Abstract
The Ralstonia solanacearum species complex includes R. solanacearum, R. syzygii, and the Blood Disease Bacterium (BDB). All colonize plant xylem vessels and cause wilt diseases, but with significant biological differences. R. solanacearum is a soilborne bacterium that infects the roots of a broad range of plants. R. syzygii causes Sumatra disease of clove trees and is actively transmitted by cercopoid insects. BDB is also pathogenic to a single host, banana, and is transmitted by pollinating insects. Sequencing and DNA-DNA hybridization studies indicated that despite their phenotypic differences, these three plant pathogens are actually very closely related, falling into the Phylotype IV subgroup of the R. solanacearum species complex. To better understand the relationships among these bacteria, we sequenced and annotated the genomes of R. syzygii strain R24 and BDB strain R229. These genomes were compared to strain PSI07, a closely related Phylotype IV tomato isolate of R. solanacearum, and to five additional R. solanacearum genomes. Whole-genome comparisons confirmed previous phylogenetic results: the three phylotype IV strains share more and larger syntenic regions with each other than with other R. solanacearum strains. Furthermore, the genetic distances between strains, assessed by an in-silico equivalent of DNA-DNA hybridization, unambiguously showed that phylotype IV strains of BDB, R. syzygii and R. solanacearum form one genomic species. Based on these comprehensive data we propose a revision of the taxonomy of the R. solanacearum species complex. The BDB and R. syzygii genomes encoded no obvious unique metabolic capacities and contained no evidence of horizontal gene transfer from bacteria occupying similar niches. Genes specific to R. syzygii and BDB were almost all of unknown function or extrachromosomal origin. Thus, the pathogenic life-styles of these organisms are more probably due to ecological adaptation and genomic convergence during vertical evolution than to the acquisition of DNA by horizontal transfer.
Introduction
The Ralstonia solanacearum species complex consists of four phylogenetically distinct major lineages, named phylotypes [1]. Each phylotype contains strains primarily isolated from specific geographic areas: phylotype I strains are from Asia; phylotype II are from the Americas; phylotype III are from Africa; and phylotype IV are from Indonesia, Japan, Australia, and the Philippines. Comparative Genomic Hybridization (CGH) microarrays and whole genome sequence comparisons have confirmed the robustness of this classification scheme [2], [3]. The phylotype system synthesizes the extraordinary degree of heterogeneity found within this group of wilt-causing plant pathogens, and supports Hayward's suggestion that the evolutionary origins of R. solanacearum predated the geological separation of the continents [4]. Using 16S rRNA gene sequences, Taghavi et al. [5] showed that the banana Blood Disease Bacterium (BDB) and Ralstonia syzygii (formerly known as Pseudomonas syzygii) are very closely related to R. solanacearum. Within the R. solanacearum group, BDB and R. syzygii are most similar to the R. solanacearum strains from Indonesia, and thus belong to phylotype IV [6]. The four phylotypes encompass three different species, thereby justifying the use of the term “species complex”, defined as a cluster of closely related isolates whose individual members may represent more than one species [7].
BDB, the causative agent of blood disease, a widespread and severe wilt disease of banana and plantain in Indonesia [8], was originally named Pseudomonas celebensis [9]. However, the original culture deposited as the type strain of P. celebensis no longer exists so the name is taxonomically invalid [10]. The symptoms of blood disease are similar to those induced by R. solanacearum strains that cause the Moko disease of banana, which originated in Central America (phylotypes IIA-6, IIB-3, and IIB-4, historically known as Race 2). However, unlike Moko disease causing strains, BDB is not pathogenic to Heliconia spp. in the wild, nor to solanaceous hosts following artificial inoculation [11]. Infection of banana mats by BDB may originate from contaminated soil or water, but epidemics are usually due to nonspecific mechanical transmission by insects visiting banana flowers [12]. Blood disease symptoms include yellowing and wilting of the mature leaves, vascular discoloration, bacterial ooze, and the eponymous typical reddish-brown fruit rot characteristic of this disease [13].
R. syzygii causes Sumatra disease of cloves and has been responsible for the widespread death of clove trees in Sumatra and Western Java [14]. External symptoms of Sumatra disease develop after a long incubation period (>200 days), and include yellowing, followed by sudden loss of leaves from the leader tips or from a lateral branch high in the tree crown. In a few months, lower branches are affected, leading eventually to the death of the tree [15]. R. syzygii multiplies in the xylem vessels of clove trees and in its vector, xylem-feeding Hindola spittlebugs. These tube-building cercopoid insects actively and specifically transmit R. syzygii to healthy clove trees [16], [17].
Despite the close phylogenetic relationship among strains of R. solanacearum, BDB and R. syzygii in phylotype IV, their lifestyles are remarkably different. R. solanacearum is a highly heterogeneous species with a broad host range that spans monocots such as banana and ginger, and dicots including many solanaceous plants. The pathogen is typically soilborne, with the exception of a subset of phylotype II banana strains that can be nonspecifically transmitted by pollinating insects. R. solanacearum usually enters host roots through wounds or natural openings, and aggressively colonizes the xylem vessels, spreading through the plant and reaching population densities as high as 1010 CFU/ml xylem fluid [18]. Bacterial wilt disease symptoms include stunting and chlorosis; rapid, often unilateral wilting of leaves or stems; vascular browning, and often death. The previously-sequenced phylotype IV R. solanacearum strain, PSI07, was isolated from a wilting tomato and causes typical bacterial wilt symptoms [6].
To date, the genomes of seven R. solanacearum strains have been sequenced, representing considerable diversity and all four phylotypes in the species complex [3], [19], [20], [21]. However, most of these strains have similar lifestyles: they are soilborne with relatively broad host ranges, and all but two were originally isolated from tomato plants. To understand the striking biological differences among strains in phylotype IV, we sequenced and annotated the genomes of a BDB strain, R229, and a R. syzygii strain, R24. We used a comparative genomic analysis approach drawing on previously-published R. solanacearum genome sequences, with particular attention to phylotype IV tomato strain PSI07, but also considering distant bacteria sharing the same life-style. Our goal was to correlate genomic features of the three species with their distinct host ranges, symptomatology, and modes of transmission, and confirm the phylogenetic relationships among them.
Our comparative analyses offer additional evidence supporting division of the R. solanacearum species complex into three different species, as previously proposed [3].
Results and Discussion
Main features of the newly sequenced genomes
The genomes of BDB and R. syzygii share many characteristics with the seven previously sequenced R. solanacearum genomes, including a two-replicon genome structure consisting of a chromosome and a megaplasmid. Further, the guanine plus cytosine content, the single rRNA operon, and the number of tRNA genes are also quite similar in the three phylotype IV genomes (Table 1). Additional data on genome characteristics, including those of strains GMI1000, Molk2, IPO1609, CFBP2957 and CMR15, are provided in Table S1.
Table 1. Main genome features of strains from phylotype IV of the R. solanacearum species complex.
