- Open Access
The role of transposable element clusters in genome evolution and loss of synteny in the rice blast fungus Magnaporthe oryzae
© Thon et al.; licensee BioMed Central Ltd. 2006
- Received: 24 October 2005
- Accepted: 31 January 2006
- Published: 28 February 2006
Transposable elements are abundant in the genomes of many filamentous fungi, and have been implicated as major contributors to genome rearrangements and as sources of genetic variation. Analyses of fungal genomes have also revealed that transposable elements are largely confined to distinct clusters within the genome. Their impact on fungal genome evolution is not well understood. Using the recently available genome sequence of the plant pathogenic fungus Magnaporthe oryzae, combined with additional bacterial artificial chromosome clone sequences, we performed a detailed analysis of the distribution of transposable elements, syntenic blocks, and other features of chromosome 7.
We found significant levels of conserved synteny between chromosome 7 and the genomes of other filamentous fungi, despite more than 200 million years of divergent evolution. Transposable elements are largely restricted to three clusters located in chromosomal segments that lack conserved synteny. In contradiction to popular evolutionary models and observations from other model organism genomes, we found a positive correlation between recombination rate and the distribution of transposable element clusters on chromosome 7. In addition, the transposable element clusters are marked by more frequent gene duplications, and genes within the clusters have greater sequence diversity to orthologous genes from other fungi.
Together, these data suggest that transposable elements have a profound impact on the M. oryzae genome by creating localized segments with increased rates of chromosomal rearrangements, gene duplications and gene evolution.
- Bacterial Artificial Chromosome
- Transposable Element
- Recombination Rate
- Long Terminal Repeat
Magnaporthe oryzae, a member of the M. grisea species complex , causes blast disease of rice and is one of the most destructive pathogens of this important food crop . Its recently published genome sequence  is the first for a plant pathogenic filamentous fungus and is providing new insight into the molecular and genetic basis for pathogenesis. M. oryzae shares a number of traits with other plant pathogenic fungi, such as the formation of specialized infection structures called appressoria that are important in penetrating the plant epidermis. M. oryzae, along with many other plant pathogens, also exhibits a genetically controlled pattern of host recognition, called the gene-for-gene interaction, that mediates host range . Because of the commonality of these features among plant pathogenic fungi, its genetic tractability, and its economic importance, M. oryzae has been developed as a model for studying infection related morphogenesis and fungal-plant interactions .
The genome of M. oryzae, like that of many living organisms, is rich in repetitive DNA. Analysis of the whole genome shotgun sequence (WGS) suggests that more than 9.7% of the genome is made up of repetitive DNA, a significant portion of which is derived from transposable elements (TEs) . TEs have had an important impact on the genome and TE insertions are known to cause mutations in genes that mediate host range [6–8]. Previous studies have shown that TEs are arranged in distinct clusters in the genome [9–14]. Clustered TE distribution has been reported in many organisms, though in most cases the actual mechanisms leading to this distribution are unknown. In many species, including Drosophila melanogaster , Arabidopsis thaliana , and Tetraodon nigroviridis , TEs tend to accumulate in heterochromatic regions of the chromosomes, leading to a negative correlation between genetic recombination rate and TE density. The most common explanation for this is that selection against the deleterious effects of TEs is weaker in chromosomal regions with lower recombination rate, although exceptions to this model are also known. In D. melanogaster, TEs are preferentially clustered in regions with low recombination rate , while in C. elegans, a positive correlation between recombination rate and DNA transposons has been observed . Clearly, the selection model is insufficient to explain the distribution of TEs in all cases.
A prior study of one of the first full length sequences of a bacterial artificial chromosome (BAC) clone from the M. oryzae genome showed that this approximately 100 kb segment shared a considerable amount of synteny with Neurospora crassa and opens the possibility that more extensive conservation of synteny may exist between these species . This conservation of synteny is unexpected, since it is well known that M. oryzae isolates have extremely variable karyotypes due, at least in part, to the presence of transposable elements [11, 21]. Estimates of divergence dates within the ascomycetous fungi suggest that M. oryzae and N. crassa may be separated by more than 200 million years of divergent evolution . The ancient radiation of these fungi and the karyotype variability do not fit the expectation that large segments of conserved synteny should exist between M. oryzae and other species.
