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Genome-Wide Analyses of the Temperature-Responsive Genetic Loci of the Pectinolytic Plant Pathogenic Pectobacterium atrosepticum

Temperature is one of the critical factors affecting gene expression in bacteria. Despite the general interest in the link between bacterial phenotypes and environmental temperature, little is known about temperature-dependent gene expression in plant pathogenic Pectobacterium atrosepticum, a causative agent of potato blackleg and tuber soft rot worldwide. In this study, twenty-nine P. atrosepticum SCRI1043 thermoregulated genes were identified using Tn5-based transposon mutagenesis coupled with an inducible promotorless gusA gene as a reporter. From the pool of 29 genes, 14 were up-regulated at 18 °C, whereas 15 other genes were up-regulated at 28 °C. Among the thermoregulated loci, genes involved in primary bacterial metabolism, membrane-related proteins, fitness-corresponding factors, and several hypothetical proteins were found. The Tn5 mutants were tested for their pathogenicity in planta and for features that are likely to remain important for the pathogen to succeed in the (plant) environment. Five Tn5 mutants expressed visible phenotypes differentiating these mutants from the phenotype of the SCRI1043 wild-type strain. The gene disruptions in the Tn5 transposon mutants caused alterations in bacterial generation time, ability to form a biofilm, production of lipopolysaccharides, and virulence on potato tuber slices. The consequences of environmental temperature on the ability of P. atrosepticum to cause disease symptoms in potato are discussed.


Introduction
Potato (Solanum tuberosum L.) is one of the main food crops worldwide. It is currently grown over an area estimated at 17 million hectares, with an annual yield estimated at 370 million tons [1]. Potato is generally a crop of temperate climates, but it is also grown in subtropical and tropical areas, demonstrating its adaptability to a wide range of environmental conditions. Among the most harmful and devastating bacterial diseases affecting worldwide potato production are potato blackleg of field-grown plants and tuber soft rot during storage and transit. Both diseases are caused by pectinolytic Soft Rot Pectobacteriaceae (SRP): Pectobacterium spp. and Dickeya spp. [2][3][4].
The genus Pectobacterium currently includes 19 species [5][6][7][8][9][10][11][12][13], and the genus Dickeya gathers 12 recognized species [14][15][16][17]. Pectobacterium and Dickeya species are listed in the top 10 most important bacterial plant pathogens in agriculture based on their economic impact [18]. past) to new emerging potato pathogens, including D. solani. For that, we used a random mutagenesis approach for the P. atrosepticum strain SCRI1043 [62,63], using Tn5 with a promotorless gusA reporter gene [64]. This approach depends on the Tn5-gusA transposons that merge target operons or genes with the promotorless reporter gusA. Expression of the gusA reporter occurs only when the expression of the gene/operon carrying the Tn5 transposon is activated. To identify temperature-regulated transcriptional units, we applied a rigorous gene selection protocol in which all genes/operons that were expressed at both temperatures (18 and 28 • C) were removed from our further analyses in a preliminary step. This allowed us to disclose bacterial genes/operons expressed exclusively in one or the other temperature. Selected thermoregulated loci were sequenced and further characterized to get insights into the role of temperature in the ecology of P. atrosepticum.

Transposon Mutagenesis and Visual Estimation of β-glucuronidase Activity
A total of 5775 mutants of P. atrosepticum wild-type strain SCRI1043 were obtained after mutagenesis and screened for thermoregulated phenotypes. The estimated frequency of mini-Tn5 transposon transfer from the donor E. coli S17-1 λ-pir to recipient P. atrosepticum SCRI1043 was ca. 10 −5 cells/recipient. The β-glucuronidase activity of all generated mutants was compared visually in duplicates at low (18 • C) and high (28 • C) temperatures on a solid M9 minimal medium supplemented with X-Gluc. Colonies of the individual P. atrosepticum mutants exhibited varied levels of GUS activity. The majority of tested P. atrosepticum SRI1043 mutants (around 98%) showed no difference in their GUS activity at low and high temperatures. A total of 109 mutants out of 5775 appeared to be thermoregulated with higher GUS activity at either 18 or 28 • C (blue and dark blue colonies) and were thus chosen for quantitative GUS assays.

Quantitative Spectrophotometric and Fluorometric GUS Assay
The 109 P. atrosepticum transposon mutants, showing thermoresponsive GUS phenotypes, were further tested in two subsequent quantitative assays: spectrophotometric and fluorometric GUS assays. GUS activity was considered temperature-dependent when the ratio of absolute GUS values (expressed as U/µg protein) obtained by fluorometric assay from 18 and 28 • C cultures was more significant than 1.5 or less than −1.5. Out of the 109 mutants tested, 40 mutants demonstrated significant temperature-dependent GUS activity, indicating that the miniTn5 transposon has been inserted downstream from the thermoregulated promoter. From those, 20 transposon mutants showed an increased GUS activity at 18 • C, and 20 mutants exhibited a high GUS activity at 28 • C. Relative GUS activity of the mutants at 18 • C ranged from 0.6 to 250 U/µg protein and at 28 • C ranged from 0.5 to 170 U/µg protein. The level of temperature induction expressed as the GUS activities ratio at 18 • C versus 28 • C or vice versa varied between 1.5-and 5-fold.

