Tularemia is a geographically widespread, severely debilitating, and occasionally lethal disease in humans. It is caused by infection by a gram-negative bacterium, Francisella tularensis. In order to better understand its potency as an etiological agent as well as its potential as a biological weapon, we have completed draft assemblies and report the first complete genomic characterization of five strains belonging to the following different Francisella subspecies (subsp.): the F. tularensis subsp. tularensis FSC033, F. tularensis subsp. holarctica FSC257 and FSC022, and F. tularensis subsp. novicida GA99-3548 and GA99-3549 strains. Here, we report the sequencing of these strains and comparative genomic analysis with recently available public Francisella sequences, including the rare F. tularensis subsp. mediasiatica FSC147 strain isolate from the Central Asian Region. We report evidence for the occurrence of large-scale rearrangement events in strains of the holarctica subspecies, supporting previous proposals that further phylogenetic subdivisions of the Type B clade are likely. We also find a significant enrichment of disrupted or absent ORFs proximal to predicted breakpoints in the FSC022 strain, including a genetic component of the Type I restriction-modification defense system. Many of the pseudogenes identified are also disrupted in the closely related rarely human pathogenic F. tularensis subsp. mediasiatica FSC147 strain, including modulator of drug activity B (mdaB) (FTT0961), which encodes a known NADPH quinone reductase involved in oxidative stress resistance. We have also identified genes exhibiting sequence similarity to effectors of the Type III (T3SS) and components of the Type IV secretion systems (T4SS). One of the genes, msrA2 (FTT1797c), is disrupted in F. tularensis subsp. mediasiatica and has recently been shown to mediate bacterial pathogen survival in host organisms. Our findings suggest that in addition to the duplication of the Francisella Pathogenicity Island, and acquisition of individual loci, adaptation by gene loss in the more recently emerged tularensis, holarctica, and mediasiatica subspecies occurred and was distinct from evolutionary events that differentiated these subspecies, and the novicida subspecies, from a common ancestor. Our findings are applicable to future studies focused on variations in Francisella subspecies pathogenesis, and of broader interest to studies of genomic pathoadaptation in bacteria.
Tularemia is a zoonotic disease that is widely disseminated throughout the Northern Hemisphere and is caused by different strain types of bacteria belonging to the genus Francisella. In general, Francisella tularensis subspecies are able to infect a wide range of mammals including humans and are often transmitted via insect vectors such as ticks. Depending on the strain and route of infection the disease may be fatal in humans. In order to better understand F. tularensis as an etiological agent as well as its potential as a biological weapon, we have completed draft sequence assemblies of five globally diverse strains. We have performed a comparative analysis of these sequences with other available public Francisella sequences of strains of differing virulence. Our analysis suggests that genome rearrangements and gene loss in specific Francisella subspecies may underlie the evolution of niche adaptation and virulence of this pathogen.
Citation: Champion MD, Zeng Q, Nix EB, Nano FE, Keim P, et al. (2009) Comparative Genomic Characterization of Francisella tularensis Strains Belonging to Low and High Virulence Subspecies. PLoS Pathog 5(5): e1000459. doi:10.1371/journal.ppat.1000459
Editor: David S. Guttman, University of Toronto, Canada
Received: November 20, 2008; Accepted: April 29, 2009; Published: May 29, 2009
This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
Funding: This project has been funded in whole or in part with Federal funds from the National Institute of Allergy and Infectious Diseases, National Institutes of Health (http://www.nih.gov/), Department of Health and Human Services (http://www.hhs.gov/) under Contract No. HHSN266200400001C. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Francisella tularensis is a Gram-negative, facultative intracellular bacterium and its ability to survive and grow within macrophages is a trait that contributes to its virulence. Virulent isolates of the bacterium are the etiological cause of tularemia, a severely debilitating and occasionally fatal disease in humans. Transmission can occur by aerosolization when infected animal carcasses are disrupted, entry through skin abrasions or sites of bites from an arthropod vector, or by ingestion of contaminated food or water. As few as 10 cells have been found to cause respiratory tularemia, making F. tularensis one of the most infectious pathogens known at present ,. The effective dose of infection has contributed to past efforts to develop bioweapons containing the F. tularensis bacterium, and due to the particularly high mortality rate of respiratory tularaemia, there is still concern that weapons of this nature still exist .
Genetic and spatial diversity patterns among a variety of Francisella strain isolates have been previously reported and together with phylogenetic analyses, have provided much insight into the evolutionary divergence of the Francisella genus –. Francisella is the only genus of the family Francisellaceae, and has no close pathogenic relatives . The divergent nature of the F. tularensis lineage is evident from phylogenetic studies examining a subset of homologous genes and proteins present in Francisella and 15 other genomes from species also belonging to the γ subclass of proteobacteria ,. The variation of previously characterized genetic attributes between different F. tularensis subspecies (subsp.) is generally minor, despite the more distinct variations in virulence and geographical origin. Previous phylogenetic studies have examined the relationships between the subspecies of Francisella and have recently demonstrated that there are distinct clades of the F. tularensis subsp. tularensis (Type A) lineage, Type A.I and Type A.II ,,. Divergence of the Type A strains predated the F. tularensis subsp. holarctica FSC022 japonica strain, which is distinct from the main F. tularensis subsp. holarctica (Type B) radiation lineage ,,.
Studies of strain dispersion and divergence have provided insight into likely migration histories of different Francisella lineages. It has been proposed that the A.I strains originated in the Midwestern North American region prior to the emergence of the A.II strains . The subsequent divergence of the F. tularensis subsp. holarctica biovar japonica strain likely occurred prior to the other Type B strains (reviewed in ). Although F. tularensis subsp. novicida has been isolated in Thailand and Australia, the geographical distribution of F. tularensis generally spans the Northern Hemisphere and the most virulent subspecies, F. tularensis subsp. tularensis (Type A) is found exclusively in North America. Cluster analysis of microarray hybridization data has shown overall genomic similarities between F. tularensis subsp. tularensis and F. tularensis subsp. mediasiatica strains, even though strains of the latter subspecies are geographically distinct and are distinguishable by their moderate virulence for mammals . F. tularensis subsp. mediasiatica strains have only been isolated from Kazakhstan and Turkmenistan in Central Asia. This subspecies is virulent in mice  and is thought to be more closely related to the highly virulent Francisella tularensis subspecies tularensis. However, F. tularensis subsp. mediasiatica is believed to be of relatively low virulence in humans, and only rare cases of human disease caused by this subspecies are known. F. tularensis subsp. mediasiatica virulence, therefore, more closely resembles that of F. tularensis subsp. holarctica strains (reviewed in ). The subspecies F. tularensis subsp. holarctica (Type B) is generally more benign than F. tularensis subsp. tularensis (Type A) strains and has been used to develop the potential vaccine strain, LVS ,,,.
Strain divergence in Francisella subspecies is likely due to smaller scale genetic differences including those previously characterized in pathogenicity gene clusters and individual gene families, although the biological significance of these variations in regulating virulence remains to be deciphered ,,,. It has, however, been well established from evolutionary studies of bacterial pathogens that both gene gain and loss can contribute to virulence as well as pathoadaptation to specific hosts . Virulence and host-range can be influenced by the acquisition of genes that are either structurally organized into pathogenicity islands, or distributed throughout in the genome . And the acquisition of virulence gene clusters often marks the evolutionary differentiation of bacterial pathogens from nonpathogenic ancestors (reviewed in ). A duplication of a cluster of genes characterized in Francisella as the Francisella Pathogenicity Island (FPI), for example, could have contributed to the differentiation of the more pathogenic Francisella Type A and B strains from the human non-pathogenic, or rarely pathogenic F. tularensis subsp. novicida and F. philomiragia strains .
Although pathoadaptation by gene loss is usually thought of as an opposing evolutionary force to gene acquisition, the presence of both mechanisms may be advantageous for dynamic host niche colonization by bacteria. There is evidence that loss of gene function, as evident by a higher abundance of pseudogenes in the genome, can promote either increased virulence or attenuation ,. An evolutionary fluctuation of niche adaptation is likely due to a lack of selective pressures for genes encoding functions specialized to certain host environments –. In the case of Francisella, previous studies have suggested that the genomes of more recently diverged subspecies may have adapted to intramacrophage growth via disruptions in many genes (pseudogenes) that include protein products involved in DNA metabolism, amino acid biosynthesis and transport ,. The increased presence of pseudogenes has also been correlated with a high frequency of Insertion Sequence (IS) elements and genome rearrangements in more virulent strains of numerous bacterial pathogens, including strains of Francisella . Specifically, comparison of the more ancestral F. tularensis subsp. novicida U112 strain with F. tularensis subsp. tularensis Schu S4 and the F. tularensis subsp. holarctica LVS identified multiple IS elements associated genomic rearrangements and a collection of genes specific to the human pathogenic strains . Extensive rearrangements have been characterized in Francisella and are known to have occurred from analysis across different subspecies (e.g., OSU18 vs SCHU S4) , as well as from comparisons across different clades of the Type A subspecies (WY96-3418 vs SCHU S4) ; reviewed in . However, to date, there has been no reported evidence for rearrangements from comparisons among whole genome sequences of the Type B lineage.
Previous examination of gene acquisition and loss occurring prior to the divergence of the human pathogenic tularensis (Schu S4) and holarctica (LVS) strains by comparison to a nonpathogenic novicida relative (U112), identified numerous factors potentially involved in human infection (16). Since these strains are quite phylogenetically distant from one another and are all isolates from Francisella subspecies-rich geographical locales, this comparison is of limited value in identifying potential factors required for lethal human infection by the Type A subtype strains. Now, the recently available sequences of the geographically distinct and moderately human pathogenic FSC022 Type B strain from Japan as well as the closely related rarely human pathogenic F. tularensis subsp. mediasiatica FSC147 strain from the Central Asian Region has enabled a more comprehensive comparison between highly virulent, human pathogenic and human-non-(or rarely) pathogenic strains. Our studies, therefore, provide new insights into how structural genomic rearrangements has contributed to the acquisition and loss of factors regulating virulence and pathoadaptation of different Francisella subspecies, and how shared polymorphisms between the more recently emerged mediasiatica and holarctica subspecies might be signatures of attenuation.
