Summary
Agrobacterium tumefaciens, is a member of the Alphaproteobacteria that pathogenizes plants, and associates with biotic and abiotic surfaces via a single cellular pole. A. tumefaciens produces the unipolar polysaccharide (UPP) at the site of surface contact. UPP production is normally surface-contact inducible, but elevated levels of the second messenger cyclic diguanylate monophosphate (cdGMP) bypass this requirement. Multiple lines of evidence suggest that the UPP has a central polysaccharide component. Using an A. tumefaciens derivative with elevated cdGMP and mutationally disabled for other dispensable polysaccharides, a series of related genetic screens have identified a large number of genes involved in UPP biosynthesis, most of which are Wzx-Wzy-type polysaccharide biosynthetic components. Extensive analyses of UPP production in these mutants have revealed that the UPP is composed of two genetically, chemically and spatially discrete forms of polysaccharide, and that each requires a specific Wzy-type polymerase. Other important biosynthetic, processing and regulatory functions for UPP production are also revealed, some of which are common to both polysaccharides, and a subset of which are specific to each type. Many of the UPP genes identified are conserved among diverse rhizobia, whereas others are more lineage specific.
Graphical Abstract
Introduction
Many pathogenic bacteria stably associate with the tissues of their hosts as an obligate component of infection. This physical association is usually mediated by adhesins elaborated from the bacterial surface, including pili, flagella, other externalized proteins and exopolysaccharides (Berne et al., 2018). Adhesins can also drive bacterial attachment to abiotic surfaces. On both abiotic surfaces and host tissues, adherent cells may assemble into multicellular biofilms, protected bacterial communities that are physically and chemically recalcitrant (Flemming et al., 2016). Biofilm formation is driven by a combination of cell-to-surface interactions, intercellular cohesion, and extrusion of exopolymeric materials to build an extracellular matrix.
We discovered a polysaccharide-based adhesin in Agrobacterium tumefaciens (Xu et al. 2012), a member of the Alphaproteobacteria (APB) and causative agent of crown gall disease, on a wide variety of dicotyledonous plants (Gelvin, 2003). Crown gall is a neoplastic disease that results from the transfer of a large segment of DNA (T-DNA) from the bacteria into plant cells at the site of infection via the activity of a type IV secretion system (Li & Christie, 2018). This interkingdom gene transfer process, both its regulation and the mechanism of transfer, has been the subject of intense study and T-DNA transfer has been extensively engineered for the generation of transgenic plants. There is however, limited understanding of the initial colonization events that occur on the tissue surface, both for benign interactions and those that lead to the initiation of T-DNA transfer (Fuqua, 2008).
Micrographs dating as early as the 1940s suggest that A. tumefaciens often attaches to surfaces via a single cellular pole (Braun & Elrod, 1946, Tomlinson & Fuqua, 2009). Surfaces to which A. tumefaciens can attach include plant tissues and cells, other bacterial cells to form multicellular rosettes, and abiotic materials. We discovered that A. tumefaciens produces an adhesive structure at one of its poles that is predominantly composed of polysaccharide, and hence we designated this the unipolar polysaccharide (UPP) (Tomlinson & Fuqua, 2009). Fluorescently-tagged lectins including wheat germ agglutinin (WGA) and Dolichos biflorus agglutinin (DBA) label the UPP as a small fluorescent focus at the pole that is in contact with abiotic surfaces, plant tissues, and other bacterial cells (Xu et al., 2012, Xu et al., 2013). The UPP structure shares facile and functional similarity to the adhesive holdfast localized to the tip of the cellular stalk for the prosthecate APB Caulobacter crescentus (Poindexter, 1981). In fact, production of the UPP is coordinated with the biphasic life cycle of A. tumefaciens in a similar fashion to the holdfast in C. crescentus, and is produced by mother cells, that are often adhered to surfaces, and will generate multiple progeny daughter cells (Brown et al., 2012). In both bacterial taxa, production of the unipolar adhesin is stimulated by surface contact. In C. crescentus, this accelerates holdfast production to earlier in the cell cycle, but in A. tumefaciens surface contact is required for cells to produce the UPP (Li et al., 2012). The smaller size and strict surface-contact dependence of UPP production led to the structure being overlooked for many years, relative to the more microscopically conspicuous holdfast of C. crescentus. Several A. tumefaciens mutants have been characterized which exhibit a bypass of surface-contact dependence and elevated UPP production due to increased levels of the cytoplasmic second messenger cyclic diguanylate monophosphate (cdGMP) (Feirer et al., 2017, Feirer et al., 2015, Xu et al., 2013).
A cluster of six predicted polysaccharide biosynthetic genes (ATU_RS06125-RS06100) was initially implicated based on adhesion defects of a small number of mutants in A. tumefaciens (Xu et al., 2012). These genes are homologous to six genes in a syntenic cluster required for synthesis of a glucomannan involved in recognition of host legumes during formation of symbiotic nodules in the related nitrogen-fixing APB Rhizobium leguminosarum bv. viciae (Williams et al., 2008). Deletion of the entire six-gene cluster in A. tumefaciens led to complete loss of biofilm formation on abiotic surfaces and abolished lectin labeling of the UPP (Xu et al., 2012). In-frame deletion of a single gene in this cluster (ATU_RS06105) encoding a polyisoprenylphosphate hexose-1-phosphate transferase (PHPT), homologous to the HfsE glycosyltransferase from C. crescentus required for holdfast synthesis (Toh et al., 2008), also abolished surface attachment and visible UPP production. In addition to this PHPT protein, the other five genes in this cluster encode homologs to polysaccharide biosynthesis proteins (Table S1), and we provisionally designated this gene cluster as uppABCDEF (Thompson et al., 2018).
The uppA-F gene cluster is completely or partially conserved among diverse members of the Rhizobiales, and mutations in several of these homologs have been shown to impact production of a unipolar polysaccharide and rosette formation in Rhodopseudomonas palustris (Fritts et al., 2017). Thus, in at least three members of the Rhizobiales, homologs of the A. tumefaciens uppA-F genes are required for synthesis of polar polysaccharides, and it seems likely that this function is conserved in these bacteria. However, notably absent from these gene clusters are homologs of the Wzx-type polysaccharide flippase enzymes and the Wzy-type polysaccharide polymerases, two of the defining components of these pathways (Cuthbertson et al., 2009). In this study, we use targeted mutational analysis along with several distinct forward genetic approaches to expand and deepen our prior analyses on A. tumefaciens UPP biosynthesis, identifying over 15 additional genes in six genomic clusters that are required for UPP production and attachment to surfaces. We combine this genetic analysis with microscopy and functional assays to reveal that there are at least two distinct polysaccharides that both contribute to the A. tumefaciens UPP, and that the biosynthetic pathways are genetically separable, but also overlapping and co-regulated.
Results
Mutations in the uppABCDEF gene cluster disrupt attachment and UPP production
A. tumefaciens synthesizes the UPP adhesin when its attaches to surfaces, including plant tissues and other bacterial cells, that can be readily detected with fluorescently tagged lectins such as Alexa Fluor 594-tagged WGA (af-WGA) (Fig. 1). Null mutations in the uppE gene (ATU_RS06105) within the uppABCDEF cluster result in loss of lectin labeling and surface attachment (Xu et al. 2012; Fig. 2A), but the roles for the other genes in this cluster had not been examined. Using the general polysaccharide biosynthetic nomenclature, UppE encodes a WbaP initiating glycosyltransferase, UppB (ATU_RS06120) encodes a predicted Wzb-type periplasmic co-polymerase (PCP), and UppC (ATU_RS06115) encodes a putative Wza-type outer membrane polysaccharide secretin (OPX) (Table S1). The other three genes are not restricted to Wzx-Wzy systems, but are predicted polysaccharide biosynthesis genes; UppA (ATU_RS06125) encodes a putative polysaccharide acetyltransferase with similarity to BcsL involved in bacterial cellulose synthesis, UppD (ATU_RS06110) encodes a Type 4 glycosyltransferase (GT4), and UppF (ATU_RS06100) is similar to WaaL O-antigen ligases that often transfer polysaccharides to the core of lipopolysaccharide (LPS), in formation of the O-antigen or LPS-conjugated polysaccharides (Romling & Galperin, 2015, Ruan et al., 2018).
To test the other genes in the uppABCDEF cluster (ATU_RS06125-RS06100), we created in-frame deletions of each gene individually and observed significant decreases in biofilm formation on PVC coverslips (Fig. 3, Table S1). The uppC and uppE deletion mutants exhibited the most profound defects, but the uppA, uppB, uppD and uppF deletion mutants resulted in substantially decreased biofilm formation, although still detectable. Short term attachment assays with cells incubated on coverslips revealed weak attachment in all mutants and loss of labeling with af-WGA for all of the mutants (Fig. 4, Table S1). Attachment and biofilm formation deficiencies of deletion mutants were fully complemented by ectopic expression with plasmid-borne copies of these genes, with the exception of the uppC mutant, which was only partially complemented with the Plac-uppC plasmid (Fig. 3). We realized that the uppC deletion also impacted the overlapping downstream uppD coding sequence, and provision of a plasmid expressing both uppC and uppD fully reversed the ΔuppC mutant phenotype. As described above, the six upp genes are all homologous to genes that encode polysaccharide biosynthetic proteins (Table S1). However, it was clear that based on their predicted functions in a Wzx-Wzy-type pathway, they would be insufficient and that there must be additional genes required for UPP synthesis. Most notably, homologs of both the Wzx flippase and the Wzy polymerase are not found in this gene cluster nor in proximal genes.