Phenotypic Characterization of P. atrosepticum Transposon Mutants
To investigate the physiological effect of the mutations in the temperature-regulated genes, 40 selected transposon mutants of P. atrosepticum SCRI1043 showing at least 1.5-fold change in the relative GUS activity at 18 • C or 28 • C were compared with the wild-type P. atrosepticum SCRI1043 for differences in their phenotypic characteristics such as cell morphology, exoenzyme production, motility, biofilm formation, in vitro growth rate, and ability to rot potato tuber tissue.
In comparison with the wild-type P. atrosepticum SCRI1043, none of the 40 analyzed transposon mutants showed differences in cell morphology in TEM analysis (data not shown). Likewise, the transposon mutants did not show any significant difference from the parental strain in swimming motility at 28 • C. However, in mutant PbaTn5-B76, the swimming motility was reduced compared to the wild-type P. atrosepticum SCRI1043 grown at 22 • C. The level of exoenzyme production of P. atrosepticum transposon mutants and SCRI1043 was assessed by picking bacterial colonies onto enzyme assay plates for pectate lyases, cellulases, and proteases. All indicator plates showed a statistically significant reduction in the amount of enzyme produced only by one mutant, PbaTn5-B76, compared with SCRI1043, as determined by halo size (Table S1).
The growth curves of the 40 transposon mutants grown in M9 minimal medium supplemented with 0.4% glycerol as the sole carbon source were determined. The growth of the mutants PbaTn5-B76, PbaTn5-B58 and PbaTn5-43, was significantly slower than that of the wild-type SCRI1043 strain (Figure 1). The doubling times of PbaTn5-B76, PbaTn5-B58, PbaTn5-43 (1.9-2.0 h) were longer than the doubling time of SCRI1043 (1.4 h). The growth of the other 37 mutants was not significantly different from that of their parental SCRI1043 wild-type strain.
transposon mutants showed differences in cell morphology in TEM analysis (data not shown). Likewise, the transposon mutants did not show any significant difference from the parental strain in swimming motility at 28 °C. However, in mutant PbaTn5-B76, the swimming motility was reduced compared to the wild-type P. atrosepticum SCRI1043 grown at 22 °C.
The level of exoenzyme production of P. atrosepticum transposon mutants and SCRI1043 was assessed by picking bacterial colonies onto enzyme assay plates for pectate lyases, cellulases, and proteases. All indicator plates showed a statistically significant reduction in the amount of enzyme produced only by one mutant, PbaTn5-B76, compared with SCRI1043, as determined by halo size (Table S1).
The growth curves of the 40 transposon mutants grown in M9 minimal medium supplemented with 0.4% glycerol as the sole carbon source were determined. The growth of the mutants PbaTn5-B76, PbaTn5-B58 and PbaTn5-43, was significantly slower than that of the wild-type SCRI1043 strain (Figure 1). The doubling times of PbaTn5-B76, PbaTn5-B58, PbaTn5-43 (1.9-2.0 h) were longer than the doubling time of SCRI1043 (1.4 h). The growth of the other 37 mutants was not significantly different from that of their parental SCRI1043 wild-type strain.  (open circle), and PbaTn5-B76 (closed triangle) grown in M9 minimal media supplemented with 0.4% glycerol. The figure depicted only mutants where bacterial growth was significantly different from that of the wild-type P. atrosepticum SCRI1043. Bacterial growth was determined by measuring OD600 against a medium blank. The values are expressed as the mean (n = 6 from two independent experiments).
The biofilm formation ability of transposon mutants was investigated using a crystal violet staining assay in polypropylene Eppendorf tubes. The results indicated that the P. atrosepticum SCRI1043 wild-type strain and all the mutant strains formed a biofilm on the inner surface of the polypropylene Eppendorf tubes. However, the level of biofilm formation capacity was relatively low. Three transposon mutants, PbaTn5-43, Pba-B58, and PbaTn5-B76, showed significantly enhanced biofilm formation compared to that of the wild-type SCRI1043 (p < 0.05) when the M9 minimal medium was supplemented with Figure 1. Growth curves of P. atrosepticum wild-type strain SCRI1043 (closed circle) and mutant strains PbaTn5-43 (closed square), PbaTn5-B58 (open circle), and PbaTn5-B76 (closed triangle) grown in M9 minimal media supplemented with 0.4% glycerol. The figure depicted only mutants where bacterial growth was significantly different from that of the wild-type P. atrosepticum SCRI1043. Bacterial growth was determined by measuring OD 600 against a medium blank. The values are expressed as the mean (n = 6 from two independent experiments).
The biofilm formation ability of transposon mutants was investigated using a crystal violet staining assay in polypropylene Eppendorf tubes. The results indicated that the P. atrosepticum SCRI1043 wild-type strain and all the mutant strains formed a biofilm on the inner surface of the polypropylene Eppendorf tubes. However, the level of biofilm formation capacity was relatively low. Three transposon mutants, PbaTn5-43, Pba-B58, and PbaTn5-B76, showed significantly enhanced biofilm formation compared to that of the wild-type SCRI1043 (p < 0.05) when the M9 minimal medium was supplemented with 0.4% glycerol ( Figure 2). The biofilm formation ability of the mutant PbaTn5-B31, was significantly reduced compared to that of the wild-type strain SCRI1043. 0.4% glycerol ( Figure 2). The biofilm formation ability of the mutant PbaTn5-B31, was significantly reduced compared to that of the wild-type strain SCRI1043. Figure 2. The in vitro biofilm formation ability of P. atrosepticum SCRI1043 wild-type strain and mutant strains differed in M9 minimal media supplemented with 0.4% glycerol. The figure depicted only mutants where the biofilm formation level was significantly different from the wild-type P. atrosepticum SCRI1043. All strains were examined in two independent experiments with duplicate samples, and the error bars indicate standard deviations. Statistically significant differences in biofilm formation between wild-type P. atrosepticum SCRI1043 and mutant strains are indicated (*** p < 0.001; ** p < 0.01) and were determined by the Student's t-test.

