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Applied and Environmental Microbiology logoLink to Applied and Environmental Microbiology
. 2024 Nov 26;91(1):e01071-24. doi: 10.1128/aem.01071-24

Tetracycline induces wsp operon expression to promote biofilm formation in Pseudomonas putida

Kexin Mu 1,#, Meina He 1,#, Haozhe Chen 1, Tong Liu 1, Ying Fan 1, Yongxin Tao 1, Haoqi Feng 1, Qiaoyun Huang 1, Yujie Xiao 1,, Wenli Chen 1,
Editor: Ning-Yi Zhou2
PMCID: PMC11784136  PMID: 39589111

ABSTRACT

The overuse and wanton discharge of antibiotics produces a threat to bacteria in the environment, which, in turn, stimulates the more rapid emergence of antibiotic-resistant bacteria. Pseudomonas putida actively forms biofilms to protect the population under tetracycline stress, but the molecular mechanism remains unclear. This study found that tetracycline at sub-minimal inhibitory concentrations increased cyclic diguanylate (c-di-GMP), a second messenger that positively regulates biofilm formation. Four c-di-GMP-metabolizing proteins were found to be involved in the tetracycline-mediated biofilm promotion, including DibA, WspR, PP_3242, and PP_3319. Among them, the diguanylate cyclase WspR displayed the most significant effect on c-di-GMP level and biofilm formation. WspR belongs to the wsp operon comprising seven genes (wspA–wspF and wspR). The wsp operon contained six promoters, including one major start promoter (PwspA) and five internal promoters (PwspB, PwspC, PwspD, PwspF, and PwspR), and tetracycline promoted the activity of PwspA. The stress-response sigma factor RpoS directly bound to PwspA and positively regulated its activity under tetracycline stress. Moreover, RpoS was required for tetracycline to induce PwspA activity and promote biofilm formation. Our results enrich the transcriptional regulation of the wsp operon and reveal the mechanism by which tetracycline promotes biofilm formation in P. putida.

IMPORTANCE

The overuse and wanton discharge of antibiotics produces a threat to bacteria in the environment, which, in turn, stimulates the more rapid emergence of antibiotic-resistant bacteria. The Pseudomonas putida actively forms biofilm against antibiotic threats, but the mechanism remains unclear. Here, our results showed that tetracycline treatment at sub-minimal inhibitory concentrations could induce the expression of the Wsp system via the sigma factor RpoS in P. putida, resulting in elevated c-di-GMP levels, which leads to increased biofilm formation. The wsp operon contains one major promoter and five internal promoters, and RpoS directly binds to the major promoter to promote its activity.

KEYWORDS: tetracycline, biofilm, c-di-GMP, Wsp system, RpoS, transcriptional regulation, Pseudomonas putida

INTRODUCTION

Tetracycline is a broad-spectrum antibiotic, and it is widely used for human therapy, veterinary purposes, and agricultural purposes (1). Due to its overuse and wanton discharge, tetracycline has become a common compound in different ecosystems, and the resulting tetracycline pollution poses a threat to environmental microbial biodiversity (24). Biofilms are microbial aggregation membranes formed when microorganisms attach to the surfaces of living or nonliving things (5). Forming biofilm improves the ability of bacteria to cope with antibiotic threats and other adverse conditions (5, 6). The relationship between biofilm formation and antibiotics attracts widespread attention. Both aminoglycoside antibiotics and β-lactam antibiotics at sub-minimal inhibitory concentrations (sub-MICs) are found to promote biofilm formation (710). However, the mechanism by which antibiotics promote biofilm formation has not been studied well.

Cyclic diguanylate (c-di-GMP) is a ubiquitous bacterial second messenger that regulates diverse physiological processes (11). The most widely studied process regulated by c-di-GMP is the plankton-to-biofilm lifestyle transition. Generally, high-level c-di-GMP favors biofilm matrix production (such as adhesive proteins and exopolysaccharides), leading to a biofilm lifestyle. In contrast, low-level c-di-GMP promotes flagellar synthesis and motility, resulting in a plankton lifestyle (11). Regulation of biofilm formation by c-di-GMP occurs at both transcriptional and post-transcriptional levels in Pseudomonas species. At the transcriptional level, c-di-GMP promotes the transcription of genes/operons involved in biofilm matrix synthesis via the receptor FleQ (1214). At the post-transcriptional level, cleavage of the key biofilm matrix component (adhesion LapA) is controlled by a c-di-GMP-mediated system mainly consisting of a c-di-GMP receptor (LapD) and a protein protease (LapG) (1517).

In Pseudomonas species, the Wsp (wrinkly spreader phenotype) signal transduction system encoded by the wsp operon is a conserved and vital c-di-GMP-producing system that consists of seven proteins, including WspA, WspB, WspC, WspD, WspE, WspF, and WspR (18). Among these proteins, WspR is a diguanylate cyclase (DGC) with c-di-GMP-synthesizing ability, and it functions as a primary output component of the Wsp system (19). The cytomembrane located methyl-accepting chemotaxis protein WspA senses and transfers surface/external signals to the kinases WspE through the protein complex WspB/WspD. WspE then autophosphorylates and transfers the phosphorylation signal to WspR (20). The phosphorylation enhances the DGC activity of WspR and causes elevated c-di-GMP levels (18, 21). WspF (a homolog protein of methylesterase CheB) inhibits the transphosphorylation of WspR via modulating the methylation state of WspA (22). WspR deletion abolishes the function of the Wsp system. In contrast, wspF deletion locks the Wsp system in a constantly activated state in which WspR is continuously phosphorylated to produce c-di-GMP (18). In addition, a spontaneous in-frame deletion in WspA (WspAΔ280-307) also locks the Wsp signal transduction system into a constitutively active state (23).

Previous studies have revealed that surface growth activates the Wsp system, resulting in elevated c-di-GMP levels and biofilm formation (18, 22). Recent evidence shows that the Wsp system is activated by misfolded proteins in periplasm caused by surface-induced cell envelope stress (24). Except for biofilm formation, the Wsp system has also been reported to regulate other processes, such as c-di-GMP heterogeneity during surface sensing and the expression of the Type VI secretion system (25, 26). Besides, in Lysobacter enzymogenes (a non-flagellated, predatory soil bacterium), a homologous Wsp system is reprogramed to inhibit the biosynthesis of heat-stable antifungal factor (HSAF) via c-di-GMP signaling (27). These results show that the Wsp system is a crucial c-di-GMP-producing system involved in biofilm formation and several other cellular processes. However, there is little research on the transcriptional regulation of the wsp operon under certain conditions/stimuli and the regulatory elements involved in the transcription of the wsp operon.