A facile genetic screen for UPP biosynthetic genes
In prior studies, we had identified a set of mutants in four different loci (visR ATU_RS02585, claR ATU_RS08010, pruA ATU_RS05580, and dcpA ATU_RS16190), that manifested elevated production of the UPP coincident with elevated cellular cdGMP levels (Feirer et al., 2017, Feirer et al., 2015, Xu et al., 2013). The screen was based on the polysaccharide-binding, azo-dye Congo red (CR, which can also bind to β-amyloid proteins), and in all cases elevated CR pigmentation correlated with increased UPP production and hyper-adherence to surfaces. Wild type A. tumefaciens forms very pale orange colonies when cultured on agar plates of a standard minimal medium (ATGN) supplemented with CR (ATGN-CR) (Xu et al., 2013). Elevated production of either the UPP or cellulose results in red pigmentation of bacterial colonies grown on ATGN-CR, which we designated the ECR (Elevated Congo Red) phenotype. In an A. tumefaciens mutant disabled for cellulose production (Cel−), the ECR phenotype faithfully reflects UPP production. In the current study, we utilized this same CR-based screen, but performed it with the four different ECR mutants, each with in-frame deletions in the relevant regulatory genes (ΔvisR, ΔclaR, ΔpruA, and ΔdcpA). These strains were also genetically disabled for other known dispensable polysaccharides (cellulose, curdlan, β,1-2 glucans, succinoglycan) but retained UPP production (UPP+); for ease of description we generally designate these strains as ECR (CDGS−) derivatives (the specific deleted regulator resulting in the ECR phenotype is indicated where relevant).
Mariner (Himar-1) transposon mutant libraries of each strain were screened for colonies with a notable decrease in CR pigmentation (the DCR phenotype), reasoning that we would likely isolate mutations in UPP biosynthetic functions, as well as positive regulatory elements required for the ECR phenotype. Overall, we screened close to 50,000 colonies of these derivatives for the DCR phenotype. Once confirmed as DCR mutants, the transposon insertion site junctions were amplified and sequenced. From this initial screen 140 independent mutants were identified in 18 discrete annotated genes (Fig. 2, Table S2), most predicted to be involved in polysaccharide biosynthesis or clustered with such genes (other DCR mutants were in known or predicted regulatory functions, see Xu et al., 2013). All but one of the 18 disrupted loci were identified multiple times, and mutations in all but two genes were found in more than one of the mutants used in the screen, with nine genes identified in at least three different mutant backgrounds (Table S2). Subsequent analyses revealed that most of the genes disrupted by Mariner insertions in the DCR mutants, when deleted and tested in the wild-type genetic background, resulted in decreased or absent UPP production and decreased biofilm formation (Table S1). This validated the use of the ECR CDGS− mutants to initially screen for UPP defects, and that these are consistently manifested when the corresponding genes are disrupted in a wild-type background. Of the genes identified, four were in the previously characterized uppA-F cluster (number of mutants); uppB (2), uppC (14), uppD (6), and uppE (16) for a total of 38 (27%) of the independent mutants (Fig. 2A). No DCR mutations were identified in uppA or uppF. The identification of four of the genes in this cluster however, validated the ability of our DCR screen to detect mutants with diminished UPP biosynthesis.
Identification of two Wzx flippase homologs that impact UPP production
One of the required Wzx-Wzy pathway functions that had not been identified previously was a flippase (Wzx) homolog. The DCR screen identified two different Wzx-type genes (Fig. 2B, 2C; Tables S1, S2). Across all four mutant backgrounds used in the screen, 21 independent mutations were obtained in a Wzx-type flippase homolog, ATU_RS02360, that we now designate uppX. This gene encodes a 426 aa protein, with 10-12 predicted transmembrane helices, as is consistent with many flippase homologs (Hong et al., 2018). In-frame deletion of uppX in wild type C58 resulted in a dramatic loss of biofilm formation (Fig. 5A) and attachment, as well as UPP production as judged by WGA and DBA labeling (Fig. 5B). These phenotypes were fully complemented by expression of a plasmid-borne copy of uppX. Divergently oriented from uppX is ATU_RS02370 (Fig. 2B), encoding a Wzy-type protein predicted to function as a polysaccharide polymerase, but no DCR transposon mutants were obtained in this gene. Interestingly, DCR mutations in a second flippase homologue were also identified, ATU_RS16320, now designated uppV (Fig. 2C, Table S1). UppV is a 477 aa Wzx-type protein, also with 12 predicted transmembrane domains. Only two mutations in uppV were isolated, but one each in the ΔpruA and ΔdcpA mutants (Table S2). Deletion of uppV in wild-type C58 significantly decreased but did not entirely abolish biofilm formation (Fig. 5A, 6A), although weak attachment and no substantial WGA lectin binding was observed (Fig. 6B).
The uppV coding sequence terminates 8 bp upstream of another reading frame, ATU_RS16325, that we have designated uppQ (Fig. 2C). Fifteen independent DCR mutants were isolated with insertions in uppQ, which is oriented convergently to an adjacent unidentified reading frame (ATU_RS16330), strongly suggesting that uppQ itself is required for UPP production. UppQ is homologous to acetyltransferases of the GNAT family of enzymes (Vetting et al., 2005), and paralogous to UppA (ATU_RS06125) (Table S1). Deletion of uppQ in the wild type results in loss of WGA lectin binding and has a strong biofilm defect (Fig. 6A and 6B; Table S1) suggesting it plays a crucial role in UPP biosynthesis.
A gene cluster of multiple polysaccharide biosynthetic genes with roles in UPP biosynthesis and biofilm formation
Strikingly, 47 of the DCR mutants (33.6%) had transposon insertions in a contiguous gene cluster ATU_RS11550-RS11590, with mutations represented in all four screening backgrounds, and multiple independent mutations identified for all of these genes (Fig. 2D). Seven of these annotated genes have predicted polysaccharide-related functions, and the other genes encode hypothetical functions. Eight out of nine genes in this contiguous cluster were identified in the DCR screen, with the exception of ATU_RS11580, a hypothetical gene (Fig. 2D). The genes are organized into at least four different predicted transcription units. Multiple lines of evidence for most of these genes indicate roles in UPP biosynthesis and hence we have designated them uppG through uppO (Fig. 2D, 5, Table S1). Four of these genes are predicted to encode cytoplasmic glycosyl transferases (GTs) uppG is in the Carbohydrate Active Enzymes (CAZy) group GT4, uppI and uppJ in CAZy group GT2, and uppL in CAZy group 26 (Lombard et al., 2014). The uppH gene encodes a predicted periplasmic Class 10 glycoside hydrolase, uppM encodes a periplasmic co-polymerase (PCP-2b) with a GumC domain, and uppO encodes a phosphomannomutase. One of the interrupted genes among the DCR transposon mutants, uppK encodes a hypothetical protein of unknown function.
Independent in-frame deletions were generated in all of these predicted genes in the wild-type C58 background and tested for biofilm formation defects. Profound defects were observed for ΔuppG, ΔuppI, ΔuppJ, ΔuppL, and ΔuppM (Fig. 6A and Table S1). Ectopic expression of the deleted gene complemented the deletion mutants for uppG, uppI, uppJ, uppL, and uppM (Table S1, Fig. S1A). The uppM deletion was based on a prior genome annotation of A. tumefaciens C58 (BioProject Access No. PRJNA283) which has now been corrected for uppM (ATU_RS11585) extending its 5’ end by 198 bp for a full length of 1629 bp (BioProject Access. No. PRJNA224116). The ΔuppM deletion we generated removes the entire PCP-2b (GumC) domain retaining the 198 bp upstream segment, and results in a severe biofilm defect that is well complemented by ectopic expression of uppM (Table S1). In-frame deletion of uppH did not have an impact on attachment, but the gene overlaps by 4 bp with the uppG coding sequence and multiple lines of evidence suggest that the uppH transposon mutations are polar on uppG. However, subsequent analysis revealed an important activity of UppH relevant to the UPP (described below).
In frame deletion of uppO in the wild-type C58 background did not result in a biofilm defect and in fact seemed to result in elevated adherence (Fig. 6A), despite the isolation of four DCR transposon mutants with insertions in this gene. Similar to uppO, in-frame deletion of the hypothetical gene uppK in wild-type C58 did not decrease biofilm formation, despite the isolation of four transposon insertions that map to this gene and result in ECR phenotypes (Fig. 6A).
The UppG glycosyl transferase catalytic site is required for full UPP synthesis.
Careful examination of the ΔuppG mutant revealed that it does in fact bind to the WGA lectin, but that the signal is significantly weaker than the wild type (Fig. S1A, S1B). We recreated this deletion in the ΔpruA CDGS− mutant and found it to be fully complemented by a plasmid-borne copy of the gene as evaluated by CR colony staining (Fig. S1C). GT4-Class glycosyltransferases similar to UppG have a conserved DXD catalytic motif (Breton et al., 2006). Mutation of the predicted DXD active site motif (pos. 142-4) at the first D residue (DXD>AXD) abolished complementation (Fig. S1C), confirming a requirement for its GT activity in this and related phenotypes.