Virulence of P. atrosepticum Tn5 Mutants
To investigate the possible effect of transposon mutations on the virulence of P. atrosepticum, the ability of SCRI1043 and selected Tn5 transposon mutants to rot potato tuber tissue was investigated. The majority (95%) of the transposon mutants did not show any difference in tissue maceration capacity compared with the wild-type strain SCRI1043. The transposon mutant PbaTn5-B76 exhibited a significant decrease in the ability to macerate potato tuber tissue (85%, at p < 0.05) in comparison with the maceration ability of the wild-type strain SCRI1043 ( Figure 3). In contrast, mutant PbaTn5-A43, showed a 50% elevated ability to macerate potato tubers than the one observed in the case of the wild-type strain SCRI1043. The in vitro biofilm formation ability of P. atrosepticum SCRI1043 wild-type strain and mutant strains differed in M9 minimal media supplemented with 0.4% glycerol. The figure depicted only mutants where the biofilm formation level was significantly different from the wild-type P. atrosepticum SCRI1043. All strains were examined in two independent experiments with duplicate samples, and the error bars indicate standard deviations. Statistically significant differences in biofilm formation between wild-type P. atrosepticum SCRI1043 and mutant strains are indicated (*** p < 0.001; ** p < 0.01) and were determined by the Student's t-test.

Virulence of P. atrosepticum Tn5 Mutants
To investigate the possible effect of transposon mutations on the virulence of P. atrosepticum, the ability of SCRI1043 and selected Tn5 transposon mutants to rot potato tuber tissue was investigated. The majority (95%) of the transposon mutants did not show any difference in tissue maceration capacity compared with the wild-type strain SCRI1043. The transposon mutant PbaTn5-B76 exhibited a significant decrease in the ability to macerate potato tuber tissue (85%, at p < 0.05) in comparison with the maceration ability of the wild-type strain SCRI1043 ( Figure 3). In contrast, mutant PbaTn5-A43, showed a 50% elevated ability to macerate potato tubers than the one observed in the case of the wild-type strain SCRI1043.
The LPS profile of PbaTn5-B76 was investigated. LPS samples were analyzed by SDS gel electrophoresis. The PbaTn5-B76 mutant exhibited a truncated LPS as compared with the parental wild-type strain LPS. It is noteworthy that the total amount of LPS present in the PbaTn5-B76 appeared very much reduced ( Figure S1A). Furthermore, the PbaTn5-B76 mutant showed weaker lactose fermentation when was plated on MacConkey agar compared to the wild-type strain SCRI1043 ( Figure S1B). 6   The LPS profile of PbaTn5-B76 was investigated. LPS samples were analyzed by SDS gel electrophoresis. The PbaTn5-B76 mutant exhibited a truncated LPS as compared with the parental wild-type strain LPS. It is noteworthy that the total amount of LPS present in the PbaTn5-B76 appeared very much reduced ( Figure S1A). Furthermore, the PbaTn5-B76 mutant showed weaker lactose fermentation when was plated on MacConkey agar compared to the wild-type strain SCRI1043 ( Figure S1B).

