Abstract
The molecular mechanisms of plant recognition, colonization, and nutrient exchange between diazotrophic endophytes and plants are scarcely known. Herbaspirillum seropedicae is an endophytic bacterium capable of colonizing intercellular spaces of grasses such as rice and sugar cane. The genome of H. seropedicae strain SmR1 was sequenced and annotated by The Paraná State Genome Programme—GENOPAR. The genome is composed of a circular chromosome of 5,513,887 bp and contains a total of 4,804 genes. The genome sequence revealed that H. seropedicae is a highly versatile microorganism with capacity to metabolize a wide range of carbon and nitrogen sources and with possession of four distinct terminal oxidases. The genome contains a multitude of protein secretion systems, including type I, type II, type III, type V, and type VI secretion systems, and type IV pili, suggesting a high potential to interact with host plants. H. seropedicae is able to synthesize indole acetic acid as reflected by the four IAA biosynthetic pathways present. A gene coding for ACC deaminase, which may be involved in modulating the associated plant ethylene-signaling pathway, is also present. Genes for hemagglutinins/hemolysins/adhesins were found and may play a role in plant cell surface adhesion. These features may endow H. seropedicae with the ability to establish an endophytic life-style in a large number of plant species.
Author Summary
In this work we describe the genome of H. seropedicae SmR1, a bacterium capable of fixing nitrogen and promoting the growth of important plant crops such as maize, rice, and sugar cane. Several investigations have shown that H. seropedicae supplies fixed nitrogen to the associated plant and increases grain productivity up to 50%. In the genome of H. seropedicae, we identified all the genes involved in the nitrogen fixation process and its regulation and, in addition, genes potentially involved in the establishment of efficient interaction with the host plant. Our analyses also revealed that this bacterium has a highly versatile metabolism capable of synthesizing and degrading a large number of organic and inorganic compounds. We believe that the knowledge of the genome of this bacterium will direct research to a better understanding of this important endophytic organism and allow the construction of new strains with enhanced agronomic efficiency.
Introduction
Soil bacteria can interact in many ways with plant partners ranging from beneficial to pathogenic. Among beneficial interactions the rhizobia play a central role, forming symbioses with legume species to produce nitrogen-fixing nodules, which supply most of the required fixed nitrogen to many agriculturally important crops such as soybean, pea, beans and clover.
A now well-characterized class of diazotrophic bacteria capable of establishing endophytic associations and promoting plant-growth of important cereal and forage grasses such as wheat, rice and maize has been investigated in recent years. Among such well-known species are Azospirillum brasilense, Gluconacetobacter diazotrophicus and H. seropedicae [1]. The colonization of plant tissues by these bacteria may involve the interplay of many as yet unidentified biochemical signals and gene products from both partners. H. seropedicae is an aerobic, prototrophic, endophytic nitrogen-fixing, plant-growth promoting bacterium, of the Betaproteobacteria found inside tissues of important crops such as corn, sugar-cane, rice, wheat and sorghum without causing disease to the plant partner [2]–[9], and has a low survival rate in plant-free soil [5]. It fixes nitrogen under conditions of ammonium and oxygen limitation [5] and can express nif genes in planta [6]–[11]. Moreover, H. seropedicae is an active plant colonizer and has been shown to promote plant growth and increase grain production [4], [9], [12]. Aluminum tolerant varieties of rice were shown by the 15N2 dilution technique to incorporate significant amount of nitrogen derived from nitrogen fixation [4], [9]. Ecological, agronomic, physiological, genetic and biochemical aspects of this organism have been reviewed [1], [12]–[14].
Results/Discussion
General features
The genome of H. seropedicae strain SmR1, a spontaneous streptomycin resistant mutant of strain Z78 [15] (ATCC 35893) was sequenced and annotated by the Paraná State Genome Programme (Genopar Consortium, www.genopar.org). Reads from the Sanger automatic sequencing (125,000) and from a full 454 FLX Titanium Roche Pyrosequencer run (1,220,352), corresponding to 100 times the coverage of the estimated genome size, were assembled to produce the genome sequence. End-sequencing of approximately 700 cosmids with an average insert of 40 kb was used to validate the final assembly.
The genome consists of a single circular chromosome of 5,513,887 base pairs with 63.4% G+C content (Table 1) and a total of 4,735 potential ORFs, encoding 3,108 proteins with assigned functions, 497 with general function prediction only and 1,130 with no known function, covering 88.3% of the genome. Coding sequences for 55 tRNA representing all 20 protein amino acids were also identified. The genome has 3 complete rRNA operons, one in the positive and two in the negative strand, all containing a pair of Ile-tRNA/Ala-tRNA genes in the intergenic region between the 16SrRNA and 23SrRNA genes (Figure 1). Genes for 19 of the 20 aminoacyl-tRNA synthetases are present with the exception of a gene coding for asparaginyl-tRNA synthetase. The biosynthesis of aspartyl-tRNAAsn or glutamyl-tRNAGln occurs via transamidation catalysed by an Asp-tRNAAsn/Glu-tRNAGln amidotransferase, an enzyme coded by the gatBAC operon as in most Bacteria [16]. These genes are widely spread among bacteria and are found in the genomes of other closely-related Betaproteobacteria such as Herminiimonas arsenicoxydans, bacteria of the Burkholderia genus, and Minibacterium massiliensis (Janthinobacterium species Marseille).
Table 1. General features of the genome of Herbaspirillum seropedicae SmR1.
Size, bp | 5,513,887 |
G+C % | 63.4 |
Total number of genes | 4804 |
Total number of CDS | 4735 |
Average ORF size, bp | 1028.8 |
Protein coding regions (%) | 88.3 |
rRNA operons | 3 |
tRNAs | 55 |
Genes with functional assignment | 3108 |
General function prediction | 497 |
Function unknown | 1130 |
Putative horizontally-transferred regions | 18 |
The probable origin of replication was identified based on the GC skew [17] and the positions of the genes dnaA, dnaN and gyrB. It maybe contained in the dnaA-dnaN intergenic region or upstream dnaA, where DnaA binding sequences were found. The region upstream of dnaA is unique, since instead of the rpmHrnpA operon present in most Proteobacteria it contains a probable glutamine amido transferase type II gene. Downstream from the dnaA, dnaN and gyrB genes there is a low G+C content (52%) region spanning 16.6 kbp of probable lateral transfer origin containing a reverse transcriptase gene of bacterial retrotransposons (RT_Bac_retron_I).
In the H. seropedicae genome 18 regions of probable lateral transfer origin, such as insertion sequences and phages were found. The two largest regions contain genes of bacteriophage origin. Region 1 (213,067 to 238,374) has a higher G+C content (66.4%) than the genome and contains 33 ORFs related to phage capsid assembly, regulation and phage transcription. Region 2 (967,869 to 1,006,417) has a lower G+C content (58.1%) with 52 ORFs, many related to phage P2.