Origin | Chr. length | Mpl. length | GC% | #CDS | rRNA op | tRNA | Ref. genome | |
R.solanacearum PSI07 | Indonesia | 3,508,632 | 2,084,845 | 66.3% | 5247 | 1 | 49 | [3] |
BDB strain R229 | Indonesia | 3,574,388 | 1,584,610 | 66.5% | 4629 | 1 | 45 | This study |
R. syzygii R24 | Indonesia | 3,680,625 | 1,743,366 | 65.9% | 4867 | 2 | 50 | This study |
(Origin = geographical origin, Chr. = chromosome, Mpl. = Megaplamsid, GC% = Guanine and cytosine content, #CDS = number of coding sequences, rRNA op = number of rRNA operons, tRNA = number of tRNA genes).
In terms of length, the chromosomes of BDB and R. syzygii are slightly larger than the chromosome of PSI07, but resemble the chromosome lengths reported for other R. solanacearum strains, which average 3.6 Mb (See [3]). On the other hand, the megaplasmids of R. syzygii and especially BDB are significantly smaller than those of PSI07 and other R. solanacearum strains. Thus, the total genome of BDB is the smallest yet sequenced within the species complex; the relatively small size of the megaplasmid in several strains of BDB and R syzygii strains was previously observed using pulsed field gel electrophoresis analysis (P. Prior, M. C. Lee and M. Fegan, unpublished data). Reductive evolution is common in obligate parasites and endosymbionts [22], [23], and is often due to gene deletion or decay [24], [25]. The reduced size of the megaplasmids in BDB and R. syzygii could be a consequence of their narrow host range and specialized life-style.
On the chromosome, which is the more conserved of the two replicons, only 70% of the CDS belonging to PSI07 were in synteny with the BDB genome, but 86% of PSI07 CDS were syntenic with the R. syzygii genome (see Figure 1A and Table S2A). In comparison, the degree of chromosomal synteny between PSI07 and the other sequenced R. solanacearum strains was between 80 and 85% of the chromosome [3]. On the megaplasmid (Figure 1B and Table S2A), this difference is amplified since only 40% of the CDS on the PSI07 megaplasmid were syntenic with the BDB megaplasmid. Synteny between megaplasmids of PSI07 and other R. solanacearum strains varies between 65 and 70%. This genome structure result is in conflict with the nearly identical endoglucanase (egl) gene sequences that placed BDB and PSI07 together in the same sequevar [6]. Large pieces of the PSI07 chromosomal sequence are found in the megaplasmid of BDB, and vice versa (Table S2B). This large-scale rearrangement was not observed in any previously sequenced strains in the species complex, and further experimental validation is required to confirm the in-silico assembly. When synteny is analyzed on the genome as a whole, PSI07 and BDB are the most syntenic strains in the species complex. Thus, the lack of synteny between these two strains when analyzing each replicon separately seems to be due to a recent large rearrangement between replicons in BDB R229, and not to an ancient divergence.
With respect to R. syzygii, the high number of CDS in synteny and the high average number of CDS per syntenic region confirmed this group's phylogenetic position in phylotype IV of the species complex. Comparative functional analysis of gene content in BDB and R. syzygii with that of strain PSI07 will help determine why these three closely-related organisms have such different pathogenic behaviors.
Comparative analysis of gene content within phylotype IV strains of the species complex
The pan-genome of the R. solanacearum species complex is defined as the set of genes present in the collective genomes of the group of organisms [3]. Sequencing BDB and R. syzygii adds many new genes to this known pan-genome (Figure 2). Among the 606 newly detected CDS in R. syzygii, 86% encoded putative proteins of unknown function, 0.7% encoded apparent phage proteins and 2.2% encoded transposases. Only 393 new CDS were detected in the genome sequence of BDB, of which 76% encoded proteins of unknown function, 18% encoded phage proteins and 3.7% encoded transposases. Previous comparative genomic analyses have detected two particular features within the genome of PSI07: a small plasmid, pRSI13, and the rhi operon, encoding the anti-mitotic rhizoxin toxin [3]. pRSI13 is absent from BDB and R. syzygii, suggesting that this plasmid was recently acquired by PSI07. However, the rhizoxin operon was detected in BDB and has also been found in the phylotype II R. solanacearum strain CFBP2957 [3]. The presence of the rhi operon in such phylogenetically distinct lineages suggests that it may have been introduced into a common ancestor of phylotype II and phylotype IV by horizontal gene transfer. Strains in phylotype IIB and R. syzygii may have lost the region during the course of evolution. The genomes of more strains belonging to phylotypes IV and II need to be investigated in order to understand the history of the rhi operon in the descent of R. solanacearum. Functional analysis of the fitness and relative competitiveness of a rhi- strain may identify the biological role of the toxin.
Figure 3 shows the location of specific genes and genomic islands present on the chromosomes and the megaplasmids of PSI07, R. syzygii and BDB, with each strain compared to the other two. Genomic islands are parts of genomes that display evidence of horizontal acquisition. They have a minimal length of 5 kb and contain CDSs with no Bi-directional Best Hit, and no synteny with genomes of related organisms. Genes were assigned as being of extrachromosomal origin (phages, transposons, etc.), transcriptional regulators, type III effectors (T3E) and proteins of unknown function. In all three genomes, the density of genomic islands is two-fold greater on the megaplasmids compared with the chromosomes, which is consistent with previously studied genomes of other R. solanacearum strains [3]. Similarly, greater than 60% of the strain-specific genes in strain PSI07 are located on the megaplasmid (Figure 3A). However, these genes are not always members of a genomic island. Almost 800 genes present in PSI07 are not found in BDB. Similarly, 500 genes present in PSI07 are absent from both strains. In each of the phylotype IV genomes, a majority of strain-specific genes encode for proteins of unknown function (62% of strain-specific genes code for proteins of unknown function in the genomes of PSI07 and BDB). R. syzygii strain R24 has a higher number of strain-specific genes than BDB and PSI07 (Figure 3C), with almost 70% encoding proteins of unknown function.
Compared to PSI07, BDB (Figure 3B) has a relatively smaller number of strain-specific genes (i.e. only 680 BDB genes have no orthologs in the PSI07 genome). Most of them encode proteins of unknown function (65%) or proteins of phage and transposon origin (26%). In contrast, less than 8% of R. syzygii-specific genes are from phage or transposon origin. The BDB genome appears to have been remarkably porous, carrying much more unique genetic information from phages than R. syzygii or any sequenced R. solanacearum genome. Horizontal gene transfer mediated by prophage is known to be an important mechanism for bacterial genome evolution by mediating the acquisition and loss of ordered genes. In general, the gain of genetic material is ephemeral because such genes are easily lost by prophage genome decay or excision [26], but given the density of apparently horizontally-transferred genetic material in the BDB genome, this mechanism may have significantly shaped the pathogen, particularly with respect to adaptation to environmental constraints and host specificity [27]. Furthermore, insertion of a phage or any mobile genetic elements (e.g. insertion sequences) can also have a localized impact by inactivating individual genes or operons. Despite this unusually large amount of phage DNA material compared with the genomes of other strains in the species complex, BDB has a smaller genome than other sequenced representatives. Therefore it appears that BDB has lost many genes during descent from the common ancestor in comparison to other R. solanacearum strains. It is possible that this represents the first step of genome decay, which has been observed in many other pathogens [28] and may result in specialization on a particular host. As an example, the fastidious xylem-limited bacterium X. fastidiosa has experienced a genome reduction in comparison to other Xanthomonadaceae with which it shares a common ancestor [29]. Song et al. [30] have observed a similar type of evolution in the early stage of genome-evolution in Burkholderia mallei, where large rearrangements and deletions are associated with a high number of mobile elements.
