Replication protein A is required for meiotic recombination in Saccharomyces cerevisiae

In Saccharomyces cerevisiae, meiotic recombination is initiated by transient DNA double-stranded breaks (DSBs). These DSBs undergo a 5' --> 3' resection to produce 3' single-stranded DNA ends that serve to channel DSBs into the RAD52 recombinational repair pathway. In vitro studies strongly suggest that several proteins of this pathway--Rad51, Rad52, Rad54, Rad55, Rad57, and replication protein A (RPA)--play a role in the strand exchange reaction. Here, we report a study of the meiotic phenotypes conferred by two missense mutations affecting the largest subunit of RPA, which are localized in the protein interaction domain (rfa1-t11) and in the DNA-binding domain (rfa1-t48). We find that both mutant diploids exhibit reduced sporulation efficiency, very poor spore viability, and a 10- to 100-fold decrease in meiotic recombination. Physical analyses indicate that both mutants form normal levels of meiosis-specific DSBs and that the broken ends are processed into 3'-OH single-stranded tails, indicating that the RPA complex present in these rfa1 mutants is functional in the initial steps of meiotic recombination. However, the 5' ends of the broken fragments undergo extensive resection, similar to what is observed in rad51, rad52, rad55, and rad57 mutants, indicating that these RPA mutants are defective in the repair of the Spo11-dependent DSBs that initiate homologous recombination during meiosis.     

Support vector machine classification on the web

The support vector machine (SVM) learning algorithm has been widely applied in bioinformatics. We have developed a simple web interface to our implementation of the SVM algorithm, called Gist. This interface allows novice or occasional users to apply a sophisticated machine learning algorithm easily to their data. More advanced users can download the software and source code for local installation. The availability of these tools will permit more widespread application of this powerful learning algorithm in bioinformatics.     

Mechanisms and control of meiotic recombination in the yeast Saccharomyces cerevisiae

Recent studies in Saccharomyces cerevisiae have provided new insights in our understanding of the molecular mechanisms of meiotic recombination. Meiosis-specific DNA double-strand breaks have been detected and have been shown to be the lesions that initiate recombination events. These are located mostly in promoter regions where the chromatin is in an open configuration, and cluster in domains along the chromosome. They are likely to be made by a topoisomerase II-like protein encoded by the SPO11 gene. Several DNA intermediates in the meiotic double strand-break repair pathway have been characterised and several multi-protein complexes have been identified and shown to be involved at different steps in the repair pathway. The conservation of these protein complexes in higher eukaryotes suggests that the meiotic recombination mechanism could be conserved. With the application of the well characterised genetical, molecular, cytological and biochemical techniques and the recently developed technology for genomic studies (biochips), we can expect a rapid increase in our comprehension of the meiotic recombination process.     

Persistence and loss of meiotic recombination hotspots

The contradiction between the long-term persistence of the chromosomal hotspots that initiate meiotic recombination and the self-destructive mechanism by which they act strongly suggests that our understanding of recombination is incomplete. This "hotspot paradox" has been reinforced by the finding that biased gene conversion also removes active hotspots from human sperm. To investigate the requirements for hotspot persistence, we developed a detailed computer simulation model of their activity and its evolutionary consequences. With this model, unopposed hotspot activity could drive strong hotspots from 50% representation to extinction within 70 generations. Although the crossing over that hotspots cause can increase population fitness, this benefit was always too small to slow the loss of hotspots. Hotspots could not be maintained by plausible rates of de novo mutation, nor by crossover interference, which alters the frequency and/or spacing of crossovers. Competition among hotspots for activity-limiting factors also did not prevent their extinction, although the rate of hotspot loss was slowed. Key factors were the probability that the initiating hotspot allele is destroyed and the nonmeiotic contributions hotspots make to fitness. Experimental investigation of these deserves high priority, because until the paradox is resolved all components of the mechanism are open to doubt.     

Minimal extent of homology required for completion of meiotic recombination in Saccharomyces cerevisiae

The minimal length of contiguous homology required for successful completion of meiotic recombination was investigated by using heterologous insertions to delimit homologous segments of chromosome III in the yeast Saccharomyces cerevisiae. Constructs created in vitro by insertion of selectable markers into the LEU2 locus were transplaced into haploid strains, which were then mated to create diploids containing pairs of insertion heterologies at various distances. Analysis of the meiotic products from these diploids revealed a gradient in the frequency of both reciprocal and nonreciprocal recombination declining monotonically from the 5′ end of LEU2. Both types of event were found to be restricted by the presence of the insertion heterologies. The spo 13 single division meiosis was exploited to develop a plating assay in which LEU2 diploid spores containing reciprocally recombinant strands derived from events occurring completely within the interval flanked by the insertion heterologies were selected by random spore methods. Reciprocal recombination frequencies measured with this assay decreased linearly with extent, extrapolating to a minimal homology requirement of 150–250 nucleotides. When homology was most severely restricted, unexpected flanking marker configurations among reciprocal recombinants within LEU2 demonstrated the occurrence of complex recombination events. In addition to detecting reciprocal recombinants, the system is capable of measuring the probability that a non-reciprocal recombination event will have one endpoint between the heterologous inserts and the other lying outside the interval. The minimal length of homology required for this aspect of recombination was found to be 25–60 nucleotides. © 1993 Wiley-Liss, Inc.     