One of the low G+C content (53.9%) regions contains a plasmid addiction module (operon phd/doc) coding for the PHD (prevents-host-death) and DOC (death-on-curing) proteins constituting a toxin-antitoxin (TA) module [18]. There are 3,412 PHD (http://www.ebi.ac.uk/interpro/IEntry?ac=IPR006442) and 707 DOC (http://www.ebi.ac.uk/interpro/IEntry?ac=IPR006440) protein sequences described in the Domain Bacteria, suggesting the widespread occurrence of this protection mechanism. ‘Toxin–antitoxin (TA) modules’ have been recognized as playing important roles in bacterial stress physiology and genome stabilization [18]–[20].
Genes coding for two partial and two complete transposases and 5 phage-related (three complete and two partial) and two genomic (xerC and xerD) recombinases/integrases were found in the H. seropedicae genome. The relative few number of genes related to mobile elements seems to be a common feature in all the genomes of endophytic bacteria (http://www.expasy.ch/sprot/hamap/interactions.html#Plant_endophyte?) sequenced to date. The exception is G. diazotrophicus Pal5, with 138 transposases and 223 insertion sequences [21]. The paucity in the number of putative transposable elements may suggest a low recombination/rearrangement in the genome of H. seropedicae SmR1, possibly reflecting its evolutionary adaptation to an endophytic lifestyle, and indicating a low rate of recent gene transfer that is presumably due to adaptation to a stable microenvironment, as suggested by Krause et al. [22] for the genome of Azoarcus sp.strain BH72.
General metabolism
H. seropedicae strain SmR1 is capable of growing on mono-saccharides such as D-glucose, D-fructose, D-galactose and L-arabinose, with sugar alcohols and organic acids such as L-malate or L-lactate but failed to grow on oligo- or polysaccharides [5], [15]. Accordingly, the genome of H. seropedicae contains the complete set of genes for the Entner-Doudoroff and pentose phosphate pathways. The Embden-Meyerhoff-Parnas (EMP) pathway lacks the gene coding for the classical 6-phosphofructokinase (PFK, E.C. 2.7.1.11), suggesting that H. seropedicae probably requires the involvement of the Entner-Doudoroff and the pentose phosphate pathways to metabolize D-glucose, D-fructose or D-mannose to pyruvate via the EMP pathway. Several ABC-type sugar-transport systems and one PEP/PTS transport system are present in the genome of H. seropedicae, consistent with its capacity to grow on a large number of monossaccharides [5], [15]. H. seropedicae has all the genes needed for gluconeogenesis: the EMP pathway plus those coding for fructose-1,6-biphosphatase, phosphoenolpyruvate dikinase, D-lactate and L-lactate dehydrogenases, and from two-carbon substrates such as ethanol via the glyoxalate cycle.
All genes necessary for the metabolism of D-galactose via 2-dehydro-3-deoxy-D-galactonate-6-phosphate leading to pyruvate and D-glyceraldehyde-3-phosphate are present in the genome. Subsequent conversion of pyruvate to acetyl-CoA is via the pyruvate dehydrogenase complex, while lactate dehydrogenase serves as an entry point of lactate during lactate-dependent growth. The conversion of 2-dehydro-3-deoxy-L-arabinonate to 2-keto-glutarate involves the sequential action of a dehydrase and NAD(P)-dehydrogenase. No such specific enzymes were found although several dehydrases and dehydrogenases are present in the genome of H. seropedicae SmR1.
The pathway for L-arabinose metabolism was shown to involve non-phosphorylated intermediates to produce 2-ketoglutarate [23]. This pathway probably involves the enzymes of the D-galactose breakdown pathway due to the identical configuration of C-2, C-3 and C-4 to those of L-arabinose.
The genome of H. seropedicae has all the genes for the citric acid cycle. Pathways replenishing intermediates of the cycle include the glyoxylate cycle (isocitrate lyase and malate synthase), the complete fatty acid β-oxidation pathway, the malic enzyme, phosphoenolpyruvate carboxykinase, phosphoenolpyruvate carboxylase and, from the degradation of the L-aminoacids alanine, glutamate, aspartate, asparagine and glutamine.
H. seropedicae grows in ethanol-containing media via alcohol dehydrogenase and aldehyde dehydrogenase to yield acetyl-CoA which can feed into the citric acid cycle.
H. seropedicae is an aerobic bacterium capable of fixing nitrogen under conditions of oxygen limitation. The genome of H. seropedicae has genes for four terminal oxidases: cytochrome c oxidase aa3 and the three alternative terminal oxidases bd, cbb3 and o, suggesting a branched respiratory chain. It has all the genes for the synthesis of NADH dehydrogenase, succinate dehydrogenase, cytochrome c reductase and also the complete set of genes for ATP synthase. The high affinity terminal oxidase cbb3 presumably supports ATP synthesis under the limiting oxygen conditions essential for nitrogenase synthesis and activity, as in other aerobic diazotrophs [24].
Polybetaalkanoates
H. seropedicae SmR1 synthesizes poly(3-hydroxybutyrate) under diazotrophic growth conditions and, as in other bacteria, it can reach up to 60% of the cell dry weight [25]. In silico analysis of the genome of H. seropedicae revealed 13 genes potentially involved in poly(3-hydroxybutyrate/alkanoate) synthesis and degradation. A main cluster containing phbF, phbB and phbC coding respectively for a transcription regulator, acetoacetyl-CoA reductase and poly(3-hydroxybutyrate) synthase was found between bases 3,411,979 and 3,415,628. In addition there are three phbA (acetyl-CoA acyltransferase), one phbC (poly(3-hydroxybutyrate) synthase), two phaC (poly(3-hydroxyalkanoate) synthase), one phaB (3-keto-acyl-CoA reductase), two phaP (phasin) and two poly3-hydroxyalkanoate depolymerase (phaZ) genes. The data suggests the presence of two systems for the synthesis of poly(3-hydroxyalkanoate) and one specific for poly(3-hydroxybutyrate) in H. seropedicae strain SmR1, which is consistent with the isolation of poly(3-hydroxybutyrate) and poly(3-hydroxybutyrate/valerate) co-polymer from strain Z67 [25].
Amino acid metabolism
The genome of H. seropedicae contains genes coding for the synthesis of all 20 protein amino acids. However, it has limited ability to grow on amino acids as carbon sources. It can grow on L-proline, L-tyrosine, D/L-alanine, β-alanine, L-isoleucine and L-glutamate but failed to grow on L-phenylalanine, L-histidine, L-arginine or L-lysine [5], [15], [26], [27]. In silico analysis of the genome content suggested that the pathway for the degradation of L-histidine and L-lysine is incomplete. No specific L-arginine transporter was found, supporting the observation that this molecule cannot serve a sole N-source for H. seropedicae growth [26]. On the other hand, endogenously synthesized L-arginine can be catabolised to agmatine, putrescine and to 4-aminobutanoate which could be further converted to succinate in H. seropedicae. A strain of H. seropedicae carrying a Tn5-lacZ insertion in the speB gene coding for arginase is induced under low ammonium conditions [28], suggesting the presence of a second pathway for arginine degradation under conditions of ammonium limitation.