Like many pathogenic bacteria, R. solanacearum uses a type III secretion system (T3SS) to deliver effector proteins, which manipulate the host physiology to increase pathogen success. R. solanacearum mutants lacking this secretion system are dramatically reduced in virulence [31], [32], [33]. Loss of individual effectors generally has little or no effect on virulence, but in the repertoire of T3 effectors of each strain is believed to shape host range and determine aggressiveness of the strain. The T3SS is apparently intact in BDB and R. syzygii, and the overall numbers of putative T3 effectors and transcription regulators are similar in PSI07 and BDB. However, the repertoire of T3 effectors is quite distinct in each strain: among the 65 known effectors or putative effectors in PSI07 [3], 13 were absent from R. syzygii, but only 4 are absent from BDB (Table S3). Because these T3 effectors play key biological roles in triggering host recognition and suppressing host defenses, the loss of T3 effectors may be critical evolutionary events that could explain the adaptation to insect transmission and narrow host specificity of BDB and R. syzygii.
R. solanacearum species complex strains vary in their capacity for dissimilatory nitrate metabolism (NO3 → NO2 → NO → N2O → N2). Hayward found that phylotypes I and III strains can use nitrate anaerobically as a terminal electron acceptor [34]. Consistent with this physiological result, the genome of the phylotype I strain GMI1000 encodes a full dissimilatory pathway and genes in this pathway are highly expressed when the bacterium is growing in tomato plants [19][Jacobs, Babujee, Meng and Allen, unpublished results]. Furthermore, for anaerobic growth in culture and for full virulence on tomato, R. solanacearum strain GMI1000 requires a functional nitrous oxide reductase (NosZ), which catalyzes the last step in this pathway by reducing nitrous oxide to nitrogen gas [Gonzalez, Dalsing, Jacobs and Allen, unpublished results]. In contrast, the tested phylotype II and IV strains can only perform micro-aerobic respiration by reducing nitrate to nitrous oxide [34]. This is likely because the nosZ gene is notably absent from the genomes of phylotype II strains UW551, IPO1609, and Molk2 and from phylotype IV strain PSI07 [3], [20]. However, neither BDB nor R. syzygii have the nitrate reductase genes that encode the first step in the dissimilatory pathway (narG, narI, and narJ), even though these genes are present in all other R. solanacearum species complex strains sequenced to date (Table S4 [35]). The apparent complete absence of dissimilatory nitrate metabolism may explain why both BDB and R. syzygii are fastidious and slow-growing in culture. It remains to be determined, however, how these two successful pathogens effectively colonize plant vasculature without a core metabolic pathway that is conserved in all the members of the species complex and could enable respiration in the hypoxic xylem vessels. We speculate that some conditions in their specific environment or hosts render this capacity superfluous. It should be noted that all three phylotype IV strains, along with all other species complex strains sequenced to date, produce a high-affinity cbb3-type cytochrome c oxidase encoded by the ccoN operon; this oxidase is required for growth under low-oxygen conditions and for full bacterial wilt virulence [36].
Both BDB and R. syzygii lack swimming motility [37], [38], so it is unsurprising that flagellar protein genes like fliC and fliT are absent from their genomes (Table S3). However, both strains have retained the energy taxis sensor Aer2. Possibly this protein, which senses cellular metabolic status and is required for aerotaxis and full virulence in the motile phylotype II strain K60 [39], has been modified in BDB and R. syzygii to transmit information about the cell's energy level to a different signaling pathway.
Toxin efflux pumps, which enable bacteria to excrete antibiotics and plant antimicrobial phytoalexins, are highly expressed by R. solanacearum during tomato pathogenesis and at least two are required for growth in the presence of diverse toxins and for full bacterial wilt virulence [40], [41]. However, genes for two toxin efflux pumps, AcrF and MexD, are absent from all three phylotype IV genomes (Table S3). A third, DinF, is present only in PSI07. Minimal inhibitory concentration (MIC) experiments could determine if the toxin-resistance profiles of these strains differ from those of R. solanacearum strains with a larger palette of toxin efflux pump genes. For examples, the DinF toxin efflux pump confers significant tolerance for the solanaceaous phytoalexins esculetin and tomatine [41]. If the absence of DinF reduces the ability of BDB and R. syzygii to tolerate specific plant-produced antimicrobials, this could help explain their narrow host range.
In the same way that GMI1000, the first sequenced strain of R. solanacearum, was not representative of the diversity in the species complex, we can anticipate that BDB R229 and R. syzygii R24 genomes may not be representative of these groups. In fact, very little is known about the genetic or phenotypic diversity of these bacteria at the isolate level. According to endoglucanase gene sequencing and Pulsed Field Gel electrophoresis, there appears to be little diversity among isolates of BDB [42] but there is a greater diversity among isolates of R. syzygii (M. Fegan, personal communication).
Comparative analysis with bacteria sharing the same life-style
Comparative genome analysis between BDB and R. syzygii and their closest relatives offers no obvious explanation for their particular life-styles. However, bacteria in the R. solanacearum species complex can acquire large amount of exogenous DNA relatively easily [43], [44]. Thus, DNA obtained by horizontal gene transfer from more distant relatives with similar life-styles, could help explain the unique pathogenic traits of these strains. Comparative genomic analysis with these organisms may provide some answers to this question.
Insect transmission: Ralstonia syzygii and Xylella fastidiosa. Both R. syzygii and Xylella fastidiosa are fastidious xylem limited bacteria (XLB). They are both endophytic bacterial parasites that live exclusively in plant xylem cells or tracheary elements [16]. These microorganisms also both move between host plants by multiplying in sucking insects that feed on xylem fluid. X. fastidiosa was the first plant pathogen to be sequenced [45] and its pathogenic traits are better understood than those of R. syzygii. Proteins involved in bacterial adhesion, such as adhesins and hemagglutinins, play an important role in the development of X. fastidiosa plant pathogenicity as well as in the bacterium's ability to persist and multiply in its insect vector [46], [47], [48]. A search for genomic regions that are present in both R. syzygii and the seven available X. fastidiosa genomes, but absent from R. solanacearum genomes revealed 11 genes, one of which encodes an uncharacterized putative hemagglutinin-like protein. It is unlikely that this gene was horizontally transferred between R. syzygii and X. fastidiosa since it is not involved in a synteny group. However, it is noteworthy that the genome of R. syzygii encodes substantially more adhesins or hemagglutinins than other R. solanacearum (26 in R. syzygii versus 9 to 15 in other R. solanacearum) (Table S5). Experiments are needed to determine if these putative adhesins are functional, as some were annotated as gene fragments. However, adhesin fragments may retain function as the relevant protein domains can operate independently [49]. Conversely, any change in the amino-acid sequence coding domain that affects the adhesion property might drastically reduce the protein function [50].
