Genome sequence and rapid evolution of the rice pathogen Xanthomonas oryzae pv. oryzae PXO99A
- Steven L Salzberg1Email author,
- Daniel D Sommer1,
- Michael C Schatz1,
- Adam M Phillippy1,
- Pablo D Rabinowicz2, 3,
- Seiji Tsuge4,
- Ayako Furutani4, 5,
- Hirokazu Ochiai5,
- Arthur L Delcher1,
- David Kelley1,
- Ramana Madupu2, 6,
- Daniela Puiu1,
- Diana Radune2, 6,
- Martin Shumway2, 7,
- Cole Trapnell1,
- Gudlur Aparna8,
- Gopaljee Jha9,
- Alok Pandey8,
- Prabhu B Patil8,
- Hiromichi Ishihara10,
- Damien F Meyer11,
- Boris Szurek12,
- Valerie Verdier12,
- Ralf Koebnik12,
- J Maxwell Dow13,
- Robert P Ryan13,
- Hisae Hirata14,
- Shinji Tsuyumu13,
- Sang Won Lee15,
- Pamela C Ronald15,
- Ramesh V Sonti8,
- Marie-Anne Van Sluys9, 16,
- Jan E Leach9,
- Frank F White17 and
- Adam J Bogdanove11
© Salzberg et al; licensee BioMed Central Ltd. 2008
Received: 27 February 2008
Accepted: 01 May 2008
Published: 01 May 2008
Xanthomonas oryzae pv. oryzae causes bacterial blight of rice (Oryza sativa L.), a major disease that constrains production of this staple crop in many parts of the world. We report here on the complete genome sequence of strain PXO99A and its comparison to two previously sequenced strains, KACC10331 and MAFF311018, which are highly similar to one another.
The PXO99A genome is a single circular chromosome of 5,240,075 bp, considerably longer than the genomes of the other strains (4,941,439 bp and 4,940,217 bp, respectively), and it contains 5083 protein-coding genes, including 87 not found in KACC10331 or MAFF311018. PXO99A contains a greater number of virulence-associated transcription activator-like effector genes and has at least ten major chromosomal rearrangements relative to KACC10331 and MAFF311018. PXO99A contains numerous copies of diverse insertion sequence elements, members of which are associated with 7 out of 10 of the major rearrangements. A rapidly-evolving CRISPR (clustered regularly interspersed short palindromic repeats) region contains evidence of dozens of phage infections unique to the PXO99A lineage. PXO99A also contains a unique, near-perfect tandem repeat of 212 kilobases close to the replication terminus.
Our results provide striking evidence of genome plasticity and rapid evolution within Xanthomonas oryzae pv. oryzae. The comparisons point to sources of genomic variation and candidates for strain-specific adaptations of this pathogen that help to explain the extraordinary diversity of Xanthomonas oryzae pv. oryzae genotypes and races that have been isolated from around the world.
Xanthomonas oryzae pathovar oryzae (Xoo), a member of the gamma subdivision of the proteobacteria, is a major pathogen of rice (Oryza sativa L.). It enters rice leaves through water pores or wounds and moves systemically by invading the xylem, causing a disease known as bacterial blight . Bacterial blight is the most serious bacterial disease of rice, and in some areas, the most important of any disease of rice, carrying the potential to reduce yields by as much as 50% . When Xoo infects at the seedling stage, it causes a syndrome known as kresek, which can lead to nearly complete crop loss . Several factors that contribute to fitness and virulence in Xoo have been identified (reviewed in ). However, as rice is a staple crop for much of the world population, as well as a model for cereal biology , a better understanding of pathogenesis by Xoo remains a pressing goal both for control of bacterial blight and for fundamental understanding of bacterial-plant interactions.
Bacterial blight occurs in most rice growing areas of the world, and Xoo isolates from within and across Africa, India, Asia, and Australia show a great diversity of genotypes, based on polymorphism of transposable elements, predominantly insertion sequences (IS), avirulence genes, rep/box elements, and other markers . Based on the ability of strains to elicit resistance in particular host genotypes, several distinct races have been defined . Rice is one of our most ancient domesticated crops, and comprises more than 100,000 distinct varieties . Twenty nine bacterial blight resistance (R) genes (Xa1-Xa29) have been identified to date . The great diversity of strains within Xoo undoubtedly reflects adaptation of the pathogen to the diversity of host genotypes as well as the diverse environmental conditions in which rice is grown. From a broader perspective, Xoo belongs to a diverse and highly adapted genus that includes more than 20 plant-associated or plant pathogenic species. Each species may comprise one or more pathogenic varieties (pathovar; pv.), which demonstrate distinct host plant specificity or modes of infection. Collectively, different Xanthomonas species and pathovars cause diseases in over 390 host plant species .
Complete genome sequences have been published for two strains of Xoo, MAFF311018 (MAFF), a Japanese race 1 strain also referred to as T7174 , and KACC10331 (KACC), a Korean race 1 isolate also known as KXO85 . Comparative analysis of multiple Xoo genomes promises insight into specific adaptations that allow different strains to maintain virulence in different types of rice in different regions of the world. Of particular potential interest are adaptations involving extracellular components, and type III effectors, which have been established as critical virulence factors in bacterial blight or other plant bacterial diseases [3, 11].
The genomes of MAFF and KACC overall are highly similar to one another in gene content and organization. We report here the complete genome sequence of a third strain of Xoo, PXO99A, which, as described below, is considerably more distant from either of these strains than they are from each other. PXO99A is a 5-azacytidine-resistant derivative of PXO99, which was isolated in Los Baños and classified as Philippine race 6 . Genotypically, however, PXO99 is more similar to isolates from South Asia (Nepal and India) than to other Philippine isolates . In contrast to MAFF and KACC, PXO99A is virulent toward a large number of rice varieties representing diverse genetic sources of resistance, including the broad-spectrum, recessive resistance gene xa5 . The relatively few resistance genes effective against PXO99A include the recessive resistance gene xa13, which is ineffective against MAFF and KACC, the recently characterized broad-spectrum resistance gene Xa27, and the pattern recognition receptor-like resistance gene Xa21, which is effective against MAFF but not against KACC [15–17]. Because of its amenability to genetic analysis, and its relatively broad cultivar specificity, PXO99A has been the focus of numerous studies of the molecular basis of bacterial blight and blight resistance.
The PXO99A genome
Comparison of 3 Xanthomonas oryzae pv. oryzae genomes
GC content (%)
IS elements (complete/fragment)
TAL effector genes
Relationship to other sequenced Xanthomonas oryzae genomes
To assess the phylogenetic relationships among PXO99A and related strains, we aligned the complete genome to the genomes of MAFF, and KACC, and strain BLS256 of X. oryzae pv. oryzicola, (GenBank Accession AAQN01000001), and generated a cladogram using Mauve 2.1.1 . MAFF and KACC group together, but PXO99A is clearly distinct and considerably more distant from MAFF and KACC than they are from one another (Additional file 1). The tree was confirmed by another tree built with all the sequenced Xanthomonas genomes and rooted with Xylella fastidiosa (Temecula strain) (data not shown).