The availability of whole genome sequences for M. oryzae , N. crassa  and several other filamentous fungi are now allowing for more in-depth analyses of the organization of repetitive elements and their role in the evolution of fungal genomes. Recently, we completed a draft sequence of 38 BAC clones spanning chromosome 7 from M. oryzae, which we combined with selected contigs from the M. oryzae WGS, to yield a new chromosome 7 sequence assembly that was 4 Mb in length and contained 50 gaps. We used this sequence to measure the extent of conserved synteny between M. oryzae and the genome sequences of N. crassa, Fusarium graminearum and Aspergillus nidulans. We found that large segments of conserved synteny could be identified between these fungi and that syntenic blocks were negatively correlated with clusters of TEs. In addition, we found that chromosomal regions containing TE clusters also have higher rates of gene duplications and rates of gene evolution.
Content and distribution of repetitive DNA
Transposable element content of chromosome 7
Number of elements*
Total bp length (% of chromosome sequence)
Class I (retrotransposons)
Class II (DNA transposons)
Miscellaneous or unclassified elements
We analyzed the distribution of TEs in chromosome 7 by defining non-overlapping 100 kb intervals across the sequence and measuring repetitive sequence content as the number of TEs per interval, and normalizing for gaps. A histogram of these data clearly indicates the presence of three clusters on chromosome 7 (Figure 1), containing both class I (retrotransposons) and class II (DNA transposons) elements. The presence of TE clusters on chromosome 7 is consistent with our earlier report of TE clustering based on analyses of BAC end sequences and the M. oryzae physical map , in which TE clusters were identified on all seven chromosomes. TEs are frequently reported to be associated with both telomeres and centromeres, although gaps in the combined chromosome 7 sequence prevent analyses of these regions. However, the analysis presented here indicates that TEs, in addition to being found in telomeric and centromeric regions, are also found in abundance in other parts of the chromosome. No such clustering of simple sequence repeats (SSRs) was evident, although a slight depression in SSR frequency was observed within TE clusters (Figure 1). Likewise, a slight depression in gene content was evident in regions of high TE content, which may be a result of displacement of SSRs and genes by TEs.
TE clusters are correlated with recombination rate
Blocks of conserved synteny
Syntenic blocks containing 5 or more orthologous gene pairs between chromosome 7 of M. oryzae and related fungi
Chromosome (linkage group)
Increased gene duplications and rates of gene evolution within TE clusters
The borders of the three TE clusters were manually defined by inspecting the chromosome browser available at the Chromosome 7 Sequencing Project homepage . The TE clusters span over 88% of the TEs and 40% of the predicted genes on the chromosome (Figure 2). Using the protein sequence clustering tool TRIBE-MCL , we grouped chromosome 7 proteins into families. This clustering resulted in the classification of 74 proteins into 32 families of 2 to 4 proteins per family. Percent identity within these families ranged from 28.8% to 100%, with an average of 42.3% identity. Examination of the distribution of gene family members revealed that 62% of the genes were found within the TE clusters while 84% of the families contain at least 1 member within a TE cluster, suggesting that gene duplications are more prevalent within the TE clusters.
Number and similarity of putative orthologs between predicted proteins from chromosome 7 and proteins from the N. crassa and F. graminearum
Number of genes
Number of proteins with orthologs
Number of proteins with orthologs
Within TE islands
Outside of TE islands
The recent availability of whole genome shotgun sequences for several filamentous fungi affords us the opportunity for the first time to perform an in-depth analysis of the evolution of the structure of fungal genomes. With the combined BAC-WGS sequence for chromosome 7, we have a more accurate estimate of the true repetitive DNA content of the chromosome as well as a better reference sequence with which to study conservation of synteny. The M. oryzae genome is known to be rich in repetitive DNA and several authors have shown that, based on analyses of genomic libraries, TEs are not distributed randomly across the genome, but are tightly clustered. Our analysis of chromosome 7 revealed the presence of three clusters of TEs, two of which are localized near the distal ends of the chromosome while the other is centrally located. The locations of the TEs are positively correlated with recombination rate, a finding that is not predicted by the popular selection models that describe the TE distribution in several other species [15, 32]. Several sources of selective pressure are proposed to play a role in the establishment of this type of distribution. The ectopic exchange model states that repetitive DNA promotes deleterious ectopic recombination events. Since negative selection would be reduced in regions of low recombination rate, repetitive DNA would accumulate in regions with low recombination rate. Under the insertion model, TE insertions generally have a deleterious effect on fitness, and are thus likely to be lost from the population. In chromosomal segments that have low recombination rates, deleterious mutations are more likely to be genetically linked to neutral genes, decreasing their negative fitness effect.