General Features of Five Sequenced Francisella Genomes
We have gleaned further insight into subspecies specific differences in gene content with a comprehensive comparative analysis of 20 Francisella strains. Included in our analysis are new genome sequences for five Francisella tularensis strains.
The draft genomic sequences of F. tularemia subsp. tularensis strain FSC033, F. tularemia subsp. holarctica strains: FSC022, and FSC257, and F. tularemia subsp. novicida strains: GA99-3548 and GA99-3549 have been annotated and deposited in GenBank (Materials and Methods). Genome and assembly statistics for each strain are summarized in Table 1. All of the genomes consist of a single circular chromosome and are approximately 2 Mb in size. Although the five strains represent different subspecies of Francisella, the overall features of the genomes are quite similar (Table 1). The average GC content and distribution is consistent with previous studies reporting the lower G+C content in Francisella . The average number of genes is 1,730, with a mean of 1,574 total protein-coding genes. The genomes of the novicida subspecies carry the highest percentage of intact ORFs (97%) and conversely, the F. tularensis subsp. holarctica FSC257 strain sequence carries the lowest percentage (84%) in comparison to the other five genomes. Pairwise alignment using blastn (1e-5, 95%) of the draft genomes with the F.tularemia subsp. holarctica OSU18 reference genome shows the high level of overall similarity between genomes across subspecies (>95%) (Figure 1). The average gene length does vary across the different strains of Francisella and is correlated with the abundance of pseudogenes (Table 1). We also report a significantly larger number of total transposable elements present in the Type A and Type B strains in comparison to the novicida strains, which is consistent with previous studies . It is worth noting that the highest numbers are present in Type B strains, even though rearrangement events have not been characterized by previous comparisons between these genomes.
Figure 1. Pairwise alignments between five new Francisella genome sequences and a reference genome exhibit >95% sequence conservation.
Genome comparative maps were constructed using CGview software to map pairwise blastn alignments between several Francisella genomes (minimum percent identity = 95 and expected threshold = 1e-5). Specifically, five newly sequenced Francisella genomes (F. tularensis subsp. holarctica FSC257 and FSC022; F. tularensis subsp. tularensis FSC033; and F. tularensis subsp. novicida GA99-3548, and GA99-3549 strains) were aligned to the F. tularensis subsp. holarctica OSU18 reference sequence (outside blue track of genome map). A high degree of similarity between the genomes (>95%) is evident from the continuous blocks of synteny (colored regions).doi:10.1371/journal.ppat.1000459.g001
Table 1. Gene and Assembly Statistics Summary.doi:10.1371/journal.ppat.1000459.t001
IS Element-Based Genome Rearrangement Events in Type B Strains
Extensive rearrangements have been characterized in Francisella and are known to have occurred from comparing different subspecies (e.g., OSU18 vs SCHU S4) , as well as from comparing different clades of the tularensis subspecies Type A (WY96-3418 vs SCHU S4) ; (reviewed in ). Here, we provide evidence for the occurrence of large-scale genome rearrangements from whole-genome comparisons between the more ancestral FSC022 japonica strain and other Type B strains (Figure 2A) as well as from comparisons within the Type B-radiation lineage (Figure 2B).
Figure 2. Dotplot comparison between the Francisella tularensis subsp. holarctica strains showing the occurrence of significant rearrangement events.
Whole genome alignments and dotplot comparisons between Type B strains of Francisella: (A) F. tularensis subsp. holarctica OSU18 and F. tularensis subsp. holarctica FSC022 (reference genome) and (B) F. tularensis subsp. holarctica LVS, F. tularensis subsp. holarctica OSU18 (reference genome), F. tularensis subsp. holarctica FSC257, F. tularensis subsp. holarctica FTA. Alignments were filtered for overlap percentages greater than or equal to 90%. Dotplot (B) shows a nearly linear, overlapping alignment between all of the Type B strains of the main holarctica lineage (not all of the strains of the Type B radiation lineage are shown for clarity), with the notable exception of comparisons between the F. tularensis subsp. holarctica OSU18 and F. tularensis subsp. holarctica FSC257 strains. In contrast, numerous rearrangements are evident from comparisons between the F. tularensis subsp. holarctica FSC022 japonica strain and all of the other Type B strains of the main holarctica lineage (A) (only comparison to the F. tularensis subsp. holarctica OSU18 strain is shown here).doi:10.1371/journal.ppat.1000459.g002
In order to gain further insight into the possible mechanisms underlying rearrangements in the Type B strains, we have analyzed IS element content. In general, our analysis of the different classes of IS elements in the five new Francisella sequences agrees with what is known of the different Francisella subspecies (Table 2) and the conservation profile and genomic context of the IS elements in Francisella subspecies are also consistent with present models of phylogenetic relationships of the Francisella genus  (Table 2) . In agreement with earlier reports, we also find noticeable copy number differences between ISFtu elements when comparing the F. tularensis subsp. novicida and F. philomiragia subsp. philomiragia species with the F. tularensis subsp. tularensis (Type A) or F. tularensis subsp. holarctica (Type B) subspecies. Specifically, the F. tularensis subsp. novicida and F. philomiragia subsp. philomiragia genomes contain predominantly ISFtu2 and ISFtu3 elements, respectively. However, the genomes of Type A and B strains contain significantly higher numbers of ISFtu1 and ISFtu2 elements in comparison to the other ISFtu types 3–6. The abundance of ISFtu1 and ISFtu2 elements in the F. tularensis subsp. holarctica genomes suggests that the mechanism mediating genome rearrangements in this subspecies may in part be similar to the rearrangements characterized from comparisons between the Type A and B subspecies . However, ISFtu2 copy number and genetic structural differences between Type A and Type B strains may determine rearrangement potential between different Type B strains (reviewed in ).
Table 2. IS Element Summary Table.doi:10.1371/journal.ppat.1000459.t002
Previous studies have characterized distinct biochemical characteristics, as well as differences in erythromycin sensitivity, among strains of the Type B clade (reviewed in ). The F. tularensis subsp. holarctica is comprised of strains isolated from different geographical regions in the Northern Hemisphere. F. tularensis subsp. holarctica is, therefore, endemic to different continents with diverse ecologies. As a result, many variations occur in local transmission cycles, environments, and hosts; And give rise to distinctive biochemical and epidemiological traits between certain isolates of the subspecies. For example, the FSC022 japonica isolate is recognized as a biovar variant  separable from the other Type B strains. In addition, Lagomorphs (rabbits, hares) have been reported to be the predominant natural reservoir for F. tularensis in North America, Europe and Japan. Whereas isolates from the former Soviet Union, Sweden, and Norway also inhabit lemmings in addition to other small rodents as a natural reservoir . Furthermore, the finding that Type B strains are more resistant to ingestion by water borne ciliates is consistent with the suggestion that Type B strains are able to survive in aquatic environments ,. Although further subdivisions of the subspecies holarctica have been proposed, very few phenotypic attributes have been demonstrated to formally support this and in the absence of comparative genomic evidence, phylogenetic subdivisions of the F. tularensis subsp. holarctica has not been formally established or recognized (reviewed in ).
The occurrence of rearrangement events in the Type B lineage emphasizes the phylogenetically distinct nature of the FSC022 strain and an appreciation of the impact that genetic decay likely has on the differentiation of F. tularensis subsp. holarctica. In this regard, it is important to emphasize the more recent emergence of the F. tularensis subsp. holarctica subspecies in comparison to other Francisella clades. FSC022 represents a more distinct lineage that predated strains presently experiencing the highest levels of genome decay in comparison to other subspecies, as evident by the abundance of pseudogenes (Table 1, and Tables 3–6). Although we identify genetic differences specific to the Type B strain isolates from Sweden and Russia (FTT0023c in Table 4 and FTT0159c in Table S1d), significant changes over the whole sequence are not evident (Figure 3).
Figure 3. Phylogeny of 20 Francisella strains by analysis of Genome-wide SNP sequences and inferred using Maximum Parsimony method.
The evolutionary history of 20 Francisella strains was inferred from analysis of genome-wide SNP sequences. Genome-wide SNPs at least 20 bp apart were selected for further analysis using MEGA4 software. The tree is drawn to scale, with branch lengths calculated using the average pathway method and are in the units of the number of changes over the whole sequence. Francisella strains sequenced at the Broad Institute are in red. The differentiation of F. tularensis subsp. novicida predated differentiation of the more pathogenic F. tularensis subsp. tularensis and F. tularensis subsp. holarctica subspecies from a common ancestor. Our data indicates differential rates of evolution along the Type A.II and Type A.I lineages, as evident from the branch lengths. The Type B FSC022 strain diverged prior to the radiation of the main holarctica group and also has a greatly reduced branch length, consistent with a much slower rate of evolution. The F. tularensis subsp. mediasiatica FSC147 strain is phylogenetically more closely related to the Type A.II lineage even though its pathogenicity is characteristic of Type B strains.doi:10.1371/journal.ppat.1000459.g003
Table 3. Phylogenetic Differentiation Associated with Gene Gain and Loss.doi:10.1371/journal.ppat.1000459.t003
Table 4. Phylogenetic Differentiation Associated with Gain and Loss of Genes with Sequence Similarity to T3SS Effectors.doi:10.1371/journal.ppat.1000459.t004
Table 5. Phylogenetic Differentiation Associated with Gain and Loss of Genes with Sequence Similarity to T4SS Components.doi:10.1371/journal.ppat.1000459.t005
Table 6. Phylogenetic Differentiation Associated with Gain and Loss of Genes Regulating Competence (E values>1e-10).doi:10.1371/journal.ppat.1000459.t006
Comparative Analysis of Human Pathogenic and Non-Pathogenic Strains of Francisella tularensis Subspecies
Phylogeny of 20 Francisella strains by analysis of genome-wide SNP sequences. Phylogenetic studies of genomewide SNP sequences from 20 Francisella strains show the population structure and subspecies divergence of Francisella and overall, the relationships are consistent with what has been previously reported (Figure 3) ,,. In agreement with these studies, it is evident from our phylogenetic analysis that the differentiation of F. tularensis subsp. novicida predated differentiation of the more pathogenic F. tularensis subsp. tularensis and F. tularensis subsp. holarctica subspecies from a common ancestor (Figure 3). We also find that the branch length leading to F. tularensis subsp. tularensis Type A.II strains is shorter than to the F. tularensis subsp. tularensis Type A.I strains, suggesting differential rates of evolution along these two lineages. The F. tularensis subsp. holarctica FSC022 strain diverged basally from the main holarctica lineage prior to the radiation of the main holarctica group and also has a greatly reduced branch length consistent with a much slower rate of evolution. The F. tularensis subsp. mediasiatica FSC147 strain is phylogenetically more closely related to the Type A.II subspecies (Figure 3, and Larsson et al., submitted), however, cases of human infection are very rare. Interestingly, findings that human mortality results from infection with strains of the Type A subtype is indicative of host adaptation mechanisms possibly leading to an attenuation of virulence in both the F. tularensis subsp. mediasiatica and the F. tularensis subsp. holarctica (Type B) subspecies (reviewed in ).
