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Applied and Environmental Microbiology logoLink to Applied and Environmental Microbiology
. 2026 Mar 20;92(4):e02387-25. doi: 10.1128/aem.02387-25

Thermoregulation of functional amyloid Fap-dependent biofilm formation via cyclic diguanosine monophosphate signaling in Pseudomonas fluorescens

Yinan Ru 1,2,#, Siqi Tan 1,2,3,#, Xinyi Shen 1,2, Chongni Zheng 1,2, Yinying Wu 1,2, Yunhai Shao 1, Xiaoxiang Liu 1,
Editor: Sophie Roussel4
PMCID: PMC13101488  PMID: 41860219

ABSTRACT

We recently reported that Pseudomonas fluorescens PF07, an isolate from refrigerated marine fish, produces the functional amyloid Fap as the major component of its biofilm matrix and that transcription of the fap gene cluster is directly regulated by BrfA, a novel c-di-GMP-responsive transcription regulator. As a psychrotrophic food spoiler, P. fluorescens encounters temperature fluctuations during food processing and distribution; however, the effects of temperature on its biofilm formation remain poorly characterized. Here, we show that reduced temperatures (4°C and 15°C) significantly attenuate macrocolony, pellicle, and solid-surface-associated biofilm formation in PF07 compared to 28°C. Mechanistically, low temperatures suppress Fap-dependent biofilm formation by downregulating intracellular c-di-GMP levels via the coordinated control of two key enzymes: a novel diguanylate cyclase, DebA, and a cold-adapted phosphodiesterase BifA. At 28°C, DebA is highly expressed and maintains robust catalytic activity via its PAS domain, while BifA exhibits low activity due to poor thermostability; these effects together drive c-di-GMP accumulation, fap expression, and biofilm formation. Conversely, low temperatures reduce DebA expression and activity, while BifA retains exceptional cold tolerance to accelerate c-di-GMP degradation, thereby suppressing fap expression and biofilm formation. This study delineates a novel temperature-responsive c-di-GMP signaling pathway in the psychrotrophic food spoiler, P. fluorescens PF07.

IMPORTANCE

The persistence of bacteria in various biofilms frequently leads to food spoilage and foodborne illnesses. Pseudomonas fluorescens is widely recognized as one of the most prevalent spoilage organisms, with a robust capacity for biofilm formation. Temperature is a critical factor in food processing, distribution, and preservation. This study identifies a novel temperature-responsive c-di-GMP signaling module centered on the novel diguanylate cyclase DebA and the cold-adapted phosphodiesterase BifA, which governs Fap-dependent biofilm formation in P. fluorescens PF07. Our findings expand the known repertoire of c-di-GMP-mediated biofilm regulatory pathways and may inform the development of improved antibiofilm strategies for the food industry.

KEYWORDS: temperature, biofilm, c-di-GMP, functional amyloid Fap, Pseudomonas fluorescens

INTRODUCTION

Food products are susceptible to contamination by spoilage organisms and pathogens through contact between the food matrix and processing equipment during food handling and processing. Bacteria adhering to food or equipment surfaces typically form biofilms, spatially organized sessile structures in which bacterial cells are encased within a self-produced extracellular matrix (ECM) (1, 2). The biofilm matrix generally comprises proteins, exopolysaccharides, and nucleic acids. ECM production leads to a mature and rigid biofilm, which enhances bacterial survival and persistence in the environment and complicates bacterial removal using standard sanitation procedures (3). Bacteria form macrocolony biofilms on solid organic materials (e.g., solid foods), pellicles at the air-liquid interface (e.g., liquid foods), and solid-surface-associated (SSA) biofilms on abiotic substrates (e.g., processing equipment) (4, 5). The persistence of bacteria within these biofilm architectures frequently causes food spoilage, product rejection, economic losses, and foodborne illnesses (6). Pseudomonas species are the predominant spoilers of proteinaceous raw foods (e.g., raw milk, meats, fish, and ready-to-eat products) stored under aerobic refrigerated conditions (7, 8). Pseudomonas fluorescens is currently recognized as one of the most prevalent spoilage organisms with a high capacity for biofilm formation (9). Despite routine cleaning and sanitation protocols, P. fluorescens can persist on the surfaces of processing equipment in its biofilm form (10, 11).

The second messenger cyclic diguanosine monophosphate (c-di-GMP) is an intracellular signaling molecule that regulates biofilm formation, motility, virulence, and other cellular processes (12). In general, high intracellular c-di-GMP levels upregulate ECM component production, enabling bacteria to form biofilms, whereas low c-di-GMP levels downregulate ECM component production, triggering biofilm dispersal into a planktonic growth mode (13). c-di-GMP is synthesized by diguanylate cyclases (DGCs), which contain GGDEF domains, and is degraded by phosphodiesterases (PDEs), which contain EAL or HD-GYP domains (14). Bacteria often harbor multiple DGCs and PDEs, some of which modulate ECM production during biofilm formation by fine-tuning c-di-GMP levels (2, 15). P. fluorescens SBW25, an isolate from sugar beet leaves, produces cellulose Wss as a key component of the ECM. Studies have shown that DGCs (e.g., WspR, YfiN/AwsR) and PDEs (e.g., SwsR) regulate Wss production to drive the formation of wrinkled pellicles and macrocolony biofilms (16). In the rhizobacterium P. fluorescens strain Pf0-1, the large adhesion protein LapA was identified as an important biofilm matrix component. LapD, an inner membrane c-di-GMP effector protein, inhibits the activity of LapG (a periplasmic cysteine protease), thereby retaining the adhesin LapA on the cell surface under high c-di-GMP conditions (17). A systematic analysis of genes encoding GGDEF and EAL domains in P. fluorescens Pf0-1 revealed that two DGCs (GcbB and GcbC) and one PDE (RapA) modulate SSA biofilm formation by controlling LapA localization to the cell surface (15, 18). Our recent work showed that P. fluorescens PF07, an isolate from spoiled marine fish stored at 4°C, produces the functional amyloid Fap encoded by the gene cluster fapA–F as the major biofilm matrix component (19) and that transcription of fapA is directly regulated by a novel c-di-GMP-responsive transcription regulator, BrfA (20). The Fap functional amyloids and BrfA-type transcription factors are widespread across Pseudomonas species (20). Functional amyloids are generally resistant to thermal, proteolytic, and chemical denaturation, imparting hydrophobicity and mechanical robustness to biofilms (21, 22). However, the specific DGCs and PDEs that critically regulate intracellular c-di-GMP levels and fap expression in PF07 and other Pseudomonas strains remain uncharacterized.

Environmental signals can regulate the activity and expression of DGCs and PDEs, thereby affecting biofilm development. For example, in Pseudomonas aeruginosa, the activity of the DGC SadC is modulated by oxygen availability (23), and the DGC TdcA directly senses temperature through its thermosensitive Per-Arnt-Sim (PAS) domain (24). Regulation of c-di-GMP-metabolizing enzymes also occurs at the transcriptional level. In P. putida, expression of the DGC gene cfcR is entirely dependent on the sigma factor RpoS and is positively regulated by the transcription regulator FleQ (25, 26), while the transcription of the PDE gene bifA is partially controlled by the flagellar sigma factor FliA (27). P. fluorescens is a psychrotrophic bacterium widely distributed in natural habitats. In food systems, it encounters temperature changes during processing and distribution; however, little is known about the effects of temperature on its biofilm formation. In this study, we demonstrate that reduced temperatures inhibit biofilm formation in P. fluorescens PF07 by decreasing intracellular c-di-GMP levels and repressing fap expression. We further identify a novel DGC, designated DebA for “DGC essential for biofilm formation,” and the cold-adapted PDE BifA as key mediators of the temperature-dependent regulation of Fap-dependent biofilm formation.

RESULTS

Low temperatures inhibit the formation of red and wrinkled macrocolony biofilms and the production of biofilm matrices

The functional amyloid Fap, the major component of the biofilm matrix, drives P. fluorescens PF07 to form red and wrinkled macrocolonies on Congo red plates (19). To determine the influence of temperature on the development of PF07 macrocolony biofilms, macrocolony morphology assays were first performed on Congo red plates across a temperature gradient of 4°C to 37°C. Considering the effect of temperature on growth, we extended the observation period to 13 days. As shown in Fig. 1A, PF07 incubated at 28°C developed a red and wrinkled macrocolony biofilm by day 3, with staining intensity and surface roughness increasing progressively as incubation continued. When the temperature was increased to 33°C, the strain formed red and wrinkled macrocolonies, although colony growth was somewhat inhibited. At 37°C, no bacterial growth was observed, likely because this temperature exceeds the upper growth limit of PF07. Conversely, when temperatures were reduced to 23°C, 15°C, and 4°C, the colonies were able to grow, but the Congo red staining and surface roughness decreased markedly with decreasing temperature. Only smooth and pale colonies were observed after incubation at 15°C or 4°C for up to 13 days. Next, macrocolony biofilm structures of PF07 cultured at 28°C, 15°C, and 4°C were visualized using transmission electron microscopy (TEM) (Fig. 1B). At 28°C, visible ECM was produced in the macrocolony biofilms from day 5, whereas only negligible amounts of ECM were observed in colonies cultured at 15°C for 13 days, and no ECM was observed at 4°C even after 13 days of incubation. Finally, ECM production in PF07 colonies was quantified over time at different incubation temperatures using a Congo red binding assay, which revealed that ECM levels at 28°C were significantly higher than those at 15°C and 4°C (Fig. 1C). These results demonstrate that a higher temperature (28°C) promotes macrocolony biofilm formation and biofilm matrix production in PF07, whereas lower temperatures significantly inhibit these processes. Additionally, we examined the effect of temperature on the macrocolony biofilms of another P. fluorescens strain, UK4, a Fap-producing isolate from a drinking water reservoir (28). Consistent with PF07, the formation of red and wrinkled macrocolony biofilms by UK4 was also significantly inhibited by low temperatures (Fig. S1).

Fig 1.

P. fluorescens macrocolony biofilms show temperature dependence with optimal development at 28-33°C. Microscopy and Congo red binding demonstrate reduced extracellular matrix production at lower temperatures throughout 13-day incubation.