Pseudomonas putida is a Gram-negative bacterium with complicated metabolic networks and has been widely applied in diverse biotechnological fields (2831). P. putida forms biofilm to adapt to complex environmental conditions. Bacteria inside biofilm are much more resistant to harmful conditions than planktonic forms (32). A previous study showed that P. putida formed biofilms in response to antibiotic stress (tetracycline and several other antibiotics) (10). However, the molecular mechanism(s) behind the antibiotic-mediated biofilm enhancement remains unclear. This study discovered that tetracycline increased the c-di-GMP level in P. putida, and WspR was involved in the tetracycline-mediated biofilm promotion. Moreover, we found that the stress-response sigma factor RpoS directly bound to the major promoter of the wsp operon and positively regulated its activity under tetracycline stress, leading to increased biofilm formation.

RESULTS

Tetracycline promotes biofilm formation and c-di-GMP content in P. putida

Previous studies showed that antibiotics (such as tetracycline) at sub-MICs stimulated biofilm formation in P. putida (10). Since c-di-GMP played a vital role in regulating biofilm formation (11), we speculated that tetracycline might modulate biofilm formation by changing the c-di-GMP level. To test this hypothesis, we investigated the influence of tetracycline on biofilm formation and c-di-GMP level. The strain was cultured for 6 h before adding tetracycline (final concentration 6 µg/mL). Similar to previous results, the biofilm formation was more robust in the tetracycline-treated group than in the control group (Fig. 1A). Besides, the biofilm of the control group began to collapse, but the biofilm of the tetracycline-treated group remained intact and strong after 30 h incubation (Fig. 1A). These results indicated that tetracycline promoted biofilm formation and prevented biofilm dispersal. In terms of c-di-GMP detection, the c-di-GMP of the control group and the tetracycline-treated group was extracted at 6, 15, 24, and 33 h of culture and then measured by using liquid chromatography-tandem mass spectrometry (LC-MS/MS). The results showed that the c-di-GMP level in the tetracycline-treated group was higher than that of the control group at 15, 24, and 33 h of culture, while no noticeable difference was observed between the two groups at the time of tetracycline addition (6 h) (Fig. 1B), indicating that the addition of tetracycline increased c-di-GMP level in P. putida.

Fig 1.

Tetracycline treatment increases biofilm formation and c-di-GMP in P. putida. Biofilm biomass rises in treated samples over 36 hours. c-di-GMP levels are higher in treated groups at 15, 24, and 33 hours, with significance values above bars.

Tetracycline treatment increases biofilm formation and c-di-GMP level. (A) Influence of tetracycline treatment on biofilm formation of P. putida on glass tubes. The biofilm on the tubes was stained with crystal violet, and the time above the tubes indicated the incubation time (hour). Biofilm biomass in the presence (green line) and absence (orange line) of tetracycline during 36 h of incubation was shown below. The strain was cultured for 6 h before adding tetracycline (final concentration 6 µg/mL). (B) Influence of tetracycline treatment on c-di-GMP level at indicated incubation time. The c-di-GMP was extracted and measured using LC-MS/MS, as described in the method section. The results are the average of three independent assays. The data represent mean values with standard deviations (*P < 0.05, **P < 0.01). “ns.” represents no statistical significance between the two compared data. Student’s t-test was used to compare c-di-GMP levels in two strains.

Four c-di-GMP-metabolizing proteins are involved in the tetracycline-mediated biofilm formation

The genome of P. putida KT2440 contained 42 potential c-di-GMP metabolism-related genes (33). To explore the c-di-GMP-metabolizing genes involved in tetracycline-mediated biofilm promotion, we tested the influence of tetracycline on biofilm formation in 42 mutants, each missing one potential c-di-GMP metabolism-related gene. The results showed that five mutants displayed significantly different biofilm change rates after tetracycline treatment compared with the wild-type strain (WT), including ΔPP_0165lapD), ΔPP_0218dibA), ΔPP_1494wspR), ΔPP_3242, and ΔPP_3319 (Fig. 2). Among the five mutants, ΔPP_3242 showed an increased biofilm change rate, while the other four mutants showed a decreased biofilm change rate after tetracycline treatment (Fig. 2), suggesting that PP_3242 played a negative role, while lapD, dibA, wspR, and PP_3319 played a positive role in the tetracycline-induced biofilm promotion. Moreover, of the four genes that played a positive role, lapD and wspR played a more critical role in biofilm formation than dibA and PP_3319 (Fig. 2). LapD was a degenerated c-di-GMP-metabolizing protein without enzyme activity, and it functioned as a c-di-GMP receptor to control biofilm formation (17). WspR was a DGC with c-di-GMP-synthesizing ability, and it played a vital role in c-di-GMP level maintenance and biofilm formation in Pseudomonas species (19, 24, 33). To further interpret the role of wspR in the tetracycline-mediated biofilm promotion, we removed the negative influence gene (PP_3242) by constructing a wspR PP_3242 double deletion mutant (ΔwspRΔPP_3242) and tested its biofilm change rate after tetracycline treatment. The result exhibited that tetracycline treatment promoted biofilm formation of ΔwspRΔPP_3242 with a biofilm change rate close to 55%, which was lower than that in ΔPP_3242 (about 260%) but higher than that in ΔwspR (about 23%) (Fig. 2). These results revealed a positive role of wspR in the tetracycline-enhanced biofilm formation. Therefore, our subsequent research focused on the role of WspR in tetracycline-mediated biofilm promotion.

Fig 2.

The figure shows the impact of c-di-GMP genes on tetracycline-induced biofilm in P. putida. Biofilm measured after 10 hours with 6 µg/mL tetracycline. Bar graph shows biofilm change rates, with asterisks marking significant differences.

The effects of c-di-GMP metabolism-related genes on the tetracycline-mediated biofilm promotion. Photos of biofilm on glass tubes in The absence and presence of tetracycline were shown above. The biofilm on glass tubes was assayed 10 h after adding 6 µg/mL tetracycline or an equal amount of control solvent (ethanol). The biofilm change rate of indicated strains after tetracycline treatment (below) was calculated based on crystal violet stain assay results. The results are the average of three independent assays. The data represent mean values with standard deviations. The asterisk above the column represents a significant difference between the indicated mutant and wild-type strain analyzed by Student’s t-test (*P < 0.05, **P < 0.01).