Phylogenetic differentiation associated with genetic acquisition and decay.
Due to the similarity of their overall genomic sequences (Figure 1), it has been proposed that subspecies and strain-to-strain pathogenicity differences in Francisella are most likely the result of smaller-scale polymorphisms found proximal to predicted breakpoints of genomic rearrangement events . Previous analysis of a transposon generated F. tularensis subsp. novicida mutant library identified 396 candidate essential genes required for growth in vitro . A recent study using this same transposon library to perform a negative-selection screen in a mouse model identified 125 candidate virulence genes required for infection of the lung, liver and spleen . A different in vivo screen, identified 164 genes important for F. tularensis subsp. novicida virulence in mice . The F. tularensis subsp. novicida strain is commonly used as a model organism to assay general Francisella subspecies virulence due to its pathogenicity in vitro and in small animal models. However, the very rare occurrence of human infection from F. tularensis subsp. novicida provides a need for studies that identify genes involved in regulating growth and virulence by comparative approaches across subspecies . Other, more comparative, studies have identified genes that are either absent or disrupted (pseudogenes) in certain Francisella subspecies ,,. A recent comparative study of the Type A, Schu S4, Type B LVS, and F. tularensis subsp. novicida U112 strains reported 41 genes unique to the Type A and B strains, with most of these encoding proteins of unknown functions .
Our analysis of 20 Francisella genomes has identified a subset of ~500 coding sequences that are disrupted in different subspecies and included are genes known to encode protein products involved in metabolic pathways, intercellular transport, secretion, the Type I restriction-modification defense system, transcription, signalling (ie. two component systems), and many hypothetical proteins with unknown functions (listed in Tables 3–6 and Table S1a–h). Only 112 genes identified in our comparative analysis have also been previously characterized by other studies using an individual strain, or a small subset of strains, as potential candidates important for Francisella virulence (Table S2) , –. Our analysis of many additional strains of each subspecies has produced a more comprehensive list of gene functions unique to the human pathogenic Type A and B strains in comparison to previous studies ,,. Our studies also provide novel characterization of candidate genes regulating pathogenesis in the F. tularensis subsp. mediasiatica subspecies. Some of which exhibit sequence similarity to members of the Type III and IV secretion systems that although known to play a role in mediating bacterial pathogenicity, are not intact or known to be functional in Francisella subspecies (Tables 4 and 5). As a result, comparison of highly, moderately, and rarely/non- virulent strains has provided a more comprehensive list of potential virulence factors mediating human infection by Francisella (Tables 3–6 and Table S1a–h).
Gene functions specific to human-pathogenic Francisella strains.
In total, we have identified fourteen genes that are intact only in the Francisella human pathogenic strains (Type A and Type B strains), eight of these are specific to the more virulent Type A strains and are either absent or disrupted in other subspecies (Table 3). We have found that previously identified genes encoding hypothetical proteins and the O-antigen cluster in Type A and B strains are also intact in the F. tularensis subsp. mediasiatica FSC147 strain, and this O-antigen cluster is distinct from the cluster type characterized in isolates of F. tularensis subsp. novicida and F. tularensis subsp. philomiragia .
With the exception of add (FTT0939), an adenosine deaminase and a gene (FTT1766) encoding O-methyltransferase, all of the eight genes specific to Type A strains are predicted to encode either proteins of unknown function or potential membrane proteins, (Table 3). These ORFs are intact in all of the Type A strains, but disrupted in strains of the Type B subtype as well as in strains of the non-human pathogenic subspecies. In addition, we note the presence of a gene (FTT1068c) encoding a hypothetical protein that is intact specifically in the Type A.I clade and was previously identified by Beckstrom-Sternberg SM et al. . All of the Type A specific loci have been previously reported , but not previously identified to be disrupted in F.tularensis subsp. mediasiatica. There is a collection of genes that are intact only in Type A and/or B strains and although their functions are not known, a few are predicted to encode membrane proteins (Table 3). In addition, we find that a gene (FTT0604) encoding a CPA1 family antiporter has an in-frame stop upstream of a transmembrane domain in Type A strains that is not present in Type B strains (data not shown) . This large protein family is highly conserved, and functionally characterized to catalyze Na+: H+ exchange. Although much less is known regarding their primary physiological function in bacteria, there is evidence that CPA transport systems act to regulate cytoplasmic pH and mediate electrophile resistance .
The metabolic pathways and growth requirements for the Type A Schu S4 strain have been characterized previously and include 350 enzymes involved in 137 predicted pathways of small molecule metabolism . These studies also established that the growth requirements for this strain include a supplemental supply of 14 essential amino acids as well as cysteine, for sulfate assimilation. Our comparative analysis confirms that most, if not all, pathways for amino acid synthesis seem to be inactivated in Type A and B strains, as well as in the F. tularensis subsp. mediasiatica FSC147 strain (Table S1a; ,. Consistent with previous studies, we find that most of the purine metabolism pathway is interrupted, however, no subspecies-specific gene inactivation was found in pyrimidine metabolism pathway. The significance of a Type A specific intact adenosine deaminase ORF is unknown , however, studies have characterized the important role of adenosine editing in regulating survival of parasites, which like tularensis, are also spread through insect vectors (ie. Malaria, Leishmania, T. brucei) and speculate a role for adenosine deaminases in regulating T. brucei variant surface glycoproteins (). Of particular interest is its role as a metabolic trigger response, converting adenosine to inosine, which promotes the opportunistic pathogenicity of Pseudomonas aeruginosa . Genes encoding components of the pentose phosphate pathway and involved in glycolysis were also found to be disrupted in strains of the Type A and B subtypes, as well as in the F. tularensis subsp. mediasiatica FSC147 strain (Table S1a).
Identification of genes in decay and potential regulators of attenuation in the Francisella type B strains and closely related human non-pathogenic F. tularensis subsp. mediasiatica genome.
Our finding that there are a significant enrichment of pseudogenes within 1 kb of the FSC022 predicted breakpoints indicate that genome rearrangement events have likely promoted genetic decay in the Type B lineage (Figures 4 and 5). Similarly, we also report the occurrence of rearrangement events when comparing the F. tularensis subsp. mediasiatica FSC147 strain with the other Francisella subspecies strains (Figure S1). Comparative analysis of these newly available strains with highly pathogenic Type A subspecies strains and more distant rare/non-pathogenic novicida and philomiragia strains has provided new insight into how gene decay in different gene functional classes may have contributed to the attenuation of pathogenicity in Francisella.
Figure 4. Multiple alignment of Francisella genomes of the Type B lineage identifies conserved sequence regions with rearrangements; pseudogenes are found proximal to predicted breakpoints.
A comparison of genome rearrangement patterns between the more ancestral F. tularensis subsp. holarctica FSC022 japonica strain and representative strains of the main holarctica group (F. tularensis subsp. holarctica LVS and F. tularensis subsp. holarctica OSU18) was done using MAUVE (A). MAUVE uses an anchored alignment algorithm that permits reordering of the alignment anchors for identification of rearrangements. Colored Local Collinear Blocks (LCBs) are regions of sequence alignment that are free of rearrangements. Each LCB is defined by the anchor regions or predicted sites of rearrangement. A default LCB cutoff of 175, and a filtering for larger blocks containing 10 Kb or larger was done in Mauve. Sequence inversions are denoted by differential positioning of the LCBs relative to a reference axis. A zoomed-in section of the whole-genome alignment is shown so that the annotated ORFs are visible (black outlined boxes). The small red ORFs are rRNA genes. ORFs proximal to predicted rearrangement breakpoints (red circles) have been color coded and labeled (FWD, INV). A summary of the predicted protein products for these genes is provided in (B). These include genes that have been identified as being either disrupted or absent in the F. tularensis subsp. holarctica subspecies.doi:10.1371/journal.ppat.1000459.g004
Figure 5. Comparisons of pairwise sequence alignments provides evidence of pseudogene enrichment within 1 kb of predicted breakpoints in Type B strains.