UppH encodes a glycoside hydrolase capable of destabilizing the UPP
The uppH gene (ATU_RS1155) was found to be largely dispensable for adhesion and UPP production (Fig. 6A, Table S1). However, it was predicted to be a periplasmic Class 10 glycoside hydrolase, and its position within the uppG-O cluster implicated it in UPP production. Periplasmic glycoside hydrolases are often encoded within polysaccharide biosynthetic gene clusters and are thought to hydrolyze glycosidic bonds of the associated polysaccharide as it transits this cellular compartment (Oglesby et al., 2008). Recently it was reported that exogenous addition of the purified PelAh and PslGh periplasmic glycoside hydrolases from Pseudomonas aeruginosa can disrupt Pel and Psl-dependent biofilms through cleavage of these polysaccharides (Baker et al., 2016). A derivative of UppH with its N-terminal secretion signal replaced by a hexahistidinyl tag (His6) was purified. His6-UppH was added in standard culture media (1 μM final concentration) to coverslips on which A. tumefaciens (ΔpruA CDGS−) had been allowed to adhere for 2 h, and incubated for an additional 1 h, followed by dual lectin labeling with both af-WGA and fl-DBA (DBA also effectively labels the UPP as described in more detail below and in Xu et al. 2012). In the untreated samples, many cells were polarly attached and visibly labeled with one or both lectins (Fig. 7A). Addition of the UppH enzyme to these attached populations did not dislocate the cells but removed visible lectin-labeled polysaccharide. In parallel, we generated and purified a site-specific UppH mutant in which two predicted catalytic glutamate codons were mutated to glutamine codons to create UppH** (E152Q E266Q). Addition of exogenous, purified UppH** at 1 μM had no impact on lectin labeling (Fig. 7A).
We also examined UppH activity using Transmission Electron Microscopy (TEM). The A. tumefaciens ΔpruA CDGS− strain was used for these experiments to eliminate additional polysaccharides that can obscure visualization of the UPP and because the surface-contact dependence of wild type A. tumefaciens makes TEM of adhered cells challenging. We found that pre-incubation of A. tumefaciens ΔpruA CDGS− strain with the same concentration of purified UppH, effectively removed unipolar fibrous material observed for the untreated cells (Fig. 7B), resulting in poles with no visible fibers, whereas incubation with the UppH** mutant did not affect these fibers. Similar to studies using the P. aeruginosa glycoside hydrolases (Baker et al., 2016), addition of increasing concentrations of purified His6-UppH added at the beginning of cultivation inhibited A. tumefaciens biofilm formation (Fig. S2), whereas the catalytic site mutant had no effect (data not shown).
A predicted outer membrane protein required for UPP synthesis
Nine independent DCR mutants had transposon insertions within or immediately upstream of the ATU_RS1765 gene, and we have designated this gene as uppP (Fig. 2E). One of the nine transposon insertion mutants mapped to the short annotated 318 bp upstream hypothetical coding sequence ATU_RS1760 which terminates 6 bp upstream of the predicted uppP start codon. This single transposon insertion is likely polar on uppP. UppP is 497 aa in length, has an N-terminal secretion signal and encodes an outer membrane β-barrel-type II porin protein (Table S1). UppP is much larger than the predicted polysaccharide secretin UppC (190 aa), does not match well with Wza homologues, and unlike UppC, lacks a lipidation motif. The uppP gene is convergently oriented to a GalU homologue (ATU_RS17570), predicted to encode a UTP-glucose-1-phosphate uridylyltransferase, that could synthesize a UDP-glucose precursor, but no DCR mutants were isolated that had insertions in this gene (although it is implicated by our subsequent findings, described below). An in-frame deletion of uppP in wild type resulted in complete loss of biofilm formation and was fully complemented by plasmid-borne expression of the gene (Fig. 6A, Table S1). The ΔuppP mutant does not produce UPP as evaluated with af-WGA staining (Fig. 6B).
Mutations in the exoC gene result in the DCR phenotype
Eight independent DCR mutants were found to have transposon insertions within ATU_RS19035 (Fig. 2F), encoding a gene previously designated as exoC (Kamoun et al., 1989). The exoC gene product encodes a predicted phosphoglucomutase that would catalyze conversion of glucose-6-phosphate to glucose-1-phosphate, a precursor of sugar nucleotide substrates for polysaccharide biosynthesis. The exoC mutant has pleiotropic defects in multiple polysaccharide biosynthetic pathways as well as motility, in addition to the defects in UPP production documented here (see Supplementary Results for additional details).
Apparent redundancy for Wzy-type polymerase function(s)
The DCR screen described above revealed a large number of genes required for UPP biosynthesis. Given the wide range of polysaccharide-related functions identified, it was surprising that no DCR mutants were isolated with mutations in Wzy-type polymerase homologs, despite the presence of a gene encoding a Wzy-type protein (ATU_RS02370) oriented divergently from uppX (Fig. 2B). We reasoned that the crucial Wzy polymerase activity required for a Wzx-Wzy-type pathway, might be fulfilled by functionally redundant proteins. Examination of the A. tumefaciens C58 genome revealed a Wzy-type protein paralogous to ATU_RS02370, ATU_RS11495, to be the closest match, (37% identity, 57% similarity). As described below, we have designated these genes as uppY (ATU_RS02370) and uppW (ATU_RS11495) (Fig. 8A). Single, in-frame deletions of uppY and uppW did not result in any discernable change in CR colony pigmentation in the ΔpruA CDGS− mutant nor adhesion defects when deleted in wild type C58 based on in vitro biofilm assays (Fig. 8B, 8C). However, combination of the uppY and uppW deletions resulted in the DCR phenotype in the ΔpruA CDGS− mutant (Fig. 8B) and abolishment of biofilm formation in the wild-type strain (Fig. 8C). Independent expression of plasmid-borne copies of either gene complemented the ΔuppY ΔuppW mutant for adhesion.
The UPP adhesin is composed of two chemically and genetically distinct polysaccharides
The large number of putative UPP genes we identified from the DCR screen was striking given an apparent duplication of function for many of the requisite steps involved in Wzx-Wzy-type polysaccharide synthesis (Fig. 2, Table S1). Previously, A. tumefaciens UPP synthesis was examined using multiple lectins with different oligosaccharide specificities (Xu et al., 2012). In addition to GlcNAc residues recognized by WGA, the lectin from the legume Dolichos biflorus (DBA) has specificity for N-acetylgalactosamine residues (GalNAc) and effectively labels the A. tumefaciens UPP. We performed dual labeling experiments with af-WGA and fl-DBA of A. tumefaciens (ΔpruA CDGS−) cells adhered to coverslips. Both lectins labeled the poles for a large proportion of adhered cells (Fig. 9). The pattern of labeling was striking with the fl-DBA fluorescence forming a tight focus at the point of contact, and the af-WGA labeling more diffusely bound in a second ring around the DBA-labeled sector. This suggested that there were two discrete populations of polysaccharide at the pole, one identifiable using the GlcNAc-specific WGA and a second labeled with the GalNAc-specific DBA. We tentatively designated these two polysaccharide species as UPPGlcN and UPPGalN, respectively.
Our findings suggested that the two Wzy-type proteins, UppY and UppW, were functionally redundant for adhesion and for CR labeling. Lectin labeling of the ΔuppY and ΔuppW mutants background revealed reciprocal specificity for each polymerase and a corresponding polysaccharide (Fig. 10A). In short-term coverslip binding assays probed simultaneously with both lectins, the ΔuppY mutation caused loss of all fl-DBA labeling, but did not affect that of af-WGA, whereas the ΔuppW mutation caused loss of the af-WGA labeling but retained that of fl-DBA. The double mutant, which abolished elevated CR binding and biofilm formation, was unable to bind either lectin. This suggested that production of the DBA-labeled UPPGalN requires UppY, whereas elaboration of the WGA-labeled UPPGlcN requires the function of UppW.
UPP polysaccharide production was also examined using transmission electron microscopy (TEM) and lectins conjugated with colloidal gold beads. The appropriate cultures were grown and probed with each lectin preparation individually, and then incubated with the general TEM reagent uranyl acetate. In the A. tumefaciens ΔpruA CDGS− mutant with functional copies of both uppY and uppW, the UPP could be observed as fibrous material at a single pole of the cell, that was absent in the ΔuppY ΔuppW mutant (Fig. 10B). The gold-labeled WGA (20 nm) bound this fibrous material quite effectively and no binding was observed for the ΔuppY ΔuppW mutant. Fibrous polar material was visible for the single ΔuppY and ΔuppW mutants, but the labeled WGA only bound efficiently to the fibers observed in the ΔuppY mutant, and not those on the ΔuppW mutant (Fig. 10B). Initial experiments with the gold-labeled DBA lectin, revealed it to bind very inconsistently to the UPP (data not shown). We found that the lectin from peanut (PNA) that also binds to polysaccharides with GalNAc residues, gave more consistent results (Fig. 10B). The gold-conjugated (10 nm) PNA lectin bound to the fibrous material for the cells that were wild type for both uppY and uppW, and the ΔuppW mutant, but there was no binding to the ΔuppY mutant or the double mutant. Although this pattern was observed consistently, it was clear that the PNA lectin binds much less efficiently than does WGA to the UPP.