Genes unique to PXO99A relative to MAFF
Of the 5083 annotated protein coding genes in PXO99A, 4910 have clear homologs in the MAFF strain. These genes map to just 4234 genes in MAFF (out of 4372 total), indicating a considerable expansion of some gene families. 194 of the shared genes are present in a 212 kb direct repeat near the replication terminus (see below). Of the remaining 173 PXO99-specific genes, 29 (including 18 tranposases) are missing from MAFF because they span breakpoints; i.e., a rearrangement, insertion, or deletion in MAFF has broken these genes into fragments. Fifty eight other PXO99A genes only partially align to MAFF, including 29 transposases. Finally, 86 genes in PXO99A are completely absent (based on sequence alignment) from MAFF.
Among the 138 annotated genes in the MAFF strain that are not present in PXO99A, 20 are missing in PXO99A because they span breakpoints, and 38 (including 12 transposases) are missing because they are truncated in PXO99A. The remaining 80 genes in MAFF are entirely missing from PXO99A.
Additional file 2 contains the lists of genes unique to PXO99A and unique to MAFF. It is noteworthy that a majority of the genes unique to MAFF (64/80) are hypothetical proteins, which may represent annotation artifacts. These hypothetical genes have an average length of 182 bp, compared to 850 bp for an average gene. Of the 87 genes unique to PXO99A, twenty are hypothetical while the remainder comprises genes similar to predicted genes in other strains and species.
All sequenced Xanthomonas genomes contain numerous IS elements, but the Xoo genomes contain the most diverse pool . Of the 19 known families of IS elements , eight families composed of 28 distinct elements appear in Xoo. MAFF and KACC have nearly identical numbers of IS elements (Table 1), while PXO99A contains fewer elements overall, but more copies of ISXo8, IS1114/ISXoo4, and ISXo2.
A genomic region encoding several non-fimbrial adhesin genes
Specific primers were developed for the DSP and DBP genes that flank this locus as well as for the fhaB, fhaC, and fhaX genes. Using PXO99A genomic DNA as a template, we amplified the expected PCR products for all five genes (data not shown). Using either MAFF 311018 or KACC 10331 genomic DNA as template, products of the expected size were obtained with primers specific to the DBP and DSP encoding genes, but no products were obtained with primers specific for fhaC, fhaB or fhaX. Also, a fragment of the expected size (~2.5 kb) was obtained via PCR with DBP- and DSP-specific primers using MAFF and KACC genomic DNA, but not with PXO99A genomic DNA (data not shown). These results provide additional evidence that the non-fimbrial adhesin genes are indeed missing from the MAFF and KACC genomes. Based on PCR analysis using the above primers, the fhaC, fhaB and fhaX genes are also missing from the Indian Xoo strain BXO43, and in another Indian strain, BXO8, only fhaB appears to be present. However, all three genes were detected in the strain Nepal624 (data not shown), a result consistent with the close relationship, as established by DNA fingerprinting studies, between PXO99A and Xoo strains from Nepal .
Recent large duplication
The 212 kb segment occurs once in the MAFF and KACC sequences. One question is whether the difficulty of assembling this region might mean that it is present in these strains, but undetected. Evidence that the duplication is indeed unique to PXO99A is the sequence divergence (~0.3%) of PXO99A from MAFF/KACC. This divergence implies that if the duplication had happened in a common ancestor, then the two distinct 212 kb regions, which would have existed since the divergence between strains, would be expected to have over 600 single-base differences. The fact that the copies have only one difference confirms that the large duplication in PXO99A occurred much more recently than its divergence from MAFF and KACC.
TAL effector genes
TAL effector genes in PXO99A
N-term deletion, truncated
N-term deletion, truncated
Duplicate of tal7a
Duplicate of tal7b
Comparison of the TAL effector gene content and arrangement in PXO99A with those in MAFF, using the scheme described above to name the MAFF genes (genes in the two strains are hereafter distinguished by subscript), indicates that the number of loci and relative positions are similar with the exception of the duplicated loci (7 and 8) in PXO99A, as well as PXO99A locus 4 and MAFF locus 3, which occupy unique relative positions in their respective genomes (Figure 3). MAFF loci 2 and 3 were considered by Ochiai et al.  as one locus, but we treat them as distinct based on the unusual distance (roughly 3 kb instead of the usual 990 bp) between the locus 3 gene and the closest locus 2 gene, and the presence of IS elements flanking locus 3. Despite the similarity in number and arrangement of the respective loci, only three PXO99A TAL effector genes, all in PXO99A locus 9, have counterparts in MAFF that are identical with respect to the number of repeats and the twelfth and thirteenth codons of the central repeat domain. The identical genes are tal9cPXO99A and tal1cMAFF, tal9dPXO99A and tal1dMAFF, and tal9ePXO99A and tal3MAFF. Genes tal9aPXO99A and tal9bPXO99A correspond in repeat number to tal1aMAFF and tal1bMAFF, respectively. The tal3MAFF gene, which represents a break in the apparent overall synteny between PXO99A locus 9 and MAFF locus 1, is flanked by IS elements. The tal9cPXO99A gene is the avirulence determinant avrXa27, and its identity with tal1cMAFF is consistent with the effectiveness of the corresponding host resistance gene Xa27 against both PXO99A and MAFF, as well as a broad range of other strains . Two other PXO99A TAL effector genes have counterparts in MAFF that are nearly identical with respect to the number of repeats and the predicted twelfth and thirteenth residues in each repeat: tal4PXO99A has the same structure as tal4aMAFF except for residue 12 in the fifteenth repeat, and tal6aPXO99A has the same structure as tal5aMAFF except for residues 12 and 13 in the fourteenth repeat. MAFF has two TAL effector genes, pthXo2 (tal8MAFF) and avrXa7 (tal7dMAFF), that are major virulence determinants . The pthXo2 gene occupies the same locus in MAFF that pthXo7 does in PXO99A, while avrXa7 occupies the same locus as pthXo1, the major virulence determinant for PXO99A. Some corresponding loci differ in their gene content. For example, locus 2 in PXO99A consists of two genes but the corresponding locus in MAFF, locus 7, contains four. Absent from MAFF locus 5 is pthXo6, although previous evidence indicates that OsTFX1, a host gene expressed in a pthXo6-dependent manner, is induced upon infection with MAFF . Induction could be due to one of the other TAL effectors, or pthXo6 might have been misassembled in the MAFF sequence. Locus 6 in PXO99A corresponds to locus 4 in MAFF, but locus 4 in MAFF contains the gene nearly identical to tal4PXO99A in the uniquely positioned locus 4 of PXO99A. The MAFF gene nearly identical to tal6aPXO99A, is located in a corresponding neighboring locus, MAFF locus 5. Locus 3 in PXO99A and 6 in MAFF contain two and one defective TAL effector genes, respectively. All three of these genes have identical repeat domains. Moreover, tal6MAFF shares with the PXO99A genes the 3' deletions of 43 and 15 codons discussed above, as well as a six-codon deletion in the repeat region (repeat 4 of tal6MAFF, repeat 3 of tal3aPXO99A, and repeat 4 of tal3bPXO99A), indicating that these genes may represent a generally defunct locus in Xoo. The observed substitution of genes at conserved loci across the genomes, expansion or contraction of individual loci in a given strain, and divergence or degeneration of gene sequences at shared loci are presumably accomplished by the exchange of coding sequences through homologous recombination. Transposition of genes involving IS element-mediated recombination may also occur, as exemplified possibly by tal3MAFF.