Characterization of Transposon Insertion Sites
The transposon flanking regions for 29 transposon mutants of P. atrosepticum SCRI1043, which showed greater fold change of GUS activity or significant phenotypic difference from the parental strain, were sequenced and comparatively analyzed using BLAST against the sequenced P. atrosepticum genome strain SCRI1043 (accession no. BX950851) [63]. Analysis of the nucleotide sequences flanking the transposon insertion revealed that each mutant resulted from a unique insertion event. The insertions were in different loci throughout the genome of P. atrosepticum SCRI1043 ( Figure 4A). Among the thermoregulated loci were those involved in bacterial metabolism (aminohydrolase, siderophore biosynthesis proteins, metallo-β-lactamase, transcriptional regulators), signal transduction mechanisms (sigma-E factor regulatory proteins), chaperons (chaperone protein ClpB), and also those involved in cell wall biogenesis (UDP-phosphate galactose phosphotransferase, UTP-glucose-1-phosphate uridylyltransferase) (Table 1).

Figure 3.
Maceration ability of the wild-type strain P. atrosepticum SCRI1043 and transposon mutant strains on potato tuber slices. The figure depicted only mutants where the level of potato tissue macerating ability was significantly different from that in wild-type P. atrosepticum SCRI1043. Bacteria (10 6 per inoculation) of the wild-type strain and mutant strains were inoculated into wells on potato tuber slices. The maceration capacity of mutants (in grams of macerated tissue) was measured after 72 h of incubation at 28 • C. The error bars represent the SD of the n = 6 potato tuber slices. Asterisks indicate statistically significant differences in the degree of maceration of the mutants compared with the wild-type strain P. atrosepticum SCRI1043 (** p < 0.01; * p < 0.05), determined by the Student's t-test.

Characterization of Transposon Insertion Sites
The transposon flanking regions for 29 transposon mutants of P. atrosepticum SCRI1043, which showed greater fold change of GUS activity or significant phenotypic difference from the parental strain, were sequenced and comparatively analyzed using BLAST against the sequenced P. atrosepticum genome strain SCRI1043 (accession no. BX950851) [63]. Analysis of the nucleotide sequences flanking the transposon insertion revealed that each mutant resulted from a unique insertion event. The insertions were in different loci throughout the genome of P. atrosepticum SCRI1043 ( Figure 4A). Among the thermoregulated loci were those involved in bacterial metabolism (aminohydrolase, siderophore biosynthesis proteins, metallo-β-lactamase, transcriptional regulators), signal transduction mechanisms (sigma-E factor regulatory proteins), chaperons (chaperone protein ClpB), and also those involved in cell wall biogenesis (UDP-phosphate galactose phosphotransferase, UTP-glucose-1phosphate uridylyltransferase) ( Table 1).
The proteins encoded by the 29 thermoregulated loci identified in this study were grouped into functional categories using the clusters of orthologous groups of proteins (COGs) from EggNOG database [65], as shown in Table 1. Of these, in mutants with increased GUS activity at 18 • C, five proteins were classified in Cellular processes and signaling related categories (O, M, T); four proteins were represented in Metabolism related categories (G, P); Information storage and processing related categories included one protein (J); Poorly characterized COG group S contained four proteins ( Figure 4B). In mutants with increased GUS activity at 28 • C metabolism categories (C, G, Q) included five proteins; three proteins were classified in Information storage and processing related categories (J, L); two proteins were represented in Cellular processes and signaling categories (O, M); Poorly characterized COG group S contained five proteins ( Figure 4B).  The proteins encoded by the 29 thermoregulated loci identified in this study were grouped into functional categories using the clusters of orthologous groups of proteins (COGs) from EggNOG database [65], as shown in Table 1. Of these, in mutants with increased GUS activity at 18 °C, five proteins were classified in Cellular processes and signaling related categories (O, M, T); four proteins were represented in Metabolism related categories (G, P); Information storage and processing related categories included one protein (J); Poorly characterized COG group S contained four proteins ( Figure 4B). In mutants with increased GUS activity at 28 °C metabolism categories (C, G, Q) included five proteins; three proteins were classified in Information storage and processing related categories (J, L); two proteins were represented in Cellular processes and signaling categories (O, M); Poorly characterized COG group S contained five proteins ( Figure 4B).