Chitin is a major potential carbon source for bacterial growth in insects, therefore it is speculated that chitinases are important in the life-cycle of X. fastidiosa, particularly chiA [51]. No orthologs for the chiA gene were identified in the genome of R. syzygii strain R24. However, R. syzygii encodes two enzymes predicted to degrade chitin: a putative chitinase, and a putative chitin deacetylase. These are also present in other R. solanacearum genomes. Biochemical and mutational analyses could confirm these enzymatic activities and determine their biological roles in the interaction with the insect vector.
Infecting bananas: Blood Disease Bacterium, R. solanacearum Molk 2 and Xanthomonas campestris pv. musacearum. BDB and Moko disease Phylotype II strains of R. solanacearum phylotype II cause similar symptoms on banana and plantain. However, most Moko strains are also pathogenic on tomato (Solanum lycopersicon), unlike BDB. Moko disease-causing strains and BDB are believed to have independently evolved pathogenicity on wild Heliconia species in Central America and wild Musa species in Indonesia, respectively [5], [52]. Among the nine genes uniquely present in both phylotype II banana strain Molk2 [21] and BDB, none have been previously associated with virulence or pathogenicity. Two of them are fragments of putative type III effectors, but complete versions of these effectors are present in other R. solanacearum genomes. It would be useful to see if these truncated T3 effectors can alter host range of other R. solanacearum strains.
Xanthomonas vasicola (formerly known as X. campestris pv. musacearum [53]) recently emerged in East Africa, where it is causing a devastating epidemic of Xanthomonas banana wilt disease [54], [55]. Comparing the genome of X. vasicola to those of closely related Xanthomonads not pathogenic to banana identified major differences in lipopolysaccharide synthesis and type IV pili, but the biological consequences of these changes have yet to be determined [56]. A comparison of the X. vasicola and BDB genomes to those of other R. solanacearum strains identified nine genes that were present only in BDB and X. vasicola (identity ≥40%). None of these genes are involved in a synteny group and all code for proteins of unknown function. This suggests that pathogenicity to banana resulted from independent ecological convergence events in X. vasicola and BDB, rather than from any gene transfer conferring the ability to infect banana. A first step in testing this hypothesis would be functional analysis of the nine “banana-specific” CDS to confirm that they are not required for virulence on Musaceae.
Taxonomy in the species complex and proposal of new species
Based on computation of genomic distances between sequenced R. solanacearum strains, we previously suggested that the R. solanacearum species complex should be restructured into three different species: one containing phylotypes I and III, a second containing phylotype II, and a third containing R. solanacearum strains from phylotype IV [3]. This proposal was further supported by CGH microarray analysis of 51 R. solanacearum strains from all four phylotypes, but the lack of genomic data on non-R. solanacearum phylotype IV strains constrained this idea. Sequencing of BDB and R. syzygii genomes allowed us to integrate data from all described species within the species complex. We used Average Nucleotide Identity (ANI) analyses [57], to supplement previous data [3] and calculated genomic distances between all sequenced genomes in the species complex ( Figure 4). The ANI between the three genomes of phylotype IV strains was above 98%, with ANI between PSI07 and BDB above 99%. The ANI data between other phylotypes were also confirmed. Genome-wide ANI values above 95% are considered equivalent to the 70% DNA-DNA Hybridization (DDH) level historically used to differentiate prokaryote species [57], [58]. According to this widely-accepted standard, our results indicate that phylotype IV R. solanacearum strains, R. syzygii and BDB, which are currently described in the literature as three different species because of their phenotypic differences, belong to a single genomic species.
In the genomic era, the species definition for prokaryotes is still subject to controversy. The most accepted definition is based on the genomic similarity between organisms, and the technique of DNA-DNA hybridization, although it is not easily implemented, remains the principal tool for the determination of a bacterial species. According to the Stackebrandt committee [59], which met in 2002 to re-evaluate the bacterial species definition, “investigators are encouraged to propose new species based upon other genomic methods or techniques provided that they can demonstrate that (…) there is a sufficient degree of congruence between the technique used and DNA–DNA reassociation”. Several techniques were used to estimate the genomic similarity between bacteria in the same taxon, such as CGH microarrays [60], recombination frequency estimation [61], and MLSA [62], but genome sequencing is much more exhaustive and can greatly assist in standardizing taxonomy [57]. Using genome sequencing, Luo et al showed recently [63] that the omics-based methods are wholly suitable replacements for the traditional approach of defining distinctive phenotypes for new species.The Blood Disease Bacterium was initially described by Gäumann [9] as Pseudomonas celebensis, but this name is now invalid. Phylogenic analyses based on 16S rRNA gene sequences clustered BDB in the R. solanacearum species complex. Because the 16S rRNA gene sequences of R. solanacearum and R. syzygii are very similar, De Baere et al. proposed that Pseudomonas syzygii should belong to the genus Ralstonia [64]. In a further analysis based on DNA-DNA hybridization, Vaneechoutte et al. suggested that R. solanacearum and P. syzygii should be two separate species in the same genus, and officially renamed Pseudomonas syzygii as Ralstonia syzygii [65]. However, the R. solanacearum strain used for the DNA-DNA hybridization was the species type strain (K60, syn. LMG2299), which belongs to the phylogenetically distant phylotype IIA. We believe that the work of Vaneechoutte et al. would not have reached the same conclusion if a R. solanacearum phylotype IV strain like PSI07 had been used to represent R. solanacearum. The genomic and phylogenetic data on a large number of R. solanacearum species complex strains ([3] and this study) indicates that strains of R. solanacearum phylotype II, to which R. solanacearum strain K60 belongs, and R. syzygii are clearly two separate species, whereas strains of R. solanacearum phylotype IV and R. syzygii belong to the same genomic species. This conclusion is fully consistent with both overall genomic analyses and ANI comparisons.
Based on concordant results derived from several different technical approaches, the taxonomy of the R. solanacearum species complex should be revised, taking into account the new data from phylotype IV strains. To our knowledge, it is the first example of a species description based on genomics for any plant pathogen. According to the taxonomic rules, strains assigned to phylotype II, which includes the type strain K60T ( = ATCC 11696T = LMG 2299T) [19], should be maintained as R. solanacearum. Strains in phylotypes I and phylotype III form a unique genomic species, which we propose to call Ralstonia sequeirae sp. nov. (se.que.i'ra.e. N.L. masc. gen. n. sequeirae, of Sequeira, named after Luis Sequeira) with the type strain GMI1000. Strains assigned to phylotype IV also constitute a genomic species, so it is proposed to merge this group as R. haywardii sp. nov. (hay.war'di.i. N.L. masc. gen. n. haywardii, of Hayward, named after A. Christopher Hayward) with the type strain PSI07. Because R. haywardii sp. nov. encompasses strains with distinct phenotypes and life-styles, including R. solanacearum, R. syzygii and BDB, it is also proposed that soilborne and broad host range R. solanacearum strains from phylotype IV should be renamed R. haywardii subspecies solanacearum subsp. nov., proposed type strain PSI07 ( = CFBP 7288). We further propose to name the Blood Disease Bacterium that wilts banana in Indonesia as R. haywardii subspecies celebensis subsp. nov., proposed type strain R229 ( = CFBP 3568). Finally, strains of R. syzygii that are insect-transmitted by tube-building Hindola spp. cercopoids, with a host range limited to clove trees (Sumatra disease of clove) should be now called R. haywardii subspecies syzygii subsp. nov., type strain R001T ( = ATCC 49543T = LMG 10661T).