A second genetic screen to distinguish between UppY− and UppW-dependent UPP biosynthetic pathways
Our findings suggest that there are two distinguishable polysaccharides that comprise the UPP, UPPGalN and UPPGlcN, and that each polysaccharide species requires a specific Wzy-type protein, UppY and UppW, respectively. The individual ΔuppY and ΔuppW mutants do not manifest pronounced deficiencies in CR staining nor in standard biofilm assays. However, there are a large number of other single mutants in presumptive UPP biosynthetic genes identified that do manifest these deficiencies. For example, deletion mutants in uppC (Wza, OPX, outer membrane secretin), uppX (Wzx, flippase), uppE (WbaP, PHPT initiating glycosyltransferase) and uppQ (GNAT acetyltransferase), all have very pronounced phenotypes. This suggests that certain UPP genes have functions that are required for production of both polysaccharides, whereas others, most notably UppY and UppW, are specific to each polysaccharide. To identify UPP-related functions specific to each polysaccharide and those that play a role for both, a variation of the initial DCR screen was developed. Neither the individual uppY or the uppW mutant has a DCR phenotype in the ΔpruA CDGS− background (Fig. 8B). We reasoned that additional loss of the other UPP polysaccharide in these single mutants would cause a significant DCR colony phenotype as observed for the ΔuppY ΔuppW mutant (Fig. 8B). Two strains were transposon mutagenized in parallel: the A. tumefaciens ΔpruA CDGS− strain deleted for either the uppY gene or the uppW gene (Fig. S4). We then screened these transposon mutant libraries for DCR mutants, examining roughly 30,000 colonies per lineage. We obtained and confirmed about 100 independent DCR mutants from each lineage. These mutants were pooled, total genomic DNA extracted and barcoded to specify each screening background, and then sequenced en masse using Himar-1 transposon-specific amplification and Illumina sequencing ([dataset] Onyeziri and Fuqua, 2021). We expected to identify DCR mutations in the uppY gene for the ΔuppW derivative, and mutations in uppW in the ΔuppY derivative, and multiple mutants in these genes were isolated as predicted (Fig. 11, Table S3). Other previously identified genes from the initial DCR screen were also re-isolated. For example, multiple independent mutants in uppE (Atu1236) and uppC (Atu1238) were isolated in both mutant backgrounds. However, no transposon insertions in any of the other genes in the uppABCDEF cluster were isolated in either screen, despite the isolation of mutants in uppB and uppD in the prior screen (Fig. 11). The two flippase homologs, uppX and uppV were isolated in both screening backgrounds, although as observed before, considerably more mutants were isolated in uppX. Overall, multiple transposon mutations were re-isolated in both the ΔuppY and ΔuppW screening backgrounds in 12 different upp genes that had been identified in the prior screen, (Fig. 11, paired green and red bars; Table S3). Several other genes were identified in both screens that had not been previously associated with UPP biosynthesis, notably a galE/exoB homolog (ATU_RS19470), a traA plasmid conjugation gene homolog (ATU_RS22800, located on the linear chromosome), several predicted regulators (see below), and two genes of unknown function (ATU_RS15030 and ATU_RS22740).
Genes identified in only one of the polymerase mutants
The uppG and uppH genes were the only previously identified genes restricted to one of the two pathway-specific screens other than uppY and uppW. They were identified multiple times in the ΔuppY mutant but not once in the ΔuppW mutant (Fig. 11, single red bars, Table S3). As described above, UppG encodes a glycosyltransferase in the GT4 family, whereas uppH is a Class 10 glycoside hydrolase. Given the polarity of transposon insertions in uppH on uppG that we had already confirmed, it is very likely that the DCR phenotype in the uppH transposon mutants was due to their effect on uppG expression. Thus, uppG is probably the only previously identified UPP biosynthesis function in addition to the uppW polymerase that is required specifically for UPPGlcN production and does not appear to play a prominent role in UPPGalN production (at least in the ΔuppY background).
Another polysaccharide related gene we have now designated uppZ (ATU_RS11500) encoded convergently from the uppW Wzy-type gene, was disrupted in three independent mutant sequences. UppZ is an Acyltransferase-3 (AT-3) homolog similar to ExoZ from S. meliloti, required for production of acetylated succinoglycan (Reuber & Walker, 1993). Two additional genes were identified only in the ΔuppY screen. Four mutants were isolated in ATU_RS05430, predicted to be a fatty acid biosynthesis gene. Nine independent mutations were isolated in the podJ gene (ATU_RS02460), a polarity determination factor known to be required for normal polar localization of the C. crescentus holdfast (Hinz et al., 2003) and required for functions related to polar cell division in A. tumefaciens (Anderson-Furgeson et al., 2016). No podJ mutants were identified in the ΔuppW background.
Transposon mutants in 11 different genes were isolated specifically in the ΔuppW mutant that resulted in loss of the CR phenotype imparted by the UPPGalN polysaccharide (Fig. 11, single green bars, Table S3). Although these genes were independently disrupted in multiple DCR transposon mutants, the majority were isolated in fewer than five mutants. Two genes with transposon insertions from the ΔuppW-specific screen are adjacent, and annotated as rfbA (ATU_RS21635) and rfbD (ATU_RS21640), encoding a glucose-1-phosphate thymidylyltransferase and a dTDP-4-dehydrorhamnose reductase. They are located in an operon of genes predicted to be involved in synthesis of the dTDP-l-rhamnose, often a component of the LPS core or O-antigen in members of the Rhizobiaciae (De Castro et al., 2008). The nuoL gene (ATU_RS06310) and clpA (ATU_RS06730) encode a NADH ubiquinone oxidoreductase subunit, and the ATP-binding subunit of the Clp protease. Seven of the genes identified are hypothetical reading frames.
Genes involved in sugar-nucleotide precursor synthesis
Multiple independent mutants were isolated in the exoC gene (ATU_RS19035), in both screening backgrounds (Fig. 11, Table S3), consistent with the prior screen (Fig. 2F). As described earlier, exoC encodes a phosphoglucomutase, predicted to convert glucose-6-phosphate to glucose-1-phosphate, a precursor of sugar nucleotide substrates for polysaccharide biosynthesis (Kamoun et al., 1989). A gene annotated as galE/exoB (ATU_RS19470) was isolated with five or more independent transposon mutants in both pathway-specific screens but had not been isolated in the initial mutant screen. This gene is predicted to encode a UDP-glucose epimerase, similar to GalE, that catalyzes the reversible epimerization reaction of the sugar nucleotide precursor UDP-GlcNAc to UDP-GalNAc, and has an NADP Rossman domain (Holden et al., 2003).
Additional regulators identified in the pathway-specific screen
Several probable regulatory genes were identified in the UPPGlcN and UPPGalN specific screen (Fig. 11, Table S3). Mutations in three of these were identified in both screens. The exoR gene (ATU_RS08400), encodes a periplasmic regulator of the ChvG-ChvI two-component system (Heckel et al., 2014). In A. tumefaciens, exoR mutations dysregulate hundreds of genes, including those for synthesis of the polysaccharide succinoglycan. Mutations in exoR were also isolated as DCR mutants in the original screen (Xu and Fuqua, unpublished results). The two other putative regulators identified had not been implicated from the earlier screen. In both the ΔuppY and ΔuppW backgrounds, mutations were isolated for a homolog of the relA/spoT gene (ATU_RS05105) . Multiple mutations in both backgrounds were also isolated in a gene annotated as the two-component type sensor kinase ntrY (ATU_RS07130).
Conservation of UPP biosynthesis genes
We used translated sequences of the UPP genes identified in this study as queries to search for homologs among genome sequences from members of the Rhizobiaceae. It is recognized that rhizobia and agrobacteria are polyphyletic and intermixed (Slater et al., 2009). Members of the Agrobacterium genus were historically classified into three primary biovars (I, II, and III), based on multiple attributes, and many of the wide host range A. tumefaciens strains including C58 are in Biovar I (Morton & Fuqua, 2012b). Recent phylogenetic studies have also divided the A. tumefaciens group itself into over 20 separate genomospecies (Lassalle et al., 2011). A. tumefaciens C58, the type-strain we use in this study, is in Genomospecies 8 (G8, also given the species designation A. fabrum). There is now a wealth of genomic data for comparison across the agrobacteria and among the wider Rhizobiaceae that allows great insights into the genetic conservation and ecological context among these bacteria (Weisberg et al., 2020).
A comparison of the UPP genes identified in the current study across representative genome sequences reveals multiple interesting trends. Several of the genes are widely conserved in sequence and synteny (Figs. 12, S5, S6). First, the uppA-F gene cluster is conserved largely throughout the agrobacterial genomospecies, with uppA less well conserved but still present (Fig. 12 and S5). This gene cluster is fully or partially conserved across the Rhizobiaceae, including among bacteria such as Rhizobium leguminosarum and Rhodopseudomonas palustris that are both recognized to make a UPP-type structure (Fritts et al., 2017, Williams et al., 2008). Beyond the Rhizobiaceae the gene cluster is also partially conserved more widely in Brucella abortus and other mammalian pathogens in the Alphaproteobacteria group. The uppA-F cluster shares limited similarity to the holdfast synthesis (hfs) gene cluster from C. crescentus but is clearly divergent between bacteria in the Orders Rhizobiales and Caulobacterales (Fritts et al., 2017).
Other upp genes that are well conserved across the agrobacteria genomospecies are uppV and uppQ, the flippase and acetyltransferase encoded within a presumptive operon, and uppP, that encodes the outer membrane protein. The sugar nucleotide enzyme ExoC and a GalU homolog (ATU_RS17570) encoded convergently with uppP (but not identified in our genetic screens) are also well conserved across the agrobacteria and the rhizobia. Strikingly, the uppG-O and uppXY gene clusters, and uppW gene are well conserved within the genomospecies considered Biovar I (G1, G2, G3, G4, G5, G7, G7-2, G8, G9, G13), with a few exceptions for specific genes within the clusters, but are largely absent outside of these taxa.
Discussion
In this study, we identified and analyzed a large number of genes required for biosynthesis of the A. tumefaciens unipolar polysaccharide known as the UPP, and in so doing, have discovered that this structure is composed of two genetically and biochemically discrete polysaccharides.