Low temperatures inhibit macrocolony biofilm formation and biofilm matrix production in P. fluorescens PF07. (A) Macrocolony biofilms formed on Congo red plates (scale bar = 1 cm). The plates were incubated at 4°C, 15°C, 23°C, 28°C, 33°C, or 37°C for 13 days. Representative images from at least six biological replicates are shown. (B) Transmission electron micrographs of the macrocolony biofilms (scale bar = 1 µm). Macrocolonies incubated at 4°C, 15°C, and 28°C for 3, 5, and 13 days were gently scraped from tryptone agar plates and observed via transmission electron microscopy (TEM). Representative images are shown, and matrix materials surrounding the cells are marked with red arrows. (C) Time-course quantification of extracellular matrix (ECM) in PF07 macrocolonies cultured at different temperatures using the Congo red binding assay. ECM content is presented as a percentage relative to the 28°C 3-day culture sample. Data are presented as mean ± standard deviation (SD) of three biological replicates, each with three technical replicates. Two-way ANOVA followed by Dunnett’s multiple comparisons test was used to determine statistical significance relative to the 28°C group at each time point (****P < 0.0001).

Low temperatures inhibit pellicle and SSA biofilm formation

PF07 can form robust pellicles at the air-liquid interface of static liquid cultures and SSA biofilms on abiotic solid surfaces (19). Therefore, the effects of temperature on pellicle and SSA biofilm formation were determined in this strain. Initially, PF07 was cultured in static tryptone broth at 28°C, 15°C, and 4°C (Fig. 2A). At 28°C, discernible pellicles emerged on the culture surface from day 3, and these structures progressively thickened and developed increased wrinkling over time. Meanwhile, the liquid medium remained relatively clear throughout the 13-day incubation period. In contrast, no intact pellicles were observed over the entire incubation period at 15°C and 4°C, and the liquid medium became progressively turbid under these low-temperature conditions. PF07 was then inoculated into 2 mL of tryptone broth in 24-well microplates and gently agitated at 28°C, 15°C, and 4°C for 12–216 h. Adherent biofilm biomass and planktonic cell density were subsequently quantified. As shown in Fig. 2B, the biofilm biomass produced at 28°C was significantly higher than that at 15°C and 4°C within the first 120 h of culture. After 120 h, biofilm biomass at 15°C progressively increased, reaching levels comparable to those at 28°C, whereas that at 4°C remained at a relatively low level. As shown in Fig. 2C, the planktonic growth of PF07 was also temperature-dependent. Within the first 120 h of incubation, OD600 values at 28°C were significantly higher than those at 15°C and 4°C. After 120 h, the OD600 at 28°C decreased, while values at 15°C and 4°C exceeded those at 28°C. Notably, over the entire 216-h incubation period, the maximum OD₆₀₀ value at 4°C exceeded the highest value recorded at 28°C, indicating that incubation at 4°C enables PF07 to achieve higher planktonic cell densities during the stationary phase compared to incubation at 28°C. To eliminate the confounding effect of bacterial cell concentration on biofilm formation, biofilm biomass (quantified via crystal violet staining as OD₅₉₅) was normalized to planktonic density (OD600) as described by Han et al. (29). As shown in Fig. 2D, the normalized biofilm formation at 28°C was comparable to that at 15°C and 4°C within the first 120 h but was significantly higher than that at 15°C and 4°C after 120 h. These results demonstrate that low temperatures markedly inhibit pellicle and SSA biofilm formation in PF07.

Fig 2.

P. fluorescens biofilm formation at 3 temperatures showing pellicle development in static cultures and time-course measurements of biofilm biomass, planktonic growth, and normalized biofilm formation, revealing temperature-dependent inhibition patterns.

Low temperatures inhibit pellicle and solid-surface-associated (SSA) biofilm formation in P. fluorescens PF07. (A) PF07 pellicles formed at the air-liquid interface of static cultures. The cultures were statically incubated in glass tubes at 28°C, 15°C, or 4°C for 13 days. The image is representative of at least three biological replicates. (B–D) Quantification of SSA biofilms in 24-well microplates under shaking conditions (130 rpm) at 28°C, 15°C, or 4°C for 216 h: (B) biofilm biomass quantified by crystal violet staining (OD₅₉₅); (C) planktonic growth determined by measuring the OD600; and (D) normalized biofilm biomass (OD₅₉₅/OD₆₀₀, biofilm biomass normalized to planktonic growth). Data are presented as mean ± SD of eight biological replicates.

Low temperatures decrease fap gene expression and intracellular c-di-GMP levels

Given that temperature influences biofilm formation and that the functional amyloid Fap is the primary ECM component in P. fluorescens PF07, we hypothesized that fap gene expression is modulated by growth temperature. We quantified the transcriptional levels of each gene in the fapA–F gene cluster via quantitative reverse transcription-PCR (qRT-PCR) after 3 days of incubation at 28°C, 15°C, and 4°C and found that the transcription of all genes except fapF was significantly repressed by low temperatures (Fig. S2). Accordingly, fapA was selected as a representative of the transcriptional status of fapA–E for subsequent time-course experiments. As shown in Fig. 3A, fapA expression levels remained suppressed at 15°C and 4°C throughout the 13-day experimental period, relative to those at 28°C after 3 days of incubation. Despite a time-dependent increase in fapA expression with extended incubation, the fapA expression levels at 15°C and 4°C after 13 days of growth were only 24.60% and 16.05% of the levels measured at 28°C after 3 days, respectively. Flagellin FliC is associated with swimming motility (30), and alkaline protease AprA is the primary exoprotease produced by Pseudomonas (31, 32). In contrast to fapA, fliC, and aprA expression at 15°C and 4°C was significantly increased relative to 28°C after 3 days of incubation (Fig. 3B and C). Furthermore, we investigated the effect of a low-to-high temperature shift on the expression of these genes. PF07 colonies were cultured on tryptone plates at 15°C and 4°C for 3 days, then shifted to 28°C for an additional 1 day. As shown in Fig. 3D, fapA expression in temperature-shifted cultures increased 1.54-fold and 8.66-fold, respectively, relative to non-shifted control cultures. Conversely, the 28°C shift significantly reduced fliC and aprA expression. These findings indicate that low temperatures repress fapA expression while promoting fliC and aprA expression.

Fig 3.

Bar graphs showing gene expression and c-di-GMP levels in P. fluorescens at 28°C, 15°C, and 4°C. Cold temperatures decrease fapA while variably affecting fliC and aprA. Temperature shifts between these conditions alter gene expression and c-di-GMP levels.

fapA, fliC, and aprA expression and intracellular c-di-GMP levels are thermoregulated in P. fluorescens PF07. (A–C) Time course of gene expression in PF07 macrocolonies at different temperatures, as determined by qRT-PCR. The expression levels are relative to those at 28°C for 3 days. One-way ANOVA with Dunnett’s T3 multiple comparison test was used to determine statistical significance compared to the levels at 28°C for 3 days. (D) Relative expression levels of genes in PF07 macrocolonies after a temperature shift. PF07 colonies were cultured on tryptone plates at 15°C or 4°C for 3 days, followed by a shift to 28°C for 1 day. The expression levels determined by qRT-PCR are relative to those of control cultures maintained without a temperature shift. A two-tailed unpaired t-test with Welch’s correction was used to compare expression levels between the samples with and without a temperature shift. The gene expression data are mean ± SD of three biological replicates, each with three technical replicates. (E) Time-course quantification of intracellular c-di-GMP levels in PF07 macrocolonies cultured at different temperatures. The c-di-GMP levels are expressed as a percentage relative to those at 28°C for 3 days. Two-way ANOVA followed by Dunnett’s multiple comparisons test was used to determine statistical significance relative to the 28°C group at each time point. (F) Intracellular c-di-GMP quantification in PF07 macrocolonies cultured at 15°C or 4°C for 3 days, followed by a shift to 28°C for 1 day. The c-di-GMP levels are expressed as a percentage relative to those of control cultures maintained without a temperature shift. A two-tailed unpaired t-test was used to determine statistical significance. In panels E and F, the intracellular c-di-GMP levels were determined using a cyclic-di-GMP assay kit (Lucerna, USA). Data are representative of two independent experiments with three technical replicates each and are shown as mean ± SD. *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001; ns, not significant.

Our recent work demonstrated that fapA transcription is directly regulated by BrfA, an enhancer-binding protein that directly senses c-di-GMP in PF07 (20), a finding we further validated here. As shown in Fig. S3, brfA deletion at 28°C led to significant downregulation of fapA expression and abrogated normal macrocolony biofilm formation, whereas brfA hyperactivation at 15°C promoted fapA expression and rescued the formation of macrocolony biofilms. Based on the identified c-di-GMP/BrfA/fapA regulatory pathway and the repression of fapA transcription by low temperatures, we hypothesize that low temperatures reduce intracellular c-di-GMP levels in PF07. Intracellular c-di-GMP levels in PF07 were quantified over time at varying incubation temperatures on tryptone plates. The results revealed that c-di-GMP levels at 28°C were significantly higher than those at 15°C and 4°C (Fig. 3E), and a temperature shift from 4°C to 28°C significantly induced c-di-GMP production (Fig. 3F). To mimic the nutrient conditions of fish processing and preservation, PF07 was cultured on sterilized salmon muscle juice agar plates under these low temperatures. It was found that ECM synthesis, fapA transcription, and intracellular c-di-GMP production were also inhibited at low temperatures (Fig. 4).

Fig 4.

Bar charts showing how lower temperatures reduce P. fluorescens biofilm components. ECM production, fapA transcription, and c-di-GMP levels significantly decrease at 15°C and 4°C compared to 28°C across time points.