Conclusions
The genomes of the Blood Disease Bacterium and R. syzygii are closely related to R. solanacearum strains from Indonesia, even though these highly host-specific and insect-transmitted strains are phenotypically different from broad host range R. solanacearum strains. Our comparative genomic analysis demonstrated that these specialized organisms, which belong to R. solanacearum phylotype IV, are part of the same genomic species. This reinforces our suggestion that strains in the R. solanacearum species complex should be divided into three genomic species [3].
The primary objective of this work was to investigate the genetic repertoire of these organisms in order to shed light upon the particular life-styles of these highly specialized organisms using comparative analyses of their genome sequence. Our data suggest that neither BDB nor R. syzygii has acquired substantial amounts of DNA by horizontal gene transfer from other bacteria with similar life-styles for which a genome sequence is available. The pathogenic behavior of these organisms, very unusual in the R. solanacearum species complex, may have resulted from ecological adaptation and genomic convergence during vertical evolution. Alternatively, the pathogenic and life-style traits may have been horizontally acquired from uncharacterized microbes. Although the genomes of BDB and R. syzygii are relatively large for bacterial genomes, they represent the shortest genomes within the R. solanacearum species complex. It is possible that this reduction in genome size may be a step in the evolution of these specialized bacteria via genome decay under selective pressures within the host. We present here phylogenic and initial comparative genomic analyses, but the critical questions about the unique biology of these two microorganisms remain to be experimentally addressed. The two genome sequences presented here will be a valuable tool for these subsequent functional studies.
Materials and Methods
Strains & genomic DNA extraction
Both sequenced strains were isolated in Indonesia by S. Eden-Green and maintained in the bacterial collection at Rothamstead Experimental Station (suffix R). The BDB strain R229 was isolated in 1988 as sample T389X from a wilted Musa hybrid banana in South Sulawesi (syn.: CFBP3568, France; RUN62, Reunion Is.; NCPPB3726, UK; UQRS465, Australia). R. syzygii strain R24 (syn.: CFBP6447, RUN88, UQRS466) was isolated from a diseased clove tree (Syzygium aromaticum) in West Java. The BDB strain R229 was assigned to phylotype IV, sequevar 10 (IV-10) together with R. solanacearum strain PSI07 while R. syzygii belongs to phylotype IV, sequevar 9 [11].
Before sequencing, virulence of these strains was confirmed as follows: R. syzygii strain R24 produced minute colonies after 5–7 days incubation at 29°C on modified MPW solid medium [17] containing: casein hydrolysate (7.5 g.L−1), sucrose (2 g.L−1), magnesium sulfate heptahydrate (MgSO4x7H2O; 0.25 g.L−1); potassium hydrogen phosphate (K2HPO4; 0.5 g.L−1), Agar (15 g.L−1), and ferric ammonium citrate (0.25 g.L−1). The BDB strain was cultured on Kelman's triphenyltetrazolium chloride solid medium (TZC) supplemented with 0.5 g yeast extract [66]. Bacterial suspensions in TRIS 10 mM pH 7.1 (7–9, SIGMA-ALDRICH, Saint-Louis, MO) were made from a restreaked culture of one typical colony and adjusted to 108 CFU/mL as determined by measuring the optical density at 0.1 at 650 nm. Because median response time disease after transmission test with natural insect vector was 200 days [17], young clove seedlings (4–5 fully expanded leaves) were mechanically inoculated by cutting the leaves with infested scissors and banana plants were inoculated by pouring 5 ml of suspension on lateral roots that had been severed along one side using a scalpel. Negative control plants were treated with TRIS 10 mM pH 7.1 on banana plants and adjacent clove leaves. Infected plants were placed in environmental growth chambers (Rotoplan; STRADER, Pellouailles les Vignes, France). Banana pants infected with BDB developed typical wilt symptoms 10–15 days after inoculation, with reddish-brown vascular elements. Symptoms developed slowly on inoculated clove leaves (2–3 mm per 15 days), consisted of necrotic tissues with greasy water-soaked tops and yellowish margins. Control banana and clove plants did not develop any symptoms described on infected plants. Both strains were re-isolated from symptomatic plants.
Pure cultures of each strain were grown in Luria Broth liquid medium [67] at 28°C overnight. Genomic DNA was extracted using a DNeasy Blood & Tissue Kit according to the manufacturer's instructions (Qiagen, Hilden, Germany).
Sequencing and assembly
Whole genome sequences of the BDB strain R229 and R. syzygii strain R24 were obtained using next-generation sequencing technologies. For BDB, we first combined 15-fold coverage 454 GSflx (Titanium version, www.roche.com) single reads with around 5-fold coverage of mate-paired 454 GSflx reads. The mate-paired library insert size was ∼3 kb. After assembly with Newbler (www.roche.com) to decrease the number of scaffolds, we added 454 GSflx (Titanium version) reads from a 9-fold coverage mate-paired library (insert size ∼8.5 kb).
The R. syzygii genome was sequenced directly using a mix of 454 GSflx (version Titanium) single reads and reads from a mate-paired library (insert size around 9.5 kb), which generated around 22- and 8-fold coverage, respectively. Newbler was used for the assembly of both genomes and the assembly was validated using the Consed interface [68]. The first step to organize the scaffolds and to close the replicons was to separate those believed to belong to the chromosome or to the megaplasmid molecule. So a comparison between the reference genome Ralstonia solanacearum GMI1000 and BDB or R. syzygii scaffolds more than 5 kb were done using Nucmer software [69]. After identification, the scaffolds were organized by combinatory PCRs. For this technique, oligonucleotides corresponding to scaffold extremities were selected and each primer was combined with all the others for PCR product (except those corresponding to the same scaffold). Of course, only a few results were obtained, corresponding to the correct scaffold orientation. For quality assessment, around 100-fold coverage of 36-bp Illumina reads were mapped onto the whole genome sequence, using SOAP (http://soap.genomics.org.cn), as described in [70]. Table 2 shows the main primary assembly characteristics of the two strains.
Table 2. Primary assembly characteristics for BDB strain R229 and R. syzygii strain R24.
BDB R229 | R. syzygii R24 | |
Number of scaffolds | 29 | 12 |
N50 scaffold size | 3313414 | 1746931 |
Number of scaffolds >5 kb | 5 | 5 |
Number of contigs >500 | 377 | 147 |
N50 contig size | 25657 | 102346 |
Largest contig size | 85825 | 364825 |
Genome annotation
Automatic and expert annotation were made using the Microscope platform [71] with the same protocol as described in Remenant et al. [3]. Manual annotations from previously sequenced genomes of R. solanacearum were used to automatically annotate the BDB and R. syzygii strong orthologs, which were defined as protein sharing 85% identity over at least 80% of the length of the smallest protein. Any regions not automatically annotated were curated manually. Complete and assembled sequence data are publicly available via the MicroScope web interface at http://www.genoscope.cns.fr/agc/microscope/ralstoniascope. Contig sequences and annotation data have also been deposited at EMBL (http://www.ebi.ac.uk): BDB R229 [from FR854059 to FR854085] and R. syzygii R24 [from FR854086 to FR854092].