Genome rearrangements in Xoo
The PXO99A strain of Xoo has experienced at least ten major rearrangements with respect to the MAFF strain, resulting in 29 distinct syntenic blocks, as shown in Figure 5. The majority of these rearrangements are symmetric about the origin of replication, as has been observed for many other bacterial rearrangements . Most of these rearrangements appear to be mediated by a diverse set of transposable elements. Some elements, such as ISXo5, ISXo8, and IS1389/ISXoo3, are responsible for multiple rearrangements. For example, ISXo5 occurs near each endpoint of both copies of the 212,087 bp tandem repeat (region E, Figure 5). Within each copy of the repeat there is a 116,872 bp inversion flanked by inverted copies of ISXo5. Only three major rearrangement events (H, I, and J in Figure 5) do not seem to be associated with IS elements.
Evolution of the CRISPR region in Xoo lineages
The PXO99A, MAFF, and KACC genomes each contain a CRISPR (clustered regularly interspersed short palindromic repeats) element. CRISPRs are identified by a set of Cas genes, followed by a leader sequence and then a variable number of alternating spacers and repeats; the elements here represent the Dvulg subtype . The repeats are identical, while the spacers represent foreign DNA that was laterally transferred from a bacteriophage or a plasmid . A growing body of evidence demonstrates that the spacers, acquired during phage infection, provide immune protection for the bacterium against the phage . Thus CRISPRs represent an inheritable immune system for bacteria.
The alignment of the CRISPR spacers in the three Xoo strains (Figure 6) appears on first inspection to contradict the phylogenetic relationship of the strains, in that MAFF appears more distant from the other two strains. Spacers are inserted into a genome in chronological order, with new elements appearing next to the 188-bp leader sequence, which gives a clear picture of the shared history of these elements. Our alignment shows that all three strains share five of the oldest elements (S1–S5 in PXO99A), but that all of the more recent elements in MAFF are unique to that strain. PXO99A and KACC share the very oldest element, which has been lost in MAFF, as well as 10 additional older spacer elements in conserved order. These 10 spacers range from S6–S25 in PXO99A and S8–S30 in MAFF (intervening elements are unique in each strain), indicating that these two strains diverged after the acquisition of spacer S25/S30. MAFF, in contrast, shares no spacers more recent than S5 with either of the other two strains. This appears to contradict whole-genome phylogenetic evidence and large-scale genome structure, both of which indicate that MAFF and KACC are much closer to one another than either is to PXO99A. A likely alternative explanation, given the hypervariable nature of CRISPRs, is that MAFF lost these older spacers.
Validation of the MAFF assembly
To validate the large-scale rearrangements between strains PXO99A and MAFF, we obtained a library of 9 kb shotgun clones for MAFF and identified those clones that correspond to breakpoints shown in Figure 5. Two clones for each breakpoint were selected, except in one case where only one clone could be identified. These clones were end-sequenced and the ends compared to the MAFF genome. In addition, restriction enzyme analysis was performed for each of the shotgun clones.
In all cases, the analysis of the MAFF sequences confirmed that the MAFF genome is correctly assembled. Had there been any mis-assemblies, the clones would have shown significant length polymorphisms or would have mapped to inconsistent positions on the finished sequence. This evidence further strengthens the conclusion that breakpoints in the genome alignment between MAFF and PXO99A represent genuine differences between the genomes. Because the MAFF and KACC strains have almost the same overall genome architecture, with very few rearrangements, we did not attempt separate verification of the KACC assembly.
Separately, we identified 18 significant insertions and deletions between MAFF and PXO99A. We generated PCR primers to test for the presence or absence of each insertion, and amplified fragments from genomic DNA using both strains. In all cases the PCR tests verified the presence of the insertion in one strain and its absence in the other (data not shown).
Regions of lateral gene transfer
The figure shows multiple regions of highly unusual composition, which we then investigated further. The largest peak in the X2 distribution, at position 918,000, is centered on a 424-aa protein (ORF04252) containing a lysin domain (often found in enzymes involved in bacterial cell wall degradation) but whose function is otherwise unknown. There is strong evidence that this gene has been laterally transferred via a bacteriophage: it is not found in any other Xanthomonads, and the closest matches are in Burkholderia, Campylobacter, and Shewanella, all very distantly related genera. Homologs in both B. pseudomallei K96243  and Erythobacter litoralis are annotated as acquired from bacteriophage, and a direct phage homolog occurs in Burkholderia phage phiE202. A phylogenetic tree of all homologs (data not shown) supports the conclusion that this gene was laterally transferred via a phage.
The second-highest peak in Figure 7 is in the midst of a broader region of unusual composition, extending from 3,540,900 to 3,571,800. This region contains a large prophage element with 41 phage-related genes, extending from ORF01364 (a phage portal protein, pbsx family) to ORF01326 (a site-specific recombinase, phage integrase family). PXO99A contains a second, smaller prophage element spanning six genes from 2366221–2371236.
All 19 of the TAL effector genes show an unusual composition and correspond to peaks in Figure 7. Because the TAL effectors are adjacent to transposases, they too might have originated in another species, possibly as a single-copy gene that later expanded in number in Xoo or a progenitor. Conservation of the unusual composition in all members of the family might also reflect strong functional constraints.
A significant fraction of predicted genes in most bacterial genomes are annotated as hypothetical proteins. These open reading frames (ORFs) are predicted computationally, but because they lack sequence homology to other species, they cannot be assigned a name. An unknown number of these predicted genes are likely to be false predictions, and for most genomes there has been little basis for distinguishing true genes at the time of sequencing. For PXO99A, we took advantage of the related MAFF and KACC genomes to improve upon the usual set of hypothetical predicted genes. Multiple sequence alignments among several closely-related species often reveal that the ORFs of hypothetical proteins are not maintained in sister species; i.e., they contain in-frame stop codons. Although it is possible that these interrupted ORFs are functional in only one of the species, a more parsimonious explanation is simply that the original gene prediction was wrong. This strategy has been used, for example, to identify several hundred incorrectly annotated genes in S. cerevisiae , using three related yeast genomes.