Pairwise sequence alignments using F. tularensis subsp. holarctica (Type B) strains as a reference were further analyzed for evidence of gene decay proximal to predicted breakpoint sites. Total ORF counts were used to determine the percentage of pseudogenes (y-axis) relative to the distance from the predicted breakpoint (x-axis). Pseudogene enrichment was determined using Fisher's Exact Test to derive p-values. Our findings show the highest percentages of pseudogenes are found within 1 kb of the predicted breakpoints indicating that genome rearrangement events have likely promoted gene decay in strains of the Type B lineage.doi:10.1371/journal.ppat.1000459.g005
DNA metabolism and oxidative stress. In agreement with previous studies, we find that genes encoding members of the LysR transcriptional regulator family as well as other proteins involved in transcription, such as acetyltransferases, are specifically disrupted or absent in Type B strains . Not previously known, was the inactivation of these genes in the closely related non-human pathogenic F. tularensis subsp. mediasiatica FSC147 strain (Table 3). The range of known LysR transcriptional regulator targets includes genes whose roles include niche adaptation and virulent responses ,. The functional importance of the LysR transcriptional family in mediating pathogenicity, and their notable decay in the F.t. holarctica and F.t. mediasiatica subspecies lends support to the notion that they may be responsible for attenuation of virulence.
Also of interest is the subspecies specific loss of the hsdM gene (FTT1171c) in the more moderately human pathogenic Type B strains, which encodes a DNA methyltransferase component of the Type I restriction-modification defense system (Table 3). Previous studies have established that the Type I restriction-modification defense system regulates resistance of horizontal gene transfer in S. aureus . And a recent study reports the presence of a strong restriction barrier in the F. tularensis subsp. novicida subspecies that is mediated by numerous restriction/modification systems, which have been lost during the evolution of the human pathogenic subspecies .
Secretion systems. Generally, the cell envelope of gram-negative bacteria is composed of an outer membrane, peptidoglycan cell wall, periplasm and an inner membrane. Secretion systems acting across the cell envelope mediate transfer of virulence factors, and are therefore fundamental regulators of bacterial pathogenesis . Interestingly, early studies that identified virulence factors characterized a particular set of genes homologous to components of the Type III secretion system in Yersinia . These genes are frequently associated with pathogenicity islands present in animal pathogens as well as in plants ,. In addition, two Type III effector genes of the gram-negative pathogenic bacteria that causes blight in rice have been shown to mediate host transcription factor induction .
Previous studies have reported the presence of many components of different secretion systems in F. tularensis ,. Overall, our analysis of the recently sequenced F. tularensis genomes is consistent with previous characterization of the genes (and psuedogenes) that encode components of the Twin Arginine Translocation (TAT), and secretion systems of Type I (T1SS), Type II (T2SS), Type V (T5SS), and VI (T6SS) (Tables 4–6 and Table S1c,d,f) ,, in the F. tularensis subsp. tularensis and F. tularensis subsp. holarctica strains. There is presently no existing evidence to support the presence of intact Type III (T3SS) or Type IV (T4SS) secretion systems, or their functional role in Francisella, with the exception of the Type IV pilus biogenesis system. Although this system shares components of the T3SS, it is primarily associated with the T2SS ,,, (Table 4).
The Type III secretion system (T3SS) mediates transfer of virulence factors into host cells, and the T4SS may mediate transfer of DNA or virulence factors into eukaryotic target cells. Both systems are major pathogenicity factors in other bacteria ,,. And the secreted T3SS effectors have been shown to be important contributors to virulence in bacterial pathogenesis . Using P. aeruginosa T3SS component proteins and a repertoire of effector proteins to query Francisella, similar to the approach of Tobe, et. al. , we identified several homologs of known T3SS effectors (Table 4). This same approach did not identify any significant hits (e<1e-5) to Agrobacterium tumefaciens C58 T4SS proteins that were queried against the Francisella genomes ,. However, we did identify a small number of Francisella genes, using the KEGG system, which were assigned to T4SS pathways (Table 5).
Interestingly, the genes with similarity to effectors of the T3SS and components of the T4SS systems are present in F. tularensis subsp. novicida and F. philomiragia. subsp. philomiragia, however, there are four that are either present as pseudogenes or absent in Type A and/or Type B strains and one of these is also disrupted in F. tularensis subsp. mediasiatica. Two genes similar to T3SS effectors are present as pseudogenes specifically in Type A.II and Type B strains isolated from the Russian and Sweden regions (Table 4). One of these genes, hrpA (FTT1524c), encodes for an ATP-dependent helicase homologous to the E. coli HrpA DEAH-box RNA helicase previously shown to be involved in mRNA processing of an operon involved in fimbrial biogenesis , and the other gene, (FTT0023), encodes for a lipase/acyltransferase. In novicida strains, three genes (FTN_1069, FTN_1070, FTN_1071) are similar to the T3SS effector, OspD3_Sflx. These genes are truncated in Type A (FTT0612), Type B, and mediasiatica subspecies strains.
Type IV pilus secretion systems form a trans-envelope channel and an extracellular pilus structure. Type IV pili are known to mediate bacterial adhesion and twitching motility, and possibly other cellular functions necessary for bacterial growth and pathogenesis . Genes required for Type IV pili biogenesis have been previously identified in Francisella tularensis genomes and several of these encode components shared by the T3SS (ie. flagella), or are homologous to genes also required for T2SS ,. Consistent with previously characterized Type B strains, we identified an early in-frame stop in the pilT gene (FTT0088, T2SS) present in FSC022 and FSC257. This gene is also disrupted in the F. tularensis subsp. mediasiatica FSC147 strain, indicating that this genetic disruption occurred after the phylogenetic split between the Type A and F. tularensis subsp. mediasiatica/Type B Francisella strains (, Table S1f). FTT0861c, encoding a Type IV pili fiber block protein, has a large internal deletion and frame-shift in all of the Type A strains and in the FSC257 and FSC200 Type B strains. All of the Type B strains isolated from Russia and Sweden have a 5-bp deletion, which restores the reading frame without introducing an internal stop codon (data not shown). The prepilin peptidase encoded by the pilD (FTT0683c) gene has an in-frame stop near the C-terminus in all Type A and B strains, making them 9aa shorter. The impact of this change with regards to pathogenetic capacity of different Francisella strains is not known, however, Legionella pneumophila pilD mutants are known to be greatly reduced in virulence . In addition, we report that the pilA gene in all of the novicida strains is a single gene corresponding to a merge of FTT0888, FTT0889 and FTT0890, each about the size of pilA genes in other bacterial species. Although the biological significance of this merging of pilA genes is unknown, previous studies have established a functional importance of gene fusions in mediating virulence. For example, the fusion of the partial ORFs, FTT0918 and FTT0919, has been shown to be a significant contributing factor to virulence attenuation in the FSC043 strain . Recent studies have also characterized the presence of fibres resembling type IV pili on the surface of the LVS and demonstrated the importance of pilA and the other genes of the type IV pilus biogenesis system in mediating F. tularensis virulence in mice ,
Most of the genes identified by their similarity to known T4SS genes are present in all of the Francisella subspecies. Of interest are two genes, FTT1797c and FTT0542; the former is disrupted only in the F. tularensis subsp. mediasiatica FSC147 strain and the latter is specifically disrupted in the F. tularensis subsp. tularensis subspecies. The disruption of a gene (FTT1797c), encoding a peptide methionine-S-sulfoxide reductase, only in the F. tularensis subsp. mediasiatica FSC147 strain is notable given emerging evidence that the absence of the MsrA2 enzyme results in decreased bacterial pathogen survival in host organisms . Also of interest is the subspecies specific loss of the gene (FTT0542) encoding the peroxiredoxin oxidative response protein in Type A strains (Table 5).
It is also worth noting that comM, a gene disrupted in F. tularensis subsp. tularensis, F. tularensis subsp. holarctica, and F. tularensis subsp. mediasiatica, has been previously characterized in Haemophilus influenzae and is also a highly conserved component of systems regulating competence in gamma-proteobacteria and E. coli . Additional loci shown to genetically interact with the comM competence pathway were also identified in all of the Francisella subspecies, including the F. tularensis subsp. mediasiatica, F. tularensis subsp. novicida and F.philomiragia subsp. philomiragia strains (Table 6).
The Francisella Pathogenicity Island. The Francisella Pathogenicity Island is comprised of a regulated cluster of approximately 19 genes known to regulate intramacrophage growth . Previous studies have classified genes found in the Francisella Pathogenicity Island as components of the T6SS ,. Inactivation of one of these genes, pdpD, results in attenuation of F. tularensis in mice, and it has also been previously reported that pdpD is either absent or present as a strain specific isoform in the Type B subtype ,. Our computational analysis of ten Type B strains has enabled us to further characterize the pdpD disruption. We report that pdpD is significantly truncated by an in-frame stop codon in all Type B strains (Table S1f and data not shown). Interestingly, a gene (FTT1348) in the Francisella Pathogenicity Island that encodes a hypothetical protein is disrupted in Type B strains as well as in the F. tularensis subsp. mediasiatica FSC147 strain (Table S1f).
The Twin Arginine Translocation System. The Twin Arginine Translocation (TAT) secretion system mediates cytoplasmic membrane transport of folded proteins regulating bacterial pathogenesis. Our analysis using the TatP program identified potential substrates for the (TAT) secretion pathway that were disrupted or absent in the F. tularensis subsp. tularensis subspecies (Table S1f). The bcr2 transporter gene (FTT0775c), is specifically disrupted in the Type A.I strains and genes encoding a short-chain dehydrogenase/reductase family protein (FTT0723) and an amino acid transporter (FTT0361) are specifically disrupted in all of the Type B strains. The (FTT0723) gene encoding a short-chain dehydrogenase/reductase family protein and (FTT1510c), which encodes a HAAP family transporter are also disrupted in the F. tularensis subsp. mediasiatica strain (Table S1f).