Tetracycline treatment increases wspR expression

To investigate how WspR was involved in the tetracycline-mediated biofilm promotion, we made two hypothesizes: (i) tetracycline-treatment induces the expression of wspR, leading to increased c-di-GMP level and biofilm formation; (ii) tetracycline-treatment activates WspR via increasing the phosphorylation of WspR, leading to increased c-di-GMP level and biofilm formation. To test the first hypothesis, we investigated the influence of tetracycline on wspR transcription using quantitative PCR (qPCR). The results showed that the mRNA level of wspR in tetracycline-treated strains was about twice that of the control group, indicating that tetracycline treatment increased the transcription of wspR (Fig. 3A). We also used promoter-lacZ fusion reporter to investigate the effect of tetracycline on wspR expression. The upstream fragment (about 500 bp) of wspR containing the wspR promoter (PwspR) was amplified and fused to a lacZ reporter. However, results from the LacZ activity assay revealed no apparent difference in LacZ activity between the tetracycline-treated and the control groups (Fig. 3B), suggesting that tetracycline treatment had no apparent influence on the activity of PwspR.

Fig 3.

Tetracycline boosts wspR expression and biofilm formation in P. putida. WspR transcription and reporter activity increase: P ≤ 0.01. Biofilm assays show higher formation in WT and WspR-strep strains. SDS-PAGE/Western blot shows WspR phosphorylation.

Tetracycline treatment promotes wspR expression. (A) The relative expression level of wspR in the presence and absence of tetracycline was tested by qPCR. (B) Promoter-lacZ fusion reporter tested the activity of PwspR in the presence and absence of tetracycline. (C) Biofilm formation of WT and WT containing Strep II tag WspR (WTWspR-strep) in the presence and absence of tetracycline. The biofilm on glass tubes was assayed 10 hours after adding 6 µg/mL tetracycline or an equal amount of control solvent (ethanol). The results in panels A, B, and C are the average of three independent assays. The data represent mean values with standard deviations (**P < 0.01). “ns.” represents no statistically significant between the two compared data. Student’s t-test was used to compare two data groups. (D) Detection of WspR in the presence and absence of tetracycline using Western blot. Time represents the incubation time after the addition of tetracycline or control solvent. (E) Phos-tag SDS-PAGE and Western blot tested the phosphorylation rate of WspR in the presence and absence of tetracycline. WspR in its phosphorylated state and unphosphorylated state are indicated in the gel. The percentage of phosphorylated WspR to total WspR in each lane was calculated using Image J software, shown below the lane. Total protein from indicated strains in panels D and E were resolved by SDS-PAGE (upper panel). Immunoblotting in panels D and E was performed with an antibody against the Strep II tag (bottom panel).

To further test the effect of tetracycline on wspR expression, we performed a western-blot assay to compare the amount of WspR in the presence and absence of tetracycline. We fused a Strep II tag-encoding sequence into the carboxyl-terminal of WspR on the genome. The obtained strain (termed as WTWspR-strep) showed a similar biofilm as the wild-type strain without Strep II tag both in the presence and absence of tetracycline (Fig. 3C), indicating that the Strep II tag on WspR had no apparent effect on the physiological activity of WspR. We then used Western blot assay to detect Strep II-tagged WspR in the control and tetracycline-treated groups. As shown in Fig. 3D, WspR was detected in the total protein of WTWspR-strep II but was undetectable in WT without Strep II tag in a similar amount of total protein. Moreover, the amount of WspR in WTWspR-strep II from the tetracycline treatment group was higher than that from the control group (Fig. 3D), indicating that tetracycline treatment increased the amount of WspR. To test the second hypothesis, we used Phos-tag gel to assess the effect of tetracycline treatment on the phosphorylation of WspR. The results revealed no apparent WspR phosphorylation ratio difference between the tetracycline-treated and the control groups (Fig. 3E). Together, these results indicated that tetracycline treatment increased wspR expression, leading to increased WspR protein levels in P. putida.

Tetracycline promotes the activity of the major promoter in wsp operon

According to the gene annotation in the Pseudomonas Genome Database (34), the wsp operon of P. putida KT2440 contains seven adjacent genes transcribed in the same direction, including wspA (PP_1488), wspB (PP_1489), wspC (PP_1490), wspD (PP_1491), wspE (PP_1492), wspF (PP_1493), and wspR (PP_1494) (Fig. 4A). The seven genes are shortly overlapped or separated with a short distance (5–48 bp). We extracted total RNA from wild-type KT2440 and performed reverse transcription PCR (RT-PCR) to determine whether the seven genes were co-transcribed. Six primer pairs between adjacent genes were designed and used for the RT-PCR. The result revealed that the seven genes in the wsp operon were co-transcribed (Fig. 4B). Then, we performed absolute quantitative PCR to test and compare the transcriptional levels of the seven wsp genes in the presence and absence of tetracycline. The result showed that tetracycline treatment promoted the expression of all seven genes (Fig. 4C). Moreover, the transcriptional levels of the seven genes varied significantly under both conditions and were arranged as follows: wspA > wspB/wspF > wspE > wspR > wspC/wspD (Fig. 4C). The transcriptional level of wspA was about fourfold higher than that of wspC/wspD in the absence of tetracycline (Fig. 4C). The differential transcriptional levels indicated that internal promoters existed in wsp operon.

Fig 4.

The image shows tetracycline’s effect on wsp promoters in P. putida KT2440. Gene layout and primers: P1-P6 are shown. RT-PCR confirms co-transcription. wspA transcription is compared between control and tetracycline. LacZ activity shows promoter response.

The effect of tetracycline treatment on the activity of wsp promoters. (A) Schematic drawing of the gene and promoter distribution in the wsp operon of P. putida KT2440. The green arrows represent genes. The orange arrows represent promoters, and the arrow’s thickness corresponds to the strength of promoter activity. Short arrows indicate primer pairs (P1–P6) used for the co-transcription test. A scale bar of 1 kilobase (kb) is indicated. (B) RT-PCR tests co-transcription of the seven genes in the wsp operon. The type of templates used in PCR is shown above the gel. RT-treated represents reverse transcriptase-treated. M represents the DNA ladder. P1–P6 represent PCR product amplified with associated primer pairs as indicated in panel A. (C) Relative transcriptional levels of the seven wsp genes in the presence and absence of tetracycline. The transcriptional level of wspA is set as 1, and the transcriptional levels of the other six genes are shown as the relative transcriptional level of wspA. ANOVA was used to compare the transcription level of different genes. (D) The activity of wsp promoters in the presence and absence of tetracycline. The promoter activity is indicated by LacZ activity. The vector containing promoter-less lacZ is used as the negative control. Student’s t-test was used to compare LacZ activity from two strains. In panels C and D, error bars represent standard deviations, and significant differences (P < 0.05) are denoted by the lowercase letters above each bar (panel C) or asterisk above the column (panel D) (**P < 0.01). “ns.” represents no statistically significant between two compared data.