Many TEs are known to selectively integrate into specific sequences and this activity, known as site specificity, has also been proposed to play a role in biased TE distribution. Site specificity has been demonstrated for TEs from a wide array of species, including D. melanogaster, Saccharomyces cerevisiae, Schizosaccharomyces pombe and others . In most cases, TEs tend to integrate into intergenic regions. For example, the S. pombe TE Tf1 preferentially integrates into a region 100 to 420 bp upstream of translation start sites, though this specificity does not lead to biased TE distribution on a genome level . The S. cerevisiae LTR transposons Ty1-Ty4 tend to integrate into regions upstream of genes transcribed by RNA polymerase III (Pol III) and, in the case of Ty3, it has been demonstrated that interactions between Ty3 integration factors and Pol III transcription factors are responsible for this site specificity [34, 35]. In S. cerevisiae, tRNA genes, which are transcribed by Pol III, dispersed throughout the genome and are not correlated with TE clusters. As shown by Bachman et al. , the Ty1 element preferentially inserts into upstream regions of specific members of tGly and tThr genes, leading to a biased genomic distribution of Ty1. Analysis of predicted tRNA genes in chromosome 7 revealed that the tRNA genes are distributed evenly throughout the chromosome (data not shown). Specificity for tRNA genes could explain the distribution of TEs in the M. oryzae genome only if all TE families had the same site specificity, for example, to the same members of tRNA gene families and the targeted family members were also positively correlated with recombination rate. Ty1 elements have also been shown to have specificity for pre-existing LTR transposons [36, 37], which would likely result in the formation of TE clusters; however, selection models still are needed to explain the correlation between the distribution of TE clusters and recombination rate.
As is the case in M. oryzae, a positive correlation has also been described between DNA transposons and recombination rate in C. elegans, although no such correlation was found for retrotransposons . Unlike C. elegans, both retrotransposons and DNA transposons show a positive correlation with recombination rate in M. oryzae. C. elegans is highly inbred, and it has been suggested that this may reduce the effects of recombination rate-based selective pressures on the genome. While M. oryzae is a naturally outbreeding species, it is commonly recognized that sexual reproduction occurs only rarely in the field and it is primarily disbursed through asexual propagules. Therefore, the selective pressures imposed by meiotic recombination, though still present, may not be strong enough to force the distribution of TEs into regions of low recombination rate and some force, but not recombination, must be driving the clustering of TEs in the M. oryzae genome.
The divergence dates of the species included in this study are difficult to estimate, due to the sparse fossil record for fungi. Based on the phylogeny published by Berbee and Taylor , we estimate that the earliest radiation of the Sordariomycetes, which includes Magnaporthe, Fusarium, and Neurospora, was approximately 200 MYA and the divergence of the Aspergillus lineage from this group occurred at least 300 MYA. More recent work by Padovan et al.  suggests that these radiations may be up to 653 MYA and 930 MYA, respectively. Based on these estimates, our initial expectation was that little conservation of synteny at the chromosome level would be evident between these fungi and the early reports of conserved microsynteny between M. oryzae and N. crassa  were presumed to be rare exceptions. However, we found that a significant number of syntenic blocks exist between these species, suggesting that portions of these chromosomes still share common ancestry. The syntenic blocks that we detected contain a large number of intervening non-syntenic genes, many of which did have homologs in the other fungal genomes but to genes in other chromosomal locations, indicating that translocations of small DNA segments containing only one or a few genes occurred over large distances. Perturbations of gene order within blocks were also common and probably resulted from small scale rearrangements.
Nearly all of the syntenic blocks on chromosome 7 occurred in regions that lack TEs and have low recombination rate (Figure 2). Repetitive sequences are known to promote crossing over at non-homologous chromosomal sites, which can lead to chromosomal rearrangements and loss of conserved synteny. Such a correlation has been reported in wheat, where indirect selection due to gene hitchhiking has been hypothesized to be the driving factor in the biased distribution of conserved synteny . Indirect selection is stronger in regions of low recombination, leading to reduced levels of polymorphism, such as insertions and translocations. It is likely that both the presence of repetitive DNA and high recombination rate promote the ectopic recombination events that result in a loss of synteny between species.