We aligned the DNA sequences for all 1273 hypothetical proteins in PXO99A to the corresponding sequences in MAFF, KACC, X. axonopodis pv. citri, X. campestris pv. campestris, and X. campestris pv. vesicatoria. From these alignments, we identified all predicted PXO99A genes with premature stop codons or crippling frameshift mutations in any other species. From these data, we identified 78 ORFs with multiple lines of evidence that they did not represent true genes; these predicted genes were deleted from the annotation.
Nearly 30 distinct bacterial blight resistance genes from different rice varieties and wild relatives have been identified and many have been used in breeding programs for disease control , but in several instances, resistance has broken down as new, virulent strains of Xoo have emerged [12, 40–42]. Understanding mechanisms that account for the rapid emergence of new pathogen genotypes, and identifying Xoo genes involved in pathogenic adaptation are important goals toward developing durable disease control strategies. The complete genome sequence of strain PXO99A and its comparison to two previously sequenced strains, KACC10331 and MAFF311018, that we have presented here, provide new insights that advance these goals.
Because MAFF and KACC are highly similar in genome content and organization, our comparative analysis focused largely on PXO99A and MAFF. This analysis revealed a remarkable plasticity of the Xoo genome. This plasticity is most strikingly evident in the large number of major rearrangements and indels between these strains. On a smaller scale, differences are prevalent in the inventories of TAL effector genes in PXO99A and MAFF. Also, a number of indels exist that represent genes shared by both strains but present in higher copy in PXO99A, including several IS elements. All of these differences suggest that the Xoo genome evolves rapidly. This conclusion is perhaps best supported however by the 212 kb sequence duplication in PXO99A that we discovered using a new and powerful application, the Hawkeye assembly diagnostics tool, and which we confirmed by PCR amplification of the repeat junction. The duplication represents a remarkably recent event, with only a single nucleotide difference differentiating between the two copies in PXO99A.
Gene duplication contributes to gene diversification, allowing for unconstrained evolution of otherwise indispensable sequences. The abundance of duplications in PXO99A suggests that they are an important source of genomic variation for Xoo. As made clear by analysis of the 212 kb repeat, IS elements play an important role in generating duplications. And they clearly can generate other types of genome modifications as well, including rearrangements and inversions, and insertions or deletions that can lead to acquisition, modification, or loss of gene content . Indeed, 7 out of 10 of the major rearrangements in the PXO99A genome relative to MAFF are associated with IS elements. The presence of ISXo5 at both ends of the 38.8 kb locus containing the non-fimbrial adhesin-like genes in PXO99A, compared with its presence in single copy in place of this locus in MAFF and KACC provides a patent example of an IS mediated genome modification that resulted either in an excision (from the MAFF and KACC lineage), or an integration of DNA (in the PXO99A lineage). Our analysis highlights also an important role for phage as a source of genomic variation for Xoo. The PXO99A sequence revealed numerous differences from MAFF related to phage integration, including the presence of genes that clearly originated in distantly related organisms. Yet another template for genome modification, and a particularly interesting characteristic of the Xoo genomes, are the TAL effector genes. As virulence factors and triggers of host resistance, differences in TAL effector gene content have been associated for some time with phenotypic diversity. Comparison of MAFF and PXO99A provided clear evidence of the involvement of homologous recombination among these genes in generating differences in their structure and copy number at genomic locations that were otherwise conserved, indicating that the sequences themselves play a major role in generating that diversity.
Included among the 19 TAL effector genes in PXO99A are pthXo1, a major virulence determinant not present in other strains  and avrXa27, a cultivar specificity determinant . There is evidence also that the TAL effector gene pthXo7 is important in the virulence of PXO99A on plants containing the recessive resistance gene xa5 [14, 32]. Significantly, xa5 is prevalent among the Aus-Boro lines of rice, which originated in Nepal and Bangladesh, the geographical region that likely gave rise to PXO99 . These and other observations firmly establish a role for TAL effector genes in strain-specific adaptation. The differences in TAL effector gene content and structure between the geographically distinct strains PXO99A and MAFF further underscore this role, and the importance of understanding the diversity of TAL effector functions.
The non-fimbrial adhesin-like genes fhaB, fhaB1, and fhaX and the transport gene fhaC we discovered at the 38.8 kb locus in PXO99A that is missing in MAFF and KACC are additional intriguing candidates for adaptations to certain host genotypes or environmental conditions. Homologs of fhaB and fhaC are present in a number of plant and animal pathogenic bacteria . MAFF and KACC encode other non-fimbrial adhesins, which are also present and highly conserved in PXO99A. Thus, it seems likely that the fha genes are not essential pathogenicity factors in PXO99A. However, mutational analysis might reveal a quantitative effect on virulence, or a differential effect in certain rice varieties or under different temperatures. Other proteins encoded at the locus that are of interest from the perspective of host-pathogen interactions include a putative ice nucleation protein and a putative colicin with an associated transporter protein.
Complete genome sequences are available for a number of members of other Xanthomonas species, including X. campestris pv. campestris, the causal agent of black rot in crucifers, [44, 45]X. axonopodis pv. citri, which causes citrus canker, and X. campestris pv. vesicatoria, which is responsible for bacterial spot in tomato and pepper plants . Whole genome alignments revealed several inversions, indels, and rearrangements in these genomes relative to one another . Thus the genus as a whole shows a high degree of genomic variation. Even in this context however, the differences uncovered here in structure and content of the PXO99A versus the MAFF and KACC genomes are striking. Notably, Xoo strains contain the greatest number and diversity of IS elements of all the sequenced xanthomonads, and the size of the CRISPRs in the strains discussed here suggests a long history of interaction with phage. X. oryzae strains are also unusual in their abundance of TAL effector genes. None of the other sequenced Xanthomonas strains have more than four TAL effector genes, and some have none. Though a comprehensive survey has not been done, large numbers of TAL effector genes are only known to exist elsewhere in strains of X. campestris pv. malvacearum, a pathogen of another ancient and genetically diverse domesticated crop plant, cotton , and, curiously, in Xanthomonas strains that infect mango . It is tempting to speculate for X. oryzae that the diversification of its host through millennia of cultivation around the world favored an amplification of elements in the pathogen that confer genome plasticity and adaptability, including IS elements, phage, and the repeat-dominated TAL effector genes.
It is interesting that in contrast to the East Asian MAFF and KACC strains, the ancestry of PXO99A is likely centered in South Asia , one of at least three probable sites of domestication of rice . As described here, PXO99A has a larger genome and a greater number of strain-specific genes than its close relatives MAFF and KACC. This greater size and complexity may be a consequence of this strain having derived from a lineage that evolved near a center of origin for its host, which would be expected to have a greater diversity of host genotypes than other locations.
The genome sequence of PXO99A and its comparison to those of strains MAFF and KACC provide direct evidence that the Xoo genome is highly plastic and rapidly evolving. Our analysis has revealed sources of genomic variation and identified candidates for strain-specific adaptations of this pathogen. These findings help to explain the extraordinary diversity of Xoo genotypes and races that have been isolated from around the world [9, 10, 12, 13, 49–55] and even from within a particular country or region [51, 56–60]. Our study also has highlighted particular classes of genes as important targets for functional analysis toward development of better, broader-spectrum and more durable control measures.