Shu1 promotes homolog bias of meiotic recombination in Saccharomyces cerevisiae

Homologous recombination occurs closely between homologous chromatids with highly ordered recombinosomes through RecA homologs and mediators. The present study demonstrates this relationship during the period of “partner choice” in yeast meiotic recombination. We have examined the formation of recombination intermediates in the absence or presence of Shu1, a member of the PCSS complex, which also includes Psy3, Csm2, and Shu2. DNA physical analysis indicates that Shu1 is essential for promoting the establishment of homolog bias during meiotic homologous recombination, and the partner choice is switched by Mek1 kinase activity. Furthermore, Shu1 promotes both crossover (CO) and non-crossover (NCO) pathways of meiotic recombination. The inactivation of Mek1 kinase allows for meiotic recombination to progress efficiently, but is lost in homolog bias where most double-strand breaks (DSBs) are repaired via stable intersister joint molecules. Moreover, the Srs2 helicase deletion cells in the budding yeast show slightly reduced COs and NCOs, and Shu1 promotes homolog bias independent of Srs2. Our findings reveal that Shu1 and Mek1 kinase activity have biochemically distinct roles in partner choice, which in turn enhances the understanding of the mechanism associated with the precondition for homolog bias.     

A physical assay for detection of early meiotic recombination intermediates in Saccharomyces cerevisiae

In most eukaryotic organisms, recombination events leading to exchanges between homologous chromosomes link the homologs in a manner that allows their proper attachment to the meiotic spindle. In the yeast Saccharomyces cerevisiae these exchanges are initiated in early prophase as double-strand breaks in the DNA. These breaks are processed through a series of intermediates to yield mature crossovers late in prophase. The following experiments were designed to monitor the appearance of the earliest recombinant DNA strands formed in this process. A polymerase chain reaction assay was devised that allows the detection of recombinant strands at a known initiation site for meiotic recombination. The time and rate of appearance of recombinant strands was found to coincide with commitment to recombination, demonstrating that DNA strands bearing sequences from both parental chromosomes are rapidly formed after the initiation of meiotic recombination.     

Minimal extent of homology required for completion of meiotic recombination in Saccharomyces cerevisiae.

The minimal length of contiguous homology required for successful completion of meiotic recombination was investigated by using heterologous insertions to delimit homologous segments of chromosome III in the yeast Saccharomyces cerevisiae. Constructs created in vitro by insertion of selectable markers into the LEU2 locus were transplaced into haploid strains, which were then mated to create diploids containing pairs of insertion heterologies at various distances. Analysis of the meiotic products from these diploids revealed a gradient in the frequency of both reciprocal and nonreciprocal recombination declining monotonically from the 5' end of LEU2. Both types of event were found to be restricted by the presence of the insertion heterologies. The spo13 single division meiosis was exploited to develop a plating assay in which LEU2 diploid spores containing reciprocally recombinant strands derived from events occurring completely within the interval flanked by the insertion heterologies were selected by random spore methods. Reciprocal recombination frequencies measured with this assay decreased linearly with extent, extrapolating to a minimal homology requirement of 150-250 nucleotides. When homology was most severely restricted, unexpected flanking marker configurations among reciprocal recombinants within LEU2 demonstrated the occurrence of complex recombination events. In addition to detecting reciprocal recombinants, the system is capable of measuring the probability that a non-reciprocal recombination event will have one end-point between the heterologous inserts and the other lying outside the interval. The minimal length of homology required for this aspect of recombination was found to be 25-60 nucleotides.     

Support vector machine for discrimination of thermophilic and mesophilic proteins based on amino acid composition

The identification of the thermostability from the amino acid sequence information would be helpful in computational screening for thermostable proteins. We have developed a method to discriminate thermophilic and mesophilic proteins based on support vector machines. Using self-consistency validation, 5-fold cross-validation and independent testing procedure with other datasets, this module achieved overall accuracy of 94.2%, 90.5% and 92.4%, respectively. The performance of this SVM-based module was better than the classifiers built using alternative machine learning and statistical algorithms including artificial neural networks, Bayesian statistics, and decision trees, when evaluated using these three validation methods. The influence of protein size on prediction accuracy was also addressed.     