Seventy four of the 1,151 predicted proteins on chromosome 7 could be grouped into paralogous families by sequence similarity, of which 64.8% were located within a TE cluster. However, the TE clusters span only 40% of the predicted genes, suggesting that duplicated genes may be more common within TE clusters. If TE clusters lose synteny at a faster rate due to chromosomal rearrangements such as translocations and deletions, then it is reasonable to expect that duplications would also occur with greater frequency in these regions. By comparing protein sequences from chromosome 7 to orthologous proteins from F. graminearum and N. crassa, we show that evolutionary distance was significantly greater in genes found within the TE clusters. If, on average, the protein pairs within TE clusters diverged from their orthologs at approximately the same time, then this result can be used to infer rate of evolution and we can conclude that genes within the TE clusters are evolving at a faster rate. Therefore, high recombination rate in M. oryzae is associated with increased number of gene duplications, increased rate of gene evolution and with loss of synteny, a pattern that has also been described in wheat [40, 41].
Based on the data presented here, we suggest that specific segments of chromosome 7 rapidly lose conserved synteny as a result of rearrangements promoted by increased recombination rate and by the presence of TEs. These rearrangements may also contribute to the formation of new genes by gene duplication, as is suggested by the presence of a higher than expected number of duplicated genes within the TE clusters. Furthermore, within the TE clusters, genes are less likely to have orthologs in N. crassa and F. graminearum than genes outside of the TE clusters. Based on these findings, we propose that TE clusters are major contributors to the genesis and evolution of new genes in the M. oryzae genome.
The sequence of chromosome 7 from M. oryzae, strain 70-15, was obtained from the chromosome 7 sequencing project  (GenBank: CM000230). The whole genome shotgun sequences for M. oryzae, N. crassa, F. graminearum, and A. nidulans were obtained from the Broad Institute Fungal Genome Initiative web site .
Known repetitive elements were identified and masked from the chromosome 7 sequence with RepeatMasker , using a previously prepared database of repetitive elements from the M. oryzae genome . Additional annotations (for example, blast searches, expressed sequence tags (EST) alignments) were performed using the masked sequence. The gene prediction program FGENESH (Softberry Corporation, Mount Kisco, NY, USA) trained to predict M. oryzae genes  was used to identify 1,151 putative gene coding sequences. Recombination rate was measured by identifying the physical locations of nine genetic markers on the chromosome and using them as a basis for delineating eight intervals spanning chromosome 7. The markers, previously anchored to the M. oryzae BAC library [9, 44], were assigned locations on the chromosome by aligning BAC end sequences to the chromosome sequence. The position of each marker was estimated by taking the average location of all BAC end sequences anchored to both a marker and to the chromosome.
Analysis of conserved synteny
Blocks of conserved synteny were identified using the algorithm and statistical test implemented in the FISH software package . The FISH algorithm identifies segmental homologies (syntenic blocks) between chromosomal segments either within or between species and uses as input a set of homologous markers. We used as input to the FISH package the results of a BLASTP search in which the predicted proteins from chromosome 7 were used as the query sequences and the proteome set (the set of annotated proteins available from the Broad Institute) for N. crassa, F. graminearum, and A. nidulans were used as blast databases. Thus, one chromosome 7 protein may match more than one protein from another species and these one-to-many mappings were included in the analysis. The default parameters for the FISH software package were used except that the minimal acceptable alignment score (bit score) between protein sequences was raised to 500. Syntenic blocks that contained five or more pairs of genes (P < 0.001) were retained. For the purpose of this analysis, protein pairs within statistically significant syntenic blocks were considered to be orthologs.
Analysis of gene duplications and rate of evolution
Duplicated genes were identified by clustering the protein sequences with TRIBE-MCL. An E value cutoff of 1e-5 was used for the initial BLASTP search. A multiple sequence alignment was computed for each cluster using the Muscle program  and the mean percentage identity for each cluster was computed as the mean of all pairwise comparisons within the cluster. Putative orthologs to proteins from the N. crassa and F. graminearum genomes were defined as BLASTP hits with an E value smaller than 1e-30 that had no other hits better than 1e-5. Pairwise sequence alignments were performed with the Muscle program and evolutionary distance was calculated using Kimura's method as implemented in the Phylip package [31, 46].