To test if internal promoters existed in the wsp operon, we amplified the upstream regions of the seven genes and then tested their promoter activities with a promoter-less lacZ reporter. The LacZ activity assay characterized the promoter activity of each upstream region. The empty plasmid was used as a negative control. The result showed that except for the upstream region of wspE, all the other six upstream regions showed apparent promoter activity (Fig. 4D). The upstream region of wspA (the major start promoter, termed as PwspA) displayed the strongest promoter activity, while the upstream region of wspD (termed as PwspD) showed the weakest promoter activity (Fig. 4D). Based on the LacZ activity, the promoter activities of the six upstream regions were arranged as follows: PwspA > PwspF > PwspR > PwspB > PwspC > PwspD (Fig. 4D).

To figure out how tetracycline promotes wspR expression, we tested the influence of tetracycline on the promoter activity of the six wsp promoters. The strain was cultured for 6 h before adding tetracycline, and LacZ activity was measured at 10 h of culture after tetracycline addition. The results demonstrated that the addition of tetracycline increased the promoter activity of PwspA but had no evident influence on the promoter activity of the other five promoters (Fig. 4D). Together, these results indicated that tetracycline promoted the activity of the major wsp promoter PwspA.

RpoS directly and positively regulates the activity of PwspA

Our previous study revealed that the deletion of the sigma factor RpoS decreased wspR expression in P. putida (33). The sigma factor RpoS is a stress response regulator critical to bacterial survival under stress conditions (35, 36). We speculated that tetracycline treatment promoted Wsp system expression via RpoS. Thus, we tested the effect of RpoS on the activities of the six wsp promoters. The results exhibited that deletion of rpoSrpoS + pVec) led to a decrease in the activities of PwspA and PwspF while showing no evident impact on the activities of the other four promoters (Fig. 5A). Complementation with multicopy plasmid containing rpoSrpoS + prpoS) restored the activities of PwspA and PwspF (Fig. 5A). RpoS recognizes and binds to a conserved motif “CTATACT” in the −10 region of the target promoter (37). We analyzed the sequences of PwspA and PwspF and found a conserved RpoS motif in PwspA but not in PwspF (Fig. 5B). To explore whether RpoS regulated PwspA via binding to the conserved motif, we performed electrophoretic mobility shift assay (EMSA) to test the interaction between RpoS and PwspA. The presence of RpoS (final concentration: 100 nM or larger) caused a shift of PwspA on the gel (Fig. 5C, lanes 3–5). The shift of PwspA was abolished by the addition of 10-fold unlabeled specific DNA (cold promoter) (Fig. 5C, lane 6), but not 10-fold unlabeled non-specific DNA (cold pUC19 fragment) (Fig. 5C, lane 7), indicating that RpoS specifically bound to PwspA. Mutation of the conserved motif in PwspA (from CTATACT to TCGGCAC) abolished the binding of RpoS to PwspA (Fig. 5D). Meanwhile, mutation of the conserved motif significantly decreased PwspA activity and abolished the effect of rpoS deletion on PwspA activity (Fig. 5E), suggesting that the conserved RpoS motif played a vital role in PwspA activity. We also tested the interaction between RpoS and PwspF using EMSA. The results showed that RpoS showed weak and unspecific binding to PwspF (Fig. 5C), indicating that RpoS indirectly regulated the activity of PwspF. These results demonstrated that RpoS directly and positively regulated the expression of the wsp operon by binding to the conserved RpoS motif in PwspA.

Fig 5.

The figure shows RpoS regulation of the wspA promoter in P. putida, comparing wild-type, deletion mutant, and complementation strains. It includes wspA promoter sequence, RpoS motif, binding, and activity. **p < 0.01, ns = non-significant.

RpoS directly and positively regulates the activity of PwspA. (A) The effect of RpoS on activities of the six wsp promoters. WT + pVec represents the wild-type strain containing the control vector, ΔrpoS + pVec represents the rpoS deletion mutant containing the control vector, ΔrpoS + prpoS represents the complementation strain of ΔrpoS. (B) The nucleotide sequence of the wspA promoter region. The GTG initiation codon of WspA is red and indicated with an arrow. The RpoS consensus motif is green, and the corresponding region in the wspA promoter is shown in red. (C) Binding of RpoS to PwspA and PwspF. The concentration of RpoS and unlabeled specific/non-specific DNA (cold promoter/pUC19) is indicated above each lane. (D) Binding of RpoS to the mutated wspA promoter (PwspA(-10M)). PwspA represents the native wspA promoter. PwspA(-10M) represents the PwspA promoter containing mutations in the RpoS motif sequence (from CTATACT to TCGGCAC). The migration of free DNA and RpoS-DNA complex in panels C and D was indicated by arrows. (E) The activities of wild-type wspA promoter (PwspA::lacZ) and mutated wspA promoter (PwspA(-10M)::lacZ) in WT and ΔrpoS. The results in panels A and E are the average of three independent assays. The data represent mean values with standard deviations (**P < 0.01). “ns.” represents none statistically significant between the two compared strains. Student’s t-test was used to compare LacZ activity from two strains.