Urea metabolism
H. seropedicae is capable of synthesizing and degrading urea. Genes coding for the complete urea cycle enzymes, the probable pathway for arginine biosynthesis in this bacterium, using proline and carbamoyl phosphate as a precursors were found. Urea is degraded by urease. The urease operon contains the structural genes ureA, ureB and ureC and the accessory genes ureD, ureE, ureF, ureG and ureJ. This operon is very similar to that of Janthinobacterium sp. Marseille, although it is lacking in the Herminiimonas arsenicoxidans genome. A complete ABC-type urea transport operon (urtABCDE) was found upstream from the ure gene cluster in both the H. seropedicae and Janthinobacterium genomes, similar to that of Corynebacterium glutamicum [29]. Analysis of a mutant strain of H. seropedicae Z78, containing a Tn5-lacZ insertion in the urtE gene and obtained by random Tn5-lacZ insertion and screening for differential expression under N-limiting conditions, led to the suggestion that both the urt and ure genes are expressed under N deprivation [28] and are probably controlled by the Ntr system since a σ54-dependent promoter is located upstream of urtA.
Nitrogen fixation
The nitrogen fixation genes (nif) of H. seropedicae, including nifA, nifB, nifZ, nifZ1, nifH, nifD, nifK, nifE, nifN, nifX, nifQ, nifW, nifV, nifU and nifS were found in a region spanning 37,547 bp interspersed with fix, mod, hes, fdx, hsc and other genes. The 46 ORFs of this cluster are organized in 7 NifA-, σ54-dependent operons. This cluster is flanked by two 348 bp fragments 93% identical (325 out of 348 bp), probably derived from a partial duplication of the gloA gene, corresponding to the region coding for the 99 aminoacid residues of the C-terminus of GloA. Just upstream the nif cluster a sequence reminiscent of a transposase gene is present, as in the nif cluster of Burkholderia vietnamiensis strain G4 chromosome 3. These are suggestive that H. seropedicae acquired the nif cluster by lateral transfer.
Two globin-like genes expressed from a putative NifA-regulated promoter are present in the nif cluster of H. seropedicae, while a single globin-like gene is found in this cluster in Burkholderia xenovorans LB400 chromosome 2 and Burkholderia vietnamiensis G4 chromosome 3. Since NifA in H. seropedicae is transcriptionally active only under limiting oxygen tensions, these globin-like proteins may support the delivery of oxygen to energy production under nitrogen-fixing conditions in both the free-living and the endophytic state. The nif cluster carries all the genes necessary for nitrogenase synthesis and activity, including molybdenum uptake, electron transport and metal cluster synthesis, and the nif operon regulatory gene, therefore a cluster capable of endowing an organism with the full capacity to fix nitrogen. No genes for alternative nitrogenases nor for both hydrogenase types were found in the genome of H. seropedicae.
Nitrate metabolism
H. seropedicae is capable of growing aerobically with nitrate as sole N source, but is unable to denitrify anaerobically [15]. In silico analysis revealed that the genome of H. seropedicae contains the genes for an assimilatory and a dissimilatory nitrate reductase. The genes for nitrate assimilation are located in two genomic regions: the first contains the genes for the ABC-type nitrate transport (nasFED) and the second contains the gene narK, a nitrate/nitrite transporter, nirBD coding for the assimilatory nitrite reductase and nasA the structural gene for the assimilatory nitrate reductase. In the same operon, upstream of nasA, a gene coding for a probable FAD-dependent pyridine nucleotide-disulphide oxidoreductase could fulfill the function of NasC in H. seropedicae. This latter operon organization is common in the Ralstonia eutropha H16, R. solanacearum and R. metallidurans genomes. The complete set of narGHJI genes coding for a respiratory nitrate reductase is present in H. seropedicae located downstream from two nitrate/nitrite transporters narK1 and narU and upstream of the regulatory pair narXnarL. No genes coding for dissimilatory nitrite reductase, nitric oxide reductase or nitrous oxide reductase are present in H. seropedicae SmR1. This is consistent with the observation by Baldani et al. [15] who found no evidence of denitrification as the release of N2O by H. seropedicae compared with that from Azospirillum lipoferum.
Presumably the nitrite formed by this respiratory nitrate reductase can only be converted to ammonium ions and not dissimilated to N2. The role of this dissimilatory nitrate reductase in H. seropedicae is not clear, however, it may be involved in NO production and in survival under hypoxia as described for Mycobacterium tuberculosis [30]. A gene coding for a nitric oxide dioxygenase was found in the genome of H. seropedicae transcribed in the opposite direction to the norR gene located immediately upstream. Nitric oxide mediates plant defense responses against pathogens and is used as a signaling molecule [31]–[34] and the role of this nitric oxide dioxygenase may be NO detoxification during the initial stages of the H. seropedicae endophytic colonization of plants.
Plant–bacterial interaction
H. seropedicae is capable of the rapid colonization of several Gramineae [11]. Monteiro et al. [35] showed H. seropedicae in cortical cell layers of maize roots 12 hours after inoculation and xylem occupation after 24 hours. Three important aspects of the H. seropedicae beneficial association with plants are its ability to invade and colonize plant hosts, to thrive on plant exudates and to benefit associated plants. Interestingly, genes coding for plant cell wall degradation enzymes such as glycosidases, cellulases and hemi-cellulases associated with bacterial penetration were not found in the H. seropedicae genome. It is likely therefore that this organism relies only on natural discontinuities of the plant root epidermis for penetration as suggested by Olivares et al. [6].
During the annotation of the H. seropedicae genome a large number of Blast returned hits with high levels of identity to ESTs and genomic sequences of Ricinus communis. A total of 686 of such sequences was found: these varied in size from 100 to 2000 bp and were distributed randomly on the genome. This result suggests that the ricinus plant used to construct the libraries had an active Herbaspirillum endophyte. Recently we showed that H. seropedicae can colonize Phaseolus vulgaris [36], and Herbaspirillum lusitanum was isolated from Phaseolus nodules [37]. Together these results indicate that Herbaspirillum species may have a broader host range than previously described.
Protein secretion
The genome of H. seropedicae has genes involved in Sec-dependent and Sec-independent protein export systems. The Sec-dependent secretion systems present are type II (T2SS), type V (auto-transporters; T5SS) and the type IV pili, while the Sec-independent secretion systems are type I (ABC transporters), type III (T3SS) and the type VI (T6SS). T3SS, type IV pili and T6SS have been implicated in delivering toxic effector proteins directly into the cytoplasm of eukaryotic cells by pathogenic bacteria. In non-pathogenic bacteria, such as H. seropedicae, the latter secretion systems may be involved in plant–bacterial recognition. In addition to the Sec translocase system, twin arginine translocase (tat genes) are also present in the H. seropedicae SmR1 genome. Genes for the type IV secretion system are absent from the H. seropedicae genome.