We thank E Kolomiets for assistance with programming and data analyses. We also acknowledge the Fusarium and Aspergillus research communities for access to their genome sequences before publication. This project was supported by Initiative for Future Agriculture and Food Systems Grant number 00-52100-9682 from the USDA Cooperative State Research, Education, and Extension Service.
- Couch BC, Fudal I, Lebrun M-H, Tharreau D, Valent B, Van Kim P, Notteghem Jl, Kohn L: Origins of host-specific populations of the blast pathogen Magnaporthe oryzae in crop domestication with subsequent expansion of pandemic clones on rice and weeds of rice. Genetics. 2005, 170: 613-630. 10.1534/genetics.105.041780.PubMedPubMed CentralView ArticleGoogle Scholar
- Ou SH: Rice Diseases. 1987, Surrey: Commonwealth Mycological InstituteGoogle Scholar
- Dean R, Talbot N, Ebbole D, Farman M, Mitchell T, Orbach M, Thon MR, Kulkarni RD, Xu J-R, Pan H, et al: Analysis of the genome sequence of the plant pathogenic fungus Magnaporthe grisea, the causal agent of rice blast disease. Nature. 2005, 434: 980-986. 10.1038/nature03449.PubMedView ArticleGoogle Scholar
- Talbot NJ: On the trail of a cereal killer: Exploring the biology of Magnaporthe grisea. Annu Rev Microbiol. 2003, 57: 177-202. 10.1146/annurev.micro.57.030502.090957.PubMedView ArticleGoogle Scholar
- Valent B: Plant disease: Underground life for rice foe. Nature. 2004, 431: 516-10.1038/431516a.PubMedView ArticleGoogle Scholar
- Bohnert H, Fudal I, Dioh W, Tharreau D, Notteghem J, Lebrun M: A putative polyketide synthase/peptide synthetase from Magnaporthe grisea signals pathogen attack to resistant rice. Plant Cell. 2004, 16: 2499-2513. 10.1105/tpc.104.022715.PubMedPubMed CentralView ArticleGoogle Scholar
- Farman ML, Eto Y, Nakao T, Tosa Y, Nakayashiki H, Mayama S, Leong SA: Analysis of the structure of the AVR1-CO39 avirulence locus in virulent rice-infecting isolates of Magnaporthe grisea. Mol Plant-Microbe Interact. 2002, 15: 6-16.PubMedView ArticleGoogle Scholar
- Kang S, Lebrun MH, Farrall L, Valent B: Gain of virulence caused by insertion of a Pot3 transposon in a Magnaporthe grisea avirulence gene. Mol Plant-Microbe Interact. 2001, 14: 671-674.PubMedView ArticleGoogle Scholar
- Zhu H, Choi SD, Johnston AK, Wing RA, Dean RA: A large-insert (130 kbp) bacterial artificial chromosome library of the rice blast fungus Magnaporthe grisea: Genome analysis, contig assembly, and gene cloning. Fungal Genet Biol. 1997, 21: 337-347. 10.1006/fgbi.1997.0996.PubMedView ArticleGoogle Scholar
- Thon MR, Martin SL, Goff S, Wing RA, Dean RA: BAC end sequences and a physical map reveal transposable element content and clustering patterns in the genome of Magnaporthe grisea. Fungal Genet Biol. 2004, 41: 657-666. 10.1016/j.fgb.2004.02.003.PubMedView ArticleGoogle Scholar
- Nitta N, Farman ML, Leong SA: Genome organization of Magnaporthe grisea: Integration of genetic maps, clustering of transposable elements and identification of genome duplications and rearrangements. Theor Appl Genet. 1997, 95: 20-32. 10.1007/s001220050528.View ArticleGoogle Scholar
- Nishimura M, Nakamura S, Hayashi N, Asakawa S, Shimizu N, Kaku H, Hasebe A, Kawasaki S: Construction of a BAC library of the rice blast fungus Magnaporthe grisea and finding specific genome regions in which its transposons tend to cluster. Biosci Biotechnol Biochem. 1998, 62: 1515-1521. 10.1271/bbb.62.1515.PubMedView ArticleGoogle Scholar
- Daboussi MJ: Fungal transposable elements: Generators of diversity and genetic tools. J Genet. 1996, 75: 325-339.View ArticleGoogle Scholar