Transporters. Other major transporter protein families have been identified that regulate growth and virulence in bacteria, and specifically in Francisella. For example, the ATP-binding cassette (ABC) as well as the Major Facilitator Superfamily (MFS) transporters have also been shown to be involved in mechanisms of multidrug resistance in both bacteria and fungi ,. In fact, the largest group of inactivated genes that encode known protein products are classified as members of the MFS transporters (Table 3 and Table S1b,f). We identified a total of 14 MFS and ABC encoding genes that were specifically disrupted or absent in F. tularensis subsp. holarctica and/or F. tularensis subsp. mediasiatica (Table 3 and Table S1b). Our comparative analysis also confirmed previous findings regarding specific loss in Type A.II and Type B strains of the FTT0727 and FTT0729 genes that encode components of the DRI/YHIH family ABC exporter, as well as loss of genes encoding members of the OCTN family of ABC transporters, the REG family of ABC transporters and the oppABCDF system ,,, Table S1b). The opp operon is an important regulator of oligopeptide transport and bacterial growth . We find that two genes, oppD (FTT0125) and oppF (FTT0126), are separate loci in Type A strains, but a 960 bp internal deletion in Type B strains results in a fused ORF with disrupted oppD and oppF coding sequences (Table 3 and Table S1g).
Two Component Systems. Bacterial Two Component Systems (TCSs) have been found to be important regulators of growth and virulence ,. We identified three known paired TCSs that exhibit differences between the Francisella subspecies: The ntrXY regulator (unique to F. philomiragia), the vicRK system, and the kdpABCDE system  (Table S1f). Studies in bacterial species other than Francisella have provided evidence that the vicRK system plays a key role in mediating virulence by actively detecting changes in temperature, oxidative stress and osmotic pressure ,. We find that two genes of the vicRK system are specifically disrupted in strains of the human pathogenic Type A and B lineage (Table S1f) ,.
The kdp genes function in a turgor pressure response system that is sensitive to low potassium levels. Interestingly, we find that all of the genes in the kdp operon, with the exception of kdpC and a small ORF we have identified as kdpF (FTT1740c), are differentially inactivated in Type A and B strains, consistent with previous studies  as well as in the F. tularensis subsp. mediasiatica strain, FSC147. Previous work has shown that a transposon mediated disruption of the kdpD gene in the F. tularensis subsp. novicida U112 strain leads to attenuation of virulence in mice .
Overall, the biological significance of the subspecies specific genomic differences that we report are largely unknown, except in those cases also identified and verified experimentally by other studies. It is worth mentioning that there are cases, like the kdpD gene, where gene loss in other species of bacteria (M. tuberculosis) results in increased virulence rather than attenuation . It is known that regulation of highly conserved genetic pathways important in determining virulence and host tropism are dependent upon the overall biology of the organism, and are also influenced by the host environment. In regards to mechanisms of host tropism and Francisella infection, much has been gleaned from a recent study suggesting that F. tularensis subsp. holarctica bacterial dissemination post-infection is accomplished by regulation of dendritic cells migration in mice . Along these lines, it should be mentioned that all Francisella subspecies assayed to date are virulent in cultured cells and in animal models, even though the pathogenicity of different subspecies in the human host varies considerably. The F. tularensis subsp. novicida U112 strain, for example, rarely affects humans even though this strain is highly virulent in animal models. This, together with its genetic tractability, makes F. tularensis subsp. novicida U112 a commonly used model system in studies of Francisella pathogenesis. Although there is much to be learned from these studies, we are still challenged by the inherent limitations that exist in assaying how subspecies genetic differences determine virulence in various host environments, especially in humans.
We have reported the sequencing of five globally diverse strains of Francisella and their comparative analysis with all other publicly available Francisella genome sequences, including the geographically restricted and rare F. tularensis subsp. mediasiatica FSC147 isolate from the Central Asian region. Our analysis of these whole genome sequences has provided novel insights into the genomic attributes that underlie the attenuated virulence of the F. tularensis subsp. holarctica and F. tularensis subsp. mediasiatica lineages, in comparison to F. tularensis subsp. tularensis strains. These subspecies are more closely related to each other phylogenetically than to their more distant philomiragia and novicida relatives, however, they inhabit geographically distinct regions. Although the origin of the Type B lineage is debatable, recent evidence suggests that F. tularensis subsp. holarctica originated in Asia, as evident from the phylogenetic basal positioning of the F. tularensis subsp. holarctica FSC022 japonica strain, and this clade diverged from the Type-B radiation lineage proposed to have originated in North America. Molecular approaches prior to the availability of whole genome sequence analysis has characterized the Type B-radiation lineage as a genetically homogeneous clade. These findings together with the wide distribution of Type B isolates across the Northern hemisphere has lead to speculations that the Type B-radiation group recently emerged through a genetic bottleneck, resulting in niche adaptation and attenuation of virulence. Consequently, increased survival in a range of vertebrate and invertebrate hosts likely facilitated the spread of Type B Francisella across the Northern hemisphere. The findings that Type B strains can survive in watercourses also reflects this broadening of the host range.
Here, we provide evidence suggesting that genome rearrangements and gene decay may have played a prominent role in the pathoadaptation of different Francisella subspecies, including the Type B-radiation lineage. Our findings therefore suggest that a greater genetic diversity exists between isolates of the Type B group than previously known. Since these strains are more recently diverged in comparison to other Francisella strains, our findings also suggest that perhaps this lineage is undergoing an evolutionary process of further diversification. Evidence of genomic rearrangements and diversity is predominant from our comparisons between the more ancestral FSC022 strain and all of the other Type B strains of the radiation lineage. Surprisingly, we also report similar evidence of significant rearrangements from comparisons specifically between the OSU18 and FSC257 strains of the Type B-radiation lineage. In addition, we report cases of pseudogenes that are specific to Type A.II and Type B strains isolated from the Russian and Sweden regions, which include the FSC257 strain.
Like the Type B lineage, F. tularensis subsp. mediasiatica has also previously been characterized as a subspecies with very little genetic diversity. In contrast, however, F. tularensis subsp. mediasiatica is geographically very restricted and isolates are rare which may limit our knowledge of the true genetic diversity of this lineage. Interestingly, despite the distinction of their environmental niches, the F. tularensis subsp. holarctica and F. tularensis subsp. mediasiatica lineages share a similar pathogenicity profile and we find that the genomes of these subspecies share intriguing genomic profiles with respect to key genes known to play a role in bacterial pathogenesis. Specifically, the F. tularensis subsp. holarctica and F. tularensis subsp. mediasiatica strains contain polymorphisms in a shared set of genes that contain known factors important for virulence and niche adaptation in other bacteria. These genes encode protein products that include important transcriptional regulators (ie. LysR family), structural components (ie. PilT), metabolic regulators (ie. MdaB), membrane proteins, and transporters of the Major facilitator superfamily. Also disrupted specifically in the F. tularensis subsp. holarctica and F. tularensis subsp. mediasiatica strains is a gene of unknown function that is a component of the Francisella pathogenicity island (FTT1348) and encodes a protein fusion product of two hypothetical proteins in F. tularensis subsp. novicida. We also find that a gene encoding a subunit of the OppA oligopeptide transporter is disrupted in all of the radial lineage Type B strains and the F. tularensis subsp. mediasiatica strain, but is intact in the more ancestral FSC022 strain. Also of note is the specific disruption of the msrA2 gene in F. tularensis subsp. mediasiatica that encodes a peptide methionine sulfoxide reductase.
The collection of genes that we have identified as likely regulators of niche adaptation and virulence in Francisella also includes genes encoding factors exhibiting weak sequence similarity to known genes of the Type III and Type IV secretion systems. The biological significance of the sequence similarity of some Francisella loci to genes encoding effector and component proteins characteristic of either the T3SS or T4SS, respectively, is unclear. The absence of intact Type III or Type IV secretion systems might be indicative of evolutionary decay, or a mechanism of cross-talk between components of partial secretion systems that mediate Francisella virulence; An aspect which emphasizes the uniqueness of the mechanism of virulence in Francisella in comparison to other bacteria.
Our findings shed light on the evolutionary process of Francisella pathogenicity, and also provide broader insight into the general evolutionary process of bacterial pathoadaptation. A model of evolution of Francisella subspecies can be proposed from comparative analysis of genomic features of F. tularensis subspecies and what is known regarding mechanisms of pathoadaptation in recently obligate intracellular pathogens: As strains underwent geographical dispersion and adaptation to new niches, their genomes acquired more transposable elements and experienced higher frequencies of rearrangements. These events led to an increase of genomic polymorphisms that promoted functional acquisition required for environmental adaptation and virulence, as evident in the highly pathogenic tularensis subspecies. The high abundance of pseudogenes in more recently emerged subspecies is likely a reflection of the Francisella genomes in decay, especially in the strains that are human pathogens, where the more nutritionally rich environment in the host (e.g, rabbits and humans) made it unnecessary to maintain many of the genes required as a free-living organism. Interestingly, mechanisms of genomic pathoadaptation seems to have promoted a more benign pathogenic biology in the more recently emerged Type B Francisella strains, and attenuation in rarely human pathogenic F. tularensis subsp. mediasiatica.
Materials and Methods
Sequencing and Assembly
F. tularensis subsp. holarctica type B strain FSC257 (FSC257) was isolated from the tick Dermacentor pictus in 1949 from the area of Moscow, Russia. A different lineage of holarctica subspecies, strain FSC022, was isolated in Japan in 1950. The CDC standard for Type A strains, FSC033 (399), was isolated from a squirrel in Georgia, USA and the genomic DNA of this strain, as well as strains FSC257 and FSC022 were kindly provided by Mats Forsman of Swedish Defense Research Agency, Sweden.
Two antibiotic sensitive F. tularensis subsp. novicida strains, GA99-3548 and GA99-3549(F6168) , were isolated from human patient samples in Louisiana and California, respectively and the DNA sequenced in this project was provided by Scott Bearden at the CDC Fort Collins, Colorado, USA.
8× draft assemblies of 5 strains using 454 Technology and ABI Hybrid Assembly was done as described at http://www.broad.mit.edu/seq/msc/. The sequence coverage generated is shown in Table 1 and Arachne  was used for sequence assembly.
The 8× draft assemblies for the 5 strains were deposited in GenBank and the accession numbers for these sequences, as well as the accession numbers for publicly available Francisella sequences also used in this study, are provided in Table 7.