Bacterial genomic DNA was randomly sheared by nebulization, end-repaired with consecutive BAL31 nuclease and T4 DNA polymerase treatments, and size-selected using gel electrophoresis on 1% low-melting-point agarose. After ligation to BstXI adapters, DNA was purified by three rounds of gel electrophoresis to remove excess adapters, and the fragments were ligated into the vector pHOS2 (a modified pBR322 vector) linearized with BstXI. The pHOS2 plasmid contains two BstXI cloning sites immediately flanked by sequencing primer binding sites. These features reduce the frequency of non-recombinant clones, and reduce the amount of vector sequences at the end of the reads. Two libraries with average insert size of 4.5 kb and 10 kb were constructed. The ligation reactions were electroporated into E. coli. Clones were plated onto large format (16 × 16 cm) diffusion plates prepared by layering 150 ml of fresh antibiotic-free agar onto a previously set 50-ml layer of agar containing antibiotic. Colonies were picked for template preparation, inoculated into 384-well blocks containing liquid media, and incubated overnight with shaking. High-purity plasmid DNA was prepared using the DNA purification robotic workstation custom-built by Thermo CRS (Thermo Fisher Scientific, Inc.) and based on the alkaline lysis miniprep  and isopropanol precipitation. DNA precipitate was washed with 70% ethanol, dried, and resuspended in 10 mM Tris HCl buffer containing a trace of blue dextran. The yield of plasmid DNA was approximately 600–800 ng per clone, providing sufficient DNA for at least four sequencing reactions per template. Sequencing was done using di-deoxy sequencing method . Two 384-well cycle-sequencing reaction plates were prepared from each plate of plasmid template DNA for opposite-end, paired-sequence reads. Sequencing reactions were completed using the Big Dye Terminator chemistry and standard M13 forward and reverse primers. Reaction mixtures, thermal cycling profiles, and electrophoresis conditions were optimized to reduce the volume of the Big Dye Terminator mix and to extend read lengths on the AB3730xl sequencers (Applied Biosystems). Sequencing reactions were set up by the Biomek FX pipetting workstations. Robots were used to aliquot and combine templates with reaction mixes consisting of deoxy- and fluorescently labeled dideoxynucleotides, DNA polymerase, sequencing primers, and reaction buffer in a 5 μl volume. After 30–40 consecutive cycles of amplification, reaction products were precipitated by isopropanol, dried at room temperature, resuspended in water, and transferred to an AB3730xl sequencer. 8,700 and 52,100 high-quality reads from the 4.5 kb and 10 kb insert libraries, respectively, were generated with an average trimmed sequence read length of 821 bp and a success rate of 93%. After initial assembly, gaps were closed by primer walking on plasmid templates, sequencing genomic PCR products that spanned the gaps, and by transposon insertion and sequencing of selected 10 kb shotgun clones.
Assembly and annotation
Multiple rounds of assembly were performed, beginning with the shotgun reads and later including additional finishing reads. In the final assembly, 65,620 reads were trimmed to remove vector and low-quality sequence, and then assembled using Celera Assembler . The large (212 kb) tandem repeat was initially collapsed into one copy, which had twice the depth of coverage of the rest of the genome. This anomaly was detected and corrected to two copies after analysis aided by the Hawkeye assembly diagnosis software . Protein-coding genes were identified using Glimmer 3.0, which includes an algorithm to identify ribosome binding sites for each gene. Transcription terminators were predicted using TransTermHP  with parameter settings expected to yield over 90% accuracy. Transfer RNAs were identified with tRNAScanSE . Regions with neither Glimmer predictions nor RNA genes were searched in all six frames using blastx  to identify any missed proteins, and all annotations were manually curated as described previously , using the Manatee online annotation system . The origin and terminus of replication was determined using GC-skew analysis , which indicates an origin near position 50 kb and termini near 2,370 kb or 2,510 kb. The chromosome replication initiator gene dnaA, which is commonly found near the origin, is at position 45. Oligomer skew analysis , which identifies 8-mers preferentially located on the leading strand, indicates an origin at 4,895 kb (30 kb from the end of the genome) and a terminus at 2,381 kb, based on multiple 8-mers including CCCTGCCC and AGGACCAT. These 8-mers occur 328/376 and 218/248 times (over 87%) on the leading strand; for CCCTGCCC the likelihood that this occurred by chance is 3.6x10-45. To determine genome rearrangements, the MUMmer/Nucmer suite of genome alignment programs  was used to align Xoo PXO99A to the MAFF and KACC strains as well as to all other Xanthomonas genomes.
PCR amplification of genes at the non-fimbrial adhesin encoding locus
Genomic DNA was isolated from PXO99A, BXO8, Nepal624, KACC10331 and MAFF311018 strains according to the procedure described by Leach et. al. . PCR was performed using a set of gene specific primers listed in Additional file 2.
The PXO99A complete, annotated genome has been deposited in Genbank under accession number CP000967. The traces have been deposited in the NCBI Trace Archive  and the complete assembly is in the NCBI Assembly Archive .
We thank Nadia Fedorova, Faiza Benahmed, Kyle McAllen, and Hoda Khouri for assistance in closing gaps in the genome, and Sam Angiuoli for help with syntenic alignments. Funding for this work was provided by the U.S. Department of Agriculture-National Science Foundation Microbial Genome Sequencing Program (20043560015022 to AJB, JEL, SLS, and FFW), the National Science Foundation (MCB-0412260 to SLS), and the National Institutes of Health (R01-GM083873 to SLS).