Effector proteins delivered by the T3SS of pathogenic bacteria can circumvent plant defense mechanisms and control host metabolism to their advantage. However, the T3SS system may also optimize beneficial host-bacteria interactions, a phenomenon first demonstrated for Rhizobium NGR234 which secrete effector proteins via the T3SS in response to flavonoids exudated by the plant host roots. The effect of the secreted effector can either enhance or diminish nodulation depending on the host legume [38]–[40]. In the H. seropedicae genome the T3SS gene region, potentially involved in plant/bacterial interactions, spans a 22 kb region of DNA which contains 7 hrp (hypersensitive response and pathogenicity), 8 hrc (hypersensitive response conserved), and 11 hypothetical ORFs (Figure 2). Two protein T3SS related genes hrpG, coding a transcription activator, and hpaB, that codes for a chaperone involved in protein secretion, are found at 10 kb downstream from the hrp/hrc cluster. The G+C content of the hrp/hrc region (66.1%) is slightly higher than the chromosomal average of 63.4%. Furthermore, no transposition elements flanking this region are present, suggesting that this region is not a recent acquisition by H. seropedicae or was laterally transferred from a closely related species. Gram negative bacteria that contain the hrp genes are divided into two main groups, according to the regulatory circuitry controlling T3SS gene expression and organization. In group I hrp genes are regulated by HrpL, a member of the ECF family of alternative sigma factors [41]–[43]. Induction of the hrpL gene requires the σ54 activator HrpS (Erwinia spp., Pantoea stewartii), or HrpS and HrpR (P. syringae). In organisms of group II the hrp genes are activated by an AraC-like activator, HrpB (R. solanacearum) or HrpX (Xanthomonas spp) [44]–[46], and the hrpX and hrpB genes are activated by the HrpG protein [46], [47]. H. seropedicae contains a gene for the ECF-like sigma factor HrpL resembling group I bacteria such as Pseudomonas syringae, Erwinia amylovora, and Pantoea stewartii. In contrast, H. seropedicae contains a gene for the HrpG protein, a transcriptional activator characteristic of group II bacteria, suggesting a hybrid regulatory system, involving regulatory elements from both groups. In addition, hrp-box motifs were found upstream of the hrp/hrc operons.
Contiguous to the hrp/hrc cluster were found the genes pilNOPgspEbfpEpilSVTdapAglsA (Figure 2). These code for proteins of the type IV pili, a system responsible for processes such as attachment to surfaces, twitching motility, biofilm formation, virulence and protein secretion [48]–[50]. In this region a gene coding for a lytic transglycosylase was also found. This protein is probably involved in partial degradation of the peptidoglycan to allow the efficient assembly and anchoring of supramolecular transport complexes such as T2SS, T3SS and type IV pili to the cell envelope. Interestingly, downstream from the genes of the type IV pili a methionyl-tRNA gene is present, suggesting that the hrp/hrc-type IV pili genes may form a genomic island.
A proteomic investigation of the secretome of H. seropedicae grown in minimal medium indicated a large number of proteins involved in cellular processes (45.4%), metabolism (36%), and hypothetical and conserved hypothetical (14.1%) proteins [51]. However, no type III proteins were detected among the secreted proteins, suggesting that specific physiological conditions may be required for expression and activity of the T3SS and synthesis of effector proteins in H. seropedicae.
Osmotic stress
A probable operon involved in the synthesis and degradation of a homopolymer of D-glucose, composed by the genes glgA (glycogen synthase), glgB (1,4-alpha-glucan branching enzyme), glgX (glycogen debranching enzyme), treZ (malto-oligosyltrehalose trehalohydrolase), malQ (4-alpha-glucanotransferase) and treY (malto-oligosyl trehalose synthase), is located in the complementary strand spanning bases 2,843,031 to 2,856,518. Neighbor gene analysis using the String server (http://string-db.org) revealed a similar gene organization in the Alphaproteobacteria Rhizobiales, in the Betaproteobacteria Burkholderia spp. and Gammaproteobacteria Xanthomonas spp. Synthesis of an amylopectin-like polysaccharide may be related to osmotic stress protection and energy storage. This may reflect the potential of these bacteria to interact with plants in an endophytic or pathogenic mode. Environmental Oxalobacteraceae such as Janthinobacterium sp. (strain Marseille) (Minibacterium massiliensis) and Heminiimonas arsenicoxidans, of the same family as H. seropedicae, lack these genes.
There are genes for two trehalose synthesis systems in the genome of H. seropedicae. One of these involves otsA coding an alpha,alpha-trehalose-phosphate synthase (UDP-forming) and otsB, coding a trehalose-6-phosphate phosphatase, and a glucoamylase gene. The other system involves an alpha-amylase (Hsero_2325), trehalose synthase (Hsero_2326), and a 1,4-alpha-glucan branching enzyme (Hsero_2327) and constitute an operon.
Furthermore, four Na+(K+)/H+ antiporter (nhaA, nhaP, arsB and Hsero_3967) genes are present in the genome of H. seropedicae which may contribute to the defense against osmotic/saline stress.
Polyphosphate
Polyphosphates are involved in the response of bacteria to extreme stress conditions of salinity, osmolarity, desiccation, N-starvation, UV radiation, barometric pressure, pH, and temperature [52]. Two genes coding for polyphosphate kinase (Hsero_0611 and ppk), the enzyme responsible for the synthesis of polyphosphate, and one coding for an exopolyphosphatase (ppx), are present in the genome of H. seropedicae. These systems may constitute adaptative defense mechanism for the endophytic life style of H. seropedicae.
Siderophores
The rhizosphere and the rhizoplan are highly competitive areas for bacterial survival and development; the capacity to acquire siderophores complexed with Fe3+ in Fe-limited soils would be advantageous in such competition. H. seropedicae has at least 27 genes involved in iron transport and metabolism. A very large gene (27,483 bp) coding for a modular peptide synthase is the only protein of H. seropedicae probably involved in siderophore synthesis (Hsero_2343). This gene is located downstream from cirA, a TonB-dependent siderophore receptor, and prfI, an ECF sigma factor. The genome has 17 TonB-dependent siderophore receptors and one ABC-type hydroxamate-type ferric siderophore uptake system. Presumably iron uptake is via active transport involving an ABC-type system and TonB/ExbB/ExbD. The rice endophyte Azoarcus also contains a plethora of TonB dependent siderophore receptors [22], [53]. This large number of iron receptors may endow organisms such as H. seropedicae and Azoarcus with a high competitiveness in iron-limited environments and may confer the ability to out-compete other bacteria. Also present in the genome is the global iron regulator gene fur.