Genetic screens provisionally identify UPP biosynthetic genes
One of the two separable biosynthetic pathways is UppW-dependent and drives synthesis of the UPP species that labels with the WGA lectin specific for GlcNAc residues (UPPGlcN). The other pathway is UppY-dependent and directs production of the UPP species that labels with the DBA and PNA lectins specific for GalNAc residues (UPPGalN). Our genetic approach identified multiple components of a presumptive Wzx/Wzy pathway including formation of sugar nucleotide precursors (Fig. 13), several regulators and a collection of genes of unknown function. These screens were remarkably specific for UPP deficiencies, and creation of in-frame deletions in many of the genes identified from the screen revealed clear defects in UPP-dependent phenotypes in wild-type and re-constructed screening backgrounds. For our first DCR screen in which the uppY and uppW genes were intact, the majority of genes identified were predicted polysaccharide-related functions (Fig. 2 and Table S1), with the exception of uppP, which has the sequence of an outer membrane protein with no predicted role in polysaccharide biosynthesis, and uppK, a gene of unknown function . Only three of the disrupted genes identified in DCR mutants within the genetic clusters predicted to encode Wzx-Wzy-type pathway components, failed to diminish UPP-dependent phenotypes when the corresponding in-frame deletions were generated (ΔuppK, ΔuppO, ΔuppH) in otherwise wild-type A. tumefaciens. Transposon insertions in uppH were polar on the downstream glycosyltransferase uppG, although the evidence suggests the UppH glycoside hydrolase recognizes the UPP structure. The incongruity between the uppK and uppO transposon mutants and in-frame deletion mutants in these genes is however not explained by simple polarity, and the basis for these differences requires further investigation.
Initial steps in UPP precursor synthesis
We have identified all of the requisite components of a complete Wzx/Wzy-type polysaccharide biosynthesis pathway (Whitfield et al., 2020), including homologs to flippases (Wzx-type proteins, UppX and UppV) and polymerases (Wzy-type proteins, UppY and UppW) (Fig. 13). Our preliminary model is that UppE functions as the WbaP-initiating glycosyltransferase for UPP biosynthesis, or PHPT (polyisoprenylphosphate hexose-1-phosphate transferase), adding the first monosaccharide to an undecaprenol pyrophosphate (Und-PP) lipid carrier. Our prior studies found that under phosphorus (Pi) limitation, the requirement for uppE could be supplanted by another PHPT-type protein ATU_RS00495 (Xu et al., 2012), but under Pi-replete conditions as used in the current study, the role for UppE is clear. Interestingly, multiple PHPT homologs are redundantly functional in holdfast biogenesis in C. crescentus (Toh et al., 2008).
As with other polysaccharide biosynthetic pathways, precursors for this and subsequent monosaccharide additions are supplied by cytoplasmic sugar nucleotide pathways that in A. tumefaciens and its relatives, depend upon ExoC to convert glucose-6-phosphate (Glc-6-P) to glucose-1-phosphate (Glc-1-P) (Kamoun et al., 1989). As GlcNAc appears to be a major component of the UPP, we predict Glc-1-P is acetylated to form N-acetyl glucosamine-1-phosphate (GlcN-1-P) by one of the putative acetyl transferases UppA or UppQ (Fig. 13), mutations in either of which cause severe UPP defects. The GlcNAc would be conjugated to UDP, to form UDP-GlcNAc, although it is possible that UDP linkage occurs prior to acetylation. Our genetic screens did not identify any UTP-glucose-1-phosphate uridylyltransferases as DCR mutants, but the genes annotated exoN (ATU_RS18920) and galU (ATU_RS16570, encoded adjacent to uppP), are both predicted to catalyze this reaction and are non-essential (Curtis & Brun, 2014), so it is possible they are functionally redundant for this activity. The GalE homolog (ATU_RS19470) identified with a general UPP defect in our pathway-specific screen (Fig. 11, 13) is predicted to reversibly epimerize UDP-GlcNAc to UDP-GalNAc, an interesting activity since these sugar moieties are likely to be defining residues for the UPPGlcN and UPPGalN polysaccharides, respectively. Furthermore, sugar-nucleotide precursors for UPP synthesis are likely to be generated through these basal sugar-nucleotide pathways, although no additional genes annotated to function in this capacity were identified.
Following the Wzx-Wzy general model, after addition of the initiating monosaccharide to the Und-PP carrier to form monoglycosylated Und-PP, other glycosyltransferases utilize sugar-nucleotide precursors to add monosaccharides to form the mature subunit (Whitfield et al., 2020). Generally, the first of these monosaccharide additions is mediated by a glycosyl transferase homologous to WecG/TagA, generating the diglycosylated lipid II intermediate, which can then be acted upon by additional glycosyl transferases (Ginsberg et al., 2006) Five predicted glycosyltransferases were identified in one or both of our genetic screens (uppD, uppG, uppI, uppJ and uppL). UppL is predicted to encode a glycosyltransferase (CAZy Group GT26) homologous to WecG and TagA, and is strictly required for UPP synthesis. It is also the best match to the HfsJ glycosyl transferase of C. crescentus, a WecG/TagA type protein required for holdfast synthesis and a point in the pathway at which holdfast production is regulated (Fiebig et al., 2014). We hypothesize that UppL generates the Lipid II diglycosyl intermediate for UPP biosynthesis. The four additional GTs can then act to assemble the UPP repeating subunit (Fig. 13).
The uppI, uppJ, and uppL genes clearly all play roles in UPP synthesis, as they were consistently identified in our DCR mutant screens and in-frame deletions have significant impacts on UPP production and attachment. The uppD gene was identified as a DCR mutant in our initial screen with uppY and uppW intact (in all four ECR screening backgrounds) and the ΔuppD mutant is clearly biofilm deficient and greatly diminished for UPP production. However, it was not identified in the pathway-specific screen, suggesting that the requirement for UppD may be less stringent. Given our evidence for a UPPGlcN-specific role for UppG, we propose that it adds a particular residue that acts to divert a portion of the growing subunits to the UppW-dependent pathway, whereas UPP subunits in which this additional residue is not incorporated proceed through the UppY-dependent pathway. Additional modifications to the UPP subunits may include acetylation given the three potential acetyl transferases we have identified, UppA, UppQ, and UppZ.
Translocation, polymerization and export of the UPP.
A defining step in Wzx-Wzy pathway is translocation of the mature repeating subunit linked to Und-PP from the cytoplasmic face of the inner membrane to its periplasmic face (Islam and Lam, 2014). Mutants in uppX, encoding a predicted flippase with 10-12 transmembrane domains, have a severe UPP deficiency and were identified repeatedly in our screens. In addition, the uppV gene also encodes a flippase homolog, that was consistently identified (albeit less frequently than uppX) and also manifests a pronounced UPP defect. Our initial prediction that each flippase would be specific for one of the two polymerases did not hold true, as each flippase mutant manifests defects for both UppW− and UppY-dependent polysaccharides. We therefore tentatively assign both UppX and UppV as flippases in our model, with perhaps UppX playing the primary role (Fig. 13).
Once in the periplasm, the UPP subunits initiate or add to the growing polysaccharide chain by the activity of either UppW or UppY, which are strictly required for UPPGlcN and UPPGalN, respectively (Fig. 13). We predict that the specific monosaccharide composition of the subunit dictates which polymerase drives chain elongation. Addition of the subunit to the growing chain associated with its cognate polymerase, releases the Und-PP which is then available to serve for the multiple other pathways that depend on it, such as for synthesis of peptidoglycan and other polysaccharides.
Based on the Wzx/Wzy paradigm, the UPP polysaccharide then associates with a periplasmic co-polymerase (PCP, Wzc) and is ushered to the outer membrane polysaccharide secretin (OPX, Wza) for export to the cell exterior (Whitfield et al., 2020). The details of this process and the specific role for the PCP remain ill-defined for any biosynthetic pathway, but it is clear that the PCP and OPX proteins form a large multimeric complex that spans the outer membrane, and the periplasm, projecting into the cytoplasm (Collins et al., 2007). Our genetic analysis suggests that the predicted PCP-2a proteins, UppM and UppB, fulfill the PCP (Wzc) requirement for both UPP polysaccharides and that UppC functions as the OPX (Wza) secretin (Fig. 13). Other important processing may occur in the periplasm, such as the activity of the periplasmic glycoside hydrolase UppH (although this is not required for the UPP-dependent phenotypes we analyzed) and perhaps anchoring of the UPP polysaccharide to an outer membrane component, via the O-antigen ligase homolog UppF. What retains the externalized UPPGlcN and UPPGalN at discrete locations at a single pole remains to be determined. Our preliminary results suggest that several of the UPP biosynthetic proteins identified here localize to the same pole as the UPP (Natarajan and Fuqua, unpublished) suggesting that at least some of the steps of biosynthesis occur proximal to the eventual site of UPP elaboration, similar to what has been observed for holdfast biogenesis in C. crescentus (Javens et al., 2013). A role for the PodJ polar localization factor in proper positioning of the UPP to the pole is supported by its identification in our genetic screens, also consistent with its function in C. crescentus holdfast localization. The reason that it was only identified in the UPPGlcN-specific screen in A. tumefaciens is the subject of future studies.
Identification of new polysaccharide genes and regulators.
The pathway-specific screen identified a significant number of genes in which multiple independent transposon insertions resulted in the DCR phenotype indicative of UPP deficiencies, that had not been identified in the initial screen in which uppY and uppW were intact. Some of these genes are annotated to be related to polysaccharide biosynthesis (rfbB, rfbD, and uppZ). It is unclear what role the other genes with annotations either that predict functions outside of polysaccharide synthesis or hypothetical genes, might play in UPP synthesis. Multiple transposon mutants were isolated in the predicted regulators relA and ntrY in both pathway-specific screens but not the original screen. This pattern suggests that their roles may be related to the specific defects caused by the uppY and uppW polymerase mutations. RelA is a (p)ppGpp synthetase/hydrolase best known from its role in the stringent response to nutrient limitation (Ronneau and Hallez, 2019). NtrY is a two component-type sensor kinase thought to function with the NtrX response regulator, which in A. tumefaciens is encoded immediately downstream of the ntrY gene (Stein et al. 2021). Both of these regulators control multiple functions in other APB, and it seems likely that UPP production overlaps with their regulatory networks in A. tumefaciens. Although the isolation of multiple independent mutants in these genes supports their impact on UPP synthesis, more extensive analysis is required to confirm their mechanisms and the extent to which they impact UPP production.