Low temperature represses ECM production, fapA transcription, and intracellular c-di-GMP content in macrocolony biofilms of P. fluorescens PF07 grown on sterile salmon muscle juice agar plates. (A) Quantification of ECM content in PF07 macrocolony biofilms cultured at different temperatures via the Congo red binding assay. ECM levels are percentages relative to those measured at 28°C for 3 days. Data are presented as mean ± SD of three biological replicates with three technical replicates each. Two-way ANOVA followed by Dunnett’s multiple comparisons test was used to determine statistical significance compared to the 28°C group at each time point. (B) qRT-PCR analysis of fapA transcription levels in 3-day-old macrocolony biofilms of PF07 cultured at different temperatures. The expression levels are relative to those at 28°C. Data are mean ± SD of three biological replicates with three technical replicates each. One-way ANOVA with Dunnett’s T3 multiple comparison test was used to determine statistical significance compared to the levels at 28°C. (C) Quantification of intracellular c-di-GMP levels in PF07 macrocolonies cultured at different temperatures. The c-di-GMP levels are expressed as a percentage relative to those at 28°C for 3 days. Data are mean ± SD of two biological replicates with three technical replicates each. Two-way ANOVA followed by Dunnett’s multiple comparisons test was used to determine statistical significance compared to the 28°C group at each time point. **P < 0.01, ****P < 0.0001.

Taken together, fapA expression and intracellular c-di-GMP levels exhibited a temperature-dependent pattern consistent with that of biofilm formation, indicating that low-temperature inhibition of Fap-dependent biofilm formation in PF07 is mediated by reduced intracellular c-di-GMP levels.

The DGC DebA and the PDE BifA are crucial for modulating intracellular c-di-GMP levels, fapA expression, and biofilm formation

The critical DGCs and PDEs governing intracellular c-di-GMP concentrations and subsequent biofilm formation in PF07 have not been identified to date. In previous work, we identified a predicted DGC gene in PF07 with markedly upregulated expression during macrocolony biofilm development (19); we thus hypothesized its involvement in biofilm regulation and designated this gene debA in the present study. Pseudomonads typically harbor multiple DGC and PDE genes. WspR and YfiN are well-characterized DGCs that regulate biofilm formation in Pseudomonads, whereas BifA and RbdA are representative PDEs that mediate biofilm dispersal (13, 33). Accordingly, we selected PF07 homologs of these proteins for comparative analysis with DebA (Fig. 5A). DebA was predicted to contain PAS, PAC, and GGDEF domains. A BLAST search of the DebA amino acid sequence against the Pseudomonas Genome Database (https://www.pseudomonas.com/) was performed using the following criteria: ≥ 60% query coverage, ≥ 60% identity, and E-value ≤ 1.0E−12. The results revealed the presence of DebA-type proteins in 24.17% (320/1324) of the complete Pseudomonas genomes, including P. fluorescens, P. extremaustralis, and P. putida. To validate the in vivo catalytic functions of these DGCs and PDEs, the corresponding genes were overexpressed in PF07 using an isopropyl β-D-1-thiogalactopyranoside (IPTG)-inducible vector, pMMB206Gm, and intracellular c-di-GMP levels were subsequently quantified. As depicted in Fig. 5B, wspR, yfiN, and debA overexpression strains (PF07+MMB wspR, PF07+MMB yfiN, and PF07+MMB debA, respectively) exhibited significantly elevated c-di-GMP levels compared to the control strain (PF07+MMB) after induction with 0.5 mM IPTG. Notably, debA overexpression produced the highest c-di-GMP levels. Conversely, bifA and rbdA overexpression strains (PF07+MMB bifA and PF07+MMB rbdA, respectively) produced significantly lower c-di-GMP levels relative to the control strain, with bifA overexpression causing a greater reduction than rbdA. These findings demonstrate that WspR, YfiN, and DebA possess DGC activity, with DebA exhibiting the highest activity, and that BifA and RbdA possess PDE activity, with BifA demonstrating greater activity than RbdA.

Fig 5.

Protein domains of c-di-GMP regulators in P. fluorescens biofilm formation. DebA increases while BifA decreases c-di-GMP levels and fapA expression. Images show distinct biofilm morphologies with the bifA mutant displaying a wrinkled phenotype.

DebA and BifA are critical for regulating intracellular c-di-GMP levels, fapA expression, and biofilm formation in P. fluorescens PF07. (A) Domain architecture prediction of WspR, YfiA, DebA, BifA, and RbdA in PF07 (GenBank accession numbers XTS04226.1, XTS04227.1, XTS04228.1, XTS04229.1, and XTS04230.1) using the publicly available SMART algorithm (34). The REC (receiver) domain is conserved in response regulators; the HAMP domain (found in histidine kinases, adenylyl cyclases, methyl-binding proteins, and phosphatases) is a signal transduction domain; the GGDEF (diguanylate cyclase) domain is conserved in proteins that produce c-di-GMP from two molecules of GTP; the EAL domain is found in c-di-GMP-degrading phosphodiesterases; the PAS domain is a signal transduction module, and the PAC domain contributes to the PAS fold—these two domains are often combined and collectively termed the PAS domain (35). Predicted membrane-spanning helices are shown as blue vertical boxes. (B) Intracellular c-di-GMP levels in strains overexpressing wspR, yfiA, debA, bifA, or rbdA. The five genes were expressed from the IPTG-inducible vector pMMB206Gm in PF07. The strains were cultured at 28°C on tryptone agar plates with 0.5 mM IPTG for 2 days. (C) Intracellular c-di-GMP levels were quantified in wspR, yfiA, debA, bifA, or rbdA mutants cultured on tryptone agar plates at 28°C for 2 days. (D) fapA transcription levels measured using a β-galactosidase activity assay. The reporter plasmid MCS5-PfapA-lacZ was transferred to wild-type PF07 or the indicated mutant strains. Colonies formed after 2 days of growth at 28°C were used to measure β-galactosidase activity. c-di-GMP levels and β-galactosidase activity are percentages relative to those of the wild-type control (PF07+MMB or PF07). Data are representative of two independent experiments with three technical replicates each and are shown as mean ± SD. One-way ANOVA was used to determine statistical significance compared to the wild-type control, followed by Dunnett’s multiple comparison test (*P < 0.05, **P < 0.01, ****P < 0.0001; ns, not significant). (E) Macrocolony biofilms of wild-type PF07 and ΔwspR, ΔyfiN, ΔdebA, ΔbifA, and ΔrbdA mutants on Congo red plates (scale bar = 1 cm). Representative images from at least three biological replicates are shown. (F) Macrocolony biofilms of the indicated strains formed on Congo red plates after 4 days of growth at 28°C (scale bar = 1 cm). (G) Pellicles of indicated strains formed at the air-liquid interface of static cultures after 3 days of growth at 28°C. Macrocolony biofilm and pellicle images are representative of three biological replicates. (H) SSA biofilm formation of the indicated strains. Biofilms were formed by strains in 96-well microplates cultured at 28°C for 24 and 48 h with gentle shaking (150 rpm). The biofilms were quantified by crystal violet staining (OD595) and normalized to planktonic cell growth (OD600). The amount of biofilm is expressed as a percentage relative to that of PF07+MCS5. Data are mean ± SD of eight biological replicates. Two-way ANOVA with Dunnett’s multiple comparison test was used to determine statistical significance compared to PF07+MCS5 (****P < 0.0001; ns, not significant).

We then sought to ascertain the significance of these DGCs and PDEs in modulating intracellular c-di-GMP levels and the subsequent regulation of fapA expression in PF07. In-frame deletion mutants of wspR, yfiN, debA, bifA, and rbdA were constructed (Fig. S4), and their c-di-GMP levels were quantified after 2 days of culture at 28°C. As illustrated in Fig. 5C, c-di-GMP levels were significantly reduced in all three DGC mutant strains (ΔwspR, ΔyfiN, and ΔdebA) compared to the wild-type strain, with ΔdebA exhibiting the lowest level, at 48.99% of the wild-type level. For the two PDE deletion mutants (ΔbifA and ΔrbdA), only ΔbifA exhibited significantly increased c-di-GMP levels relative to the wild-type strain, reaching 170.49%. Additionally, a fapA promoter-lacZ fusion reporter plasmid was used to assess fapA expression levels in the mutant strains (Fig. 5D). Deletion of debA reduced the fapA promoter activity to 56.66% of the wild-type strain, whereas deletion of bifA increased promoter activity to 278.71% of the wild-type strain. In contrast, deleting wspR, yfiN, or rbdA did not significantly affect fapA expression. These findings indicate that DebA and BifA are critical for modulating intracellular c-di-GMP levels and fapA expression at 28°C.

Given the established influence of intracellular c-di-GMP levels and fap expression on the macrocolony biofilm phenotype (20), biofilm morphology assays were conducted on Congo red plates with the mutant strains. As shown in Fig. 5E, the ΔwspR, ΔyfiN, and ΔrbdA mutants formed red and wrinkled macrocolonies after a 3-day incubation at 28°C and were phenotypically comparable to the wild-type PF07. However, ΔdebA macrocolonies remained smooth on day 3 and began wrinkling on day 4, exhibiting delayed and diminished wrinkle formation, while ΔbifA macrocolonies exhibited wrinkling by day 2, with accelerated and enhanced wrinkling. In addition, all strains formed white colonies with a smooth morphology at 15°C, with the exception of ΔbifA, which developed a slightly reddish hue after 5 days of incubation. These observations demonstrate that DebA and BifA are essential DGC and PDE, respectively, for the formation of the red and wrinkled macrocolonies.

The influence of DebA and BifA on the formation of diverse biofilm types was also investigated. The full-length debA and bifA genes, each under the control of their native promoters, were overexpressed in the wild-type PF07 using the expression vector pBBR1MCS-5, generating PF07+MCS5 debA and PF07+MCS5 bifA, respectively. The empty vector was also introduced into the wild-type PF07, ΔdebA, and ΔbifA strains, generating PF07+MCS5, ΔdebA+MCS5, and ΔbifA+MCS5, respectively. Macrocolony biofilms, pellicles, and SSA biofilms of the five strains were comparatively analyzed at 28°C. Relative to the wild-type control (PF07+MCS5), PF07+MCS5 debA and ΔbifA+MCS5 colonies exhibited increased wrinkling after 4 days of growth, whereas ΔdebA+MCS5 and PF07+MCS5 bifA colonies showed reduced wrinkling, particularly PF07+MCS5 bifA, which formed pale and smooth colonies (Fig. 5F). Similarly, PF07+MCS5 debA and ΔbifA+MCS5 produced thicker and more wrinkled pellicles compared to PF07+MCS5, whereas ΔdebA+MCS5 and PF07+MCS5 bifA exhibited turbid growth with impaired pellicle formation (Fig. 5G). After 24 and 48 h of incubation in 96-well microplates, SSA biofilm biomass of PF07+MCS5 debA and ΔbifA+MCS5 increased to 1.78–5.43 times that of PF07+MCS5, while that of PF07+MCS5 bifA was reduced to 6.29% and 26.25% of PF07+MCS5, respectively. The biofilm biomass of ΔdebA+MCS5 was comparable to that of PF07+MCS5 after 24 h but decreased to 18.71% of PF07+MCS5 after 48 h (Fig. 5H). These findings highlight the critical roles of DebA and BifA in macrocolony biofilm, pellicle, and SSA biofilm formation at 28°C.