Auxin biosynthesis
The plant growth-promoting bacteria probably owe some of their ability to the production and secretion of phytohormones [54]. There are four possible pathways in H. seropedicae for the production of indoleacetic acid (IAA) from tryptophan. The most probable route is via indolepyruvate, to indole-acetic acid catalysed by tryptophan transaminase and indolepyruvate ferredoxin oxidoreductase. Genes for the other possible metabolic routes are also present: 1) tryptophan to indoleacetate via indoleacetamide; 2) from indoleacetamide to indoleacetate via indoleacetonitrile and 3) tryptophan to indoleacetate via tryptamine and indoleacetaldehyde.
Modulation of endogenous ethylene levels by ACC deaminase
Ethylene is a known plant hormone synthesized from S-adenosylmethionine by 1-aminocyclopropane 1-carboxylate (ACC) synthase, an enzyme activated by IAA under biotic and abiotic stress conditions [55]. ACC is converted to ethylene by ACC oxidase. A gene coding ACC deaminase is present in the H. seropedicae genome and is known to compete with ACC oxidase, modulating the levels of ethylene in plants, thus decreasing the stress response promoted by ethylene and allowing plant growth under stress conditions [56]. The coordinated production of IAA and ACC deaminase by H. seropedicae is a likely mechanism for plant growth promotion by this microorganism as shown for the Herbaspirillum-related endophytic, nitrogen-fixing, plant growth-promoting Betaproteobacterium, Burkholderia phytofirmans PsJN [57].
Metabolism of aromatic compounds
H. seropedicae genome contains genes coding for degradation of benzoate, benzamide, benzonitrile, hydroxy-benzoate, and vanillate (Figure 3). In separate clusters, genes coding for a nicotinic acid degradation pathway similar to that of Pseudomonas putida [58] and a meta pathway of an as yet unknown phenolic compound were found. These pathways may be important to allow H. seropedicae to thrive on plant tissues by conferring both metabolic flexibility and defense against plant-derived toxic chemicals.
Hemagglutins/hemolysins
Hemagglutins/hemolysins are cytotoxic proteins implicated in animal pathogenesis, but a large number of genes coding for such proteins have been found in plant pathogens and plant-interacting bacteria [59]. Twenty genes related to hemagglutinin/hemolysin are present in the genome of H. seropedicae SmR1, and 9 additional genes code for hemagglutinin/hemolysin accessory proteins such as transporters/activators. Three genes code for hemagglutinins with adhesin-like domains, two of which are homologous to fhaB of Xanthomonas axonopodis pv citri [59] and are associated with genes coding for the accessory FhaC protein. The products of these genes may be required for surface attachment and biofilm formation during plant tissue colonization [60].
Concluding remarks
The genome of H. seropedicae revealed a metabolically versatile bacterium, with the ability to thrive on a range of plant metabolites from sugars to phenolic compounds (Figure 4). It is capable of synthesizing plant-growth modulators such as auxins and gibberellins, although only potential pathways for IAA synthesis were found in the genome; the cryptic genes for gibberellins and citokinins syntheses remain to be identified. It is surprising that an aggressive plant colonizer such as H. seropedicae [35] is devoid of glycohydrolases involved in plant cell wall degradation. However, H. seropedicae displays an impressive variety of protein secretion systems and hemagglutinins/hemolysins/adhesins that may facilitate plant invasion, colonization and an endophytic life, following penetration through natural epidermal wounds. Additional contributors to the plant-growth-promoting capacity of H. seropedicae may depend on the many genes involved in nitrogen fixation, NO3 − and NO2 − assimilation, NO oxidation, and ACC deamination (Figure 4). The presence of ACC deaminase may modulate ethylene production stimulated by IAA from bacterial origin, thus allowing plant resistance to biotic and abiotic stress conditions. These non-specific plant-interaction systems may endow H. seropedicae with the ability to establish an endophytic life-style in a large number of plant species.
Materials and Methods
Organisms and DNA purification
H. seropedicae strain SmR1 was grown in liquid NFbHP medium containing 20 mM NH4Cl and 0.5% potassium malate, as described by Klassen et al. [26]. DNA was purified using phenol-chloroform extraction of cells lysed with lysozyme and SDS.
E. coli strain hosts XL1-Blue and DH10B were grown in LB or Terrific broth [61].
Genome sequencing and assembly
The genome sequence of H. seropedicae strain SmR1 total DNA was determined by the whole genome sequencing strategy [62] using short fragment (1.5–3.0 kb) libraries in pUC18 and pUC19 (Amersham Biosciences) and cosmid libraries in Supercos (Promega). DNA inserts were sequenced using the DYEnamic ET kit (GE HealthCare) and MegaBace 1000 automatic sequencers. Plasmid and cosmid DNA template preparation was performed by alkaline lysis and sequenced in 96-well plates according to standard procedures. A full DNA sequence run was performed in a Roche 454 GS-FLX Titanium by Creative Genomics, USA.
The genome was assembled using the Phred/Phrap/Consed package (www.phrap.org) and the Roche NewBler assembler. End sequences of cosmids were used to validate the genome assembly. Contig scaffolding was suggested by Autofinisher (www.phrap.org) and gaps were closed using PCR and whole insert sequencing of selected plasmid clones. The average final Phred score value was higher than 70.
Genome annotation
Potential protein coding regions (ORFs) were identified by an integrated automatic annotation platform with Glimmer 2 [63], [64], and Blast softwares [65]. Probable functions of translation products of potential orfs were inferred using the Blast package to search the public databases GenBank (L), COG [66], KEGG [67] and pFAM [68]. The output of an in-house annotation platform was reviewed by human annotators for gene assignment and proposed function. Each proposed gene sequence and annotation was validated with individual inspection by Artemis V11 [69]. tRNAs were located using tRNAscan-SE [70]. Ribosomal RNA operons were located using Blastn [65]. Putative horizontally transferred DNA regions were identified using IVOM [71].
Acknowledgments
We thank W. J. Broughton and R. A. Dixon for suggestions and helpful discussions. We also thank Roseli A. Prado, Julieta Pie, Adriana Invitti, Andrea Tarzia, Caroline C. Précoma, Daniel Lammel, Daisy Rickli Binde, and Carlos R. Bueno for technical assistance.
Footnotes
The authors have declared that no competing interests exist.
This work was funded by the Secretary of Science, Technology, and Higher Education of Paraná State (SETI-Fundo Paraná de Ciência e Tecnologia) and the Brazilian Research Council (CNPq) of the Brazilian Ministry of Science and Technology. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1.Pedrosa FO, Elmerich C. Elmerich C, Newton WE, editors. Regulation of nitrogen fixation and ammonium assimilation in associative and endophytic nitrogen fixing bacteria. Associative and endophytic nitrogen fixing bacteria and cyanobacterial associations. 2007. pp. 47–71. Kluwer: The Netherlands.