Time-Dependent Induction of Gene Expression Among P. atrosepticum Transposon Mutants
To investigate the time needed for induction of GUS activity in transposon mutants of P. atrosepticum strain SCRI1043, a time-dependent experiment with samplings at different time points was performed for selected 10 P. atrosepticum transposon mutants that showed greater fold change of GUS activity (PbaTn5-48, PbaTn5-B52, PbaTn5-43, PbaTn5-A27, PbaTn5-38, PbaTn5-B76 at 18 • C and PbaTn5-A2, PbaTn5-A33, PbaTn5-B25, PbaTn5-B42 at 28 • C) as described by Ullrich et al. [59]. The shift of bacterial cultures from non-inductive to inductive temperatures takes ca. 10 min, and this time was excluded from the total assay time. Of the 10 P. atrosepticum Tn5 mutants tested, all expressed a steady increase in GUS activity upon transfer from one temperature to another. Figure 5 illustrates the results for the selected P. atrosepticum transposon mutants with a similar level of GUS activity. Generally, the transposon mutants displayed a remarkable lag phase for GUS induction (2-7 h), that bacteria needed to adapt to the new temperature regime before GUS expression was initiated. The above is in line with results obtained by Ullrich et al. [59] from experiments with P. syringae pv. glycinea.
PbaTn5-B42 at 28 °C) as described by Ullrich et al. [59]. The shift of bacterial cultures from non-inductive to inductive temperatures takes ca. 10 min, and this time was excluded from the total assay time. Of the 10 P. atrosepticum Tn5 mutants tested, all expressed a steady increase in GUS activity upon transfer from one temperature to another. Figure 5 illustrates the results for the selected P. atrosepticum transposon mutants with a similar level of GUS activity. Generally, the transposon mutants displayed a remarkable lag phase for GUS induction (2-7 h), that bacteria needed to adapt to the new temperature regime before GUS expression was initiated. The above is in line with results obtained by Ullrich et al. [59] from experiments with P. syringae pv. glycinea.

Discussion
Several studies reported that the increasing average temperatures throughout the growing season due to climate change are recognized as one of the main reasons for a shift in the distribution of Dickeya spp. and Pectobacterium spp. on potato in Europe [23,27,30,35,66,67]. Although SRPs have been studied for decades, little is still known about temperature-responsive genes and thermoregulation of gene expression in Dickeya spp. and Pectobacterium spp. Our previous study has described the influence of