- Daboussi MJ: Fungal transposable elements and genome evolution. Genetica. 1997, 100: 253-260. 10.1023/A:1018354200997.PubMedView ArticleGoogle Scholar
- Bartolomé C, Maside X, Charlesworth B: On the abundance and distribution of transposable elements in the genome of Drosophila melanogaster. Mol Biol Evol. 2002, 19: 926-937.PubMedView ArticleGoogle Scholar
- The Arabidopsis Genome Initiative: Analysis of the genome sequence of the flowering plant Arabidopsis thaliana. Nature. 2000, 408: 796-10.1038/35048692.View ArticleGoogle Scholar
- Dasilva C, Hadji H, Ozouf-costaz C, Nicaud S, Jaillon O, Weissenbach J, Crollius HR: Remarkable compartmentalization of transposable elements and pseudogenes in the heterochromatin of the Tetraodon nigroviridis genome. Proc Natl Acad Sci USA. 2002, 99: 13636-13641. 10.1073/pnas.202284199.PubMedPubMed CentralView ArticleGoogle Scholar
- Rizzon C, Marais G, Gouy M, Biemont C: Recombination rate and the distribution of transposable elements in the Drosophila melanogaster genome. Genome Res. 2002, 12: 400-407. 10.1101/gr.210802. Article published online before print in February 2002.PubMedPubMed CentralView ArticleGoogle Scholar
- Duret L, Marais G, Biemont C: Transposons but not retrotransposons are located preferentially in regions of high recombination rate in Caenorhabditis elegans. Genetics. 2000, 156: 1661-1669.PubMedPubMed CentralGoogle Scholar
- Hamer L, Pan HQ, Adachi K, Orbach MJ, Page a, Ramamurthy L, Woessner JP: Regions of microsynteny in Magnaporthe grisea and Neurospora crassa. Fungal Genet Biol. 2001, 33: 137-143. 10.1006/fgbi.2001.1286.PubMedView ArticleGoogle Scholar
- Talbot NJ, Salch YP, Ma M, Hamer JE: Karyotypic variation within clonal lineages of the rice blast fungus, Magnaporthe grisea. Appl Environ Microbiol. 1993, 59: 585-593.PubMedPubMed CentralGoogle Scholar
- Hedges SB: The origin and evolution of model organisms. Nat Rev Genet. 2002, 3: 838-849. 10.1038/nrg929.PubMedView ArticleGoogle Scholar
- Galagan J, Calvo S, Borkovich K, Selker E, Read N, Jaffe D, Fitzhugh W, Ma L, Smirnov S, Purcell S, et al: The genome sequence of the filamentous fungus Neurospora crassa. Nature. 2003, 422: 859-868. 10.1038/nature01554.PubMedView ArticleGoogle Scholar
- RepeatMasker Open-3.0. [http://www.repeatmasker.org]
- Davis CR, Kempainen RR, Srodes MS, Mcclung CR: Correlation of the Physical and Genetic Maps of the Centromeric Region of the Right Arm of Linkage Group III of Neurospora crassa. Genetics. 1994, 136: 1297-1306.PubMedPubMed CentralGoogle Scholar
- Farman ML, Leong Sa: Chromosome walking to the AVR1-CO39 avirulence gene of Magnaporthe grisea: Discrepancy between the physical and genetic maps. Genetics. 1998, 150: 1049-1058.PubMedPubMed CentralGoogle Scholar
- Calabrese PP, Chakravarty S, Vision TJ: Fast Identification and statistical evaluation of segmental homologies in comparative maps. Bioinformatics. 2003, 19: 74-80. 10.1093/bioinformatics/btg1008.View ArticleGoogle Scholar
- The Chromosome 7 Sequencing Project Homepage. [http://www.fungalgenomics.ncsu.edu/chromosome_seven/]
- Enright AJ, Van Dongen S, Ouzounis CA: An efficient algorithm for large-scale detection of protein families. Nucleic Acids Res. 2002, 30: 1575-1584. 10.1093/nar/30.7.1575.PubMedPubMed CentralView ArticleGoogle Scholar
- Hirsh AE, Fraser HB: Protein dispensability and rate of evolution. Nature. 2001, 411: 1046-1049. 10.1038/35082561.PubMedView ArticleGoogle Scholar
- Kimura M: The neutral theory of molecular evolution. 1983, Cambridge: Cambridge University PressView ArticleGoogle Scholar