- 2.Pimentel JP, Olivares FL, Pitard RM, Urquiaga S, Akiba F, et al. Dinitrogen fixation and infection of grass leaves by Pseudomonas rubrisubalbicans and Herbaspirillum seropedicae. Plant Soil. 1991;137:61–65. [Google Scholar]
- 3.Baldani VLD, Baldani JI, Olivares FL, Döbereiner J. Identification and ecology of Herbaspirillum seropedicae and closely related Pseudomonas rubrisubalbicans. Symbiosis. 1992;13:65–73. [Google Scholar]
- 4.Gyaneshwar P, James EK, Reddy PM, Ladha JK. Herbaspirillum colonization increases growth and nitrogen accumulation in aluminum-tolerant rice varieties. New Phytol. 2002;154:131–145. [Google Scholar]
- 5.Baldani JI, Pot B, Kirchhof G, Falsen E, Baldani VLD, et al. Emended description of Herbaspirillum; inclusion of (Pseudomonas) rubrisubalbicans, a mild pathogen, as Herbaspirillum rubrisubalbicans comb. nov., and classification of a group of clinical isolates (EFgroup 1) as Herbaspirillum species 3. Int J Syst Bacteriol. 1996;46:802–810. doi: 10.1099/00207713-46-3-802. [DOI] [PubMed] [Google Scholar]
- 6.Olivares FL, James EK, Baldani JI, Döbereiner J. Infection of mottled stripe disease-susceptible and resistant sugar cane varieties by the endophytic diazotroph Herbaspirillum. New Phytol. 1997;135:723–737. [Google Scholar]
- 7.James EK, Olivares FL, Baldani JI, Döbereiner J. Herbaspirillum, an endophytic diazotroph colonizing vascular tissue of Sorghum bicolor L. Moench. J Exp Bot. 1997;48:785–798. [Google Scholar]
- 8.Olivares FL, Baldani VLD, Reis VM, Baldani JI, Döbereiner J. Occurrence of endophytic diazotrophs Herbaspirillum spp. in roots, stems and leaves predominantly of Gramineae. Biol Fertil Soils. 1996;21:197–200. [Google Scholar]
- 9.James EK, Gyaneshwar P, Mathan N, Barraquio WL, Reddy PM, et al. Infection and colonization of rice seedlings by the plant growth-promoting bacterium Herbaspirillum seropedicae Z67. Mol Plant Microbe In. 2002;15:894–906. doi: 10.1094/MPMI.2002.15.9.894. [DOI] [PubMed] [Google Scholar]
- 10.Elbeltagy A, Nishioka K, Sato T, Suzuki H, Ye B, et al. Endophytic colonization and in planta nitrogen fixation by a Herbaspirillum sp. isolated from wild rice species. Appl Environ Microb. 2001;67:5285–93. doi: 10.1128/AEM.67.11.5285-5293.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Roncato-Maccari LDB, Ramos HJO, Pedrosa FO, Alquini Y, Chubatsu LS, et al. Endophytic Herbaspirillum seropedicae expresses nif genes in gramineous plants. FEMS Microbiol Ecol. 2003;45:39–47. doi: 10.1016/S0168-6496(03)00108-9. [DOI] [PubMed] [Google Scholar]
- 12.Boddey RM, De Oliveira OC, Urquiaga S, Reis VM, Olivares FL, et al. Biological Nitrogen-Fixation Associated with Sugar-Cane and Rice - Contributions and Prospects for Improvement. Plant Soil. 1995;174:195–209. [Google Scholar]
- 13.Döbereiner J, Pedrosa FO. Nitrogen-fixing Bacteria in Nonleguminous Crop Plants. Madison: Science Tech; 1987. 155 [Google Scholar]
- 14.Pedrosa FO, Benelli EM, Yates MG, Wassen R, Monteiro RA, et al. Recent developments in the structural organization and regulation of nitrogen fixation genes in Herbaspirillum seropedicae. J Biotechnol. 2001;91:189–195. doi: 10.1016/s0168-1656(01)00343-1. [DOI] [PubMed] [Google Scholar]
- 15.Baldani JI, Baldani VLD, Seldin L, Döbereiner J. Characterization of Herbaspirillum seropedicae gen. nov., sp. nov., a new root-associated nitrogen-fixing bacterium. Int J Syst Bacteriol. 1986;36:86–93. [Google Scholar]
- 16.Ibba M, Söll D. Aminoacyl-tRNA Synthesis. Ann Rev of Biochem. 2000;69:617–650. doi: 10.1146/annurev.biochem.69.1.617. [DOI] [PubMed] [Google Scholar]
- 17.Francino MP, Ochman H. Strand asymmetries in DNA evolution. Trends Genet. 1997;13:240–245. doi: 10.1016/S0168-9525(97)01118-9. [DOI] [PubMed] [Google Scholar]
- 18.Lehnherr H, Maguin E, Jafri S, Yarmolinsky MB. Plasmid addiction genes of bacteriophage P1: doc, which causes cell death on curing of prophage, and phd, which prevents host death when prophage is retained. J Mol Biol. 1993;233:414–428. doi: 10.1006/jmbi.1993.1521. [DOI] [PubMed] [Google Scholar]
- 19.Buts L, Lah J, Dao-Thi M, Wyns L, Loris R. Toxin–antitoxin modules as bacterial metabolic stress managers. Trends Biochem Sci. 2005;30:672–679. doi: 10.1016/j.tibs.2005.10.004. [DOI] [PubMed] [Google Scholar]
- 20.Van Melderen L, Saavedra De Bast M. Bacterial Toxin–Antitoxin Systems: More Than Selfish Entities? PLoS Genet. 2009;5:e1000437. doi: 10.1371/journal.pgen.1000437. doi: 10.1371/journal.pgen.1000437. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Bertalan M, Albano R, Pádua V, Rouws L, Rojas C, et al. Complete genome sequence of the sugarcane nitrogen-fixing endophyte Gluconacetobacter diazotrophicus Pal5. BMC Genomics. 2009;10:450. doi: 10.1186/1471-2164-10-450. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Krause A, Ramakumar A, Bartels D, Battistoni F, Bekel T, et al. Complete genome of the mutualistic, N2-fixing grass endophyte Azoarcus sp. strain BH72. Nat Biotechnol. 2008;24:1385–1391. doi: 10.1038/nbt1243. [DOI] [PubMed] [Google Scholar]
- 23.Mathias AL, Rigo LU, Funayama S, Pedrosa FO. L-arabinose metabolism in Herbaspirillum seropedicae. J Bacteriol. 1989;171:5206–5209. doi: 10.1128/jb.171.9.5206-5209.1989. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Fischer HM. Genetic regulation of nitrogen fixation in rhizobia. Microbiol Rev. 1994;58:352–386. doi: 10.1128/mr.58.3.352-386.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Catalán AL, Ferreira F, Gill PR, Batista S. Production of polyhydroxyalkanoates by Herbaspirillum seropedicae grown with different sole carbon sources and on lactose when engineered to express the lacZlacY genes. Enzyme Microb Tech. 2007;40:1352–1357. [Google Scholar]