- Ou SH: Rice Diseases. 1985, Kew, Surrey: Commonwealth Agricultural Bureau, 2Google Scholar
- Mew TW: Current status and future prospects of research on bacterial blight of rice. Annu Rev Phytopathol. 1987, 25: 359-382. 10.1146/annurev.py.25.090187.002043.View ArticleGoogle Scholar
- Nino-Liu DO, Ronald PC, Bogdanove AJ: Xanthomonas oryzae pathovars: model pathogens of a model crop. Mol Plant Pathol. 2006, 7 (5): 303-324. 10.1111/j.1364-3703.2006.00344.x.PubMedView ArticleGoogle Scholar
- Ronald P, Leung H: THE RICE GENOME: The most precious things are not jade and pearls... Science. 2002, 296 (5565): 58-59. 10.1126/science.1071337.PubMedView ArticleGoogle Scholar
- Leach JE, Leung H, Nelson RJ, Mew TW: Population biology of Xanthomonas oryzae pv. oryzae and approaches to its control. Curr Opin Biotechnol. 1995, 6 (3): 298-304. 10.1016/0958-1669(95)80051-4.View ArticleGoogle Scholar
- Khush GS: Origin, dispersal, cultivation and variation of rice. Plant Mol Biol. 1997, 35 (1–2): 25-34. 10.1023/A:1005810616885.PubMedView ArticleGoogle Scholar
- Zhang Q: Genetics and improvement of resistance to bacterial blight in rice (in Chinese). 2007, Beijing: Science PressGoogle Scholar
- Hayward AC: The hosts of Xanthomonas. Xanthomonas. Edited by: Swings JG, Civerolo EL. 1993, London: Chapman and Hall, 1-119.View ArticleGoogle Scholar
- Ochiai H, Inoue Y, Takeya M, Sasaki A, Kaku H: Genome sequence of Xanthomonas oryzae pv. oryzae suggests contribution of large numbers of effector genes and insertion sequences to its race diversity. Jpn Agric Res Q. 2005, 39 (4): 275-287.View ArticleGoogle Scholar
- Lee BM, Park YJ, Park DS, Kang HW, Kim JG, Song ES, Park IC, Yoon UH, Hahn JH, Koo BS: The genome sequence of Xanthomonas oryzae pathovar oryzae KACC10331 the bacterial blight pathogen of rice. Nucleic Acids Res. 2005, 33 (2): 577-586. 10.1093/nar/gki206.PubMedView ArticleGoogle Scholar
- Rojas CM, Ham JH, Deng WL, Doyle JJ, Collmer A: HecA, a member of a class of adhesins produced by diverse pathogenic bacteria, contributes to the attachment, aggregation, epidermal cell killing, and virulence phenotypes of Erwinia chrysanthemi EC16 on Nicotiana clevelandii seedlings. Proc Natl Acad Sci USA. 2002, 99 (20): 13142-13147. 10.1073/pnas.202358699.PubMedView ArticleGoogle Scholar
- Mew TW, Vera Cruz CM, Medalla ES: Changes in race frequency of Xanthomonas oryzae pv. oryzae in response to rice cultivars planted in the Philippines. Plant Dis. 1992, 76: 1029-1032.View ArticleGoogle Scholar
- Adhikari TB, Cruz CMV, Zhang Q, Nelson RJ, Skinner DZ, Mew TW, Leach JE, Vera Cruz CM: Genetic diversity of Xanthomonas oryzae pv. oryzae in Asia. Appl Environ Microbiol. 1995, 61 (3): 966-971.PubMedGoogle Scholar
- Iyer AS, McCouch SR: The rice bacterial blight resistance gene xa5 encodes a novel form of disease resistance. Mol Plant Microbe Interact. 2004, 17 (12): 1348-1354. 10.1094/MPMI.2004.17.12.1348.PubMedView ArticleGoogle Scholar
- Chu Z, Yuan M, Yao J, Ge X, Yuan B, Xu C, Li X, Fu B, Li Z, Bennetzen JL: Promoter mutations of an essential gene for pollen development result in disease resistance in rice. Genes & development. 2006, 20 (10): 1250-1255. 10.1101/gad.1416306.View ArticleGoogle Scholar
- Gu K, Yang B, Tian D, Wu L, Wang D, Sreekala C, Yang F, Chu Z, Wang G-L, White FF: R gene expression induced by a type-III effector triggers disease resistance in rice. Nature. 2005, 435 (7045): 1122-1125. 10.1038/nature03630.PubMedView ArticleGoogle Scholar
- Song WY, Wang GL, Chen LL, Kim HS, Pi LY, Holsten T, Gardner J, Wang B, Zhai WX, Zhu LH: A receptor kinase-like protein encoded by the rice disease resistance gene, Xa21. Science. 1995, 270 (5243): 1804-1806. 10.1126/science.270.5243.1804.PubMedView ArticleGoogle Scholar
- Lobry JR: Asymmetric substitution patterns in the two DNA strands of bacteria. Mol Biol Evol. 1996, 13 (5): 660-665.PubMedView ArticleGoogle Scholar
- Darling AC, Mau B, Blattner FR, Perna NT: Mauve: multiple alignment of conserved genomic sequence with rearrangements. Genome Res. 2004, 14 (7): 1394-1403. 10.1101/gr.2289704.PubMedView ArticleGoogle Scholar
- Monteiro-Vitorello CB, de Oliveira MC, Zerillo MM, Varani AM, Civerolo E, Van Sluys MA: Xylella and Xanthomonas Mobil'omics. Omics. 2005, 9 (2): 146-159. 10.1089/omi.2005.9.146.PubMedView ArticleGoogle Scholar
- Siguier P, Perochon J, Lestrade L, Mahillon J, Chandler M: ISfinder: the reference centre for bacterial insertion sequences. Nucleic Acids Res. 2006, D32-36. 10.1093/nar/gkj014. 34 Database
- Adhikari TB, Mew TW, Leach JE: Genotypic and pathotypic diversity in Xanthomonas oryzae pv. oryzae in Nepal. Phytopathology. 1999, 89 (8): 687-694. 10.1094/PHYTO.1922.214.171.1247.PubMedView ArticleGoogle Scholar
- Schatz MC, Phillippy AM, Shneiderman B, Salzberg SL: Hawkeye: an interactive visual analytics tool for genome assemblies. Genome Biol. 2007, 8 (3): R34-10.1186/gb-2007-8-3-r34.PubMedView ArticleGoogle Scholar
- Bonas U, Stall RE, Staskawicz B: Genetic and structural characterization of the avirulence gene avrBs3 from Xanthomonas campestris pv. vesicatoria. Mol Gen Genet. 1989, 218 (1): 127-136. 10.1007/BF00330575.PubMedView ArticleGoogle Scholar
- Swarup S, De Feyter RD, Brlansky R, Gabriel DW: A pathogenicity locus from Xanthomonas citri enables strains from several pathovars of X. campestris to elicit canker-like lesions on citrus. Phytopathology. 1991, 81: 802-809. 10.1094/Phyto-81-802.View ArticleGoogle Scholar
- Hopkins CM, White FF, Choi SH, Guo A, Leach JE: Identification of a family of avirulence genes from Xanthomonas oryzae pv. oryzae. Mol Plant Microbe Interact. 1992, 5 (6): 451-459.PubMedView ArticleGoogle Scholar