RpoS is required for the tetracycline-mediated biofilm formation

To investigate the role of RpoS in the tetracycline-mediated PwspA promotion, we compared the difference in the activity of PwspA/PwspA(-10M) in the presence and absence of tetracycline in WT and ΔrpoS. The results showed that tetracycline treatment promoted PwspA activity in WT but failed to affect PwspA activity in ΔrpoS (Fig. 6A). Mutation of the RpoS-binding motif in PwspA decreased the promoter activity and eliminated the regulation of RpoS on the promoter. These results implied that RpoS was required for the tetracycline-mediated PwspA promotion. Results from c-di-GMP level measurement demonstrated that ΔrpoS contained a lower c-di-GMP level than WT, and the effect of tetracycline on c-di-GMP level was abolished in ΔrpoS (Fig. 6B). We further used confocal laser scanning microscopy (CLSM) to investigate the role of RpoS and WspR in the tetracycline-mediated biofilm formation in a flow chamber system. The results showed that tetracycline treatment increased the biofilm formation in WT, with the average biomass of tetracycline-treated WT being about 1.5-fold that of the control WT (Fig. 6C and D). In comparison, ΔrpoS formed a thinner biofilm than WT, but the biofilm of ΔrpoS showed no apparent difference between the tetracycline-treated group and the control group (Fig. 6C and D), suggesting that the effect of tetracycline on biofilm formation was abolished in ΔrpoS. The enhancement effect of tetracycline on biofilm formation was restored by complementation of ΔrpoS with a multicopy plasmid containing rpoS (Fig. 6C and D). The mutation of the RpoS-binding motif in PwspA (WT::PwspR(-10M)) decreased biofilm formation, but the promotion effect of tetracycline on biofilm was still significant, only to a lesser extent than that in WT (Fig. 6C and D). Besides, the biofilm formation of ΔwspR was the lowest among the tested strains, with the average biomass of ΔwspR being approximately 1/3 of that of WT, and tetracycline treatment increased the biofilm formation in ΔwspR, but to a lesser extent than in WT (Fig. 6C and D). These results indicated that RpoS and WspR positively regulated biofilm formation, and the increased biofilm formation under tetracycline treatment was RpoS-dependent in P. putida.

Fig 6.

The figure shows RpoS’s role in tetracycline-induced biofilm in P. putida, comparing promoter activity, c-di-GMP, and biofilm biomass in wild-type vs. RpoS mutants, with/without tetracycline. Confocal images display thickness. **p < 0.01, *p < 0.05.

RpoS is required for the tetracycline-mediated biofilm increase. (A) PwspA/PwspA(-10M) activity in WT and ΔrpoS in the absence and presence of tetracycline. (B) The impact of tetracycline on c-di-GMP level in WT and ΔrpoS. The c-di-GMP was extracted and measured using LC-MS/MS. (C) Representative confocal images of biofilm growth under flowing conditions in the absence and presence of tetracycline, as described in Materials and Methods. The thickness of the biofilm is shown on the right. All tested strains contained pBBR403-egfp. (D) Biofilm biomasses of strains in CLSM image stacks quantified by COMSTAT2. The results of panels A, B, and D are the average of three independent assays. The data represent mean values with standard deviations (*P < 0.05, **P < 0.01). “ns.” represents no statistical significance between the two compared data analyzed by student’s t-test.

DISCUSSION

Biofilms are assemblages of surface-attached microbial cells embedded in a self-produced extracellular matrix (32). Bacteria inside biofilm are much more resistant to antimicrobial agents than planktonic forms (32, 38). A previous study showed that tetracycline and several other antibiotics strongly stimulated biofilm formation in P. putida (10), but the mechanism remains unclear. Our result revealed a relationship between the tetracycline-mediated biofilm formation and the second messenger c-di-GMP in P. putida. Tetracycline treatment caused increased biofilm formation, accompanied by increased c-di-GMP levels (Fig. 1A and B). P. putida contains a complex c-di-GMP metabolic network involving 42 potential c-di-GMP metabolizing proteins (33). Among the 42 proteins, five proteins were found to be involved in the tetracycline-mediated biofilm formation, including LapD, DibA, WspR, PP_3242, and PP_3319 (Fig. 2). Of these five proteins, except for the non-enzymatic c-di-GMP receptor LapD, WspR played a key and positive role in the tetracycline-mediated biofilm formation. Further analysis revealed that tetracycline treatment promoted the transcription of WspR, leading to an increased WspR protein level, but it showed no apparent influence on the phosphorylation of WspR (Fig. 3).

The Wsp signal transduction system is a conserved and dominant c-di-GMP-producing system involved in biofilm formation and several other cellular processes in Pseudomonas species (22, 24, 27, 39). Previous studies concerning the Wsp system mainly focused on its function and activity regulation at the protein level, while the transcriptional regulation of the Wsp system was poorly studied. We found that although the seven genes in the wsp operon were co-transcribed (Fig. 4B), their transcription levels were quite different (Fig. 4C). By analyzing the promoter activity of the gene upstream regions, we first revealed that the P. putida wsp operon contained six promoters, including one major start promoter and five internal promoters. The existence of internal promoters could explain the discrepancy in gene transcription level in the wsp operon. Moreover, tetracycline treatment promoted the activity of PwspA and had no noticeable effect on the activity of internal promoters (Fig. 4D), but the expression of WspR was increased with tetracycline treatment (Fig. 3A and D). These results suggested that the major operon promoter PwspA was tetracycline responsive, consistent with the result that RpoS bound to PwspA to regulate its activity (Fig. 5C and D). Besides, internal promoters increase the operon complexity and strain adaptability by affecting the transcription of the following and neighboring genes and regulating the expression of related genes in response to specific signals (40, 41). Thus, future research on the activity and regulation of these wsp promoters would enrich our understanding of the relationship between c-di-GMP signaling and bacterial adaptation.

Our previous results demonstrated that deletion of the stress-responsive sigma factor RpoS caused a decrease in wspR transcription (33). Based on previous results, we speculated that tetracycline treatment stimulated biofilm formation by inducing wspR expression via RpoS. The result that tetracycline treatment promoted wspR expression and caused elevated c-di-GMP levels in an RpoS-dependent manner supported our hypothesis (Fig. 6A and B). Moreover, a RpoS-binding motif was identified in PwspA (Fig. 5B), and further protein-DNA-binding assay confirmed the direct interaction between RpoS and PwspA at the RpoS-binding motif (Fig. 5C and D). Besides, the effect of tetracycline on biofilm formation still existed in the wspR mutant, but the magnitude of the effect was lower than in WT (Fig. 6C), indicating that there were other factors besides WspR involved in the tetracycline-induced biofilm formation. Consistent with this, RpoS also positively regulated the expression of two biofilm matrix-encoding operons, pea-encoding exopolysaccharide Pea, and lapF-encoding adhesion LapF (42, 43).

In conclusion, our results showed that tetracycline treatment induced the expression of the Wsp system via RpoS in P. putida, resulting in elevated c-di-GMP levels, which led to increased biofilm formation. The wsp operon contained one major promoter and five internal promoters, and RpoS directly bound to the major promoter to promote its activity. Our results enriched the transcriptional regulation of the wsp operon and revealed the mechanism by which tetracycline promoted biofilm formation in P. putida.

MATERIALS AND METHODS

Bacterial strains and growth conditions

The strains and plasmids used in this study are listed in Table 1. Unless specifically indicated, P. putida and E. coli strains used in this study were cultured with Lysogeny Broth (LB) medium at 28°C and 37°C, respectively. Antibiotics were used, when required for plasmid maintenance or transformants screening, at the following concentrations: kanamycin (50 µg/mL), chloramphenicol (25 µg/mL), and gentamycin (40 µg/mL).