Table 7. GenBank Accession Numbers for Francisella Strains Used in This Study.doi:10.1371/journal.ppat.1000459.t007
Annotation and Analysis
The Francisella genomes were annotated as described on the Broad Institute Francisella tularensis group database: (http://www.broad.mit.edu/annotation/genome/Francisella_tularensis_group/MultiHome.html)
Genomic Comparative Maps
Genomic Comparative Maps were constructed using CGview software  and scripts for mapping blast analysis provided courtesy of Paul Stothard and customized by M.Champion. Five sequenced draft genomes (F. tularensis subsp. holarctica FSC257 and FSC022; F. tularensis subsp. tularensis FSC033; F. tularensis subsp. novicida GA99-3548, and GA99-3549 strains) were aligned to the F. tularensis subsp. holarctica OSU18 reference sequence using the blastn program (minimum percent identity = 95 and expected threshold = 1e-5).
Genome Alignments and Analysis of Predicted Genome Rearrangements
A comparison of genome rearrangement patterns between the more ancestral FSC022 Type B strain (reference) and the clonal strains of the holarctica subspecies was done using the alignment program, PatternHunter and for certain cases, visual comparisons were also done using Mauve . PatternHunter was utilized at default settings; Except the maximum distance between spans for the spans to be merged on both the reference and the query sequence was set to 200 bp and the alignments were filtered for overlap percentages > = 90 . Predicted rearrangements were identified from sequence alignments and breakpoint sites were further analyzed for proximal gene decay (see methods below for further description of how pseudogenes were identified). Specifically, total predicted ORF counts were binned according to distance (kb) from the predicted breakpoint. The number of pseudogenes in each bin was used to determine the percentage present. The statistical significance of pseudogene enrichment was determined using Fisher's Exact Test to derive p-values. PatternHunter whole genome alignments were also used to generate dotplots. For confirmation of select breakpoints in Mauve, a default LCB cutoff of 175, and filtering for blocks > = to 10 kb.
The evolutionary history of 20 Francisella strains was inferred from whole genome SNP data using the Maximum Parsimony method and MEGA4 software . PatternHunter was utilized (as described above) to perform pairwise local alignments of 200 bp segments on a sliding window. This analysis compared sequence segments and did not require synteny, therefore rearrangements were not a factor in SNP discovery. Whole genome SNPs at least 20 bp apart and present in more than one Francisella genome were identified using custom scripts and clustalw alignments of these sequences were selected for further analysis using MEGA4 software. Specifically, the bootstrap consensus tree inferred from 500 replicates is taken to represent the evolutionary history of the taxa analyzed (Figure 2). Branches corresponding to partitions reproduced in less than 50% bootstrap replicates are collapsed. The percentage of replicate trees in which the associated taxa clustered together in the bootstrap test (500 replicates) are shown above the branches. The MP tree was obtained using the Close-Neighbor-Interchange algorithm with search level 3 in which the initial trees were obtained with the random addition of sequences (10 replicates). The tree is drawn to scale, with branch lengths calculated using the average pathway method and are in the units of the number of changes over the whole sequence. All positions containing gaps and missing data were eliminated from the dataset (Complete Deletion option). There were a total of 6180 positions in the final dataset, out of which 6164 were parsimony informative.
Comparative Analysis of Gene Content
We performed an extensive comparative analysis of ORFs and whole genome sequences to identify genes unique to one or more subspecies, but absent in others. Briefly, we did an all versus all blast comparison (e = 10−10) of all CDS (including pseudogenes) from four completely sequences genomes: SCHU S4 (Type A1); WY96-3418 (Type A2), OSU18 (Type B) and U112 (spp. novicida), to identify an initial list of ORFs not found in ORFs from one or more of the other genomes. We then used this list of ORFs to search against all 20 genomes in order to evaluate conservation profiles using both nucleotide as well as protein sequence alignments (clustalw).
We used a similar approach to search for likely gene fusion/split events. Specifically, we first identified candidate gene pairs via an all versus all blast comparison (e = 10−10) of coding sequences. We used custom scripts to identify candidates and then reviewed these candidates in the context of genome alignments and targeted gene sequence alignment from all the available Francisella genome sequences. This allowed us to distinguish real gene fusion/split event from artifacts due to annotation or sequencing errors.
We assigned all protein coding genes (including pseudogenes) to KEGG pathways using KAAS . Additional information about transporters were added from , and from membrane transportDB and TransAAP analysis ,. Members of the bacterial two component systems were identified using PFAM domains for the response regulators (PF00072) and histidine kinase (PF00512, PF07536, PF07568 and PF0773), similar to the approach used by Kiil et al. .
Search for similarity to proteins in the T3SS and T4SS pathways.
We used P. aeruginosa T3SS component protein sequences and a repertoire of effector protein sequences as queries to search a translated nucleotide Francisella database with the TBLASTN algorithm  (BLOSUM62 matrix, default parameters with the exception of setting the expected threshold to e<1e-5) similar to the approach of Tobe, et. al. . The same approach, using Agrobacterium tumefaciens C58 T4SS protein sequences as queries was also done ,. In addition, we also used the Francisella nucleotide sequences as queries to search the KEGG peptide database using blastx (BLOSUM62 matrix, default parameters with the exception of setting the expected threshold to e<1e-5). Hits were filtered based on the expectation threshold, however in general, those identified also exhibit a <40% identity to the query and therefore are defined as ‘weakly similar’.
Whole genome sequence alignments and dotplot comparisons between the F. tularensis subsp. mediasiatica FSC147 strain and other subspecies strains. FSC147 is the reference genome (X axis) in all dotplot comparisons (A–C). (A) F. tularensis subsp. mediasiatica FSC147 and F. tularensis subsp. novicida GA99-3548, (B) F. tularensis subsp. mediasiatica FSC147 and F. tularensis subsp. holarctica FSC022, (C) F. tularensis subsp. mediasiatica FSC147 and F. tularensis subsp. tularensis SCHU S4. Alignments were filtered for overlap percentages greater than or equal to 90%. Numerous rearrangements are evident from the dotplot comparisons.
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Subspecies specific disruption of genes encoding proteins of major secretory pathways, membrane proteins and components of known metabolic pathways.
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Summary of genes identified as candidates for mediating pathogenicity in F. tularensis subsp. tularensis (Type A), F. tularensis subsp. holarctica (Type B), and F. tularensis subsp. novicida by previous studies.
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We thank members of the Microbial Sequencing Center at the Broad Institute of MIT and Harvard.
Conceived and designed the experiments: MDC QZ FEN PK MB MF SWB AS RWT BB JEG. Performed the experiments: MDC QZ EBN SY. Analyzed the data: MDC QZ EBN FEN PK CDK SY BB JEG. Contributed reagents/materials/analysis tools: MDC QZ EBN FEN PK MB MK RE MP CH LL JW LA MF SWB AS. Wrote the paper: MDC SLM. Contributed select draft sections of the paper in the early editing stages: QZ. Edited paper: FEN PK MF BB. Significant scientific advice and editing of the manuscript: RT. Editorial comments on the paper: SLM. Directed the Project and provided leadership: BB. Senior Author and provided editorial input: JG.
- 1. CDC (2008) Tularemia http://www.cdc.gov/ncidod/diseases/submenus/sub_tularemia.htm.
- 2. Ellis J, Oyston PC, Green M, Titball RW (2002) Tularemia. Clin Microbiol Rev 15: 631–641. doi: 10.1128/CMR.15.4.631-646.2002
- 3. Oyston PC, Sjostedt A, Titball RW (2004) Tularaemia: bioterrorism defence renews interest in Francisella tularensis. Nat Rev Microbiol 2: 967–978. doi: 10.1038/nrmicro1045
- 4. Svensson K, Larsson P, Johansson D, Byström M, Forsman M, et al. (2005) Evolution of Subspecies of Francisella tularensis. Journal of Bacteriology 187: 3903–3908. doi: 10.1128/JB.187.11.3903-3908.2005
- 5. Johansson A, Farlow J, Larsson P, Dukerich M, Chambers E, et al. (2004) Worldwide genetic relationships among Francisella tularensis isolates determined by multiple-locus variable-number tandem repeat analysis. J Bacteriol 186: 5808–5818. doi: 10.1128/JB.186.17.5808-5818.2004
- 6. Vogler AJ, Birdsell D, Price LB, Bowers JR, Beckstrom-Sternberg SM, et al. (2009) Phylogeography of Francisella tularensis: global expansion of a highly fit clone. J Bacteriol 191: 2474–2484. doi: 10.1128/JB.01786-08
- 7. Forsman M, Sandstrom G, Sjostedt A (1994) Analysis of 16S ribosomal DNA sequences of Francisella strains and utilization for determination of the phylogeny of the genus and for identification of strains by PCR. Int J Syst Bacteriol 44: 38–46. doi: 10.1099/00207713-44-1-38
- 8. Canback B, Tamas I, Andersson SG (2004) A phylogenomic study of endosymbiotic bacteria. Mol Biol Evol 6: 1110–1122. doi: 10.1093/molbev/msh122
- 9. Larsson P, Oyston PC, Chain P, Chu MC, Duffield M, et al. (2005) The complete genome sequence of Francisella tularensis, the causative agent of tularemia. Nat Genet 37: 153–159. doi: 10.1038/ng1499
- 10. Beckstrom-Sternberg SM, Auerbach RK, Godbole S, Pearson JV, Beckstrom-Sternberg JS, et al. (2007) Complete Genomic Characterization of a Pathogenic A.II Strain of Francisella tularensis Subspecies tularensis. PLoS ONE 2: e947. doi: 10.1371/journal.pone.0000947
- 11. Farlow J, Wagner DM, Dukerich M, Stanley M, Chu M, et al. (2005) Francisella tularensis in the United States. Emerg Infect Dis 11: 1835–1841. doi: 10.3201/eid1112.050728
- 12. Keim P, Johansson A, Wagner DM (2007) Molecular epidemiology, evolution, and ecology of Francisella. Ann N Y Acad Sci 1105: 30–66. doi: 10.1196/annals.1409.011
- 13. Broekhuijsen M, Larsson P, Johansson A, Bystrom M, Eriksson U, et al. (2003) Genome-wide DNA microarray analysis of Francisella tularensis strains demonstrates extensive genetic conservation within the species but identifies regions that are unique to the highly virulent F. tularensis subsp. tularensis. J Clin Microbiol 41: 2924–2931. doi: 10.1128/JCM.41.7.2924-2931.2003
- 14. Forsman M, Johansson A (2005) Tularemia. In Encyclopedia of Bioterrorism Defence 483–488.