- Schornack S, Meyer A, Romer P, Jordan T, Lahaye T: Gene-for-gene-mediated recognition of nuclear-targeted AvrBs3-like bacterial effector proteins. J Plant Physiol. 2006, 163 (3): 256-272. 10.1016/j.jplph.2005.12.001.PubMedView ArticleGoogle Scholar
- Kay S, Boch J, Bonas U: Characterization of AvrBs3-like effectors from a Brassicaceae pathogen reveals virulence and avirulence activities and a protein with a novel repeat architecture. Mol Plant Microbe Interact. 2005, 18 (8): 838-848. 10.1094/MPMI-18-0838.PubMedView ArticleGoogle Scholar
- Yang B, Sugio A, White FF: Os8N3 is a host disease-susceptibility gene for bacterial blight of rice. Proc Natl Acad Sci USA. 2006, 103 (27): 10503-10508. 10.1073/pnas.0604088103.PubMedView ArticleGoogle Scholar
- Yang B, White FF: Diverse members of the AvrBs3/PthA family of type III effectors are major virulence determinants in bacterial blight disease of rice. Mol Plant Microbe Interact. 2004, 17 (11): 1192-1200. 10.1094/MPMI.2004.17.11.1192.PubMedView ArticleGoogle Scholar
- Gu K, Tian D, Yang F, Wu L, Sreekala C, Wang D, Wang GL, Yin Z: High-resolution genetic mapping of Xa27(t), a new bacterial blight resistance gene in rice, Oryza sativa L. Theor Appl Genet. 2004, 108 (5): 800-807. 10.1007/s00122-003-1491-x.PubMedView ArticleGoogle Scholar
- Sugio A, Yang B, Zhu T, White FF: Two type III effector genes of Xanthomonas oryzae pv. oryzae control the induction of the host genes OsTFIIA gamma 1 and OsTFX1 during bacterial blight of rice sdfsdf. Proc Natl Acad Sci USA. 2007, 104 (25): 10720-10725. 10.1073/pnas.0701742104.PubMedView ArticleGoogle Scholar
- Eisen JA, Heidelberg JF, White O, Salzberg SL: Evidence for symmetric chromosomal inversions around the replication origin in bacteria. Genome Biol. 2000, 1 (6): research 11.01-09. 10.1186/gb-2000-1-6-research0011.View ArticleGoogle Scholar
- Haft DH, Selengut J, Mongodin EF, Nelson KE: A guild of 45 CRISPR-associated (Cas) protein families and multiple CRISPR/Cas subtypes exist in prokaryotic genomes. PLoS Comput Biol. 2005, 1 (6): e60-10.1371/journal.pcbi.0010060.PubMedView ArticleGoogle Scholar
- Bolotin A, Quinquis B, Sorokin A, Ehrlich SD: Clustered regularly interspaced short palindrome repeats (CRISPRs) have spacers of extrachromosomal origin. Microbiology. 2005, 151 (Pt 8): 2551-2561. 10.1099/mic.0.28048-0.PubMedView ArticleGoogle Scholar
- Barrangou R, Fremaux C, Deveau H, Richards M, Boyaval P, Moineau S, Romero DA, Horvath P: CRISPR provides acquired resistance against viruses in prokaryotes. Science. 2007, 315 (5819): 1709-1712. 10.1126/science.1138140.PubMedView ArticleGoogle Scholar
- Heidelberg JF, Eisen JA, Nelson WC, Clayton RA, Gwinn ML, Dodson RJ, Haft DH, Hickey EK, Peterson JD, Umayam L: DNA sequence of both chromosomes of the cholera pathogen Vibrio cholerae. Nature. 2000, 406 (6795): 477-483. 10.1038/35020000.PubMedView ArticleGoogle Scholar
- Holden MT, Titball RW, Peacock SJ, Cerdeno-Tarraga AM, Atkins T, Crossman LC, Pitt T, Churcher C, Mungall K, Bentley SD: Genomic plasticity of the causative agent of melioidosis, Burkholderia pseudomallei. Proc Natl Acad Sci USA. 2004, 101 (39): 14240-14245. 10.1073/pnas.0403302101.PubMedView ArticleGoogle Scholar
- Kellis M, Patterson N, Endrizzi M, Birren B, Lander ES: Sequencing and comparison of yeast species to identify genes and regulatory elements. Nature. 2003, 423 (6937): 241-254. 10.1038/nature01644.PubMedView ArticleGoogle Scholar
- Noda T, Horino O, Ohuchi A: Variability of pathogenicity in races of Xanthomonas campestris pv. oryzae in Japan. Jpn Agric Res Q. 1990, 23 (3): 182-189.Google Scholar
- Pandey MP, Singh H, Singh RA, Mani SC, Das B, Singh JP: Breakdown of varietal resistance to bacterial blight (BB) at Pantnagar, India. Int Rice Res Newsl. 1987, 12 (2): 16-17.Google Scholar
- Wu SZ, Xu XM, Liu JM: Comparative studies on pathogenic reactions of isolates of Xanthomonas campestris pv. oryzae of Southeast Asia and South China on the Chinese differential hosts. Acta Phytopathol Sin. 1983, 13 (4): 21-26.Google Scholar
- Henderson IR, Navarro-Garcia F, Desvaux M, Fernandez RC, Ala'Aldeen D: Type V protein secretion pathway: the autotransporter story. Microbiol Mol Biol Rev. 2004, 68 (4): 692-744. 10.1128/MMBR.68.4.692-744.2004.PubMedView ArticleGoogle Scholar
- da Silva AC, Ferro JA, Reinach FC, Farah CS, Furlan LR, Quaggio RB, Monteiro-Vitorello CB, Van Sluys MA, Almeida NF, Alves LM: Comparison of the genomes of two Xanthomonas pathogens with differing host specificities. Nature. 2002, 417 (6887): 459-463. 10.1038/417459a.PubMedView ArticleGoogle Scholar
- Qian W, Jia Y, Ren SX, He YQ, Feng JX, Lu LF, Sun Q, Ying G, Tang DJ, Tang H: Comparative and functional genomic analyses of the pathogenicity of phytopathogen Xanthomonas campestris pv. campestris. Genome Res. 2005, 15 (6): 757-767. 10.1101/gr.3378705.PubMedView ArticleGoogle Scholar
- Thieme F, Koebnik R, Bekel T, Berger C, Boch J, Buttner D, Caldana C, Gaigalat L, Goesmann A, Kay S: Insights into genome plasticity and pathogenicity of the plant pathogenic bacterium Xanthomonas campestris pv. vesicatoria revealed by the complete genome sequence. J Bacteriol. 2005, 187 (21): 7254-7266. 10.1128/JB.187.21.7254-7266.2005.PubMedView ArticleGoogle Scholar
- De Feyter RD, Yang Y, Gabriel DW: Gene-for-genes interactions between cotton R genes and Xanthomonas campestris pv. malvacearum avr genes. Mol Plant Microbe Interact. 1993, 6 (2): 225-237.PubMedView ArticleGoogle Scholar
- Gagnevin L, Leach JE, Pruvost O: Genomic variability of the Xanthomonas pathovar mangiferaeindicae, agent of mango bacterial black spot. Appl Environ Microbiol. 1997, 63 (1): 246-253.PubMedGoogle Scholar