- 26.Klassen G, Pedrosa FO, Souza EM, Funayama S, Rigo LU. Effect of nitrogen compounds on nitrogenase activity in Herbaspirillum seropedicae strain SMR1. Can J Microbiol. 1997;43:841–846. [Google Scholar]
- 27.Gusso CL, Souza EM, Rigo LU, Pedrosa FO, Yates MG, et al. Effect of an ntrC mutation on amino acid or urea utilization and on nitrogenase switch-off in Herbaspirillum seropedicae. Can J Microbiol. 2008;54:235–239. doi: 10.1139/w07-135. [DOI] [PubMed] [Google Scholar]
- 28.Schwab S, Ramos HJ, Souza EM, Pedrosa FO, Yates MG, et al. Identification of NH4 +-regulated genes of Herbaspirillum seropedicae by random insertional mutagenesis. Arch Microbiol. 2007;187:379–86. doi: 10.1007/s00203-006-0202-9. [DOI] [PubMed] [Google Scholar]
- 29.Beckers G, Bendt AK, Krämer R, Burkovski A. Molecular Identification of the Urea Uptake System and Transcriptional Analysis of Urea Transporter- and Urease-Encoding Genes in Corynebacterium glutamicum. J Bacteriol. 2004;186:7645–7652. doi: 10.1128/JB.186.22.7645-7652.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Sohaskey DC. Nitrate Enhances the Survival of Mycobacterium tuberculosis during Inhibition of Respiration. J Bacteriol. 2008;190:2981–2986. doi: 10.1128/JB.01857-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Wojtaszek P. Nitric oxide in plants: To NO or not to NO. Phytochem. 2000;54:1–4. doi: 10.1016/s0031-9422(00)00056-x. [DOI] [PubMed] [Google Scholar]
- 32.Huang X, Kiefer E, von Rad U, Ernst D, Foissner I, et al. Nitric oxide burst and nitric oxide-dependent gene induction in plants. Plant Physiol Biochem. 2002;40:625–631. [Google Scholar]
- 33.Yamasaki H. The NO world for plants: achieving balance in an open system. Plant, Cell Environ. 2005;28:78–84. [Google Scholar]
- 34.Besson-Bard A, Courtois C, Gauthier A, Dahan J, Dobrowolska G, et al. Nitric Oxide in Plants: Production and Cross-talk with Ca2+ Signaling. Mol Plant. 2008;1:218–228. doi: 10.1093/mp/ssm016. [DOI] [PubMed] [Google Scholar]
- 35.Monteiro RA, Schmidt MA, Baura VA, Balsanelli E, Wassem R, et al. Early colonization pattern of maize (Zea mays L. Poales, Poaceae) roots by Herbaspirillum seropedicae (Burkholderiales, Oxalobacteraceae). Genet Mol Biol. 2008;31:932–937. [Google Scholar]
- 36.Schmidt MA, Souza EM, Baura VA, Wassem R, Yates MG, et al. Evidence for the endophytic colonization of Phaseolus vulgaris (common bean) roots by the diazotroph Herbaspirillum seropedicae. Braz J Med Biol Res. 2011;44:182–185. doi: 10.1590/s0100-879x2011007500004. [DOI] [PubMed] [Google Scholar]
- 37.Valverde A, Velázquez E, Gutierrez C, Cervantes E, Ventosa A, et al. Herbaspirillum lusitanum sp. nov., a novel nitrogen-fixing bacterium associated with root nodules of Phaseolus vulgaris. Int J Syst Evol Micr. 2003;53:1979–1983. doi: 10.1099/ijs.0.02677-0. [DOI] [PubMed] [Google Scholar]
- 38.Deakin WJ, Broughton WJ. Symbiotic use of pathogenic strategies: rhizobial protein secretion. Nat Rev Microbiol. 2009;7:312–320. doi: 10.1038/nrmicro2091. [DOI] [PubMed] [Google Scholar]
- 39.Marie C, Deakin WJ, Viprey V, Kopciñska J, Golinowski, et al. Characterization of Nops, nodulation outer proteins, secreted via the type III secretion system of NGR234. Mol Plant Microbe In. 2003;16:743–751. doi: 10.1094/MPMI.2003.16.9.743. [DOI] [PubMed] [Google Scholar]
- 40.Viprey V, Del Greco A, Golinowski W, Broughton WJ, Perret X. Symbiotic implications of type III protein secretion machinery in Rhizobium. Mol Microbiol. 1998;28:1381–1389. doi: 10.1046/j.1365-2958.1998.00920.x. [DOI] [PubMed] [Google Scholar]
- 41.Frederick RD, Majerczak DR, Coplin DL. Erwinia stewartii WtsA, a positive regulator of pathogenicity gene expression, is similar to Pseudomonas syringae pv. phaseolicola HrpS. Mol Microbiol. 1993;9:477–485. doi: 10.1111/j.1365-2958.1993.tb01709.x. [DOI] [PubMed] [Google Scholar]
- 42.Wei ZM, Beer SV. hrpL activates Erwinia amylovora hrp gene transcription and is a member of the ECF subfamily of sigma factors. J Bacteriol. 1995;177:6201–6210. doi: 10.1128/jb.177.21.6201-6210.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Xiao Y, Hutcheson SW. A single promoter sequence recognized by a newly identified alternate sigma factor directs expression of pathogenicity and host range determinants in Pseudomonas syringae. J Bacteriol. 1994;176:3089–3091. doi: 10.1128/jb.176.10.3089-3091.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Genin S, Gough CL, Zischek C, Boucher CA. Evidence that the hrpB gene encodes a positive regulator of pathogenicity genes from Pseudomonas solanacearum. Mol Microbiol. 1992;6:3065–3076. doi: 10.1111/j.1365-2958.1992.tb01764.x. [DOI] [PubMed] [Google Scholar]
- 45.Kamdar HV, Kamoun S, Kado CI. Restoration of pathogenicity of avirulent Xanthomonas oryzae pv. oryzae and X. campestris pathovars by reciprocal complementation with the hrpXo and hrpXc genes and identification of HrpX function by sequence analyses. J Bacteriol. 1993;175:2017–2025. doi: 10.1128/jb.175.7.2017-2025.1993. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Wengelnik K, Bonas U. HrpXv, an AraC-type regulator, activates expression of five of the six loci in the hrp cluster of Xanthomonas campestris pv. vesicatoria. J Bacteriol. 1996;178:3462–3469. doi: 10.1128/jb.178.12.3462-3469.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Brito B, Marenda M, Barberis P, Boucher C, Genin S. prhJ and hrpG, two new components of the plant signal-dependent regulatory cascade controlled by PrhA in Ralstonia solanacearum. Mol Microbiol. 1999;31:237–251. doi: 10.1046/j.1365-2958.1999.01165.x. [DOI] [PubMed] [Google Scholar]
- 48.O'Toole GA, Kolter R. Flagellar and twitching motility are necessary for Pseudomonas aeruginosa biofilm development. Mol Microbiol. 1998;30:295–304. doi: 10.1046/j.1365-2958.1998.01062.x. [DOI] [PubMed] [Google Scholar]