- 15. Rohmer L, Brittnacher M, Svensson K, Buckley D, Haugen E, et al. (2006) Potential source of Francisella tularensis live vaccine strain attenuation determined by genome comparison. Infect Immun 74: 6895–6906. doi: 10.1128/IAI.01006-06
- 16. Nano FE, Zhang N, Cowley SC, Klose KE, Cheung KK, et al. (2004) A Francisella tularensis pathogenicity island required for intramacrophage growth. J Bacteriol 186: 6430–6436. doi: 10.1128/JB.186.19.6430-6436.2004
- 17. Rohmer L, Fong C, Abmayr S, Wasnick M, Larson Freeman TJ, et al. (2007) Comparison of Francisella tularensis genomes reveals evolutionary events associated with the emergence of human pathogenic strains. Genome Biol 8: R102. doi: 10.1186/gb-2007-8-6-r102
- 18. Nano FE, Schmerk C (2007) The Francisella pathogenicity island. Ann N Y Acad Sci 1105: 122–137. doi: 10.1196/annals.1409.000
- 19. Maurelli AT (2007) Black holes, antivirulence genes, and gene inactivation in the evolution of bacterial pathogens. FEMS Microbiol Lett 267: 1–8. doi: 10.1111/j.1574-6968.2006.00526.x
- 20. Hacker J, Kaper JB (2000) Pathogenicity islands and the evolution of microbes. Annu Rev Microbiol 54: 641–679. doi: 10.1146/annurev.micro.54.1.641
- 21. Li J, Ryder C, Mandal M, Ahmed F, Azadi P, et al. (2007) Attenuation and protective efficacy of an O-antigen-deficient mutant of Francisella tularensis LVS. Microbiology 153: 3141–3153. doi: 10.1099/mic.0.2007/006460-0
- 22. Parkhill J, Sebaihia M, Preston A, Murphy LD, Thomson N, et al. (2003) Comparative analysis of the genome sequences of Bordetella pertussis, Bordetella parapertussis and Bordetella bronchiseptica. Nat Genet 35: 32–40. doi: 10.1038/ng1227
- 23. Moore RA, Reckseidler-Zenteno S, Kim H, Nierman W, Yu Y, et al. (2004) Contribution of gene loss to the pathogenic evolution of Burkholderia pseudomallei and Burkholderia mallei. Infect Immun 72: 4172–4187. doi: 10.1128/IAI.72.7.4172-4187.2004
- 24. Day WA, Jr Fernández RE, Maurelli AT (2001) Pathoadaptive mutations that enhance virulence: genetic organization of the cadA regions of Shigella spp. Infect Immun 69: 7471–7480. doi: 10.1128/IAI.69.12.7471-7480.2001
- 25. Titball RW, Petrosino JF (2007) Francisella tularensis genomics and proteomics. Ann N Y Acad Sci 1105: 98–121. doi: 10.1196/annals.1409.015
- 26. Petrosino JF, Xiang Q, Karpathy SE, Jiang H, Yerrapragada S, et al. (2006) Chromosome rearrangement and diversification of Francisella tularensis revealed by the type B (OSU18) genome sequence. J Bacteriol 188: 6977–6985. doi: 10.1128/JB.00506-06
- 27. Tomaso H, Al Dahouk S, Hofer E, Splettstoesser WD, Treu TM, et al. (2005) Antimicrobial susceptibilities of Austrian Francisella tularensis holarctica biovar II strains. Int J Antimicrob Agents 26: 279–284. doi: 10.1016/j.ijantimicag.2005.07.003
- 28. Infectious Diseases Society of America IDSA (2008) Tularemia: Current, comprehensive information on pathogenesis, microbiology, epidemiology, diagnosis, treatment, and prophylaxis. http://www.cidrap.umn.edu/idsa/bt/tularemia/biofacts/tularemiafactsheet.html.
- 29. Abd H, Johansson T, Golovliov I, Sandström G, Forsman M (2003) Survival and growth of Francisella tularensis in Acanthamoeba castellanii. Appl Environ Microbiol 69: 600–606. doi: 10.1128/AEM.69.1.600-606.2003
- 30. Thelaus J, Andersson A, Mathisen P, Forslund AL, Noppa L, et al. (2009) Influence of nutrient status and grazing pressure on the fate of Francisella tularensis in lake water. FEMS Microbiol Ecol 67: 69–80. doi: 10.1111/j.1574-6941.2008.00612.x
- 31. Nübel U, Reissbrodt R, Weller A, Grunow R, Porsch-Ozcürümez M, et al. (2006) Population structure of Francisella tularensis. J Bacteriol 188: 5319–5324. doi: 10.1128/JB.01662-05
- 32. Gallagher LA, Ramage E, Jacobs MA, Kaul R, Brittnacher M, et al. (2007) A comprehensive transposon mutant library of Francisella novicida, a bioweapon surrogate. Proc Natl Acad Sci 104: 1009–1014. doi: 10.1073/pnas.0606713104
- 33. Kraemer PS, Mitchell A, Pelletier MR, Gallagher LA, Wasnick M, et al. (2009) Genome-wide screen in Francisella novicida for genes required for pulmonary and systemic infection in mice. Infect Immun 77: 232–244. doi: 10.1128/IAI.00978-08
- 34. Weiss DS, Brotcke A, Henry T, Margolis JJ, Chan K, et al. (2007) In vivo negative selection screen identifies genes required for Francisella virulence. Proc Natl Acad Sci U S A 104: 6037–6042. doi: 10.1073/pnas.0609675104
- 35. Gallagher LA, McKevitt M, Ramage ER, Manoil C (2008) Genetic dissection of the Francisella novicida restriction barrier. J Bacteriol 190: 7830–7837. doi: 10.1128/JB.01188-08
- 36. Atkins HS, Dassa E, Walker NJ, Griffin KF, Harland DN, et al. (2006) The identification and evaluation of ATP binding cassette systems in the intracellular bacterium Francisella tularensis. Res Microbiol 157: 593–604. doi: 10.1016/j.resmic.2005.12.004
- 37. Su J, Yang J, Zhao D, Kawula TH, Banas JA, et al. (2007) Genome-wide identification of Francisella tularensis virulence determinants. Infect Immun 75: 3089–3101. doi: 10.1128/IAI.01865-06
- 38. Brett CL, Donowitz M, Rao R (2005) Evolutionary origins of eukaryotic sodium/proton exchangers. Am J Physiol Cell Physiol 288: C223–239. doi: 10.1152/ajpcell.00360.2004
- 39. Rubio MA, Pastar I, Gaston KW, Ragone FL, Janzen CJ, et al. (2007) An adenosine-to-inosine tRNA-editing enzyme that can perform C-to-U deamination of DNA. PNAS 104: 7821–7826. doi: 10.1073/pnas.0702394104
- 40. Patel NJ, Zaborina O, Wu L, Wang Y, Wolfgeher DJ, et al. (2007) Recognition of intestinal epithelial HIF-1alpha activation by Pseudomonas aeruginosa. Am J Physiol Gastrointest Liver Physiol 292: G134–142. doi: 10.1152/ajpgi.00276.2006
- 41. Kukavica-Ibrulj I, Sanschagrin F, Peterson A, Whiteley M, Boyle B, et al. (2008) Functional genomics of PycR, a LysR family transcriptional regulator essential for maintenance of Pseudomonas aeruginosa in the rat lung. Microbiology 154: 2106–2118. doi: 10.1099/mic.0.2007/011239-0
- 42. Waldron DE, Lindsay JA (2006) Sau1: a novel lineage-specific type I restriction-modification system that blocks horizontal gene transfer into Staphylococcus aureus and between S. aureus isolates of different lineages. J Bacteriol 188: 5578–5585. doi: 10.1128/JB.00418-06
- 43. Kostakioti M, Newman CL, Thanassi DG, Stathopoulos C (2005) Mechanisms of Protein Export across the Bacterial Outer Membrane. J Bacteriol 187: 4306–4314. doi: 10.1128/JB.187.13.4306-4314.2005
- 44. Winstanley C, Hart CA (2001) Type III secretion systems and pathogenicity islands. J Med Microbiol 50: 116–126.