TABLE 1.

Strains and plasmids used in this work

Strain or plasmid Relevant genotype and/or description Source or reference
E. coli strains
 DH5a λ-Φ80dlacZΔM15Δ(lacZYA-argF)U196 recA1 endA1 hsdR17(rK- mK-) supE44 thi-1 gyrA relA1 Invitrogen Corp
 S17-1/λpir RK2 tra regulon, pir, host for pir-dependent plasmids Invitrogen Corp
 BL21(DE3) F- ompT hsdS (rBB-mB-) gal dcm (DE3) Invitrogen Corp
P. putida strains
 WT KT2440 Wild-type KT2440 Lab stock
 ΔrpoS Unmarked rpoS deletion mutant (43)
 ΔwspR wspR deletion mutant, wspR::Kmr (33)
 WT+pVec Wild-type KT2440 harboring empty vector pBAK This work
 WT+prpoS Wild-type KT2440 harboring empty vector pBAK-rpoS This work
 ΔrpoS+pcsoR rpoS deletion mutant containing complementary plasmid pBAK-rpoS This work
Plasmids
 pBBR–lacZ Derived from pBBR1MCS5, harbors a promoterless lacZ gene, Gmr Lab stock
 PwspA::lacZ Reporter plasmid with wspA promoter ligated to pBBR–lacZ This work
 PwspA(-10M)::lacZ Reporter plasmid with mutated wspA promoter ligated to pBBR–lacZ This work
 PwspB::lacZ Reporter plasmid with wspB promoter ligated to pBBR–lacZ This work
 PwspC::lacZ Reporter plasmid with wspC promoter ligated to pBBR–lacZ This work
 PwspD::lacZ Reporter plasmid with wspD promoter ligated to pBBR–lacZ This work
 PwspF::lacZ Reporter plasmid with wspF promoter ligated to pBBR–lacZ This work
 PwspR::lacZ Reporter plasmid with wspR promoter ligated to pBBR–lacZ This work
 pBAK-rpoS RpoS expression plasmid in which the rpoS gene was under the control of pBAD promoter This work
 pBBR403-egfp Derived from pBBR1MCS5, containing an egfp gene controlled by a tac promoter This work

Plasmid and strain construction

The routine cloning of DNA fragments into plasmid followed a T5 exonuclease-dependent method (44). All PCR cloning steps were verified by commercial sequencing (Tsingke, Wuhan, China). Heat shock transformation or electroporation was used to transfer plasmid to E. coli and P. putida strains. To construct a promoter-lacZ fusion reporter plasmid, we amplified a fragment (about 500 bp) containing the target promoter. We then ligated the fragment into plasmid pBBR-lacZ, which harbored a promoterless lacZ gene. A fragment containing a mutated wspA promoter was generated by overlapping PCR. Briefly, two fragments were generated with primers 1488pros/1488proMa and 1488proMs/1488proa. The 1488proMa and 1488proMs were reverse complementary sequences containing the mutation in which the RpoS motif was changed from CTATACT to TCGGCAC. The two fragments were mixed in a 1:1 ratio to perform overlapping extension. The final PCR product was cloned into pBBR-lacZ to yield pBBR-PwspA(-10M)-lacZ. The mutation in the wspA promoter was confirmed by sequencing. To construct a rpoS expression plasmid, we amplified a fragment containing the coding sequence of RpoS. We then ligated the fragment into plasmid pRKara to yield pRKara-rpoS, in which the expression of rpoS was controlled by an inducible pBAD promoter. Primers used for plasmid and strain construction are listed in Table 2.

TABLE 2.