Low temperature primarily represses DebA protein expression and promotes certain PDE expression

Given that DebA and BifA are crucial for modulating intracellular c-di-GMP levels, fapA expression, and biofilm formation in PF07, we hypothesized that temperature may control biofilm formation by regulating the expression of DebA and BifA. To investigate whether incubation temperature modulates intracellular DGC and PDE activities by regulating debA and bifA expression, wild-type PF07, ΔdebA, and ΔbifA strains were cultured at 28°C, 15°C, and 4°C, and the total DGC/PDE activities of these strains were assayed at 28°C. For DGC activity (Fig. 6A), deletion of debA resulted in significantly lower total intracellular DGC activity than that of the wild-type strain across all three culture temperatures, with activity levels as low as 9.58% of the wild-type when cultured at 28°C. This result is consistent with the findings in Fig. 5, further confirming that DebA plays a critical role in regulating intracellular c-di-GMP synthesis. In addition, total DGC activities in wild-type PF07 and the ΔbifA mutant cultured at 15°C or 4°C were significantly lower than those in the 28°C controls, whereas ΔdebA DGC activity was unresponsive to temperature fluctuations. These results suggest that low temperatures reduce intracellular DGC activity primarily by suppressing debA expression. For PDE activity (Fig. 6B), bifA deletion led to a marked decrease in total intracellular PDE activity regardless of culture temperature. This finding also aligns with the results in Fig. 5, further verifying that BifA is a key PDE mediating intracellular c-di-GMP degradation. Meanwhile, total intracellular PDE activity in wild-type PF07 and the ΔdebA mutant cultured under the low temperature conditions was significantly higher than that in their 28°C counterparts, and deletion of bifA did not abrogate the temperature responsiveness of PDE activity. These results suggest that low-temperature cultivation enhances total intracellular PDE activity, likely via inducing the expression of additional PDE genes.

Fig 6.

Bar charts showing an inverse relationship between DGC and PDE enzyme activities. Lower temperatures reduce DGC while enhancing PDE activity. Gene expression analysis shows bifA transcription increases, but debA translation decreases at cold temperatures.

Expression analysis of debA and bifA genes in PF07 under different temperatures. (A and B) The ΔdebA, ΔbifA mutants, and the wild-type PF07 were cultured at different temperatures for 3 days, followed by the determination of total diguanylate cyclase (DGC) (A) and phosphodiesterase (PDE) activities (B) at 28°C. The enzyme activities are presented as percentages relative to those of PF07 cultured at 28°C. Data are representative of at least two independent experiments with three technical replicates each and are shown as mean ± SD. Two-way ANOVA followed by Dunnett’s multiple comparison test was used to determine statistical significance compared to PF07 cultured at 28°C (**P < 0.01, ***P < 0.001, ****P < 0.0001; ns, not significant). (C and D) Transcriptional and translational levels of debA and bifA at different temperatures were detected using transcriptional fusion (C) and translational fusion (D) with lacZ. In transcriptional fusion vectors, a short sequence containing a Hind III site, three tandem stop codons, and a consensus ribosomal binding site (RBS) was inserted upstream of the lacZ open reading frame (ORF), whereas only the Hind III site was retained in translational fusion vectors. debA or bifA, including its native promoter and partial ORF, was inserted into the Hind III site to generate transcriptional/translational fusion with lacZ. The arrows indicate translation initiation codon positions. The reporter vectors were introduced into wild-type PF07, with β-galactosidase activity assayed to evaluate the transcriptional or translational levels. Values are percentages relative to the transcriptional or translational levels of debA at 28°C for 3 days. Data are representative of at least two independent experiments with three technical replicates each and are shown as mean ± SD. Two-way ANOVA was used to determine statistical significance compared to the levels at 28°C for 3 days, followed by Dunnett’s multiple comparison test (****P < 0.0001; ns, not significant).

To further clarify how incubation temperature affects debA and bifA expression, we constructed transcriptional and translational fusion vectors in which each target gene—including its native promoter and partial open reading frame (ORF)—was fused to the lacZ reporter gene. PF07 strains harboring these reporter vectors were cultured at 28°C, 15°C, and 4°C, and β-galactosidase activity assays were performed to assess the effects of incubation temperature on debA and bifA expression at both the transcriptional (Fig. 6C) and translational levels (Fig. 6D). The results show that, compared with the 28°C controls, low temperatures (15°C and 4°C) significantly repressed debA transcription and translation. In contrast, low temperatures strongly promoted bifA transcription but had no significant effect on its translation. Additionally, our qRT-PCR results also confirm that low temperatures significantly repress the transcription of debA while promoting that of bifA (Fig. S5). Collectively, these data indicate that low temperatures markedly reduce DebA protein levels but do not affect BifA protein levels.

Taken together, our findings demonstrate that low temperatures reduce total intracellular DGC activity primarily by repressing DebA protein expression, while simultaneously enhancing total intracellular PDE activity via upregulating the expression of certain uncharacterized PDE genes.

DebA harbors a PAS domain that enhances its thermal stability at elevated temperatures and exhibits a higher optimal temperature than BifA

DebA harbors an N-terminal PAS domain, a structural module typically involved in environmental signal sensing to modulate enzymatic properties (2, 24). To characterize the role of this domain in DebA function, we heterologously expressed and purified N-terminally His-tagged full-length DebA and its PAS domain deletion mutant (DebAΔPAS) (Fig. S6), followed by performing temperature-dependent enzymatic activity assays over a temperature range of 4°C–42°C (Fig. 7A). Both enzymes exhibited a characteristic bell-shaped activity profile, with activity increasing to an optimal temperature before declining due to thermal denaturation. However, full-length DebA reached a maximum activity at 28°C, whereas DebAΔPAS peaked at 20°C, representing an 8°C reduction in the optimal temperature. Notably, DebA and DebAΔPAS displayed comparable DGC activity at 20°C; DebAΔPAS activity declined immediately above this temperature, while DebA retained elevated activity up to 28°C, at which point it exhibited a maximal activity advantage relative to DebAΔPAS. These results demonstrate that the PAS domain can enhance DebA’s thermal stability and DGC activity at elevated temperatures.

Fig 7.

Line graphs depicting temperature-dependent enzymatic activity. DebA shows maximum activity at 28°C, DebAΔPAS at 20°C, and BifA performs optimally at cooler temperatures of 15°C–20°C, while DebA functions best at warmer conditions.

Temperature-dependent enzymatic activity of purified DebA, DebAΔPAS, and BifA proteins. (A) DGC activities of DebA and DebAΔPAS are expressed as c-di-GMP produced per nmol of purified protein per hour. (B) The enzymatic activities of DebA and BifA at different temperatures are presented as percentages of their activities measured at their respective optimal temperatures. Data are representative of at least two independent experiments with three technical replicates each and are shown as mean ± SD.

To further compare the thermal tolerance of DebA and BifA, we also purified a truncated BifA lacking its predicted transmembrane region (Fig. S6) and conducted parallel temperature-dependent activity assays with the purified DebA and BifA proteins (Fig. 7B). The data revealed distinct thermal preferences between the two enzymes: DebA displayed an optimal reaction temperature of 28°C, whereas BifA exhibited a substantially lower optimal temperature of 15°C. At 28°C, DebA maintained peak catalytic activity, while BifA activity was reduced to 44.03% of its maximum level. Conversely, at 4°C, DebA retained merely 16.79% of its peak activity, whereas BifA maintained 75.26% of its maximal activity at this low temperature. These results indicate that BifA exhibits typical characteristics of a cold-adapted enzyme, including high catalytic activity at low temperatures and poor thermostability at elevated temperatures (36). In contrast, DebA displays low activity at low temperatures and high thermostability at 28°C. This striking discrepancy in thermal tolerance between DebA and BifA can amplify the effects of temperature fluctuations on intracellular c-di-GMP pools.

DISCUSSION

This investigation sought to elucidate the influence of temperature on biofilm development in P. fluorescens PF07, a psychrotrophic food spoiler known to produce Fap as a primary constituent of its biofilm matrix (19). Our findings indicated that reduced temperatures impede Fap-dependent biofilm formation by downregulating intracellular c-di-GMP levels. Furthermore, we identified a novel DGC (DebA) and a cold-adapted PDE (BifA), which are coordinately regulated by temperature at both the protein expression and enzymatic activity levels and, in turn, modulate biofilm formation in this strain.

Temperature is a critical environmental signal governing biofilm formation across numerous bacterial species. Our data demonstrate that reduced temperatures (15°C and 4°C) significantly attenuate macrocolony biofilm development and matrix production in P. fluorescens PF07 compared to 28°C (Fig. 1), a phenotype consistent with that of UK4, another Fap-producing P. fluorescens strain (Fig. S1). Low temperatures also suppress pellicle and SSA biofilm formation in PF07 (Fig. 2). These observations align with reports of temperature-dependent biofilm regulation in foodborne pathogens. For example, the impaired biofilm formation at low temperatures has been documented in Listeria monocytogenes, Salmonella enterica serotype Kentucky, and Vibrio parahaemolyticus (6, 29, 37). Notably, a previous study on P. fluorescens PF07 reported SSA biofilm phenotypes at low temperatures that contradict those observed in the present study (38). This discrepancy is most likely attributable to differences in experimental conditions: the authors cultured PF07 statically in a very small volume for an extended incubation period (200 μL, 196 h) and did not normalize biofilm biomass to planktonic cell density. In contrast, low temperatures promote biofilm formation in V. cholerae and P. aeruginosa (14, 39), highlighting interspecies variability in temperature-mediated biofilm regulation likely driven by divergent adaptive strategies to temperature fluctuations.