Comparative genomic analyses
The Average Nucleotide Identity between genomes were calculated according Konstantinidis and Tiedje [57] and then compared with those previously published [3]. Genomic Island identification and synteny group computation were performed using the MicroScope platform [71] as described previously [3].We used the MicroScope “Gene Phyloprofile” tool to identify specific gene sets in PSI07, BDB and R. syzygii, with the following homology constraints: Bidirectional Best Hit, minimal alignment coverage ≥0.8, and amino-acid identity ≥30%. Graphical representation were performed using CGView software [72].
Supporting Information
Acknowledgments
We thank Z. Skalli for the sequence finishing, and K. Konstantinidis for sharing perl scripts for ANI calculation and helpful discussions.
Footnotes
Competing Interests: The authors have declared that no competing interests exist.
Funding: This work was funded by the Fédération Nationale des Producteurs de Plants de Pommes de Terre, Mission-DAR, Grant-7124 of the French Ministry of Food, Agriculture and Fisheries. The European Regional Development Fund of the European Union, Conseil Régional de La Réunion also provided financial support as part of Biorisk programme. This work was supported by the “Agence Nationale de la Recherche” Plates-Formes Technologiques du Vivant MicroScope and the GIS Infrastructures Biologie Sante et Agronomie. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1.Prior P, Fegan M. Recent development in the phylogeny and classification of Ralstonia solanacearum. Acta Hort. 2005;695:127–136. [Google Scholar]
- 2.Guidot A, Prior P, Schoenfeld J, Carrère S, Genin S, et al. Genomic structure and phylogeny of the plant pathogen Ralstonia solanacearum inferred from gene distribution analysis. Journal of bacteriology. 2007;189:377–387. doi: 10.1128/JB.00999-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Remenant B, Coupat-Goutaland B, Guidot A, Cellier G, Wicker E, et al. Genomes of three tomato pathogens within the Ralstonia solanacearum species complex reveal significant evolutionary divergence. BMC Genomics. 2010;11:379. doi: 10.1186/1471-2164-11-379. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Hayward AC. Biology and epidemiology of bacterial wilt caused by Pseudomonas solanacearum. Annual Review of Phytopathology. 1991;29:67–87. doi: 10.1146/annurev.py.29.090191.000433. [DOI] [PubMed] [Google Scholar]
- 5.Taghavi M, Hayward C, Sly LI, Fegan M. Analysis of the phylogenetic relationships of strains of Burkholderia solanacearum, Pseudomonas syzygii, and the blood disease bacterium of banana based on 16S rRNA gene sequences. Int J Syst Bacteriol. 1996;46:10–15. doi: 10.1099/00207713-46-1-10. [DOI] [PubMed] [Google Scholar]
- 6.Fegan M, Prior P. How complex is the Ralstonia solanacearum species complex? In: Allen C, Prior P, Hayward AC, editors. Bacterial Wilt: The Disease and the Ralstonia solanacearum species complex. St. Paul, Mn, USA: APS Press; 2005. [Google Scholar]
- 7.Gillings MR, Fahy P. Genomic Fingerprinting: towards a unified view of the Pseudomonas solanacarum species complex. In: Hayward AC, Hartman GL, editors. Bacterial wilt: the disease and its causative agent, Pseudomonas solanacearum. Wallingford, United Kingdom: CAB International; 1994. pp. 95–112. [Google Scholar]
- 8.Eden-Green S. Banana Blood Disease. INIBAP Musa Disease Fact Sheet. 1994;No3 [Google Scholar]
- 9.Gäumann E. Onderzoekingen over de bloedziekte der bananen op Celebes I. Mededelingen van het. Instituut voor Plantenziekten. 1921;50:47. [Google Scholar]
- 10.Mackie A, Hammond N, Kumar S. Blood disease bacterium, Exotic threat to Western Autralia. In: Food DoAa., editor. South Perth: 2007. pp. ISSN 1448–0344. [Google Scholar]
- 11.Cellier G, Prior P. Deciphering phenotypic diversity of Ralstonia solanacearum strains pathogenic to potato. Phytopathology. 2010;100:1250–1261. doi: 10.1094/PHYTO-02-10-0059. [DOI] [PubMed] [Google Scholar]
- 12.Subandiyah S, Indarti S, Harjaka T, Utami SNH, Sumardiyono C, et al. Bacterial wilt disease complex of banana in Indonesia. In: Allen C, Prior P, Hayward AC, editors. Bacterial Wilt disease and the Ralstonia solanacearum species complex. St Paul, Minnesota: 2005. pp. 415–422. [Google Scholar]
- 13.Supriadi . Present status of blood disease in Indonesia. In: Allen C, Prior P, Hayward AC, editors. Bacterial Wilt Disease and the Ralstonia solanacearum species complex. St Paul, Minnesota: 2005. pp. 395–404. [Google Scholar]
- 14.Bennett CPA, Jones P, Hunt P. Isolation, culture and ultrastructure of a xylem-limited bacterium associated with Sumatra disease of cloves. Plant Pathology. 1987;36:45–52. [Google Scholar]
- 15.Bennett CPA, Hunt P, Asman A. Association of a xylem-limited bacterium with Sumatra disease of cloves in Indonesia. Plant Pathology. 1985;34:487–494. [Google Scholar]
- 16.Purcell AH, Hopkins DL. Fastidious xylem-limited bacterial plant pathogens. Annu Rev Phytopathol. 1996;34:131–151. doi: 10.1146/annurev.phyto.34.1.131. [DOI] [PubMed] [Google Scholar]
- 17.Eden-Green SJ, Balfas R, Sutarjo T, Jamalius Characteristics of transmission of Sumatra disease of cloves by tube-building cercopoids, Hindola spp. Plant Pathology. 1992;41:702–712. [Google Scholar]
- 18.Grimault V, Anais G, Prior P. Distribution of Pseudomonas solanacearum in the stem tissues of tomato plants with different levels of resistance to bacterial wilt. Plant Pathology. 1994;43:663–668. [Google Scholar]
- 19.Salanoubat M, Genin S, Artiguenave F, Gouzy J, Mangenot S, et al. Genome sequence of the plant pathogen Ralstonia solanacearum. Nature. 2002;415:497–502. doi: 10.1038/415497a. [DOI] [PubMed] [Google Scholar]
- 20.Gabriel DW, Allen C, Schell M, Denny TP, Greenberg JT, et al. Identification of open reading frames unique to a select agent: Ralstonia solanacearum race 3 biovar 2. Mol Plant Microbe Interact. 2006;19:69–79. doi: 10.1094/MPMI-19-0069. [DOI] [PubMed] [Google Scholar]
- 21.Guidot A, Elbaz M, Carrere S, Siri MI, Pianzzola MJ, et al. Specific genes from the potato brown rot strains of Ralstonia solanacearum and their potential use for strain detection. Phytopathology. 2009;99:1105–1112. doi: 10.1094/PHYTO-99-9-1105. [DOI] [PubMed] [Google Scholar]