- Wright SI, Agrawal N, Bureau TE: Effects of recombination rate and gene density on transposable element distributions in Arabidopsis thaliana. Genome Res. 2003, 13: 1897-1903.PubMedPubMed CentralGoogle Scholar
- Behrens R, Hayles J, Nurse P: Fission yeast retrotransposon Tf1 integration is targeted to 5' ends of open reading frames. Nucleic Acids Res. 2000, 28: 4709-4716. 10.1093/nar/28.23.4709.PubMedPubMed CentralView ArticleGoogle Scholar
- Kirchner J, Connolly C, Sandmeyer S: Requirement of RNA polymerase III transcription factors for in vitro position-specific integration of a retroviruslike element. Science. 1995, 267: 1488-1491.PubMedView ArticleGoogle Scholar
- Connolly C, Sandmeyer S: RNA polymerase III interferes with Ty3 integration. FEBS Lett. 1997, 405: 305-311. 10.1016/S0014-5793(97)00200-7.PubMedView ArticleGoogle Scholar
- Bachman N, Eby Y, Boeke J: Local definition of Ty1 target preference by long terminal repeats and clustered tRNA genes. Genome Res. 2004, 14: 1232-1247. 10.1101/gr.2052904.PubMedPubMed CentralView ArticleGoogle Scholar
- Ji H, Moore D, Blomberg M, Braiterman L, Voytas D, Natsoulis G, Boeke J: Hotspots for unselected Ty1 transposition events on yeast chromosome III are near tRNA genes and LTR sequences. Cell. 1993, 73: 1007-1018. 10.1016/0092-8674(93)90278-X.PubMedView ArticleGoogle Scholar
- Berbee ML, Taylor JW: Fungal molecular evolution: gene trees and geologic time. The Mycota. Edited by: McLaughlin D, McLaughlin E, Lemke P. 2001, Berlin, Germany: Springer-Verlag, 7 part B: 229-245.Google Scholar
- Padovan AC, Sanson GF, Brunstein A, Briones MR: Fungi evolution revisited: application of the penalized likelihood method to a bayesian fungal phylogeny provides a new perspective on phylogenetic relationships and divergence dates of Ascomycota groups. J Mol Evol. 2005, 60: 726-735. 10.1007/s00239-004-0164-y.PubMedView ArticleGoogle Scholar
- Akhunov ED, Goodyear AW, Geng S, Qi LL, Echalier B, Gill BS, Miftahudin , Gustafson JP, Lazo G, Chao SM, et al: The organization and rate of evolution of wheat genomes are correlated with recombination rates along chromosome arms. Genome Res. 2003, 13: 753-763. 10.1101/gr.808603.PubMedPubMed CentralView ArticleGoogle Scholar
- Akhunov ED, Akhunova AR, Linkiewicz AM, Dubcovsky J, Hummel D, Lazo G, Chao S, Anderson OD, David J, Qi L, et al: Synteny perturbations between wheat homoeologous chromosomes caused by locus duplications and deletions correlate with recombination rates. Proc Natl Acad Sci USA. 2003, 100: 10836-10841. 10.1073/pnas.1934431100.PubMedPubMed CentralView ArticleGoogle Scholar
- The Broad Institute Fungal Genome Initiative. [http://www.broad.mit.edu/annotation/fungi/fgi/]
- Martin SL, Blackmon BP, Rajagopalan R, Houfek TD, Sceeles RG, Denn SO, Mitchell TK, Brown DE, Wing RA, Dean RA: MagnaportheDB: a federated solution for integrating physical and genetic map data with BAC end derived sequences for the rice blast fungus Magnaporthe grisea. Nucleic Acids Res. 2002, 30: 121-124. 10.1093/nar/30.1.121.PubMedPubMed CentralView ArticleGoogle Scholar
- Zhu H, Blackmon BP, Sasinowski M, Dean RA: Physical map and organization of chromosome 7 in the rice blast fungus, Magnaporthe grisea. Genome Res. 1999, 9: 739-750.PubMedPubMed CentralGoogle Scholar
- Edgar RC: MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucl Acids Res. 2004, 32: 1792-1797. 10.1093/nar/gkh340.PubMedPubMed CentralView ArticleGoogle Scholar
- Felsenstein J: PHYLIP - Phylogeny Inference Package (Version 3.2). Cladistics. 1989, 5: 164-166.Google Scholar
This article is published under license to BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.