The mechanism by which low temperature inhibits biofilm formation in PF07 was further investigated. We first found that fap gene expression and intracellular c-di-GMP levels were significantly decreased at low temperatures (15°C and 4°C) (Fig. 3 and 4). Our previous work demonstrated that PF07 employs the c-di-GMP/BrfA/Fap signaling pathway to regulate biofilm formation (20), a finding that is further validated in the present study (Fig. S3). These results indicate that low temperature inhibits fap gene expression and biofilm formation via the c-di-GMP signaling pathway. However, temperature exerts an opposite regulatory pattern on the expression of fliC and aprA compared with that of fapA (Fig. 3A through D). The fliC gene is regulated by the transcriptional regulator FleQ, whose activity has been shown to be inhibited by c-di-GMP in P. aeruginosa (30, 40). Temperature may therefore also control fliC expression and bacterial motility in PF07 by modulating intracellular c-di-GMP levels and FleQ activity. The production of AprA was reported to be significantly reduced when Fap was overexpressed in P. aeruginosa (32); thus, the opposite expression patterns of fapA and aprA in PF07 are expected. How temperature regulates aprA expression remains to be elucidated in future work.

Intracellular c-di-GMP levels in bacteria are typically modulated by multiple DGCs and PDEs. In PF07, we found that DebA and BifA play more critical roles in regulating intracellular c-di-GMP levels, fap gene expression, and biofilm formation compared with the well-characterized c-di-GMP metabolic enzymes WspR, YfiN, and RbdA (Fig. 5). The results shown in Fig. 5B confirmed that DebA and BifA exhibit enhanced enzymatic activity, which is likely the primary driver of this observed functional discrepancy. Distinct c-di-GMP metabolic enzymes may also exhibit divergent regulatory functions due to differences in their environmental signal responsiveness, subcellular localization, and protein–protein interactions (2, 12, 41). We further found that temperature modulates intracellular c-di-GMP levels by coordinately regulating the abundance of DGCs and PDEs. Specifically, low temperatures reduce intracellular DGC activity primarily by suppressing debA expression (Fig. 6A, C, and D). In contrast, low temperatures robustly upregulate bifA transcription but exert no significant effect on its translation, instead modulating the expression of certain other uncharacterized PDE genes (Fig. 6B through D). In Escherichia coli, temperature regulates the expression of several DGC and PDE genes by controlling the level of RpoS, a global regulator of stationary-phase responses (42). In P. putida, bifA transcription is subject to cascading regulation by two transcription factors, FleQ and FliA (27, 30). In PF07, the transcription of bifA is also likely regulated by these two factors. However, the discordance exists between the transcription and translation of bifA, suggesting the involvement of post-transcriptional or translational-level regulation in this process. The specific molecular mechanisms by which temperature modulates the expression of debA and bifA in PF07 deserve further investigation in future studies.

Finally, we revealed that temperature regulates intracellular c-di-GMP levels through differential modulation of DebA and BifA enzymatic activities in PF07, a regulatory mode that has not been previously reported. DebA harbors a PAS domain that enhances its thermal stability at elevated temperatures and endows DebA with a higher optimal temperature than BifA (Fig. 7). This function of the PAS domain shares similarities with the thermosensory PAS domain identified in the DGC TdcA from P. aeruginosa (24), as both domains contribute to increased enzyme activity at elevated temperatures. However, DebA and TdcA exhibit distinct rate-temperature dependencies, as quantified by the Q10 temperature coefficient (the fold change in reaction rate with a 10°C increase in temperature). In the present study, DebA exhibits a Q₁₀ value of ~2, consistent with the typical rate-temperature dependencies of most enzymes (24). In contrast, the PAS domain of TdcA confers an extremely high Q₁₀ value of 135, a value analogous to that of thermosensitive transient receptor potential proteins, thus validating its designation as a thermosensory PAS domain. By comparison, the enhancement of enzymatic activity at elevated temperatures by the PAS domain of DebA is less prominent than that mediated by the thermosensitive PAS domain of TdcA. Furthermore, we report the first identification of BifA as a canonical cold-adapted PDE from the psychrotrophic strain PF07. Most cold-adapted enzymes retain high catalytic activity at 20°C–25°C and maintain over 40%–50% of their maximum activity at 0–10°C (43). BifA has an optimal temperature of 15°C and retains 75.25% of its maximum activity at 4°C, demonstrating superior cold tolerance compared to most characterized cold-adapted enzymes. Psychrophilic and psychrotrophic microorganisms typically adapt to low-temperature environments by evolving cold-adapted enzymes, which compensate for the adverse effects of low temperatures by increasing structural flexibility. This structural flexibility may be associated with the entire protein or specific structural regions, particularly those involved in catalysis (36, 44). Taken together, the PAS domain of DebA enhances its thermal stability, and BifA exhibits exceptional cold tolerance; these properties together enable temperature to differentially regulate their enzymatic activities. This coordinated regulation ultimately achieves the precise control of intracellular c-di-GMP levels in PF07.

Integrating the data from the present study, we propose a novel regulatory model in which temperature coordinately regulates DebA and BifA at both the protein expression and enzymatic activity levels to modulate intracellular c-di-GMP levels and subsequent biofilm formation (Fig. 8). At a relatively high temperature (28°C), DebA is highly expressed and maintains robust catalytic activity via its PAS domain, whereas BifA exhibits low activity due to its thermolability. This combinatorial effect enhances c-di-GMP synthesis and reduces its degradation, leading to elevated intracellular c-di-GMP levels that promote biofilm formation via the c-di-GMP/BrfA/Fap pathway. In contrast, at low temperatures (15°C and 4°C), DebA expression and activity are diminished, while BifA retains high activity owing to its high cold tolerance. This functional shift decreases c-di-GMP synthesis and accelerates its degradation, yielding low intracellular c-di-GMP levels that consequently inhibit fap expression and biofilm formation. This study reveals a novel model by which temperature governs biofilm formation via the c-di-GMP signaling pathway in the psychrotrophic food spoiler P. fluorescens PF07. This regulatory process centers on the coordinated regulation of the expression and enzymatic activity of two key enzymes: the novel DGC DebA and the cold-adapted PDE BifA, orthologs of which are widely distributed across Pseudomonas species. These findings thus identify promising molecular targets for the development of strategies to combat biofilm formation by psychrotrophic pseudomonads in food ecosystems.

Fig 8.

Diagram compares c-di-GMP regulation in P. fluorescens. At 28°C, high DebA and low BifA activity increase c-di-GMP levels, promoting fap gene transcription and biofilm formation. At low temperatures, low DebA and high BifA activity reduce c-di-GMP.

A temperature-dependent regulatory model for c-di-GMP-mediated biofilm formation in P. fluorescens PF07. At 28°C, high DebA expression and PAS domain-dependent catalytic activity, paired with thermolabile BifA, elevate intracellular c-di-GMP levels, which promote robust biofilm formation via the c-di-GMP/BrfA/Fap pathway. At 15°C or 4°C, reduced DebA expression and activity, alongside cold-stable BifA, decrease c-di-GMP synthesis and accelerate its degradation, leading to low intracellular c-di-GMP levels that repress fap expression and inhibit biofilm formation.

MATERIALS AND METHODS

Bacterial strains and growth conditions

The E. coli strains, P. fluorescens strains, and plasmids used in this study are detailed in Table 1. P. fluorescens strains were generally grown in Luria-Bertani broth (LB) or tryptone broth (10 g/L tryptone) at 28°C. E. coli S17-1/λpir was used for cloning and conjugation and was routinely cultured in LB medium at 37°C. P. fluorescens PF07 was cultured on sterile salmon muscle juice agar in the designated experiments. The preparation of this sterile agar was carried out according to the method described by Dalgaard (45) with minor modifications. Briefly, salmon pieces were homogenized with 100 mL of sterile water per 100 g of tissue. The homogenate was boiled for 5 min, filtered through gauze, and centrifuged at 4,696 × g for 30 min. To the resulting supernatant, 0.1 M phosphate buffer (pH 6.8) and 1.5% (wt/vol) agar were added; the mixture was then sterilized at 105°C for 10 min to yield sterile salmon muscle juice agar. To compensate for dilution and heat decomposition, L-cysteine and L-methionine were supplemented to a final concentration of 40 mg/L each. Antibiotics were used as needed at the following activity-corrected concentrations: for E. coli, gentamicin (Gm) at 10 μg/mL, tetracycline (Tc) at 10 μg/mL, and ampicillin (Ap) at 100 μg/mL; for P. fluorescens, Gm at 50 μg/mL for transconjugant screening, Gm at 5 or 10 µg/mL for plasmid maintenance, and Tc at 12 μg/mL for screening.

TABLE 1.