- 22.Mira A, Ochman H, Moran NA. Deletional bias and the evolution of bacterial genomes. Trends Genet. 2001;17:589–596. doi: 10.1016/s0168-9525(01)02447-7. [DOI] [PubMed] [Google Scholar]
- 23.Moran NA. Microbial minimalism: genome reduction in bacterial pathogens. Cell. 2002;108:583–586. doi: 10.1016/s0092-8674(02)00665-7. [DOI] [PubMed] [Google Scholar]
- 24.Cole ST, Eiglmeier K, Parkhill J, James KD, Thomson NR, et al. Massive gene decay in the leprosy bacillus. Nature. 2001;409:1007–1011. doi: 10.1038/35059006. [DOI] [PubMed] [Google Scholar]
- 25.McClelland M, Sanderson KE, Clifton SW, Latreille P, Porwollik S, et al. Comparison of genome degradation in Paratyphi A and Typhi, human-restricted serovars of Salmonella enterica that cause typhoid. Nat Genet. 2004;36:1268–1274. doi: 10.1038/ng1470. [DOI] [PubMed] [Google Scholar]
- 26.Lawrence JG. Selfish operons and speciation by gene transfer. Trends Microbiol. 1997;5:355–359. doi: 10.1016/S0966-842X(97)01110-4. [DOI] [PubMed] [Google Scholar]
- 27.Brussow H, Canchaya C, Hardt WD. Phages and the evolution of bacterial pathogens: from genomic rearrangements to lysogenic conversion. Microbiol Mol Biol Rev. 2004;68:560–602. doi: 10.1128/MMBR.68.3.560-602.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Pallen MJ, Wren BW. Bacterial pathogenomics. Nature. 2007;449:835–842. doi: 10.1038/nature06248. [DOI] [PubMed] [Google Scholar]
- 29.Pieretti I, Royer M, Barbe V, Carrere S, Koebnik R, et al. The complete genome sequence of Xanthomonas albilineans provides new insights into the reductive genome evolution of the xylem-limited Xanthomonadaceae. BMC Genomics. 2009;10:616. doi: 10.1186/1471-2164-10-616. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Song H, Hwang J, Yi H, Ulrich RL, Yu Y, et al. The early stage of bacterial genome-reductive evolution in the host. PLoS pathogens. 2010;6:e1000922. doi: 10.1371/journal.ppat.1000922. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Lin YM, Chou IC, Wang JF, Ho FI, Chu YJ, et al. Transposon mutagenesis reveals differential pathogenesis of Ralstonia solanacearum on tomato and Arabidopsis. Mol Plant Microbe Interact. 2008. pp. 1261–1270. [DOI] [PubMed]
- 32.Cunnac S, Occhialini A, Barberis P, Boucher C, Genin S. Inventory and functional analysis of the large Hrp regulon in Ralstonia solanacearum: identification of novel effector proteins translocated to plant host cells through the type III secretion system. Mol Microbiol. 2004;53:115–128. doi: 10.1111/j.1365-2958.2004.04118.x. [DOI] [PubMed] [Google Scholar]
- 33.Vasse J, Genin S, Frey P, Boucher C, Brito B. The hrpB and hrpG regulatory genes of Ralstonia solanacearum are required for different stages of the tomato root infection process. Mol Plant Microbe Interact. 2000;13:259–267. doi: 10.1094/MPMI.2000.13.3.259. [DOI] [PubMed] [Google Scholar]
- 34.Hayward AC, El-Nashaar HM, Nydegger U, De Lindo L. Variation in nitrate metabolism in biovars of Pseudomonas solanacearum. Journal of Applied Bacteriology. 1990;69:269–280. [Google Scholar]
- 35.Jacobs JM, Meng F, Babujee L, Allen C. Comparative gene expression profile analysis of temperate and tropical strains of Ralstonia solanacearum. Phytopathology. 2009;99:S57. [Google Scholar]
- 36.Colburn-Clifford J, Allen C. A cbb(3)-type cytochrome C oxidase contributes to Ralstonia solanacearum R3bv2 growth in microaerobic environments and to bacterial wilt disease development in tomato. Mol Plant Microbe Interact. 2010;23:1042–1052. doi: 10.1094/MPMI-23-8-1042. [DOI] [PubMed] [Google Scholar]
- 37.Roberts SJ, Eden-Green SJ, Jones P, Ambler DJ. Pseudomonas syzygii, sp. nov., the cause of Sumatra disease of cloves. Systematic and Applied Microbiology. 1990;13:34–43. [Google Scholar]
- 38.Eden-Green S. Characteristics of Pseudomonas solanacearum and related bacteria from banana and plantain in South East Asia. In: Lemattre M, Freigoun S, Rudolph K, Swings JG, editors. Plant pathogenic bacteria : 8th International Conference, Versailles (France), June 9-12, 1992. Paris, France: Institut national de la recherche agronomique; 1994. pp. 51–57. [Google Scholar]
- 39.Yao J, Allen C. The plant pathogen Ralstonia solanacearum needs aerotaxis for normal biofilm formation and interactions with its tomato host. Journal of Bacteriology. 2007;189:6415–6424. doi: 10.1128/JB.00398-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Brown DG, Allen C. Ralstonia solanacearum genes induced during growth in tomato: an inside view of bacterial wilt. Mol Microbiol. 2004;53:1641–1660. doi: 10.1111/j.1365-2958.2004.04237.x. [DOI] [PubMed] [Google Scholar]
- 41.Brown DG, Swanson JK, Allen C. Two host-induced Ralstonia solanacearum genes, acrA and dinF, encode multidrug efflux pumps and contribute to bacterial wilt virulence. Appl Environ Microbiol. 2007;73:2777–2786. doi: 10.1128/AEM.00984-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Fegan M, Prior P. Diverse members of the Ralstonia solanacearum species complex cause bacterial wilts of banana. Australian Plant Pathology. 2006;35:93–101. [Google Scholar]
- 43.Coupat B, Chaumeille-Dole F, Fall S, Prior P, Simonet P, et al. Natural transformation in the Ralstonia solanacearum species complex: number and size of DNA that can be transferred. FEMS Microbiol Ecol. 2008;66:14–24. doi: 10.1111/j.1574-6941.2008.00552.x. [DOI] [PubMed] [Google Scholar]
- 44.Bertolla F, Frostegard A, Brito B, Nesme X, Simonet P. During infection of its host, the plant pathogen Ralstonia solanacearum naturally develops a state of competence and exchanges genetic material. Mol Plant Microbe Interact. 1999;12:467–472. [Google Scholar]
- 45.Dow JM, Daniels MJ. Xylella genomics and bacterial pathogenicity to plants. Yeast. 2000;17:263–271. doi: 10.1002/1097-0061(200012)17:4<263::AID-YEA44>3.0.CO;2-G. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Voegel TM, Warren JG, Matsumoto A, Igo MM, Kirkpatrick BC. Localization and characterization of Xylella fastidiosa haemagglutinin adhesins. Microbiology. 2010;156:2172–2179. doi: 10.1099/mic.0.037564-0. [DOI] [PubMed] [Google Scholar]
