of Drosophila melanogaster, which codes for a transmembrane protein sharing homology with the mammalian epidermal growth factor, is one of a small number of zygotically acting genes, the so called neurogenic loci, which are necessary for the correct segregation of neural from epidermal lineages during embryogenesis. In an attempt to identify genes whose products may interact with that of Notch, we designed a genetic screen aimed at identifying suppressors of certain Notch mutations which are known to affect the extracellular epidermal growth factor homologous domain of Notch. Mutations in two neurogenic loci were identified as suppressors: Delta, whose product was recently shown to interact with Notch and mastermind. In addition, a third, X-linked gene was shown capable of acting as a suppressor. We show that this gene is the deltex locus, characterize the phenotype of deltex mutations, and demonstrate both a maternal and zygotic action of the locus. All deltex alleles behave as recessive viables affecting wing, ocellar and eye morphology. There are allele specific interactions between deltex and various Notch alleles; for example, deltex mutants with a reduced dosage of wild-type Notch die as pupae. deltex also interacts with Delta and mastermind in a fashion that is formally analogous to its interaction with Notch. These results emphasize the special relationship between Notch, Delta and mastermind suggested by previous work and indicate that deltex is likely to play an important role in the same genetic circuitry within which these three neurogenic loci operate.     

BET1, BOS1, and SEC22 are members of a group of interacting yeast genes required for transport from the endoplasmic reticulum to the Golgi complex.

A subset of the genes required for transport from the endoplasmic reticulum (ER) to the Golgi complex in Saccharomyces cerevisiae was found to interact genetically. While screening a yeast genomic library for genes complementing the ER-accumulating mutant bet1 (A. Newman and S. Ferro-Novick, J. Cell Biol. 105: 1587-1594, 1987), we isolated BET1 and BOS1 (bet one suppressor). BOS1 suppresses bet1-1 in a gene dosage-dependent manner, providing greater suppression when it is introduced on a multicopy vector than when one additional copy is present. The BET1 and BOS1 genes are not functionally equivalent; overproduction of BOS1 does not alleviate the lethality associated with disruption of BET1. We also identified a pattern of genetic interactions among these genes and another gene implicated in transport from the ER to the Golgi complex: SEC22. Overproduction of either BET1 or BOS1 suppresses the growth and secretory defects of the sec22-3 mutant over a wide range of temperatures. Further evidence for genetic interaction was provided by the finding that a bet1 sec22 double mutant is inviable. Another mutant which is blocked in transport from the ER to the Golgi complex, sec21-1, demonstrates a more limited ability to be suppressed by the BET1 gene. The interactions we observed are specific for genes required for transport from the ER to the Golgi complex. The products of the genes involved are likely to have a direct role in transport, as bet1-1 and sec22-3 begin to display their mutant phenotypes within 5 min of a shift to the restrictive temperature.