Discussion
Several studies reported that the increasing average temperatures throughout the growing season due to climate change are recognized as one of the main reasons for a shift in the distribution of Dickeya spp. and Pectobacterium spp. on potato in Europe [23,27,30,35,66,67]. Although SRPs have been studied for decades, little is still known about temperatureresponsive genes and thermoregulation of gene expression in Dickeya spp. and Pectobacterium spp. Our previous study has described the influence of temperature on gene expression in D. solani [61]. In the present study, we first attempted to establish a relation between temperature and regulation of gene expression, especially with regard to pathogenicity, in P. atrosepticum.
Out of the 5775 transposon mutants of P. atrosepticum, SCRI1043 examined, only 40 mutants (less than 1% of the total number of the obtained mutants) appear to have transposon insertions in temperature-dependent genes. The low number of the identified temperature-responsive loci in P. atrosepticum is consistent with our previous results obtained for D. solani [61] and the findings of similar studies on Pseudomonas syringae pv. glycinea and Erwinia amylovora [59,60].
In our previous investigation, the shift in growth temperature to a cool temperature of 18 • C altered gene expression levels, measured by GUS activity in relatively only a few mutants of D. solani strain IFB0099. Only nine transposon mutants out of 54 mutants of D. solani showed a higher GUS activity at 18 • C [61]. Contrary, in P. atrosepticum strain SCRI1043, the number of transposon mutants with higher expression of the genes, with the introduced GUS cassette, at 18 • C was 20, the same as the number of mutants with a higher GUS activity at 28 • C. It might be related to the fact that P. atrosepticum is a "cold-weather" pathogen and is thus well adapted to cool temperatures. D. solani grows in a wide range of temperatures [27], and the optimal temperature for its growth is relatively higher: 35 • C [26]. According to these data, it is reasonable that in the cells of D. solani, the expression of virulence factors is induced at higher temperatures than in P. atrosepticum. This finding is consistent with the previous studies that have examined the effect of temperature on plant cell wall degrading enzyme (PCWDE) in plant pathogenic bacteria. Smadja et al. [57] demonstrated that the pectate lyase activity of P. atrosepticum was maximal at 12 • C, and protease activity was induced at 17-24 • C. In the case of D. solani, Golanowska et al. [27] showed that this bacterium has the highest pectinolytic, cellulolytic and proteolytic activities at 28 • C rather than at lower temperatures. Also, in closely related D. dadantii strain 3937, the expression of pel genes encoding pectate lyases was maximal at 25 • C [52].
The possible functions for 29 temperature-regulated P. atrosepticum loci from this study were identified based on the comparison of their sequences with the sequences available in the GenBank database. The transposon was evenly inserted in different genes of the P. atrosepticum SCRI1043 genome, suggesting genome-wide insertion. Mutations targeted genes coding for proteins involved in fundamental bacterial metabolism, regulatory proteins, membrane proteins, and hypothetical proteins. However, the roles of most of them in adaptation to temperature fluctuations and infection of host plants are unclear.
The temperature-induced loci of P. atrosepticum identified in this study were compared to temperature-responsive loci of other plant pathogenic bacterial species, including D. solani, P. syringae pv. glycinea, and E. amylovora were identified using similar techniques [59][60][61] and E. coli [68]. Interestingly, several similar genetic loci were induced at the same temperature despite the different life strategies of these bacteria and their adaptation to other hosts.
In P. atrosepticum, the genes associated with transcription, carbohydrate transport and metabolism, cell wall and membrane biogenesis, as well as signal transduction were up-regulated at low temperatures. In P. atrosepticum, but not in D. solani, temperaturedependent gusA expression was observed in the mutants with a transposon insertion in genes involved in biosynthesis, transport, and catabolism of secondary metabolites. Transposon mutant, PbaTn5-A6, harbored a Tn5 insertion in a gene encoding DNA-binding protein H-NS and showed a higher GUS activity at 18 • C. It has previously been demonstrated that H-NS plays an essential role in the adaptation of E. coli to low temperatures [69,70]. Nasser et al. [71] indicated that H-NS plays a crucial role in the regulation of the pathogenicity of D. dadantii. They demonstrated that a hns mutant of D. dadantii displayed reduced growth rate, motility, and virulence on plants but increased exopolysaccharides (EPS) synthesis [71]. In this study, the maceration ability of the mutant PbaTn5-A6 on potato tubers was slightly decreased, and the biofilm formation ability was increased compared to the wild-type strain. No difference in growth rates was observed between the mutant PbaTn5-A6 and the wild-type strain P. atrosepticum SCRI1043.
The transposon mutant PbaTn5-4 with a transposon insertion in the gene encoding ClpB protein showed an increased GUS expression at 28 • C. Previously it has been indicated that clpB gene expression is induced in response to heat stress and is required for growth at high temperatures [72,73]. Therefore, this finding of the current study confirms that P. atrosepticum grows better at lower temperatures (<25 • C), and a temperature around 28 • C is sufficient to induce the synthesis of ClpB protein.
Although the majority of temperature-dependent loci identified in this study were not associated directly with the virulence of P. atrosepticum, it is still possible that other unidentified bacterial loci could be implicated in its virulence. Forty transposon mutants of P. atrosepticum SCRI1043 were tested to investigate whether mutations in the identified genetic loci affected their phenotypic characteristics associated with the ability to cause potato tuber maceration. The majority of mutations in temperature-responsive loci did not have any noticeable effect on the phenotypes of the P. atrosepticum Tn5 mutants. Only five thermoresponsive transposon mutants of P. atrosepticum SCRI1043 displayed discriminative phenotypes (e.g., low maceration ability, decreased biofilm formation, lack of PCWDE activities) from the phenotype of the wild-type P. atrosepticum strain SCRI1043: Mutant PbaTn5-B76: had a mutation in the region, homologous to the galU gene encoding UTP-glucose-1-phosphate uridylyltransferase, which catalyzes the formation of UDP-glucose from glucose-1-phosphate and UTP [74]. In E. coli, UDP-glucose is an essential intermediate for growth on galactose and trehalose and is involved in the biosynthesis of carbohydrates [75]. Mutation in the galU gene reduced the virulence of many bacterial pathogens, for instance, E. coli [76], P. aeruginosa [77], P. syringae [78], Vibrio cholerae [79], X. citri subsp. citri [80], and the secretion of α-hemolysin and D. dadantii protease expression in E. coli [81]. These defects in virulence and secretion might be a consequence of the defect in lipopolysaccharide [81]. This study showed that the expression of the galU gene had a 1.6-fold increase at 18 • C compared to 28 • C. This finding is in line with the results of White-Ziegler et al. [68], which showed that a lower temperature (23 • C) increases the expression of the galU gene in E. coli. This study found that the PbaTn5-B76 mutant showed reduced pectate lyase, cellulase, and protease activity and exhibited reduced virulence on potato tubers. It can be speculated that the galU mutant of P. atrosepticum produces the truncated LPS, which enhances the surface hydrophobicity of these mutants, which may have resulted in increased autoaggregation and enhanced biofilm formation.
For the mutant PbaTn5-A43, the possible association of identified mutated genetic locus with their ability to macerate plant tissue is not so straightforward. In this mutant, the transposon insertion has been localized in gene encoding protein, lacking homologs in the other bacterial species, explaining its function. The mutant PbaTn5-A43 displayed enhanced virulence on potato tuber slices compared to the wild-type strain. We can only hypothesize that this hypothetical protein could be involved in the pathogenesis of P. atrosepticum, but further experimental analysis is required to establish its ecological relevance.
Mutant PbaTn5-43 carried transposon insertion in the gene related to the biosynthesis of LPS. It was shown that the wba gene was up-regulated at 18 • C. The WbaP (formerly RfbP) protein is a UDP-phosphate galactose phosphotransferase involved in the synthesis of the core oligosaccharide and O-antigen [82]. The wba mutant of S. enterica produced LPS lacking full-length O-antigen [83]. Also, the mutants of Vibrio fischeri that contained a mutation in the gene encoding a putative undecaprenyl-phosphate galactose phosphotransferase had an increased biofilm formation ability [84].
Mutant PbaTn5-B58: carried transposon insertion in the gene related to the biosynthesis of EPS. In this study, the wza gene was shown to be up-regulated at 28 • C. Many bacteria produce EPS and capsular polysaccharides (CPS) that play crucial roles during the infection process in human and animal pathogens [85]. In plant pathogenic bacteria, the production of EPS on plant surfaces or tissues allows bacterial colonization and biofilm formation [86]. Wza is an outer membrane lipoprotein of the outer membrane auxiliary (OMA) family of proteins, which is essential for the export and assembly of CPS and EPS in E. coli [85,87]. In this study, the wza mutant in PbaTn5-B58 exhibited an increased biofilm formation on polypropylene surfaces as well as displaying a decreased growth rate on M9 minimal medium supplemented with 0.4% glycerol. These results are consistent with those of Yi et al. [88], who showed that the wza deficient mutant of Riemerella anatipestifer grew slowly, had a significantly increased biofilm formation capacity, and exhibited en-hanced autoaggregation compared to the wild-type strain. It is possible that the increased hydrophobicity of the wza mutant may affect the increased biofilm formation capacity [88]. On the contrary, a different study showed that transposon mutants of Klebsiella pneumoniae with insertions in wza locus were deficient in biofilm formation [89].
Mutant PbaTn5-B31: inactivation of the gene rbsK responsible for the ribokinase synthesis demonstrated a reduction in biofilm formation compared to the wild-type strain. Ribokinase (RbsK) catalyzes the conversion of ribose to ribose 5-phosphate [90,91]. The rbsK gene is part of the rbs operon, which also involves the high-affinity ribose transport system [91]. Following the present result, the previous study has demonstrated that the rbsK mutant of E. coli showed a two-fold decrease in the level of biofilm formation compared to the wild-type [92]. Also, the rbsK gene of S. aureus was found to be downregulated in a biofilm in comparison to the stationary phase of planktonic growth [93]. Furthermore, the observed phenotype of this mutant could result from polar effect on the downstream rbsR gene encoding the repressor of the ribose operon, which was confirmed for the rbsK mutant of Serratia sp. [94].
Of the 29 temperature-regulated P. atrosepticum loci in detail characterized in this study, 14 were predicted to be expressed as parts of the operons, whereas 15 others were expected to be transcribed as single genes. The knowledge of the molecular basis of P. atrosepticum temperature-regulated gene expression is scarce. As the genes arranged in operons are in the majority functionally related to each other and/or regulated in a sequential manner, it is interesting to see that in P. atrosepticum SCRI1043, at least some of them, as demonstrated in this study, are also differentially expressed according to the temperature.
The obtained result indicated that several loci essential for the virulence of P. atrosepticum were identified. Further analysis of these genes will improve our knowledge about temperature-dependent mechanisms important for these plant-pathogenic bacteria during disease development. Future research could reveal the functions of these genes in the ecology and pathogenicity of this pathogen. However, it can be speculated that the temperature-induced loci identified in this study may also play a role in the ecological adaptation and fitness of P. atrosepticum and may also favor the survival of bacteria in unfavorable environmental conditions. It is important to note that many of the differentially regulated genes in response to the temperature code for hypothetical proteins that have an unknown function, and thereby these hypothetical proteins may possess novel physiological roles associated with thermoregulation.