- 47.Caserta R, Takita MA, Targon ML, Rosselli-Murai LK, de Souza AP, et al. Expression of Xylella fastidiosa fimbrial and afimbrial proteins during biofilm formation. Appl Environ Microbiol. 2010;76:4250–4259. doi: 10.1128/AEM.02114-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Killiny N, Almeida RP. Xylella fastidiosa afimbrial adhesins mediate cell transmission to plants by leafhopper vectors. Appl Environ Microbiol. 2009;75:521–528. doi: 10.1128/AEM.01921-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Rich RL, Demeler B, Ashby K, Deivanayagam CC, Petrich JW, et al. Domain structure of the Staphylococcus aureus collagen adhesin. Biochemistry. 1998;37:15423–15433. doi: 10.1021/bi981773r. [DOI] [PubMed] [Google Scholar]
- 50.Schembri MA, Sokurenko EV, Klemm P. Functional flexibility of the FimH adhesin: insights from a random mutant library. Infect Immun. 2000;68:2638–2646. doi: 10.1128/iai.68.5.2638-2646.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Killiny N, Prado SS, Almeida RP. Chitin utilization by the insect-transmitted bacterium Xylella fastidiosa. Appl Environ Microbiol. 2010;76:6134–6140. doi: 10.1128/AEM.01036-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Stover RH, Espinoza A. Blood disease of Banana in Sulawesi. Fruits. 1992;47:611–613. [Google Scholar]
- 53.Aritua V, Parkinson N, Thwaites R, Heeney JV, Jones DR, et al. Characterization of the Xanthomonas sp. causing wilt of enset and banana and its proposed reclassification as a strain of X. vasicola. Plant Pathology. 2008;57:170–177. [Google Scholar]
- 54.Ndungo V, Eden-Green S, Blomme G, Crozier J, Smith JJ. Presence of banana xanthomonas wilt (Xanthomonas campestris pv. musacearum) in the Democratic Republic of Congo (DRC). Plant Pathology. 2006;55:294–294. [Google Scholar]
- 55.Tushemereirwe W, Kangire A, Ssekiwoko F, Offord LC, Crozier J, et al. First report of Xanthomonas campestris pv. musacearum on banana in Uganda. Plant Pathology. 2004;53:802. [Google Scholar]
- 56.Studholme DJ, Kemen E, Maclean D, Schornack S, Aritua V, et al. Genome-wide sequencing data reveals virulence factors implicated in banana Xanthomonas wilt. FEMS Microbiol Lett. 2010;310:182–192. doi: 10.1111/j.1574-6968.2010.02065.x. [DOI] [PubMed] [Google Scholar]
- 57.Konstantinidis KT, Tiedje JM. Genomic insights that advance the species definition for prokaryotes. Proc Natl Acad Sci U S A. 2005;102:2567–2572. doi: 10.1073/pnas.0409727102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Goris J, Konstantinidis KT, Klappenbach JA, Coenye T, Vandamme P, et al. DNA-DNA hybridization values and their relationship to whole-genome sequence similarities. Int J Syst Evol Microbiol. 2007;57:81–91. doi: 10.1099/ijs.0.64483-0. [DOI] [PubMed] [Google Scholar]
- 59.Stackebrandt E, Frederiksen W, Garrity GM, Grimont PAD, Kämpfer P, et al. Report of the ad hoc committee for the re-evaluation of the species definition in bacteriology. Int J Syst Evol Microbiol. 2002;52:1043–1047. doi: 10.1099/00207713-52-3-1043. [DOI] [PubMed] [Google Scholar]
- 60.Cho J-C, Tiedje JM. Bacterial Species Determination from DNA-DNA hybridization by Using Genome fragments and DNA Microarrays. Appl Environ Microbiol. 2001;67:3677–3682. doi: 10.1128/AEM.67.8.3677-3682.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Costechareyre D, Bertolla F, Nesme X. Homologous recombination in Agrobacterium: potential implications for the genomic species concept in bacteria. Mol Biol Evol. 2008;26:167–176. doi: 10.1093/molbev/msn236. [DOI] [PubMed] [Google Scholar]
- 62.Kuhnert P, Korczak BM. Prediction of whole-genome DNA-DNA similarity, determination of G+C content and phylogenetic analysis within the family Pasteurellaceae by multilocus sequence analysis (MLSA). Microbiology. 2006;152:2537–2548. doi: 10.1099/mic.0.28991-0. [DOI] [PubMed] [Google Scholar]
- 63.Luo C, Walk ST, Gordon DM, Feldgarden M, Tiedje JM, et al. Genome sequencing of environmental Escherichia coli expands understanding of the ecology and speciation of the model bacterial species. Proceedings of the National Academy of Sciences of the United States of America. 2011;108:7200–7205. doi: 10.1073/pnas.1015622108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.De Baere T, Steyaert S, Wauters G, De Vos P, Goris J, et al. Classification of Ralstonia pickettii biovar 3/‘thomasii’ strains (Pickett 1994) and of new isolates related to nosocomial recurrent meningitis as Ralstonia mannitolytica sp nov. International Journal of Systematic and Evolutionary Microbiology. 2001;51:547–558. doi: 10.1099/00207713-51-2-547. [DOI] [PubMed] [Google Scholar]
- 65.Vaneechoutte M, Kampfer P, De Baere T, Falsen E, Verschraegen G. Wautersia gen. nov., a novel genus accommodating the phylogenetic lineage including Ralstonia eutropha and related species, and proposal of Ralstonia [Pseudomonas] syzygii (Roberts et al. 1990) comb. nov. Int J Syst Evol Microbiol. 2004;54:317–327. doi: 10.1099/ijs.0.02754-0. [DOI] [PubMed] [Google Scholar]
- 66.Kelman A. The relationship of pathogenicity in Pseudomonas solanacearum to colony appearance on a tetrazolium medium. Phytopathology. 1954;44:693–695. [Google Scholar]
- 67.Boucher CA, Barberis PA, Trigalet AP, Demery DA. Transposon mutagenesis of Pseudomonas solanacearum: isolation of Tn5-induced avirulent mutants. J Gen Microbiol. 1985;131:2449–2457. [Google Scholar]
- 68.Gordon D, Abajian C, Green P. Consed: a graphical tool for sequence finishing. Genome Res. 1998;8:195–202. doi: 10.1101/gr.8.3.195. [DOI] [PubMed] [Google Scholar]
- 69.Kurtz S, Phillippy A, Delcher AL, Smoot M, Shumway M, et al. Versatile and open software for comparing large genomes. Genome Biol. 2004;5:R12. doi: 10.1186/gb-2004-5-2-r12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Aury JM, Cruaud C, Barbe V, Rogier O, Mangenot S, et al. High quality draft sequences for prokaryotic genomes using a mix of new sequencing technologies. BMC Genomics. 2008;9:603–613. doi: 10.1186/1471-2164-9-603. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Vallenet D, Engelen S, Mornico D, Cruveiller S, Fleury L, et al. MicroScope: a platform for microbial genome annotation and comparative genomics. Database. 2009;2009:bap021. doi: 10.1093/database/bap021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Stothard P, Wishart DS. Circular genome visualization and exploration using CGView. Bioinformatics. 2005;21:537–539. doi: 10.1093/bioinformatics/bti054. [DOI] [PubMed] [Google Scholar]
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