- 49.Hager AJ, Bolton DL, Pelletier MR, Brittnacher MJ, Gallagher LA, et al. Type IV pili-mediated secretion modulates Francisella virulence. Mol Microbiol. 2006;62:227–237. doi: 10.1111/j.1365-2958.2006.05365.x. [DOI] [PubMed] [Google Scholar]
- 50.Han X, Kennan RM, Parker D, Davies JK, Rood JI. Type IV fimbrial biogenesis is required for protease secretion and natural transformation in Dichelobacter nodosus. J Bacteriol. 2007;189:5022–5033. doi: 10.1128/JB.00138-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Chaves DF, Souza EM, Monteiro RA, Pedrosa FO. A two-dimensional electrophoretic profile of the proteins secreted by Herbaspirillum seropedicae strain Z78. J Proteomics. 2009;73:50–56. doi: 10.1016/j.jprot.2009.07.012. [DOI] [PubMed] [Google Scholar]
- 52.Seufferheld MJ, Alvarez HM, Farias ME. Role of Polyphosphates in Microbial Adaptation to Extreme Environments. Appl Environ Microb. 2008;74:5867–5874. doi: 10.1128/AEM.00501-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Haunberg L, Schmidt F, Scharf C, Dörr J, Völker U, Reinhold-Hurek B. Proteomic characterization of a pilR regulatory mutant of Azoarcus sp. strain BH72 with the aid of gel-based and gel-free approaches. Proteomics. 2010;10:458–469. doi: 10.1002/pmic.200900307. [DOI] [PubMed] [Google Scholar]
- 54.Bastián F, Cohen A, Piccoli P, Luna V, Baraldi R, et al. Production of indole-3-acetic acid and gibberellins A1 and A3 by Acetobacter diazotrophicus and Herbaspirillum seropedicae in chemically-defined culture media. Plant Growth Regul. 1998;24:7–11. [Google Scholar]
- 55.Wang K, Li H, Ecker JR. Ethylene Biosynthesis and Signaling Networks. Plant Cell. 2002;14:s131–151. doi: 10.1105/tpc.001768. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Glick BR, Todorovic B, Czarny J, Cheng Z, Duan J, McConkey B. Promotion of plant growth by bacterial ACC deaminase. Crit Rev Plant Sci. 2007;26:227–242. [Google Scholar]
- 57.Sun Y, Cheng Z, Glick BR. The presence of a 1-aminocyclopropane-1-carboxylate (ACC) deaminase deletion mutation alters the physiology of the endophytic plant growth-promoting bacterium Burkholderia phytofirmans PsJN. FEMS Microbiol Lett. 2009;296:131–136. doi: 10.1111/j.1574-6968.2009.01625.x. [DOI] [PubMed] [Google Scholar]
- 58.Jiménez JI, Canales A, Jiménez-Barbero J, Ginalski K, Rychlewski L, et al. Deciphering the genetic determinants for aerobic nicotinic acid degradation: The nic cluster from Pseudomonas putida KT2440. Proc Natl Acad Sci. 2008;105:11329–11334. doi: 10.1073/pnas.0802273105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Van Sluys MA, Monteiro-Vitorello CB, Camargo LEA, Menck CFM, da Silva ACR, et al. Comparative genomic analysis of plant-associated bacteria. Ann Rev Phytopathol. 2002;40:169–189. doi: 10.1146/annurev.phyto.40.030402.090559. [DOI] [PubMed] [Google Scholar]
- 60.Gottig N, Garavaglia BS, Garofalo CG, Orellano EG, Ottado J. A Filamentous Hemagglutinin-Like Protein of Xanthomonas axonopodis pv.citri, the Phytopathogen Responsible for Citrus Canker, Is Involved in Bacterial Virulence. PLoS ONE. 2009;4:e4358. doi: 10.1371/journal.pone.0004358. doi: 10.1371/journal.pone.0004358. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Sambrook J, Fritsch EF, Maniatis T. Molecular cloning: a laboratory manual. 2ed. New York: Cold Spring Harbor Laboratory Press; 1989. [Google Scholar]
- 62.Heidelberg JF, Eisen JA, Nelson WC, Clayton RA, Gwinn ML, et al. DNA sequence of both chromosomes of the cholera pathogen Vibrio cholera. Nature. 2000;406:477–484. doi: 10.1038/35020000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Salzberg S, Delcher A, Kasif S, White O. Microbial gene identification using interpolated Markov models. Nucleic Acids Res. 1998;26:544–548. doi: 10.1093/nar/26.2.544. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Delcher AL, Harmon D, Kasif S, White O, Salzberg SL. Improved microbial gene identification with GLIMMER. Nucleic Acids Res. 1999;27:4636–4641. doi: 10.1093/nar/27.23.4636. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Altschul SF, Madden TL, Schäffer AA, Zhang J, Zhang Z, et al. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 1997;25:3389–402. doi: 10.1093/nar/25.17.3389. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Tatusov RL, Fedorova ND, Jackson JD, Jacobs AR, Kiryutin B, et al. The COG database: an updated version includes eukaryotes. BMC Bioinformatics. 2003;11:41. doi: 10.1186/1471-2105-4-41. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Kanehisa M, Goto S, Hattori M, Aoki-Kinoshita KF, Itoh M, et al. From genomics to chemical genomics: new developments in KEGG. Nucleic Acids Res. 2006;34:D354–357. doi: 10.1093/nar/gkj102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Finn RD, Mistry J, Tate J, Coggill P, Heger A, et al. The Pfam protein families database. Nucleic Acids Res. 2009;38:D211–D222. doi: 10.1093/nar/gkp985. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Carver T, Berriman M, Tivey A, Patel C, Böhme U, et al. Artemis and ACT: viewing, annotating and comparing sequences stored in a relational database. Bioinformatics. 2008;24:2672–2676. doi: 10.1093/bioinformatics/btn529. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Lowe TM, Eddy SR. tRNAscan-SE: a program for improved detection of transfer RNA genes in genomic sequence. Nucleic Acids Res. 1997;25:955–964. doi: 10.1093/nar/25.5.955. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Vernikos GS, Parkhill J. Interpolated variable order motifs for identification of horizontally acquired DNA: revisiting the Salmonella pathogenicity islands. Bioinformatics. 2006;22:2196–2203. doi: 10.1093/bioinformatics/btl369. [DOI] [PubMed] [Google Scholar]