Transposon Mutagenesis of P. atrosepticum SCRI1043
Random transposon mutagenesis by mini-Tn5 transposon was carried out by conjugation of P. atrosepticum strain SCRI1043 with E. coli S17-1 λ-pir containing pCAM140 at 28 • C as described previously [61,95]. Suicide plasmid pCAM140 harbors a mini-Tn5 transposon that has a promotorless β-glucuronidase gene (gusA). This plasmid can be replicated in E. coli S17-1 λ-pir but not in P. atrosepticum cells [64]. The efficiency of Tn5 transfer was defined as the ratio of the number of obtained mutants to the total number of recipient P. atrosepticum cells after 6 h of mating with a 1:1 ratio of donor to recipient. The experiment was independently repeated three times, and the results were averaged.

Visual Estimation of β-glucuronidase Activity of P. atrosepticum Tn5 Mutants
The β-glucuronidase (GUS) activity of the Tn5 bacterial mutants was estimated visually by the development of blue color of bacterial colonies growing at 18 and 28 • C on M9 agar plates supplemented with streptomycin to a final concentration of 50 µg mL −1 and X-Gluc to a final concentration of 20 µg mL −1 . Intensities of blue color formation were compared daily for a total time of 4 days. The experiment was independently repeated twice with the same setup. Mutants expressing the identical phenotypes at two selected temperatures (e.g., white at 18 • C and white at 28 • C or blue at 18 • C and blue at 28 • C) were removed from further analyses.