Bacterial strains and plasmids used in this study

Strain or plasmid Description Reference or source
Escherichia coli strains
 BL21(DE3) F ompT hsdSB (rB mB) gal dcm (DE3) Lab stock
 S17-1/λpir recA1 endA1 thiE1 pro-82 creC510 hsdR17 RP4-2(Km:Tn7 Tc:Mu-1), λpir, TprSmr (46)
Pseudomonas fluorescens strains
 PF07 An isolate from refrigerated large yellow croaker (20)
 UK4 Isolated from drinking water reservoir DSMZ
 ΔdebA PF07, debA deletion mutant This work
 ΔwspR PF07, wspR deletion mutant This work
 ΔyfiN PF07, yfiN deletion mutant This work
 ΔbifA PF07, bifA deletion mutant This work
 ΔrbdA PF07, rbdA deletion mutant This work
Plasmids
 pT18mobsacB Mobilizable vector for gene disruption, Tetr Addgene
 pT18-debA-updown Suicide plasmid pT18mobsacB containing up and down homologous region of debA, Tetr This work
 pT18-wspR-updown Suicide plasmid pT18mobsacB containing up and down homologous region of wspR, Tetr This work
 pT18-yfiN-updown Suicide plasmid pT18mobsacB containing up and down homologous region of yfiN, Tetr This work
 pT18-bifA-updown Suicide plasmid pT18mobsacB containing up and down homologous region of bifA, Tetr This work
 pT18-rbdA-updown Suicide plasmid pT18mobsacB containing up and down homologous region of rbdA, Tetr This work
 pMMB206 Expression vector, IncQ lacIq Ptac-lac lacZα Δbla cat (Cmr) (47)
 pBBR1MCS-5 Expression vector, Plac lacZα, Gmr (48)
 pMMB206Gm pMMB206 Δcat gen (Gmr) This work
 pMMB-debA pMMB206Gm with debA, Gmr This work
 pMMB-wspR pMMB206Gm with wspR, Gmr This work
 pMMB-yfiN pMMB206Gm with yfiN, Gmr This work
 pMMB-bifA pMMB206Gm with bifA, Gmr This work
 pMMB-rbdA pMMB206Gm with rbdA, Gmr This work
 pMCS5-debA pBBR1MCS-5 containing debA with its own promoter, Gmr This work
 pMCS5-bifA pBBR1MCS-5 containing bifA with its own promoter, Gmr (20)
 pMCS5-lacZ lacZ transcriptional fusion reporter vector derived from pBBR1MCS-5, Gmr (20)
 pMCS5::lacZ lacZ translational fusion reporter vector derived from pBBR1MCS-5, Gmr This work
 pMCS5-PfapA-lacZ fapA transcriptional fusion reporter vector derived from pMCS5-lacZ, Gmr (20)
 pMCS5-PdebA-lacZ debA transcriptional fusion reporter vector derived from pMCS5-lacZ, Gmr This work
 pMCS5-PbifA-lacZ bifA transcriptional fusion reporter vector derived from pMCS5-lacZ, Gmr This work
 pMCS5-PdebA::lacZ debA translational fusion reporter vector derived from pMCS5-lacZ, Gmr This work
 pMCS5-PbifA::lacZ bifA translational fusion reporter vector derived from pMCS5-lacZ, Gmr This work
 pET28a T7/his-tag expression vector, Kmr Lab stock
 pET28a::debA pET28a harboring debA (bp 1-1014 of its ORF), Kmr This work
 pET28a::debAΔREC pET28a harboring debAΔPAS (bp 415-1014 of the debA ORF), Kmr This work
 pET28a::bifA pET28a harboring bifA (bp 544-2052 of its ORF) This work

Macrocolony biofilm observation

A 5-μL aliquot of an overnight LB culture was spotted onto Congo red agar plates (1% tryptone, 1.2% agar, 30 μg/mL Congo red, and 10 μg/mL Coomassie brilliant blue G250). The plates were incubated at 4°C, 15°C, 23°C, 28°C, 33°C, and 37°C for 13 days in high-precision temperature-controlled incubators (temperature fluctuation: ± 0.5°C). At least six biological replicates were performed for each strain, and macrocolony images were captured daily. In addition, macrocolonies incubated for 3, 5, and 13 days at the aforementioned temperatures on tryptone agar plates (without Congo red and Coomassie brilliant blue G250) were gently scraped from the plates and examined using TEM (Hitachi H-600, Japan) according to a previously described protocol (19).

Matrix quantification

Matrix quantification was performed using the Congo red binding assay, a method described previously (2). Briefly, a 5-μL aliquot of an overnight preculture was spotted onto tryptone agar plates or fish juice agar plates and incubated at 28°C, 15°C, or 4°C for 3, 5, 9, and 13 days. Three colonies were scraped from the plates, resuspended in 1 mL phosphate-buffered saline (PBS) supplemented with 40 μg/mL Congo red dye, and incubated at 28°C for 1 h. Three parallel samples were prepared under each condition. Samples were centrifuged at 13,800 × g for 2 min, and the resulting supernatants were transferred to a clear 96-well plate. Absorbance at 490 nm was measured in triplicate using a plate reader (Tecan, Switzerland), with PBS containing 40 μg/mL Congo red serving as the no-matrix standard.

Pellicle formation assay

Overnight cultures were inoculated at a 1:1,000 dilution into 6 mL of fresh sterile tryptone broth (~106 cfu/mL). The cultures were incubated statically in glass tubes at 28°C, 15°C, or 4°C for 13 days. Photographs were captured daily to monitor pellicle formation at the air-liquid interface of the static cultures. Assays were performed in triplicate.

Growth determination and crystal violet assay

An overnight culture was diluted 1:1,000 to a final concentration of ~10⁶ cfu/mL in tryptone broth. Subsequently, 2 mL of the dilution culture was added to a 24-well polystyrene microplate and incubated at 28°C, 15°C, or 4°C with shaking at 130 rpm. The optical density at 600 nm (OD600) was measured to determine bacterial growth at the following time points: 12, 24, 48, 72, 96, 120, 144, 168, 192, and 216 h. Biofilm formation in the 24-well microplates was quantified by crystal violet staining following a protocol similar to that used for 96-well microplates, as previously described (49). After the culture was removed, the wells were washed with running distilled water and stained with 2.5 mL of a 1% crystal violet solution for 15 min. The stained biofilms were washed thoroughly with running water and allowed to air dry. Crystal violet bound to the biofilms was dissolved in 2.5 mL of ethanol for 30 min, and biofilm formation was quantified by measuring the OD595. Eight biological replicates were used for each temperature condition at each time point, and the experiment was repeated at least twice independently.

Extraction and quantification of intracellular c-di-GMP

c-di-GMP was extracted and quantified as previously described (20). Four macrocolonies cultured on tryptone agar plates or fish juice agar plates were scraped into 5 mL of PBS and washed once with PBS. The resulting pellets were resuspended in PBS and heated at 100°C for 5 min. Ethanol was then added to a final concentration of 65%. The samples were centrifuged at 4,696 × g for 10 min, and the supernatant was evaporated to dryness via vacuum freeze-drying. The dried samples were dissolved in RNase-free water to analyze the c-di-GMP content using a c-di-GMP assay kit (Lucerna, USA). The protein content of each pellet was determined using a Bradford protein assay kit (Beyotime, China) after resuspending the pellets in 5 mL of 0.1 M NaOH and heating at 95°C for 15 min. Intracellular c-di-GMP levels were normalized to the total protein content of each sample.

RNA extraction, cDNA synthesis, and qRT-PCR

Total RNA was extracted from macrocolonies on tryptone plates using a TRIzol Plus RNA purification kit (Thermo Fisher, USA) according to the manufacturer’s instructions. Contaminating genomic DNA in the total RNA was removed using an RNase-free DNase set (Qiagen, Germany). cDNA was synthesized using SuperScript III First-Strand Synthesis SuperMix (Thermo Fisher, USA), and the resulting cDNA samples were subsequently analyzed by qRT-PCR using Power SYBR Green PCR master mix (Applied Biosystems, USA). The qRT-PCR primers are detailed in Table S1. The relative expression level of each target gene was calculated as 2-ΔΔCt (50), with the 16S rRNA gene serving as an internal control for normalization. All experiments were performed in triplicate using three independent biological cultures.

Plasmid and strain construction

The broad-host-range expression vector pMMB206 was modified to construct pMMB206Gm (47), in which a gentamicin resistance gene replaced the chloramphenicol resistance gene. This was achieved by amplifying the gentamicin resistance gene from pBBR1MCS-5 via PCR using the Gm-3/4 primer pair and ligating the resulting gentamicin resistance fragment to DraI-digested pMMB206 using a ClonExpress II one-step cloning kit (Vazyme, China). The expression vector pMMB206Gm was used to express wspR, yfiA, debA, bifA, and rbdA under the control of the IPTG-inducible promoter Ptaclac. The genes were PCR-amplified using the primer pairs wspR-A/B, yfiN-A/B, debA-A/B, bifA-A/B, and rbdA-A/B, and the resulting fragments were ligated to EcoRI-digested pMMB206Gm to yield pMMB-wspR, pMMB-yfiN, pMMB-debA, pMMB-bifA, and pMMB-rbdA.

Deletion mutants were constructed by allelic replacement with the suicide vector pT18mobsacB, as previously described (20). The expression plasmid pMCS5-debA was constructed to express the debA gene under the control of its native promoter. The complete debA gene with its native promoter was amplified using the primers debA-MCS-A/B and inserted into the Hind III site of pBBR1MCS-5 (48).

The lacZ transcriptional fusion reporter vector pMCS5-lacZ was constructed in our previous work (20). The ORF of lacZ was preceded by no promoter sequence but fused to a short DNA fragment containing a single Hind III restriction site, three tandem stop codons, and a consensus ribosomal binding site (RBS) (AAGCTTAGATGACTAAGGAGATATACAT). The translational fusion reporter vector pMCS5::lacZ was constructed by inverse PCR amplification of pMCS5-lacZ with the primer pair pHM25-1/2, followed by Hind III digestion and self-ligation of the resulting amplicon; this vector lacked the aforementioned short fragment but retained the Hind III site. The transcriptional and translational fusion fragments of debA, comprising its upstream regulatory and partial coding sequences, were PCR-amplified with the primer pairs debA-1/ZdebA-2 and debA-1/FdebA-2, respectively; those of bifA were amplified using the primer pairs bifA-1/ZbifA-2 and bifA-1/FbifA-2, respectively. Insertion of the transcriptional fusion fragments of both genes individually into the Hind III site of pMCS5-lacZ generated the transcriptional fusion reporter vectors pMCS5-PdebA-lacZ and pMCS5-PbifA-lacZ. Separately cloning the translational fusion fragments into pMCS5::lacZ yielded the translational fusion reporter vectors pMCS5-PdebA::lacZ and pMCS5-PbifA::lacZ.

Plasmids pET28a::debA, pET28a::debAΔREC, and pET28a::bifA were constructed for heterologous expression of His-tagged DebA, DebAΔREC, and BifA proteins in E. coli BL21(DE3). PCR amplicons of debA, debAΔREC, and bifA were generated using the primer pairs debAe-1/3, debAe-2/3, and bifAe-1/2, respectively, and subsequently cloned into the Nde I and Xho I restriction sites of pET28a.