Anchoring and cohesiveness of the UPP
Interestingly, individual in-frame deletions of all the uppA-F genes result in UPP deficiencies although no mutations were identified for uppA or uppF in any of the DCR genetic screens performed. UppA encodes a cytoplasmic GNAT-type acetyl transferase. For several bacterial polysaccharides, the degree and distribution of acetylation is thought to alter the adhesiveness of the polysaccharide (Vuong et al., 2004, Wan et al., 2013). UppA may modulate adhesiveness of the UPP, but its loss may not visibly impact the CR-staining properties of the UPP. There is a strict requirement for the other cytoplasmic GNAT-type protein UppQ for the ECR phenotype, and so we speculate that UppA performs a non-critical role such as UPP modification, but we do not know with certainty, so both UppA and UppQ are depicted to modify the UPP (Fig. 13). The uppZ gene identified in the pathway-specific screen performed with the ΔuppY mutant, also encodes a predicted acetylase similar to ExoZ that may function on periplasmic polysaccharide but this was only identified in the ΔuppY mutant suggesting specificity for the UPPGlcN polysaccharide.
UppF has homology to O-antigen ligases that function in attaching the O-antigen portion of LPS to the LPS core sugars during biogenesis of this outer membrane component (Ruan et al., 2018). The dramatic biofilm and attachment deficiencies for the ΔuppF mutant suggest a profound UPP defect, but it was not identified in either of the DCR screens. In C. crescentus, the holdfast is attached to the tip of the stalk via the holdfast anchor (Hfa) proteins, that are thought to form a β-amyloid-type fiber (Hardy et al., 2010). However, there are no clear homologs of the Hfa proteins encoded by A. tumefaciens and we speculate that instead the UPP may be linked to LPS or another component on the cell surface. Given its combination of phenotypes, UppF is a promising candidate for linking the UPP to the cell surface.
The polysaccharide component of the A. tumefaciens UPP
As with the C. crescentus holdfast, the UPP structure was first detected using lectin reagents that are generally specific for polysaccharides (Tomlinson & Fuqua, 2009). Lectin labeling remains the most facile and reliable way to identify the A. tumefaciens UPP microscopically, although it is also visible in TEM and SEM without specific labeling (Xu et al., 2013). In addition to the genes encoding functions related to polysaccharide synthesis, we have also identified several regulators and the polar localization factor PodJ as important for UPP biosynthesis. Our pathway-specific screen identified a significant number of genes of unknown function, which may or may not be related to polysaccharides, and remain to be investigated further. The UppP protein, predicted to encode an outer membrane porin (distinct from polysaccharide secretins such as UppC), is not a typical component of a Wzx/Wzy pathway, but is required for UPP production. Despite these few exceptions, the prominent role for Wzx/Wzy proteins and other polysaccharide related proteins (e.g. sugar nucleotide precursors) strongly support the conclusion that the UPP is predominantly comprised of polysaccharide.
We have added to this evidence by finding that the extracellular addition of the purified UppH glycoside hydrolase degrades all visible lectin-binding UPP material on pre-attached cells and can inhibit biofilm formation when co-incubated with planktonic A. tumefaciens. The UppH protein is annotated in the A. tumefaciens C58 genome as a xylosidase (Goodner et al., 2001, Wood et al., 2001), and a recent study, tentatively designating the gene xynA, found that it was required for growth on minimal medium with exogenous xylan as a carbon source (Mathews et al., 2019). Our observations on susceptibility of both UPPGlcN and UPPGalN to UppH (XynA) activity suggest that the enzyme hydrolyzes important glycosidic linkages common to both UPP polysaccharides. Based on its activity on exogenous xylan and its annotation, we hypothesize that these vulnerable positions within the UPP contain xylose residues. A recent chemical characterization of the C. crescentus holdfast revealed that it contains xylose residues, among other monosaccharides (Hershey et al., 2019). The ΔuppH mutant does not have a detectable attachment phenotype, but this is a relatively common observation among periplasmic glycoside hydrolases associated with polysaccharide synthesis pathways (Baker et al., 2016). The roles for these enzymes in polysaccharide biosynthesis remain ill-defined despite their utility as purified reagents with high specificity for their cognate polysaccharides, and their anti-biofilm potential. We propose that UppH is a component of the UPP biosynthetic pathway that is active on the polysaccharide component of this structure. Interestingly, although exogenous UppH incubation clearly removes the UPP as visualized with lectin labeling and TEM, pre-attached cells remain on surfaces after treatment, and there is incomplete biofilm inhibition in the presence of UppH. This may reflect a curing process of the UPP, as has been observed for the C. crescentus holdfast (Hernando-Perez et al., 2018) to a glycosidase resistant, sterically blocked form, or alternatively the function of an unidentified component that is resistant to the UppH enzyme.
Given the number of genes encoding Wzx-Wzy components that are required for both UPPGlcN and UPPGalN synthesis, and their mutual susceptibility to the UppH glycoside hydrolase, we hypothesize that they have closely related structures and perhaps a common core motif. Two related UPP polysaccharides would be similar to the Vibrio cholerae VPS polysaccharide which occurs as two distinct species, one which contains α-d-Glucose among other monosaccharides, and another less abundant species where this residue is α-d-GlcNAc (Yildiz et al., 2014). The lectin specificity of the two UPP species suggests that one species contains GlcNAc and the other GalNAc, but this remains to be proven by chemical characterization of the two different polysaccharides. Interestingly, the only annotated biosynthetic genes other than the polymerase genes uppW and uppY that are specific for each polysaccharide, are (i) uppG, encoding a glycosyltransferase, (ii) uppZ, an exoZ homolog (both of which are involved in UPPGlcN synthesis but not UPPGalN), and (iii) potentially the rfbA and rfbD homologs specific for UPPGalN and not UPPGlcN. The observation that the ΔuppG mutant synthesizes a very small UPP, but still detectable with WGA, suggests that it is not solely responsible for addition of GlcNAc residues. We speculate that UppG may either contribute to addition of GlcNAc residues, or other monosaccharide residues that then dictate the efficiency of polymerization by UppW, and eventual elaboration of UPPGlcN. Wzy-type polymerases can be highly specific, and subtle differences in the linkages and monosaccharides can dictate recognition between particular Wzy-type proteins (Hong et al., 2015). The UppZ protein is similar to ExoZ from S. meliloti and is predicted to be an AT-3 (Pfam PF01757), acyltransferase with 10 transmembrane domains. Proteins with the AT-3 domain are known to be required for acetylation of O-antigens in the periplasm during LPS biosynthesis (Pearson et al., 2020), and we speculate that UppZ may be acting to modify the UPPGlcN polysaccharide in the periplasm during its synthesis (Fig. 13).
Physical separation of UPPGlcN and UPPGalN at cell poles
The sectored, bullseye pattern observed for lectin labeling when cells producing the UPP are incubated with both the DBA and WGA lectins suggests that the UPPGlcN and UPPGalN polysaccharide species are localized differently relative to each other (Fig. 9). The DBA labeling is usually proximal to the tip of the cell, whereas the WGA labeling, while still unipolar, is more diffuse and visibly surrounding the DBA-labeled material. This pattern suggests that these polysaccharides may be localized to specific positions around the pole. Alternatively, they may be extruded from the same point on the pole but temporally synthesized in stages. How the roles for these multiple polysaccharide species are integrated during the surface attachment process, and how their biophysical properties may differ are current topics of investigation.
Mixed conservation among the UPP biosynthesis genes
The six gene uppABCDEF cluster we initially identified is fully or partially conserved across members of the Rhizobiales (Fritts et al., 2017). Among the expanded UPP biosynthesis genes we have identified here, some show similar wide distribution, such as the uppVQ genes. However, several genes are restricted to the Biovar I group including the G8 genomospecies of A. tumefaciens C58. This is intriguing as many of the genes in these clusters encode functions that are required for both UPPGlcN and UPPGalN such as the uppX flippase and the uppL glycosyltransferase. Conversely, the uppY and uppW genes encode proteins that have specificity for UPPGalN and UPPGlcN, respectively. R. palustris produces a UPP-type structure that labels with WGA and presumably contains GlcNAc residues, but only the uppA-F cluster is conserved (with the uppC-type secretin in a different position), and a flippase has yet to be identified (Fritts et al., 2017). In C. crescentus, the holdfast was initially defined by WGA binding and is now known to contain GlcNAc, xylose, and other monosaccharides (Hershey et al., 2019), and A. tumefaciens homologs to the hfs genes reside in the uppA-F cluster, as well as others outside, such as the glycosyl transferases uppJ and uppL, which are similar to hfsL and hfsJ, respectively. In R. leguminosarum, the uppA-F cluster (designated as gms genes for glucomannan synthase) is conserved and syntenous with that from A. tumefaciens, but the glucomannan unipolar polysaccharide it directs production of is composed of glucose and mannose and is recognized by host pea plants via a specific lectin (Laus et al., 2006, Williams et al., 2008). Clearly, diversification of these genes has led to production of different polysaccharides, with niche-specific functions. Over evolutionary history, several A. tumefaciens lineages within the Biovar I type strains have apparently bifurcated their UPP into two different chemical species, UPPGlcN and UPPGalN, by the activity of an expanded and intertwined gene set that encodes their synthesis. The UPP genes in general provide a fascinating example for diversification of cell surface polysaccharides, features that are arguably very much exposed to environmental selective pressures. The specific roles for the expanded UPP genes in the ecological context of the A. tumefaciens Biovar I lineages, including but not restricted to plant interactions, is an area of future interest.
Experimental Procedures
Strains, plasmids, and reagents.