Semi-Quantitative Assays to Assess the Rate of Gene Expression in P. atrosepticum Tn5 Mutants
The β-glucuronidase activity was quantified by a spectrophotometric assay with pnitrophenol-β-D-glucuronide (Sigma-Aldrich, Darmstadt, Germany) as a substrate for βglucuronidase with following fluorometric assay using 4-methylumbelliferyl-β-D-glucuronide (Merck, Warsaw, Poland) as a substrate for β-glucuronidase as previously described [61]. Total protein concentration was determined using the Bradford method [98] with a Pierce BCA Protein Assay kit (Thermo Scientific, Warsaw, Poland). The β-glucuronidase activity of the Tn5 mutants was measured as a pmol product (p-nitrophenol or 4-methyl umbelliferone) per min per µg total protein. Mutants showing statistically significant differences in β-glucuronidase activity at either temperature were selected and retested under the same conditions with four replicates per isolate and used in the follow-up studies.

Identification of Regions Flanking the Tn5 Transposon Insertion
Genomic DNA from P. atrosepticum transposon mutants was isolated according to procedures described by Sambrook et al. [99]. The flanking sequences of the insertion site were obtained by sequencing from the O-end and I-end of the miniTn5 with the primers OendB 5 -TTTCTACAGGACGTAACATAAGGG-3 [100] and IendB 5 -GGGAATTCGGCCTAGGCGG-3 [101]. DNA sequencing was performed at the Laboratory of DNA Sequencing and Oligonucleotide Synthesis at the Institute of Biochemistry and Biophysics of the Polish Academy of Science, Warsaw, Poland. Obtained sequences were compared with available sequences of bacterial genes deposited in GenBank using the BLASTN and BLASTX alignments (https://blast.ncbi.nlm.nih.gov/Blast.cgi, accessed: January-July 2018).

Phenotypic Characterization of P. atrosepticum Transposon Mutants
P. atrosepticum Tn5 transposon mutants that showed at least 1.5-fold-increased GUS activity in a temperature-dependent manner were characterized further for their ability to swim on motility agar [102], to produce pectate lyases [103], cellulases [104], proteases [105], ability to form a biofilm [106] and to cause rotting of potato tubers [107]. The phenotypic tests were done at 28 • C.

Measurement of Bacterial Growth Rates
Growth rates of P. atrosepticum transposon mutants were measured using EnVision Multilabel Reader (Perkin Elmer, Baesweiler, Germany). Overnight bacterial cultures, grown at 28 • C, were diluted at 1:50 with fresh M9 medium supplemented with 0.4% glucose or 0.4% glycerol, and 0.5 mL of the diluted culture was added to the internal wells of 48-well microtiter plates (Becton Dickinson Labware, Temse, Belgium). Plates were sealed using optical clear sealing tape (Sarstedt, Warsaw, Poland) and incubated at 28 • C with shaking (orbital, 60 rpm). The growth was recorded spectrophotometrically at 600 nm wavelength every hour for the total incubation time of 16 h. The growth of each P. atrosepticum transposon mutant was analyzed in six replicates, and the results were averaged per strain. Each 48-well plate contained six negative (non-inoculated growth medium) and six positive (wild-type P. atrosepticum SCRI1043 culture) wells as controls. A Growthcurver package in R [108] was used to calculate growth rates and the generation (doubling) time. The experiment was independently repeated once with the same setup.

Morphological Characterization of the P. atrosepticum SCRI1043 Tn5 Mutants by Electron Microscopy (TEM)
Bacteria were grown overnight in TSB at 28 • C with shaking (200 rpm). TEM analysis was performed by the Laboratory of Electron Microscopy (Faculty of Biology, University of Gdansk, Poland). For the TEM analysis, bacteria were adsorbed onto carbon-coated grids (Sigma-Aldrich, Darmstadt, Germany), stained with 1.5% uranyl acetate, and directly examined with an electron microscope (Tecnai Spirit BioTWIN, FEI, New York, NY, USA) as described by Czajkowski et al. [111]. At least 10 photos were taken per strain to assess the morphology of Tn5 bacterial mutants.

Time-Dependent Induction of Gene Expression in Tn5 Mutants
Bacterial cultures of P. atrosepticum transposon mutants were cultivated in liquid in 30 mL M9 minimal medium supplemented with 0.4% glucose at the respective noninductive temperature in the incubator with temperature control and shaking (140 rpm) until the cell density reached an OD600 of 1.0. Afterwards, the bacterial cultures were shifted to the growth temperature known to induce GUS activity in the respective mutant. Samples were taken at 1-2 h intervals for the total time of 9 h after the shift, and GUS activity was measured using the fluorometric GUS assay.

Statistical Analysis
Statistical analysis of data was performed using the R software [112]. At least two independent biological replicates were analyzed in each experiment. Error bars in the figures indicate standard deviation. Levene's test [113] was applied for testing the equality of variances, and Shapiro-Wilk's test [114] was implemented for evaluating the normality of the data. A Student's t-test was performed to determine whether there was a significant difference in the different phenotypes between the wild-type and the transposon mutants. Significance was defined as a p-value lower than 0.05. The Wilcoxon-Mann-Whitney test [115] was used instead of a t-test when the data were not normally distributed.