- 45. Mecsas JJ, Strauss EJ (1996) Molecular mechanisms of bacterial virulence: type III secretion and pathogenicity islands. Emerg Infect Dis 2: 270–288. doi: 10.3201/eid0204.960403
- 46. Sugio A, Yang B, Zhu T, White FF (2007) Two type III effector genes of Xanthomonas oryzae pv. oryzae control the induction of the host genes OsTFIIAgamma1 and OsTFX1 during bacterial blight of rice. Proc Natl Acad Sci U S A 104: 10720–10725. doi: 10.1073/pnas.0701742104
- 47. Gil H, Platz GJ, Forestal CA, Monfett M, Bakshi CS, et al. (2006) Deletion of TolC orthologs in Francisella tularensis identifies roles in multidrug resistance and virulence. Proc Natl Acad Sci 103: 12897–12902. doi: 10.1073/pnas.0602582103
- 48. Tobe T, Beatson SA, Taniguchi H, Abe H, Bailey CM, et al. (2006) An extensive repertoire of type III secretion effectors in Escherichia coli O157 and the role of lambdoid phages in their dissemination. Proc Natl Acad Sci 103: 14941–14946. doi: 10.1073/pnas.0604891103
- 49. Forsberg A, Guina T (2007) Type II secretion and type IV pili of Francisella. Ann N Y Acad Sci 1105: 187–201. doi: 10.1196/annals.1409.016
- 50. Urbanowski ML, Lykken GL, Yahr TL (2005) A secreted regulatory protein couples transcription to the secretory activity of the Pseudomonas aeruginosa type III secretion system. Proc Natl Acad Sci 102: 9930–9935. doi: 10.1073/pnas.0504405102
- 51. Schröder G, Dehio C (2005) Virulence-associated type IV secretion systems of Bartonella. Trends Microbiol 13: 336–342. doi: 10.1016/j.tim.2005.05.008
- 52. Goodner B, Hinkle G, Gattung S, Miller N, Blanchard M, et al. (2001) Genome sequence of the plant pathogen and biotechnology agent Agrobacterium tumefaciens C58. Science 294: 2323–2328. doi: 10.1126/science.1066803
- 53. Wood DW, Setubal JC, Kaul R, Monks DE, Kitajima JP, et al. (2001) The Genome of the Natural Genetic Engineer Agrobacterium tumefaciens C58. Science 294: 2317–2323. doi: 10.1126/science.1066804
- 54. Koo JT, Choe J, Moseley SL (2004) HrpA, a DEAH-box RNA helicase, is involved in mRNA processing of a fimbrial operon in Escherichia coli. Mol Microbiol 52: 1813–1826. doi: 10.1111/j.1365-2958.2004.04099.x
- 55. Chakraborty S, Monfett M, Maier TM, Benach JL, Frank DW, et al. (2008) Type IV pili in Francisella tularensis: roles of pilF and pilT in fiber assembly, host cell adherence and virulence. Infect Immun: Epub. doi: 10.1128/iai.01726-07
- 56. Forsberg A, Guina T (2007) Type II secretion and type IV pili of Francisella. Ann N Y Acad Sci 1105: 187–201. doi: 10.1196/annals.1409.016
- 57. Rossier O, Cianciotto NP (2001) Type II protein secretion is a subset of the PilD-dependent processes that facilitate intracellular infection by Legionella pneumophila. Infect Immun 69: 2092–2098. doi: 10.1128/IAI.69.4.2092-2098.2001
- 58. Twine S, Byström M, Chen W, Forsman M, Golovliov I, et al. (2005) A mutant of Francisella tularensis strain SCHU S4 lacking the ability to express a 58-kilodalton protein is attenuated for virulence and is an effective live vaccine. Infect Immun 73: 8345–8352. doi: 10.1128/IAI.73.12.8345-8352.2005
- 59. Gil H, Benach JL, Thanassi DG (2004) Presence of pili on the surface of Francisella tularensis. Infect Immun 72: 3042–3047. doi: 10.1128/IAI.72.5.3042-3047.2004
- 60. Zogaj X, Chakraborty S, Liu J, Thanassi DG, Klose KE (2008) Characterization of the Francisella tularensis subsp. novicida type IV pilus. Microbiology 154: 2139–2150. doi: 10.1099/mic.0.2008/018077-0
- 61. Sasindran SJ, Saikolappan S, Dhandayuthapani S (2007) Methionine sulfoxide reductases and virulence of bacterial pathogens. Future Microbiol 2: 619–630. doi: 10.2217/17460918.104.22.1689
- 62. Cameron ADS, Redfield R (2006) Non-canonical CRP sites control competence regulons in Escherichia coli and many other gamma-proteobacteria. Nucleic Acids Res 34: 6001–6014. doi: 10.1093/nar/gkl734
- 63. Ludu JS, de Bruin OM, Duplantis BN, Schmerk CL, Chou AY, et al. (2008) The Francisella pathogenicity island protein PdpD is required for full virulence and associates with homologues of the type VI secretion system. J Bacteriol 190: 4584–4595. doi: 10.1128/JB.00198-08
- 64. Lewinson O, Adler J, Sigal N, Bibi E (2006) Promiscuity in multidrug recognition and transport: the bacterial MFS Mdr transporters. Mol Microbiol 61: 277–284. doi: 10.1111/j.1365-2958.2006.05254.x
- 65. Roohparvar R, De Waard MA, Kema GH, Zwiers LH (2007) MgMfs1, a major facilitator superfamily transporter from the fungal wheat pathogen Mycosphaerella graminicola, is a strong protectant against natural toxic compounds and fungicides. Fungal Genet Biol 44: 378–388. doi: 10.1016/j.fgb.2006.09.007
- 66. Kanehisa M, Araki M, Goto S, Hattori M, Hirakawa M, et al. (Dec 12 2007 Epub) KEGG for linking genomes to life and the environment. Nucleic Acids Res. doi: 10.1093/nar/gkm882
- 67. Ren Q, Chen K, Paulsen IT (2007) TransportDB: a comprehensive database resource for cytoplasmic membrane transport systems and outer membrane channels. Nucleic Acids Res D274–279. doi: 10.1093/nar/gkl925
- 68. Lee EM, Ahn SH, Park JH, Lee JH, Ahn SC, et al. (2004) Identification of oligopeptide permease (opp) gene cluster in Vibrio fluvialis and characterization of biofilm production by oppA knockout mutation. FEMS Microbiol Lett 240: 21–30. doi: 10.1016/j.femsle.2004.09.007
- 69. Parish T, Smith DA, Kendall S, Casali N, Bancroft GJ, et al. (2003) Deletion of Two-Component Regulatory Systems Increases the Virulence of Mycobacterium tuberculosis. Infection and Immunity 71: 1134–1140. doi: 10.1128/IAI.71.3.1134-1140.2003
- 70. Flamez C, Ricard I, Arafah S, Simonet M, Marceau M (2007) Two-component system regulon plasticity in bacteria: a concept emerging from phenotypic analysis of Yersinia pseudotuberculosis response regulator mutants. Adv Exp Med Biol 603: 145–155. doi: 10.1007/978-0-387-72124-8_12
- 71. Ng W, Ho-Ching , Tsui T, Winkler ME (2005) Regulation of the pspA Virulence Factor and Essential pcsB Murein Biosynthetic Genes by the Phosphorylated VicR (YycF) Response Regulator in Streptococcus pneumoniae. Journal of Bacteriology 187: 7444–7459. doi: 10.1128/JB.187.21.7444-7459.2005
- 72. Liu M, Hanks TS, Zhang J, McClure MJ, Siemsen DW, et al. (2006) Defects in ex vivo and in vivo growth and sensitivity to osmotic stress of group A Streptococcus caused by interruption of response regulator gene vicR. Microbiology 152: 967–978. doi: 10.1099/mic.0.28706-0
- 73. Ludu JS, Nix EB, Duplantis BN, de Bruin OM, Gallagher LA, et al. (2008) Genetic elements for selection, deletion mutagenesis and complementation in Francisella spp. FEMS Microbiol Lett 278: 86–93. doi: 10.1111/j.1574-6968.2007.00979.x
- 74. Bar-Haim E, Gat O, Markel G, Cohen H, Shafferman A, et al. (2008) Interrelationship between dendritic cell trafficking and Francisella tularensis dissemination following airway infection. PLoS Pathog 4: e1000211. doi:1000210.1001371/journal.ppat.1000211. doi: 10.1371/journal.ppat.1000211
- 75. Hollis DG, Weaver RE, Steigerwalt AG, Wenger JD, Moss CW, et al. (1989) Francisella philomiragia comb. nov. (formerly Yersinia philomiragia) and Francisella tularensis biogroup novicida (formerly Francisella novicida) associated with human disease. J Clin Microbiol 27: 1601–1608. doi: 10.7326/0003-4819-110-11-888
- 76. Batzoglou S, Jaffe DB, Stanley K, Butler J, Gnerre S, et al. (2002) ARACHNE: a whole-genome shotgun assembler. Genome Res 12: 177–189. doi: 10.1101/gr.208902
- 77. Grant JR, Stothard P (2008) The CGView Server: a comparative genomics tool for circular genomes. Nucleic Acids Res 36: W181–W184. doi: 10.1093/nar/gkn179
- 78. Darling AC, Mau B, Blattner FR, Perna NT (2004) Mauve: multiple alignment of conserved genomic sequence with rearrangements. Genome Res 14: 1394–1403. doi: 10.1101/gr.2289704
- 79. Li M, Ma B, Kisman D, Tromp J (2003) PatternHunter II: highly sensitive and fast homology search. Genome Inform 14: 164–175.
- 80. Tamura K, Dudley J, Nei M, Kumar S (2007) MEGA4: Molecular Evolutionary Genetics Analysis (MEGA) software version 4.0. . Molecular Biology and Evolution 24: 1596–1599. doi: 10.1093/molbev/msm092
- 81. Moriya Y, Itoh M, Okuda S, Yoshizawa A, Kanehisa M (2007) KAAS: an automatic genome annotation and pathway reconstruction server. Nucleic Acids Res 35: W182–W185. doi: 10.1093/nar/gkm321
- 82. Ren Q, Paulsen IT (2005) Comparative Analyses of Fundamental Differences in Membrane Transport Capabilities in Prokaryotes and Eukaryotes. PLoS Comput Biol 1: e27. doi: 10.1371/journal.pcbi.0010027
- 83. TransportDB (2008) http://www.membranetransport.org.
- 84. Kiil K, Ferchaud JB, David C, Binnewies TT, Wu H, et al. (2005) Genome update: distribution of two-component transduction systems in 250 bacterial genomes. Microbiology 151: 3447–3452. doi: 10.1099/mic.0.28423-0
- 85. Gertz EM, Yu YK, Agarwala R, Schäffer AA, Altschul SF (2006) Composition-based statistics and translated nucleotide searches: improving the TBLASTN module of BLAST. BMC Biol 4:
- 86. Microbial Genome Projects BCM-HGSC (2008) http://www.hgsc.bcm.tmc.edu/projects/microbial/microbial-index.xsp.