Primers used in this worka

Primer Sequence (5′→3′) Purpose
QpcrrpoDs CCTGATCCAGGAAGGCAACAT qPCR internal standard
QpcrrpoDa CAGGTGGCATAGGTCGAGAACT qPCR internal standard
QpcrwspRqs GCACGCATCCGTTATCACTC qPCR primer
QpcrwspRqa GCCACTCCAGCTCCAGGTAC qPCR primer
Ct-1488Adw AGGTGGGCGAGCAACTG Co-transcription
Ct-1489Bup CCACGATGGGCGAGAAT Co-transcription
Ct-1489Bdw CGGACGAGTTCCAGCC Co-transcription
Ct-1490Cup GTTGAGCCAGCCGTTTAT Co-transcription
Ct-1490Cdw GTGTACTACTGGCTGGGTTTG Co-transcription
Ct-1491Dup GACGGAACAGCAGCATCG Co-transcription
Ct-1491Ddw GATGGCTGTCGAGGAAATC Co-transcription
Ct-1492Eup CAATACGCATCAGCAGGTC Co-transcription
Ct-1492E-w TAGTCCGCAAACGCATCC Co-transcription
Ct-1493Fup TCGACACCGTCCATCACC Co-transcription
Ct-1493Fdw ATGTGGACCAGGTGTTTGC Co-transcription
Ct-1494Rup GCACCATCGCCGAGTTT Co-transcription
Aq-1488s CACCATCCAGGACAAAGACG Absolute qPCR
Aq-1488a GGCGTTGAGCGACAGCA Absolute qPCR
Aq-1489s CGAGATCCAGTCGGCAGTG Absolute qPCR
Aq-1489a GCAAGAAGCGGAAGAAACG Absolute qPCR
Aq-1490s TAAACGGCTGGCTCAACTGG Absolute qPCR
Aq-1490a GCATCGCCTTCGGTATCACT Absolute qPCR
Aq-1491s TGCTCAGTGATACCGAAGGC Absolute qPCR
Aq-1491a CACGGCAGACAGTAAGTGTTGAT Absolute qPCR
Aq-1492s CCGCCTCAATAGCCTGCTT Absolute qPCR
Aq-1492a CCTGCCACCTGGGTCAACT Absolute qPCR
Aq-1493s TAAAGACCGTGAGGAAGACCG Absolute qPCR
Aq-1493a TCTGTAGCAGGCGAATGTGG Absolute qPCR
Aq-1494s GCCCACGGTCATTCTTCAA Absolute qPCR
Aq-1494a GATGCCGACTTGGTTACGC Absolute qPCR
Qpcr-1488s CAGTCAACACGGCAAAGGG qPCR primer
Qpcr-1488a AACGCAGCTTGTCGAGGG qPCR primer
Qpcr-1489s GCACGAGGTGATCGAAGTGT qPCR primer
Qpcr-1489a AGCTCAAGGCGGCAAGG qPCR primer
Qpcr-1490s CATCAGCCCAAGTTCGGTAG qPCR primer
Qpcr-1490a GGTCAAGCACATTGCCCAC qPCR primer
Qpcr-1491s CATTCATTGCCGCACCAG qPCR primer
Qpcr-1491a CTCGACAGCCATCACCACC qPCR primer
Qpcr-1492s GGAGCTGATCGACGATGGC qPCR primer
Qpcr-1492a TGTCACGCAGGCTGAAACC qPCR primer
Qpcr-1493s GGCAATCGGGTCTTCGG qPCR primer
Qpcr-1493a CGCTGCTGAGCCATTCG qPCR
EMSA-1488s ATGGGCATATCGACGAGC EMSA fragment
EMSA-1488a TGTCAAGCTACCTGCTGAGCGCAAGGTCCAGTTCTT EMSA fragment
EMSA-1493a GGGCATGTCATTGACGATG EMSA fragment
EMSA-1493s TGTCAAGCTACCTGCTGAATGATGGCTCGGTGGTCC EMSA fragment
FAM-tail TGTCAAGCTACCTGCTGA Fluorescent label
1488pros CTGATGCCGGTACCATGGGCATATCGACGAGC Promoter amplification
1488proMa GTGCCGACCCAGAGGTCT Mutated promoter
1488proMs AGACCTCTGGGTCGGCAC Mutated promoter
1488proa TTAGTCATCTGCAGGCGCAAGGTCCAGTTCTT Promoter amplification
1489pros CTGATGCCGGTACCAGCCAGCAACATCACCCA Promoter amplification
1489proa TTAGTCATCTGCAGTGTTTCCTGTTTGAAGCGCGACACGC Promoter amplification
1490pros CTGATGCCGGTACCGGGGCGTTGTACCTGCA Promoter amplification
1490proa TTAGTCATCTGCAGTGTTTCCTGTGTCGGGTCTTGCGTGTAC Promoter amplification
1491pros CTGATGCCGGTACCCGCCCAAACTGCCAAG Promoter amplification
1491proa TTAGTCATCTGCAGTGTTTCCTGTGTTCATCGTTCAGACTCCC Promoter amplification
1492pros CTGATGCCGGTACCCGGATGCGGAAAACACC Promoter amplification
1492proa TTAGTCATCTGCAGTGTTTCCTGTTGCACGGCAGACAGTAAGT Promoter amplification
1493pros CTGATGCCGGTACCATGATGGCTCGGTGGTC Promoter amplification
1493proa TTAGTCATCTGCAGTGTTTCCTGTCCGATCAGTTCCACAACAG Promoter amplification
1494pros CTGATGCCGGTACCCCGAATGGCTCAGCAG Promoter amplification
1494proa TTAGTCATCTGCAGTGTTTCCTGTCGATCACTACCGGCCTG Promoter amplification
a

The protective bases and restriction site regions of the primers are indicated by underlining.

Gene co-transcription assay using reverse transcription PCR

Total RNA from exponentially growing cells was extracted with a total RNA extraction reagent (Vazyme R401-01, China) as recommended by the manufacturer. Contaminated genomic DNA digestion and reverse transcription were performed using a PrimeScript RT reagent kit (Takara RR047A, Japan). Primers used for RT-PCR were designed at the junction between two genes (Table 2). Original RNA without DNA digestion was used as a template in the positive control group, and DNase-treated RNA was used in the negative control group. In the experimental group, cDNA was used as a template. PCR procedure was set as follows: reactions degenerated at 95°C for 30 s, annealed at 55°C for 30 s, extended at 72°C for 30 s, and under 30 cycles. Products were resolved by 1% agarose gel, stained with ethidium bromide, and digitized using a scanner (Tanon 2500, China).

Compare gene transcription levels using quantitative PCR

Total RNA extraction, contaminated genomic DNA digestion, and reverse transcription were performed as described above. When tetracycline was involved in the qPCR assay, strains were precultured in LB medium without tetracycline for 6 h. Then, tetracycline (final concentration 6 µg/mL) was added to the culture, and strains were incubated for another 3 h before the cells were harvested for RNA extraction. An equal amount of solvent (ethanol) was added to the culture for the control group. Primers used for qPCR are listed in Table 2. AceQ qPCR SYBR Green Master Mix (Vazyme Q121-02, China) was used to quantify the production amount during PCR. The qPCR assay was performed and analyzed using a QuantStudio 3 Real-Time PCR System (Applied Biosystems, USA) to obtain the threshold cycle (Ct) value of each target. PCR procedure was set as follows: reactions degenerated at 95°C for 30 s, annealed at 60°C for 30 s, extended at 72°C for 30 s, and under 40 cycles. For absolute qPCR, each of the seven genes in the wsp operon was cloned into plasmid pUC19 before being used as a template in qPCR to generate a standard curve. The standard curves were generated relating the Ct values of the qPCR to the log numbers of target DNA. The absolute number of target genes in cDNA was then calculated according to the standard curve. The copy number of wspA was set as 1, and the copy number of the other six target genes was normalized to the copy number of wspA. For relative qPCR, the degree of change in the relative quantity of each target gene was calculated using the 2−ΔΔCt method with RpoD used as an internal control for normalization. Three individual replicates were performed with three independent cultures grown on different days (biological repeat) for both absolute and relative qPCR.

Assays for β-galactosidase activity

Overnight cultures harboring a promoter-lacZ fusion reporter were 1:100 diluted into fresh LB medium and incubated at 28°C with 180 rpm shaking. After 10 h of incubation, 2 mL culture was harvested to measure LacZ activity. LacZ activity was measured following a previously described method (45). For assays involved in tetracycline treatment, strains were precultured for 6 h (OD600≈0.6) in LB medium without tetracycline. Then, tetracycline (final concentration 6 µg/mL) was added to the culture, and strains were further incubated for 4 h before performing the LacZ activity assay. Measurements were repeated in triplicate with two technical repeats per sample, and data were given in Miller units.