The bacterial strains and plasmids used in this study are listed in Table S4. Oligonucleotide sequences are available upon request. A. tumefaciens strains were grown at 28°C or 30°C on liquid or solid LB (10 g of Bacto-tryptone, 5 g of yeast extract and 5 g of NaCl per liter, pH 7.0) or AT minimal medium (Tempé et al., 1977) with 0.5% (w/v) glucose and 15 mM ammonium sulfate to make ATGN. For biofilm assays, 22 μM FeSO4 was added to the liquid ATGN medium immediately before inoculation, and for sacB counter-selection, 2.5-5% (w/v) sucrose replaced glucose as the sole carbon source to make ATSN. For ATGN-CR, the CR dye was dissolved in Milli-Q water (Millipore Sigma, Burlington, MA) to a concentration of 20 mg/ml, then passed through a 0.2 μm filter to remove aggregates. 250 μl of this stock solution was added per 100 ml ATGN solid medium to make a final concentration of 50 μg/ml ATGN-CR. E. coli strains were grown at 37°C in LB medium. Motility assays were performed in 0.3% ATGN agar in 60 mm plates, inoculated in the center of the medium with the tested strain, and incubated at 30° C. Plasmids were introduced into chemically competent cell preparations of E. coli, and into A. tumefaciens via conjugation or electroporation (Morton & Fuqua, 2012a). Oligonucleotide primers were obtained from Integrated DNA Technologies, Coralville, IA, and single-primer extension DNA sequencing was performed by ACGT, Inc., Wheeling, IL. Chemicals, antibiotics, and culture media were obtained from Fisher Scientific and Sigma-Aldrich. When necessary, antibiotics were added to the medium as follows: 100 μg/ml ampicillin (Ap), 50 μg/ml gentamycin (Gm) and 50 μg/ml kanamycin (Km) for E. coli, and 300 μg/ml Gm and Km for A. tumefaciens. Isopropyl-β-D-thiogalactopyranoside (IPTG) was added to 250-500 μM to induce expression of plasmid borne genes. All fluorescently conjugated lectins were obtained from Invitrogen; FITC-labeled WGA (fl-WGA), Alexa Fluor 594-labeled WGA (af-WGA), FITC-labeled DBA (fl-DBA),.
Controlled expression plasmids.
Wild type coding sequences of genes to be expressed were amplified from A. tumefaciens C58 genomic DNA (unless otherwise stated), and cloned into the LacIQ encoding, IPTG inducible plasmid pSRK carrying either a gentamycin (pSRKGm) or kanamycin (pSRKKm) resistance cassette (Khan et al., 2008) using primers corresponding to each gene either by amplification with Phusion or Q5 polymerases (NEB) and ligation or isothermal assembly. Amplicons were introduced into the appropriately cleaved plasmid and verified by PCR, restriction enzyme digestion and sequencing.
Site specific mutagenesis.
A slightly modified QuikChange mutagenesis protocol from Stratagene was used to engineer site specific mutations in uppG and uppH. Briefly, two complementary primers were designed with the required base pair mutation(s) flanked by ~15 nt wildtype sequences on either side. A PCR reaction (16 cycles) using NEB Phusion polymerase was used to generate linearized plasmid derivatives with the modified sequences and the amplicons were recircularized by ligation. Correct amplification was verified via gel electrophoresis. 1 μl of the methylation-dependent restriction enzyme DpnI was used to digest the methylated wildtype plasmid. Digested product was transformed into E. coli and plasmid clones were purified and sequenced to confirm the presence of the desired mutation.
In-frame markerless deletions.
In-frame markerless deletions were constructed as previously described (Morton & Fuqua, 2012a, Xu et al., 2013). Upstream and downstream ~ 500 bp regions flanking the genes to be deleted were amplified from A. tumefaciens C58 genomic DNA using specific primers (P1 and P2 for upstream regions, P3 and P4 for downstream regions) and NEB Phusion polymerase. Care was taken to ensure the 5’ and 3’ ends of the genes were not altered, and that translational coupling between linked genes was retained. Primers P2 and P3 were designed with reverse complementarity in the 5’ sequences allowing for single overlap extension (SOE) amplification of both genes into a single amplified product as described (Morton & Fuqua, 2012a). The combined flanking regions were ligated into the appropriately cut suicide vector pNPTS138 using isothermal assembly with the NEBuilder HiFi DNA Assembly Cloning Kit to create a deletion construct which was subsequently transformed into chemically competent S17-1/λpir E. coli. The pNPTS138 vector confers kanamycin resistance (KmR) and sucrose sensitivity (SucS) due to the presence of sacB. Introduction of this plasmid into A. tumefaciens was via conjugation with S17-1/λpir E. coli. The ColE1 origin of pNPTS138 does not replicate in A. tumefaciens, and a single crossover event allows plasmid integration into the chromosome, which was confirmed by patching transformants on to ATGN-Km and ATSN to screen for KmRSucS strains. Strains that had excised the plasmid were isolated by parallel patching on to ATSN and ATGN-Km to screen for KmSSucR derivatives. Deletion of the target genes was confirmed by diagnostic PCR using primers (P5 and P6) flanking the site of deletion.
Congo red growth assays.
A. tumefaciens strains were grown in ATGN until mid-exponential phase, normalized to an OD600 of 0.05, and 2 μl spotted on to ATGN-CR plates with or without IPTG. Plates were incubated at 30°C. Photographs of spots were taken following incubation for 48 h.
Biofilm assays.
Strains of A. tumefaciens were grown and analyzed as previously described (Morton & Fuqua, 2012c). Briefly, PVC coverslips were inserted vertically into the wells of 12-well polystyrene plates (Corning Inc.) and UV sterilized. The wells were subsequently filled with 3 ml mid-exponential phase cultures (with or without IPTG) normalized to OD600 0.05. The 12-well plates were incubated in static conditions for 48 or 72 h at room temperature or 30°C inside a plastic Tupperware containing an open bottle of saturated K2SO4 solution to maintain humidity. Following incubation, the coverslips were rinsed with sterile water and stained with 0.1% w/v crystal violet (CV) solution 0.1% w/v for 20 min. Stained coverslips were rinsed with sterile water and then submerged in weigh boats containing 1 ml 33% acetic acid to solubilize the CV. Quantification was performed by measuring soluble A600 CV absorbance using a Biotek Synergy HT microplate reader and Gen 5 software (Biotek, Winooski, VT). Values were normalized to culture growth by dividing by final culture OD600.
UPP production assays.
UPP was visualized using the WGA lectin conjugated to Alexa Fluor 594 (af-WGA, Invitrogen) and with DBA lectin labeled with FITC (flDBA). 1 ml of mid-exponential phase A. tumefaciens cultures were spun down (7000 x g), washed twice with ATGN, pelleted, and resuspended in 100 μl ATGN. 1 μl of 1 mg/ml the fluorescent lectin stock was added to the suspensions and incubated at 28°C for 20-40 min. 1-2 μl labeled suspensions were placed on microscope slides containing agarose pads (1-1.5% agarose, 100-200 μl). Coverslips were placed on top of the pads, and samples were visualized by fluorescence microscopy using a a Nikon E800 epifluorescence microscope with 100X oil immersion objective with a Nikon E800 camera or with Nikon Eclipse Ti-E microscope and a Hamamatsu ORCAFlash 4.0 camera and a 60X oil immersion objective. Images were analyzed with NIS Elements software and Fiji (Schindelin et al., 2012).
Short term attachment and lectin binding assays.
Short term binding assays were carried out as previously described (Morton & Fuqua, 2012c). Briefly, glass coverslips were placed horizontally inside the wells of 6-well plates and submerged in 2 ml mid-exponential phase cultures of A. tumefaciens strains. Plates were incubated statically 2 h at room temperature to allow cells to swim to and bind the coverslip. Following incubation, cultures were aspirated, and coverslips washed twice in ATGN to remove unattached cells. Coverslips were then placed over 100 μl of 1:100 dilution (10 μg/ml final) fl-WGA, afWGA, or fl-DBA, or two in combination for dual lectin binding. Coverslips were allowed to stain 1 h, then rinsed twice in ATGN before placing them either on a microscope slide or an agarose pad (1-1.5% agarose, 100-200 μl). Visualization was performed as with standard UPP production assays. For high resolution single cell microscopy, spinning disk confocal microscopy (SDCM) was used (Yokogawa CSU10 confocal, Nikon TE2000U microscope, Photometrics Cascade II 512B camera) with Metamorph software (Molecular Devices Corp., Sunnyvale, CA). Flourescence microscopy was performed with a Nikon Eclipse Ti-E microscope with a Hamamatsu ORCAFlash 4.0 and a 60X oil immersion objective. Excitation and emission wavelengths were specific for af-WGA (excitation 510-560 nm, emission >610 nm) and fl-WGA or fl-DBA (excitation 460-500 nm, emission 510-560 nm). Images were processed using NIS-Elements Software and analyzed with Fiji (Schindelin et al., 2012).
Electron microscopy.
Electron microscopy was carried out at the Indiana Molecular Biology Institute Microscopy Center. For Transmission Electron Microscopy (TEM) and colloidal gold-labeled lectin, 1 ml of mid-exponential phase culture was pelleted and resuspended in 200 μl ATGN. 5 μl of 20 mg/ml suspensions of 20 nm colloidal gold conjugated WGA or 10 nm gold conjugated PNA (EY Laboratories) were added to the suspension and incubated at room temperature for 20 min. The labeled suspension was pelleted at 6000 x g and washed twice with 1 ml 10 mM Tris-Cl, pH 8.0 before resuspending in 10 mM Tris-Cl, pH 8.0. 10 μl of the resuspension were placed on a formvar-coated copper grid for 5 min and stained with 10 μl of 1% uranyl acetate for another 5 min. Filter paper was used to remove the excess uranyl acetate, and the grid was air dried for 5 min before viewing using the JEOL JEM-1010 Transmission Electron Microscope at 80 kV.