- Leach JE, Rhoads ML, Cruz CMV, White FF, Mew TW, Leung H, Vera Cruz CM: Assessment of genetic diversity and population structure of Xanthomonas oryzae pv. oryzae with a repetitive DNA element. Appl Environ Microbiol. 1992, 58 (7): 2188-2195.PubMedGoogle Scholar
- Leach JE, White FF, Rhoads ML, Leung H: A repetitive DNA sequence differentiates Xanthomonas campestris pv. oryzae from other pathovars of X. campestris. Mol Plant Microbe Interact. 1990, 3 (4): 238-246.View ArticleGoogle Scholar
- Nelson RJ, Baraoidan MR, Cruz CM, Yap IV, Leach JE, Mew TW, Leung H: Relationship between phylogeny and pathotype for the bacterial blight pathogen of rice. Appl Environ Microbiol. 1994, 60 (9): 3275-3283.PubMedGoogle Scholar
- Ryba-White M, Notteghem JL, Leach JE: Comparison of Xanthomonas oryzae pv. orzyae strains from Africa, North America, and Asia by restriction fragment length polymorphism analysis. Int Rice Res Notes. 1995, 20: 25-26.Google Scholar
- Ryba-White M, Sakthivel N, Yun C, White F, Leach JE: Identification and characterization of IS1112 and IS1113 insertion element sequences in Xanthomonas oryzae pv. oryzae. DNA Seq. 2005, 16 (1): 75-79.PubMedView ArticleGoogle Scholar
- Choi S, Cruz CMV, Leach JE, Choi SH: Distribution of Xanthomonas oryzae pv. oryzae DNA modification systems in Asia. Appl Environ Microbiol. 1998, 64 (5): 1663-1668.PubMedGoogle Scholar
- Hu J, Zhang Y, Qian W, He C: Avirulence gene and insertion element-based RFLP as well as RAPD markers reveal high levels of genomic polymorphism in the rice pathogen Xanthomonas oryzae pv. oryzae. Syst Appl Microbiol. 2007, 30 (8): 587-600. 10.1016/j.syapm.2007.08.003.PubMedView ArticleGoogle Scholar
- Zhang Q, Leach JE, Nelson RJ, Wang CL, Mew TW: Preliminary analysis of the population structure of Xanthomonas oryzae pv. oryzae in China. Chin J Rice Sci. 1995, 9 (1): 7-14.Google Scholar
- Ardales EY, Leung H, Vera-Cruz CM, Mew TW, Leach JE, Nelson RJ: Hierarchical analysis of spatial variation of the rice bacterial blight pathogen across diverse agroecosystems in the Philippines. Phytopathology. 1996, 86 (3): 241-252. 10.1094/Phyto-86-241.View ArticleGoogle Scholar
- Kaku H, Hirayae K, Ochiai H, Kanematsu S, Noda T, Tsuchiya K, Hibi T: Comparative RFLP profiles among representative strains of Japanese races of Xanthomonas oryzae pv. oryzae using the repetitive DNA probe pJEL101. Ann Phytopathol Soc Jpn. 1996, 62 (1): 53-56.View ArticleGoogle Scholar
- Vera Cruz CM, Ardales EY, Skinner DZ, Talag J, Nelson RJ, Louws FJ, Leung H, Mew TW, Leach JE: Measurement of haplotypic variation in Xanthomonas oryzae pv. oryzae within a single field by rep-PCR and RFLP analyses. Phytopathology. 1996, 86 (12): 1352-1359.Google Scholar
- Gonzalez C, Szurek B, Manceau C, Mathieu T, Sere Y, Verdier V: Molecular and pathotypic characterization of new Xanthomonas oryzae strains from West Africa. Mol Plant Microbe Interact. 2007, 20 (5): 534-546. 10.1094/MPMI-20-5-0534.PubMedView ArticleGoogle Scholar
- Sambrook J, Fritsch EF, Maniatis T: Molecular cloning: A laboratory manual. 1989, Cold Spring Harbor, NY: Cold Spring Laboratory Press, 2Google Scholar
- Sanger F, Nicklen S, Coulson AR: DNA sequencing with chain-terminating inhibitors. Proc Natl Acad Sci USA. 1977, 74 (12): 5463-5467. 10.1073/pnas.74.12.5463.PubMedView ArticleGoogle Scholar
- Myers EW, Sutton GG, Delcher AL, Dew IM, Fasulo DP, Flanigan MJ, Kravitz SA, Mobarry CM, Reinert KH, Remington KA: A whole-genome assembly of Drosophila. Science. 2000, 287 (5461): 2196-2204. 10.1126/science.287.5461.2196.PubMedView ArticleGoogle Scholar
- Delcher AL, Bratke KA, Powers EC, Salzberg SL: Identifying bacterial genes and endosymbiont DNA with Glimmer. Bioinformatics. 2007, 23 (6): 673-679. 10.1093/bioinformatics/btm009.PubMedView ArticleGoogle Scholar
- Delcher AL, Harmon D, Kasif S, White O, Salzberg SL: Improved microbial gene identification with GLIMMER. Nucleic Acids Res. 1999, 27 (23): 4636-4641. 10.1093/nar/27.23.4636.PubMedView ArticleGoogle Scholar
- Kingsford CL, Ayanbule K, Salzberg SL: Rapid, accurate, computational discovery of Rho-independent transcription terminators illuminates their relationship to DNA uptake. Genome Biol. 2007, 8 (2): R22-10.1186/gb-2007-8-2-r22.PubMedView ArticleGoogle Scholar
- Lowe TM, Eddy SR: tRNAscan-SE: a program for improved detection of transfer RNA genes in genomic sequence. Nucleic Acids Res. 1997, 25 (5): 955-964. 10.1093/nar/25.5.955.PubMedView ArticleGoogle Scholar
- Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ: Basic local alignment search tool. J Mol Biol. 1990, 215: 403-410.PubMedView ArticleGoogle Scholar
- Ward N, Larsen E, Sakwa J, Bruseth L, Khouri H, Durkin AS, Dimitrov G, Jiang L, Scanlan D, Kang KH: Genomic Insights into Methanotrophy: The Complete Genome Sequence of Methylococcus capsulatus (Bath). PLoS Biol. 2004, 2 (10): E303-10.1371/journal.pbio.0020303.PubMedView ArticleGoogle Scholar
- Manatee: Manatee. [http://manatee.sourceforge.net]
- Salzberg SL, Salzberg AJ, Kerlavage AR, Tomb JF: Skewed oligomers and origins of replication. Gene. 1998, 217 (1–2): 57-67. 10.1016/S0378-1119(98)00374-6.PubMedView ArticleGoogle Scholar
- Kurtz S, Phillippy A, Delcher AL, Smoot M, Shumway M, Antonescu C, Salzberg SL: Versatile and open software for comparing large genomes. Genome Biol. 2004, 5 (2): R12-10.1186/gb-2004-5-2-r12.PubMedView ArticleGoogle Scholar
- The NCBI Trace Archive: The NCBI Trace Archive. [http://www.ncbi.nih.gov/Traces]
- Salzberg SL, Church D, DiCuccio M, Yaschenko E, Ostell J: The genome Assembly Archive: a new public resource. PLoS Biol. 2004, 2 (9): E285-10.1371/journal.pbio.0020285.PubMedView ArticleGoogle Scholar
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