Biofilm formation analysis with crystal violet staining

The biofilm-forming ability was quantitatively analyzed using crystal violet (CV) staining. Briefly, overnight cultures of P. putida were 1:100 diluted into 3 mL fresh LB medium in borosilicate glass tubes and incubated at 28°C with 180 rpm shaking. After 6 h, tetracycline (final concentration 6 µg/mL) or an equal amount of control solvent (ethanol) was added to the culture, and strains continued to grow until the indicated time. After incubation, the cultures were removed, and the OD600 of each culture was recorded. Then, biomass attached to the glass surface was stained with crystal violet (0.1%) for 10 min. After staining, excess crystal violet was washed off with tap water three times, and then tubes were left at room temperature for 2 h before taking photographs. The CV that stained the biofilm was dissolved with 95% ethanol by leaving it at room temperature for 20 min. Then, OD590 of the ethanol solution containing CV was examined using a spectrophotometer (PerkinElmer, Germany). The final OD value was calculated by dividing the OD590 by the OD600.

Biofilm formation in a flow chamber system

The flow chamber system was assembled by modifying the previously described method (46). Overnight cultures of P. putida strains harboring plasmid pBBR403-egfp were diluted to OD600 of 0.01 and injected into the flow chamber channels (six channels per strain). LB medium was continuously imported into the channels at a flow rate of 3 mL/h. After 24 h, tetracycline (final concentration 6 µg/mL) was added to the LB medium of three channels, and strains were incubated for another 24 h. Then, biofilm in the chambers was observed using an FV1000 confocal laser scanning microscope (CLSM) (Olympus, Japan) equipped with a 20×/0.75 objective lens. Thirty-one scanning photos were obtained for each biofilm sample, and the spacing between each scanning was 1 µm. The biofilm structure was rebuilt and displayed using Imaris 9.0.1 software (Bitplane AG, Switzerland). Biofilm biomass was analyzed using COMSTAT2 (47).

Extraction and quantification of intracellular c-di-GMP

Overnight P. putida cultures were 1:100 diluted into 100 mL fresh LB medium in conical flasks and incubated at 28°C with 180 rpm shaking. After 6 h, tetracycline (final concentration 6 µg/mL) or an equal amount of control solvent (ethanol) was added to the culture, and strains continued to grow until the indicated time. After incubation, the cultures were harvested by centrifugation. Intracellular c-di-GMP was extracted and quantitated as previously described (48). Briefly, c-di-GMP was extracted in triplicate from P. putida using heat and ethanol precipitation followed by centrifugation. Supernatants were combined, dried using a Speed-Vac, and resuspended in deionized water. The sample was loaded onto a Finnigan Surveyor Plus liquid chromatography system and then onto a Thermo Scientific TSQ Quantum Ultra EMR tandem mass spectroscopy system (LC-MS/MS) (San Jose, USA), which was operated using a selected reaction monitoring mode with the following m/z transitions: 691.135/135.100 at 51 eV, 691.135/152.000 at 39 eV, and 691.135/248.300 at 25 eV. The daughter ion 152.000 was selected as the quantitative ion. Commercially available c-di-GMP (Biolog Company, Germany) was used as a reference for identifying and quantifying c-di-GMP. c-di-GMP level was normalized to total protein. The experiment was repeated twice with three replicates for each protein.

Expression and purification of His-tagged RpoS

Overnight culture of E. coli BL21 carrying pET28a-rpoS was 1:100 diluted into 100 mL LB medium in a conical flask and incubated for 4 h at 37°C with 180 rpm shaking. Then, 0.4 mM IPTG was added to induce the expression of His-tagged RpoS. After 8 h incubation at 16°C with 120 rpm shaking, cells were harvested and resuspended in lysing buffer (10 mM Tris-Cl [pH 7.8], 300 mM KCl, and 10% glycerol). Cells were lysed and filtered through a 0.22-μm-pore-size filter and then loaded to a Ni-NTA column. Wash buffer (10 mM Tris-Cl [pH 7.8], 300 mM KCl, 10% glycerol, and 20 mM imidazole) was added to the column to wash off unspecific binding proteins. Finally, elution buffer (10 mM Tris-Cl [pH 7.8], 300 mM KCl, 10% glycerol, and 250 mM imidazole) was used to wash down the target protein. Protein concentration was determined by BCA assay.

Western blot assay

P. putida strains were incubated in the presence and absence of tetracycline as described above for c-di-GMP extraction and quantification. Then, cells were harvested by centrifugation and lysed with a JNBIO pressure cell-breaking apparatus. The same amount of protein (5 µg) from different samples was resolved by a 12.5% SDS–PAGE and electrotransferred onto the PVDF membrane. WspR proteins in the membrane were tested with an anti-Strep II tag mouse antibody. A horseradish peroxidase-conjugated secondary antibody (goat anti-mouse) was used for the chemiluminescent detection of bound ligands for all blot assays. Detection was carried out using Western ECL reagents. Images were digitized using a Tanon 5200 scanner.

Electrophoretic mobility shift assay (EMSA)

EMSA was used to test the interaction between RpoS and promoter DNA. Fragments of wspA/wspF were amplified with PCR primers containing a label labeled with the FAM (6-carboxyfluorescein phosphoramidite) at the 5′' end. The fragment was incubated with RpoS in binding buffer (10 mM Tris [pH 7.8], 50 mM KCl, 10 mM MgCl2, and 5% glycerol) at 25°C for 30 min. After incubation, reaction mixtures were loaded onto a 5% acrylamide gel and electrophoresed on ice for 90 min at 100 V in 0.5 × TBE buffer (45 mM Tris-Cl [pH 7.8], 45 mM borate, and 1 mM EDTA). Gels were exposed to a fluorescent imaging system (FLA-5100, FILIFILM) to obtain digital images.

Statistical analysis

To analyze the significance of differences in biofilm biomass, gene expression, LacZ activity, and c-di-GMP level, Student’s t-test was used to compare two data groups, and ANOVA was used to compare three or more data groups. A P value less than or equal to 0.05 was considered statistically significant.

ACKNOWLEDGMENTS

The research was financially supported by the National Natural Science Foundation of China (31900054 and 42020104003) and the Fundamental Research Funds for the Central Universities (2662022SKQD002).

Y.X. and W.C. designed and coordinated this project and reviewed the manuscript. K.M., M.H., H.C., T.L., Y.F., Y.T., and H.F. conducted experiments. K.M., M.H., and Y.X. interpreted the results and wrote the draft. Q.H. provided supervision and resources, acquired funds and reviewed the manuscript. All authors contributed to the interpretations and conclusions presented.

Contributor Information

Yujie Xiao, Email: yjxiao@mail.hzau.edu.cn.

Wenli Chen, Email: wlchen@mail.hzau.edu.cn.

Ning-Yi Zhou, Shanghai Jiao Tong University, Shanghai, China.

DATA AVAILABILITY

All relevant data supporting the critical findings of this study are available within the article.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All relevant data supporting the critical findings of this study are available within the article.


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