Support vector machine implementations for classification & clustering

BACKGROUND: We describe Support Vector Machine (SVM) applications to classification and clustering of channel current data. SVMs are variational-calculus based methods that are constrained to have structural risk minimization (SRM), i.e., they provide noise tolerant solutions for pattern recognition. The SVM approach encapsulates a significant amount of model-fitting information in the choice of its kernel. In work thus far, novel, information-theoretic, kernels have been successfully employed for notably better performance over standard kernels. Currently there are two approaches for implementing multiclass SVMs. One is called external multi-class that arranges several binary classifiers as a decision tree such that they perform a single-class decision making function, with each leaf corresponding to a unique class. The second approach, namely internal-multiclass, involves solving a single optimization problem corresponding to the entire data set (with multiple hyperplanes). RESULTS: Each SVM approach encapsulates a significant amount of model-fitting information in its choice of kernel. In work thus far, novel, information-theoretic, kernels were successfully employed for notably better performance over standard kernels. Two SVM approaches to multiclass discrimination are described: (1) internal multiclass (with a single optimization), and (2) external multiclass (using an optimized decision tree). We describe benefits of the internal-SVM approach, along with further refinements to the internal-multiclass SVM algorithms that offer significant improvement in training time without sacrificing accuracy. In situations where the data isn't clearly separable, making for poor discrimination, signal clustering is used to provide robust and useful information--to this end, novel, SVM-based clustering methods are also described. As with the classification, there are Internal and External SVM Clustering algorithms, both of which are briefly described.     

Interplay between modifications of chromatin and meiotic recombination hotspots

Meiotic recombination lies at the heart of sexual reproduction. It is essential for producing viable gametes with a normal haploid genomic content and its dysfunctions can be at the source of aneuploidies, such as the Down syndrome, or many genetic disorders. Meiotic recombination also generates genetic diversity that is transmitted to progeny by shuffling maternal and paternal alleles along chromosomes. Recombination takes place at non-random chromosomal sites called 'hotspots'. Recent evidence has shown that their location is influenced by properties of chromatin. In addition, many studies in somatic cells have highlighted the need for changes in chromatin dynamics to allow the process of recombination. In this review, we discuss how changes in the chromatin landscape may influence the recombination map, and reciprocally, how recombination events may lead to epigenetic modifications at sites of recombination, which could be transmitted to progeny.     

Measurements of excision repair tracts formed during meiotic recombination in Saccharomyces cerevisiae.

During meiotic recombination in the yeast Saccharomyces cerevisiae, heteroduplexes are formed at a high frequency between HIS4 genes located on homologous chromosomes. Using mutant alleles of the HIS4 gene that result in poorly repaired mismatches in heteroduplex DNA, we find that heteroduplexes often span a distance of 1.8 kb. In addition, we show that about one-third of the repair tracts initiated at well-repaired mismatches extend 900 bp.     

Infrequent co-conversion of markers flanking a meiotic recombination initiation site in Saccharomyces cerevisiae

To study the mechanism of meiotic recombination in Saccharomyces cerevisiae, we examined recombination in an interval where the majority of events are initiated at a single hotspot for DNA double-strand breaks (DSBs), with little or no expected contribution by outside initiation events. This interval contained infrequently corrected palindromic markers 300 bp to the left and 600 bp to the right of the DSB hotspot. Conversion of single markers occurred frequently, while conversion of both markers occurred rarely, and many of the tetrads in which both markers converted were the products of multiple events. These data indicate that most meiotic recombination intermediates are asymmetrically positioned around the initiating DSB, with a short (<300 bp) tract of heteroduplex DNA (hDNA) to one side and hDNA on the other side frequently extending 600 bp or more. One consequence of this asymmetry is the preferential concentration of crossovers in the vicinity of the initiating DSB.     

Sites of recombination are local determinants of meiotic homolog pairing in Saccharomyces cerevisiae

Trans-acting factors involved in the early meiotic recombination pathway play a major role in promoting homolog pairing during meiosis in many plants, fungi, and mammals. Here we address whether or not allelic sites have higher levels of interaction when in cis to meiotic recombination events in the budding yeast Saccharomyces cerevisiae. We used Cre/loxP site-specific recombination to genetically measure the magnitude of physical interaction between loxP sites located at allelic positions on homologous chromosomes during meiosis. We observed nonrandom coincidence of Cre-mediated loxP recombination events and meiotic recombination events when the two occurred at linked positions. Further experiments showed that a subset of recombination events destined to become crossover products increased the frequency of nearby Cre-mediated loxP recombination. Our results support a simple physical model of homolog pairing in budding yeast, where recombination at numerous genomic positions generally serves to loosely coalign homologous chromosomes, while crossover-bound recombination intermediates locally stabilize interactions between allelic sites.     