Purification of a His6-UppH protein.
The uppH coding sequence (ATU_RS11555) was amplified from genomic DNA and fused downstream of the His6-tag coding sequence in pET-15b cleaved at the NdeI and BamHI restriction sites. The resulting plasmid pRN39 was transformed into chemically competent E. coli BL21-CodonPlus (DE3)-RIL cells (Stratagene) and grown at 37°C with shaking in 200 ml LB supplemented with Ap (100 μg/ml). At mid-exponential phase, His6-UppH expression was induced by addition of 200 μM IPTG and incubating for 4 h. Cells were collected by centrifugation at 5,600 x g for 20 minutes and stored at −20°C. 2 g of cells were thawed on ice, resuspended in 5 ml extraction buffer (50 mM TES [(N-tris(hydroxymethyl)methyl-2-aminoethanesulfonic acid)], 10 mM MgCl2,10 mM DTT, pH 7.0) and lysed using an M-110L Microfluidizer Processor (Microfluidics, Westwood, MA). Following 10 min centrifugation (9,900 x g), a significant fraction of the overexpressed tagged UppH was insoluble, but a fraction remained soluble based on SDS-PAGE analysis. The supernatant with the soluble His6-UppH was loaded on to a 3 ml TALON Metal Affinity Resin (Clontech) equilibrated in binding buffer (50 mM Na2HPO4, 300 mM NaCl, 10% glycerol, 10 mM imidazole, pH 8). 4 ml of binding buffer containing increasing concentrations of imidazole (50 mM, 250 mM, 500 mM, and 1M) were used to carry out step gradient elution. UppH was present in the 250 mM imidazole fraction based on SDS-PAGE analysis and MALDI-MS of the excised band. The purified protein was dialyzed into 50 mM Na2HPO4, 100 mM NaCl, 10% glycerol, pH 8. Protein concentration was determined by the molar absorptivity using bovine serum albumin as a standard and the enzyme was aliquoted and stored at −80°C for future use. The same approach was used to purify His6-UppH E152Q E266Q.
Transposon mutagenesis and en-masse sequencing.
Mutagenesis:
Donor E. coli SM10-λpir carrying the Himar1 plasmid pFD1 was grown in LB overnight until turbid. Recipient A. tumefaciens strains CDGS− Upp+ ΔpruA ΔuppY and CDGS− Upp+ ΔpruA ΔuppW were also grown in LB until turbid. Turbid cultures were subcultured 1:10 in fresh LB and incubated until they reached mid-exponential phase (~4-6 h). 1 ml each of the donor and recipient strains were collected in Eppendorf tubes, spun down at 5,600 x g for 1 min, and the pellets resuspended in 50 μl LB. Subsequently, 50 μl of the donor strain was combined with 50 μl of each of the recipient strains. Entire matings (100 μl) were spotted on 0.2 μm cellulose acetate filter paper on LB plates. Plates were incubated overnight at 28°C to allow for conjugative transfer. Cells were resuspended from the filter paper in 30% glycerol, serially diluted in 1/10 increments, and frozen at −80°.
Screening and gDNA extraction:
To optimize for visualization of CR phenotypes, solid medium was prepared using 1.5 ml of 2% stock solution of CR per 100 ml ATGN. Plates also contained 300 μg/ml Km for selection. 100 μl of cell suspensions were plated on ATGN-CR-Kan plates at 1:100 dilution for CDGS− Upp+ ΔpruA ΔuppY, and 1:1000 dilution for CDGS− Upp+ ΔpruA ΔuppW. Plates were incubated 48-72 h and screened for decreased CR (DCR) colony phenotypes. DCR colonies from the different strain backgrounds were picked, streaked or patched on fresh ATGN-CR-Kan plates and incubated at 28°C. PCR was used to confirm that the DCR mutants were A. tumefaciens and not KmR contaminants with a DCR phenotype. Biofilm assays on randomly selected DCR mutants showed deficiencies to varying degrees. Confirmed DCR strains were inoculated in 2 ml ATGN-Kan, and 250 μl from each stationary-phase culture was pooled together into 1 ml batches. This was done separately for the two A. tumefaciens strain backgrounds. gDNA was extracted from pooled DCR cultures from the two strain backgrounds using (Promega gDNA extraction kit) and stored at 4°C. Over 50,000 colonies were screened collectively in both strain backgrounds, and roughly 0.5% were DCR mutants in each background.
Sequencing library preparation:
Illumina library construction was carried out for the two separate gDNA pools using the terminal deoxynucleotidyl transferase (TdT) tailing method (Deng and Wu, 1983). Briefly, a Covaris instrument was used to shear gDNA to 200-700 bp fragments, and a Tape Station instrument was used to estimate sheared gDNA concentration (for this protocol, gDNA concentration was at least 69 ng/μl). Several consecutive PCR reactions were carried out to perform TdT tailing, to append adaptors sequences needed for Illumina sequencing, and to append adaptors with unique barcodes to the separate libraries corresponding to the two A. tumefaciens strain backgrounds. Final reaction products were combined to be multiplexed and the library was further purified by passing through a PCR purification column (Edge Biosystems).
The library was submitted to the IU Center for Genomics and Bioinformatics (CGB) for sequencing. Sequencing was performed on a NextSeq 500 using a 75-cycle single-end run. Reads were then mapped to the Agrobacterium tumefaciens C58 reference genome using bowtie2 (v2.3.5.1) with the following special parameters: --local -k 2. Only reads that originated within the transposon (and started with AACCTGTTA allowing a single mismatch) and had uniquely mapped were kept and tallied to quantify transposon insertion rates.
Multi-locus sequence analysis (MLSA).
Publicly available genome sequences from the Agrobacterium/Rhizobium group as well as select Sinorhizobium, Ensifer, and Kaistia strains were downloaded from NCBI GenBank on September 12, 2019. AutoMLSA with the default parameters and IQ-TREE v. 1.6.12 with the parameters “-bb 1000 -alrt 1000" were used to generate a multi-locus sequence analysis (MLSA) tree (Davis et al., 2016, Nguyen et al., 2015). Twenty-three translated gene sequences (dnaK, prfC, hemN, hamI, truA, glyS, coxC, ATU_RS03855, ATU_RS07710, hom, rplB, rpoC, rpoB, murC, hemF, ATU_RS12850, acnA, leuS, cgtA, secA, plsC, aroB, lysC) from the strain A. fabrum C58 (NCBI accession: GCA_000092025.1) were used as reference sequences for autoMLSA (Zhang et al., 2012). Protein sequences from the genome of A. tumefaciens (fabrum) C58 for the loci ATU_RS02360, ATU_RS02370, ATU_RS06100, ATU_RS06105, ATU_RS06110, ATU_RS06115, ATU_RS06120, ATU_RS06125, ATU_RS06130, ATU_RS11495, ATU_RS11500, ATU_RS11550, ATU_RS11555, ATU_RS11560, ATU_RS11565, ATU_RS11570, ATU_RS11575, ATU_RS11580, ATU_RS11585, Atu2378 (no annotation in NCBI), ATU_RS11590, ATU_RS16315, ATU_RS16320, ATU_RS17560, ATU_RS17565, ATU_RS17570, ATU_RS19030, ATU_RS19035, ATU_RS19040, ATU_RS26530, and ATU_RS16325 were used as queries in BLASTP v. 2.6.0+ searches of individual genomes; and the best blast hit was taken (Camacho et al., 2009). Top hit sequences were then used as queries in BLASTP searches against a database of proteins from the C58 reference genome. Blast hits were filtered to those with >50% query coverage and >40% amino acid ID, and the best hit to C58 were identified. If the best hits of both searches were reciprocal best hits, the presence of that gene was confirmed in a genome. Phylogenies and heat maps were visualized using the R package ggtree (Yu et al., 2017). Gene synteny figures were generated using clinker v. 0.0.9 with the default options (Gilchrist & Chooi, 2021).
Supplementary Material
Acknowledgements
We wish to acknowledge and Loralyn Cozy and Megan Lohmiller for help with initial work on the UPP, and Yves Brun and Ellen Quardokus for helpful discussions and suggestions. Ankur Dalia generously provided protocols and troubleshooting advice for transposon sequencing. Barry Stein was a great help with electron microscopy, performed at the Indiana University (IU) Electron Microscopy Center. High throughput transposon sequencing was performed by the Indiana University Center for Genomics and Bioinformatics. We thank the Department of Botany and Plant Pathology at Oregon State University for its support of computing infrastructure. T.D. was supported through an Indiana University-Purdue University Collaborations in Life Science and Informatics Research grant. M.E.H. received support from the IU Genetics, Cellular and Molecular Sciences NIH Training Grant (T32 GM007757). This project was supported by grants to C.F. from the NIH (RO1 GM120337), and the Indiana University META-Cyt Program funded in part by a major endowment from the Lilly Foundation, and to J.H.C. by the National Science Foundation (DEB-1738028). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The authors have no conflicts of interest to declare.
Data availability:
High-throughput, Illumina-based transposon sequencing data has been deposited in the GEO database Accession No. GSE173827 (([dataset] Onyeziri and Fuqua, 2021). All other data that support the findings of this study are available from the corresponding author upon reasonable request.
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Associated Data
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Supplementary Materials
Data Availability Statement
High-throughput, Illumina-based transposon sequencing data has been deposited in the GEO database Accession No. GSE173827 (([dataset] Onyeziri and Fuqua, 2021). All other data that support the findings of this study are available from the corresponding author upon reasonable request.