All primers used in this study are listed in Table S1. All cloning steps involving PCR were verified by sequencing (Tsingke, Hangzhou, China). Plasmids were transferred to P. fluorescens strains by biparental mating using E. coli S17-1/λpir as the donor strain.

Expression and purification of recombinant proteins

The N-terminal His-tagged proteins His-DebA (amino acid residues 1–337; full-length DebA), His-DebAΔPAS (amino acid residues 139–337; PAS domain and its auxiliary PAC domain truncated), and His-BifA (amino acid residues 182–683; predicted transmembrane region truncated) were heterologously expressed in E. coli BL21(DE3) harboring plasmids pET28a::debA, pET28a::debAΔPAS, and pET28a::bifA, respectively. Overnight E. coli cultures were diluted 1:100 into 500 mL LB broth and shaken at 37°C to mid-log phase, after which recombinant protein expression was induced with 1 mM IPTG and incubated at 20°C for 12–14 h. Harvested cells were resuspended in lysis buffer (500 mM NaCl, 20 mM Tris-HCl, pH 8.0) and sonicated on ice. The soluble fraction was subsequently isolated by centrifugation at 4,696 × g and 4°C for 30 min, then filtered through a 0.45-μm pore-size filter. Target proteins were purified via Ni-NTA resin (Genscript, China), then concentrated and desalted with an Amicon Ultra-4 centrifugal filter unit (Merck, Germany). Protein concentrations were quantified with a Bradford Protein Assay Kit (Beyotime, China).

In vitro DGC/PDE activity assay

DGC activity was determined as c-di-GMP produced per mg of total protein or per nmol of purified protein per hour, whereas PDE activity was assessed as c-di-GMP degraded using the same units, according to a previously described method with minor modifications (51). For the assay of total intracellular DGC/PDE activity, macrocolonies grown on tryptone plates at different temperatures for 3 days were scraped off, and soluble total protein was extracted via sonication for subsequent activity determination. DGC assays were performed in 100 μL reaction mixtures containing ~0.1 mg of protein and DGC buffer (50 mM Tris-HCl, pH 8.0, 50 mM NaCl, 20 mM MgCl₂). Reactions were initiated by adding 100 μM GTP substrate, with substrate-free samples included as controls. After incubation at 28°C for 2 h, reactions were terminated by heating at 100°C for 5 min. Mixtures were centrifuged at 16,200 × g for 15 min, and the supernatants were collected. The amount of c-di-GMP produced in the supernatants was quantified using a c-di-GMP detection kit (Lucerna, USA). For PDE activity assays, 100 μL reaction mixtures were supplemented with 5 mM MnCl₂ in addition to the DGC reaction system. Heat-inactivated samples (100°C for 5 min) served as controls, and reactions were initiated by adding 50 μM c-di-GMP substrate. Following incubation at 28°C for 2 h, reactions were terminated by heating at 100°C for 5 min, and the mixtures were centrifuged at 16,200 × g for 15 min. The supernatants were collected, and the reduction in c-di-GMP levels was determined using the same c-di-GMP detection kit. For temperature-gradient activity assays of purified DebA, DebAΔPAS, and BifA proteins (4°C–42°C), the reaction system was identical to that used for total enzyme activity assays. The final concentrations of DebA and DebAΔPAS were adjusted to ~0.5 µM, and that of BifA to ~0.02 µM. Reaction mixtures were preincubated at the designated temperatures for 5 min before reactions were initiated by adding the GTP substrate or the c-di-GMP substrate.

β-Galactosidase assays

β-Galactosidase (LacZ) activity was quantified using a β-galactosidase activity assay kit (Sangon Biotech, China) as previously described (20). Briefly, 2-day-old macrocolonies of PF07 strains harboring a lacZ reporter plasmid cultured on tryptone plates were gently scraped into 1 mL of 0.9% NaCl. The samples were centrifuged and resuspended in 1 mL of extraction solution. The cells were disrupted by sonicating on ice, followed by centrifugation. The resulting supernatant was used to determine β-galactosidase activity. Experiments were performed in at least two independent biological replicates, with three technical replicates per sample.

Statistical analysis

All statistical analyses were performed using GraphPad Prism software (version 8.0.2). When mean values of more than two treatments were compared, analysis of variance (ANOVA) with a suitable post hoc test was performed. When the mean values of only two treatments were compared, an unpaired t-test was used. Statistical significance was defined as P < 0.05.

ACKNOWLEDGMENTS

This research was supported by grants from the National Natural Science Foundation of China (No. 32272273 to X.L.) and the Basic Scientific Research Funds of the Department of Education of Zhejiang Province (No. KYYB2024003 to Y.S.).

Contributor Information

Xiaoxiang Liu, Email: liuxx@hmc.edu.cn.

Sophie Roussel, Anses, Maisons-Alfort Laboratory for Food Safety, Maisons-Alfort, France.

SUPPLEMENTAL MATERIAL

The following material is available online at https://doi.org/10.1128/aem.02387-25.

Supplemental material. aem.02387-25-s0001.docx.

Fig. S1 to S5; Table S1.