Physical detection of heteroduplexes during meiotic recombination in the yeast Saccharomyces cerevisiae.

We describe a general physical method for detecting the heteroduplex DNA that is formed as an intermediate in meiotic recombination in the yeast Saccharomyces cerevisiae. We use this method to study the kinetic relationship between the formation of heteroduplex DNA and other meiotic events. We show that strains with the rad50, but not the rad52, mutation are defective in heteroduplex formation. We also demonstrate that, although cruciform structures can be formed in vivo as a consequence of heteroduplex formation between DNA strands that contain different palindromic insertions, small palindromic sequences in homoduplex DNA are rarely extruded into the cruciform conformation.     

Analysis of biological features associated with meiotic recombination hot and cold spots in Saccharomyces cerevisiae

Meiotic recombination is not distributed uniformly throughout the genome. There are regions of high and low recombination rates called hot and cold spots, respectively. The recombination rate parallels the frequency of DNA double-strand breaks (DSBs) that initiate meiotic recombination. The aim is to identify biological features associated with DSB frequency. We constructed vectors representing various chromatin and sequence-based features for 1179 DSB hot spots and 1028 DSB cold spots. Using a feature selection approach, we have identified five features that distinguish hot from cold spots in Saccharomyces cerevisiae with high accuracy, namely the histone marks H3K4me3, H3K14ac, H3K36me3, and H3K79me3; and GC content. Previous studies have associated H3K4me3, H3K36me3, and GC content with areas of mitotic recombination. H3K14ac and H3K79me3 are novel predictions and thus represent good candidates for further experimental study. We also show nucleosome occupancy maps produced using next generation sequencing exhibit a bias at DSB hot spots and this bias is strong enough to obscure biologically relevant information. A computational approach using feature selection can productively be used to identify promising biological associations. H3K14ac and H3K79me3 are novel predictions of chromatin marks associated with meiotic DSBs. Next generation sequencing can exhibit a bias that is strong enough to lead to incorrect conclusions. Care must be taken when interpreting high throughput sequencing data where systematic biases have been documented.     

Frequent meiotic recombination between the ends of truncated chromosome fragments of Saccharomyces cerevisiae

A single truncated chromosome fragment (TCF) in diploid cells undergoes frequent ectopic recombination during meiosis between markers located near the ends of the fragment. Tetrads produced by diploids with a single TCF show frequent loss of one of the two markers. This marker loss could result either from recombination of the TCF with one of the two copies of the chromosome from which it was derived or from ectopic recombination between the ends of the TCF. The former would result in shortening of a normal chromosome and lethality in one of the four spores. The high frequency of marker loss in tetrads with four viable spores supports recombination between the TCF ends as the main source of marker loss. Most of the spore colonies that display TCF marker loss contained a TCF with the same marker on both ends. Deletion of most of the pBR322 sequences distal to the marker at one of the subtelomeric regions of the TCF did not reduce the overall frequency of recombination between the ends, but affected the loss of one marker significantly more than the other. We suggest that the mechanism by which the duplication of one end marker and loss of the other occurs is based on association and recombination between the ends of the TCF.     

Context dependence of meiotic recombination hotspots in yeast: the relationship between recombination activity of a reporter construct and base composition

Borde and colleagues reported that a reporter plasmid inserted at different genomic locations in Saccharomyces cerevisiae had different levels of meiotic recombination activity. We show that the level of recombination activity is very significantly correlated with the GC content of DNA sequences flanking the insertion.     

Characterization of REC104, a gene required for early meiotic recombination in the yeast Saccharomyces cerevisiae

The REC104 gene was initially defined by mutations that rescued the inviability of a rad52 spo13 haploid strain in meiosis. We have observed that rec104 mutant strains undergo essentially no induction of meiotic gene conversion, and we have not been able to detect any meiotic crossing over in such strains. The REC104 gene has no apparent role in mitosis, since mutations have no observable effect on growth, mitotic recombination, or DNA repair. The DNA sequence of REC104 reveals that it is a previously unknown gene with a coding region of 549-bp, and genetic mapping has localized the gene to chromosome VIll near FUR1. Expression of the REC104 gene is induced in meiosis, and it appears that the gene is not transcribed in mitotic cells. Possible roles for the REC104 gene product in meiosis are discussed. © 1993 Wiley-Liss, Inc.