aem.02387-25-s0001.docx (1.1MB, docx)
DOI: 10.1128/aem.02387-25.SuF1

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REFERENCES

  • 1. Malishev R, Abbasi R, Jelinek R, Chai L. 2018. Bacterial model membranes reshape fibrillation of a functional amyloid protein. Biochemistry 57:5230–5238. doi: 10.1021/acs.biochem.8b00002 [DOI] [PubMed] [Google Scholar]
  • 2. Okegbe C, Fields BL, Cole SJ, Beierschmitt C, Morgan CJ, Price-Whelan A, Stewart RC, Lee VT, Dietrich LEP. 2017. Electron-shuttling antibiotics structure bacterial communities by modulating cellular levels of c-di-GMP. Proc Natl Acad Sci USA 114:E5236–E5245. doi: 10.1073/pnas.1700264114 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3. Galié S, García-Gutiérrez C, Miguélez EM, Villar CJ, Lombó F. 2018. Biofilms in the food industry: health aspects and control methods. Front Microbiol 9:898. doi: 10.3389/fmicb.2018.00898 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4. Serra DO, Hengge R. 2014. Stress responses go three dimensional - the spatial order of physiological differentiation in bacterial macrocolony biofilms. Environ Microbiol 16:1455–1471. doi: 10.1111/1462-2920.12483 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5. Boyeldieu A, Ali Chaouche A, Ba M, Honoré FA, Méjean V, Jourlin-Castelli C. 2020. The phosphorylated regulator of chemotaxis is crucial throughout biofilm biogenesis in Shewanella oneidensis. NPJ Biofilms Microbiomes 6:54. doi: 10.1038/s41522-020-00165-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6. Roy PK, Ha A-W, Mizan MFR, Hossain MI, Ashrafudoulla M, Toushik SH, Nahar S, Kim YK, Ha S-D. 2021. Effects of environmental conditions (temperature, pH, and glucose) on biofilm formation of Salmonella enterica serotype Kentucky and virulence gene expression. Poult Sci 100:101209. doi: 10.1016/j.psj.2021.101209 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Remenant B, Jaffrès E, Dousset X, Pilet M-F, Zagorec M. 2015. Bacterial spoilers of food: behavior, fitness and functional properties. Food Microbiol 45:45–53. doi: 10.1016/j.fm.2014.03.009 [DOI] [PubMed] [Google Scholar]
  • 8. Wang Y, Hong X, Liu J, Zhu J, Chen J. 2020. Interactions between fish isolates Pseudomonas fluorescens and Staphylococcus aureus in dual-species biofilms and sensitivity to carvacrol. Food Microbiol 91:103506. doi: 10.1016/j.fm.2020.103506 [DOI] [PubMed] [Google Scholar]
  • 9. Xuan G, Liu X, Wang Y, Lin H, Jiang X, Wang J. 2024. Isolation, characterization, and application of a novel Pseudomonas fluorescens phage vB_PF_Y1-MI in contaminated milk. Mol Genet Genomics 299:97. doi: 10.1007/s00438-024-02179-6 [DOI] [PubMed] [Google Scholar]
  • 10. Langsrud S, Moen B, Møretrø T, Løype M, Heir E. 2016. Microbial dynamics in mixed culture biofilms of bacteria surviving sanitation of conveyor belts in salmon-processing plants. J Appl Microbiol 120:366–378. doi: 10.1111/jam.13013 [DOI] [PubMed] [Google Scholar]
  • 11. Wang H, Cai L, Li Y, Xu X, Zhou G. 2018. Biofilm formation by meat-borne Pseudomonas fluorescens on stainless steel and its resistance to disinfectants. Food Control 91:397–403. doi: 10.1016/j.foodcont.2018.04.035 [DOI] [Google Scholar]
  • 12. Zeng X, Huang M, Sun QX, Peng YJ, Xu X, Tang YB, Zhang JY, Yang Y, Zhang CC. 2023. A c-di-GMP binding effector controls cell size in a cyanobacterium. Proc Natl Acad Sci USA 120:e2221874120. doi: 10.1073/pnas.2221874120 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13. Fazli M, Almblad H, Rybtke ML, Givskov M, Eberl L, Tolker-Nielsen T. 2014. Regulation of biofilm formation in Pseudomonas and Burkholderia species. Environ Microbiol 16:1961–1981. doi: 10.1111/1462-2920.12448 [DOI] [PubMed] [Google Scholar]
  • 14. Townsley L, Yildiz FH. 2015. Temperature affects c-di-GMP signalling and biofilm formation in Vibrio cholerae. Environ Microbiol 17:4290–4305. doi: 10.1111/1462-2920.12799 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15. Newell PD, Yoshioka S, Hvorecny KL, Monds RD, O’Toole GA. 2011. Systematic analysis of diguanylate cyclases that promote biofilm formation by Pseudomonas fluorescens Pf0-1. J Bacteriol 193:4685–4698. doi: 10.1128/JB.05483-11 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16. McDonald MJ, Gehrig SM, Meintjes PL, Zhang X-X, Rainey PB. 2009. Adaptive divergence in experimental populations of Pseudomonas fluorescens. IV. Genetic constraints guide evolutionary trajectories in a parallel adaptive radiation. Genetics 183:1041–1053. doi: 10.1534/genetics.109.107110 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17. Collins AJ, Smith TJ, Sondermann H, O’Toole GA. 2020. From input to output: the Lap/c-di-GMP biofilm regulatory circuit. Annu Rev Microbiol 74:607–631. doi: 10.1146/annurev-micro-011520-094214 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18. Monds RD, Newell PD, Gross RH, O’Toole GA. 2007. Phosphate-dependent modulation of c-di-GMP levels regulates Pseudomonas fluorescens Pf0-1 biofilm formation by controlling secretion of the adhesin LapA. Mol Microbiol 63:656–679. doi: 10.1111/j.1365-2958.2006.05539.x [DOI] [PubMed] [Google Scholar]
  • 19. Guo M, Tan S, Zhu J, Sun A, Du P, Liu X. 2022. Genes involved in biofilm matrix formation of the food spoiler Pseudomonas fluorescens PF07. Front Microbiol 13:881043. doi: 10.3389/fmicb.2022.881043 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20. Guo M, Tan S, Wu Y, Zheng C, Du P, Zhu J, Sun A, Liu X. 2024. BrfA functions as a bacterial enhancer-binding protein to regulate functional amyloid Fap-dependent biofilm formation in Pseudomonas fluorescens by sensing cyclic diguanosine monophosphate. Microbiol Res 287:127864. doi: 10.1016/j.micres.2024.127864 [DOI] [PubMed] [Google Scholar]
  • 21. Zeng G, Vad BS, Dueholm MS, Christiansen G, Nilsson M, Tolker-Nielsen T, Nielsen PH, Meyer RL, Otzen DE. 2015. Functional bacterial amyloid increases Pseudomonas biofilm hydrophobicity and stiffness. Front Microbiol 6:1099. doi: 10.3389/fmicb.2015.01099 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22. Taglialegna A, Lasa I, Valle J. 2016. Amyloid structures as biofilm matrix scaffolds. J Bacteriol 198:2579–2588. doi: 10.1128/JB.00122-16 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23. Schmidt A, Hammerbacher AS, Bastian M, Nieken KJ, Klockgether J, Merighi M, Lapouge K, Poschgan C, Kölle J, Acharya KR, Ulrich M, Tümmler B, Unden G, Kaever V, Lory S, Haas D, Schwarz S, Döring G. 2016. Oxygen-dependent regulation of c-di-GMP synthesis by SadC controls alginate production in Pseudomonas aeruginosa. Environ Microbiol 18:3390–3402. doi: 10.1111/1462-2920.13208 [DOI] [PubMed] [Google Scholar]
  • 24. Almblad H, Randall TE, Liu F, Leblanc K, Groves RA, Kittichotirat W, Winsor GL, Fournier N, Au E, Groizeleau J, et al. 2021. Bacterial cyclic diguanylate signaling networks sense temperature. Nat Commun 12:1986. doi: 10.1038/s41467-021-22176-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25. Matilla MA, Travieso ML, Ramos JL, Ramos-González MI. 2011. Cyclic diguanylate turnover mediated by the sole GGDEF/EAL response regulator in Pseudomonas putida: its role in the rhizosphere and an analysis of its target processes. Environ Microbiol 13:1745–1766. doi: 10.1111/j.1462-2920.2011.02499.x [DOI] [PubMed] [Google Scholar]
  • 26. Ramos-González MI, Travieso ML, Soriano MI, Matilla MA, Huertas-Rosales Ó, Barrientos-Moreno L, Tagua VG, Espinosa-Urgel M. 2016. Genetic dissection of the regulatory network associated with high c-di-GMP levels in Pseudomonas putida KT2440. Front Microbiol 7:1093. doi: 10.3389/fmicb.2016.01093 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27. Xiao Y, Liu H, Nie H, Xie S, Luo X, Chen W, Huang Q. 2017. Expression of the phosphodiesterase BifA facilitating swimming motility is partly controlled by FliA in Pseudomonas putida KT2440. Microbiologyopen 6:e00402. doi: 10.1002/mbo3.402 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28. Dueholm MS, Petersen SV, Sønderkær M, Larsen P, Christiansen G, Hein KL, Enghild JJ, Nielsen JL, Nielsen KL, Nielsen PH, Otzen DE. 2010. Functional amyloid in Pseudomonas. Mol Microbiol 77:1009–1020. doi: 10.1111/j.1365-2958.2010.07269.x [DOI] [PubMed] [Google Scholar]
  • 29. Han N, Mizan MFR, Jahid IK, Ha S-D. 2016. Biofilm formation by Vibrio parahaemolyticus on food and food contact surfaces increases with rise in temperature. Food Control 70:161–166. doi: 10.1016/j.foodcont.2016.05.054 [DOI] [Google Scholar]
  • 30. Dasgupta N, Wolfgang MC, Goodman AL, Arora SK, Jyot J, Lory S, Ramphal R. 2003. A four-tiered transcriptional regulatory circuit controls flagellar biogenesis in Pseudomonas aeruginosa. Mol Microbiol 50:809–824. doi: 10.1046/j.1365-2958.2003.03740.x [DOI] [PubMed] [Google Scholar]
  • 31. Reimmann C, Valverde C, Kay E, Haas D. 2005. Posttranscriptional repression of GacS/GacA-controlled genes by the RNA-binding protein RsmE acting together with RsmA in the biocontrol strain Pseudomonas fluorescens CHA0. J Bacteriol 187:276–285. doi: 10.1128/JB.187.1.276-285.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32. Herbst F-A, Søndergaard MT, Kjeldal H, Stensballe A, Nielsen PH, Dueholm MS. 2015. Major proteomic changes associated with amyloid-induced biofilm formation in Pseudomonas aeruginosa PAO1. J Proteome Res 14:72–81. doi: 10.1021/pr500938x [DOI] [PubMed] [Google Scholar]
  • 33. An S, Wu J, Zhang LH. 2010. Modulation of Pseudomonas aeruginosa biofilm dispersal by a cyclic-Di-GMP phosphodiesterase with a putative hypoxia-sensing domain. Appl Environ Microbiol 76:8160–8173. doi: 10.1128/AEM.01233-10 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34. Letunic I, Khedkar S, Bork P. 2021. SMART: recent updates, new developments and status in 2020. Nucleic Acids Res 49:D458–D460. doi: 10.1093/nar/gkaa937 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35. Ha D-G, Richman ME, O’Toole GA. 2014. Deletion mutant library for investigation of functional outputs of cyclic diguanylate metabolism in Pseudomonas aeruginosa PA14. Appl Environ Microbiol 80:3384–3393. doi: 10.1128/AEM.00299-14 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36. Feller G, Gerday C. 2003. Psychrophilic enzymes: hot topics in cold adaptation. Nat Rev Microbiol 1:200–208. doi: 10.1038/nrmicro773 [DOI] [PubMed] [Google Scholar]
  • 37. Chavant P, Martinie B, Meylheuc T, Bellon-Fontaine MN, Hebraud M. 2002. Listeria monocytogenes LO28: surface physicochemical properties and ability to form biofilms at different temperatures and growth phases. Appl Environ Microbiol 68:728–737. doi: 10.1128/AEM.68.2.728-737.2002 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38. Liu J, Wu S, Feng L, Wu Y, Zhu J. 2023. Extracellular matrix affects mature biofilm and stress resistance of psychrotrophic spoilage Pseudomonas at cold temperature. Food Microbiol 112:104214. doi: 10.1016/j.fm.2023.104214 [DOI] [PubMed] [Google Scholar]
  • 39. Kim S, Li X-H, Hwang H-J, Lee J-H. 2020. Thermoregulation of Pseudomonas aeruginosa biofilm formation. Appl Environ Microbiol 86:e01584-20. doi: 10.1128/AEM.01584-20 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40. Baraquet C, Harwood CS. 2013. Cyclic diguanosine monophosphate represses bacterial flagella synthesis by interacting with the Walker A motif of the enhancer-binding protein FleQ. Proc Natl Acad Sci USA 110:18478–18483. doi: 10.1073/pnas.1318972110 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41. Wang Y, Wang KM, Zhang X, Wang W, Qian W, Wang FF. 2024. Stenotrophomonas maltophilia uses a c-di-GMP module to sense the mammalian body temperature during infection. PLoS Pathog 20:e1012533. doi: 10.1371/journal.ppat.1012533 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42. Mika F, Hengge R. 2014. Small RNAs in the control of RpoS, CsgD, and biofilm architecture of Escherichia coli. RNA Biol 11:494–507. doi: 10.4161/rna.28867 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43. Liu Y, Jia K, Chen H, Wang Z, Zhao W, Zhu L. 2023. Cold-adapted enzymes: mechanisms, engineering and biotechnological application. Bioprocess Biosyst Eng 46:1399–1410. doi: 10.1007/s00449-023-02904-2 [DOI] [PubMed] [Google Scholar]
  • 44. Collins T, Feller G. 2023. Psychrophilic enzymes: strategies for cold-adaptation. Essays Biochem 67:701–713. doi: 10.1042/EBC20220193 [DOI] [PubMed] [Google Scholar]
  • 45. Dalgaard P. 1995. Qualitative and quantitative characterization of spoilage bacteria from packed fish. Int J Food Microbiol 26:319–333. doi: 10.1016/0168-1605(94)00137-u [DOI] [PubMed] [Google Scholar]
  • 46. de Lorenzo V, Timmis KN. 1994. Analysis and construction of stable phenotypes in gram-negative bacteria with Tn5- and Tn10-derived minitransposons. Methods Enzymol 235:386–405. doi: 10.1016/0076-6879(94)35157-0 [DOI] [PubMed] [Google Scholar]
  • 47. Morales VM, Bäckman A, Bagdasarian M. 1991. A series of wide-host-range low-copy-number vectors that allow direct screening for recombinants. Gene 97:39–47. doi: 10.1016/0378-1119(91)90007-x [DOI] [PubMed] [Google Scholar]
  • 48. Kovach ME, Elzer PH, Hill DS, Robertson GT, Farris MA, Roop RM 2nd, Peterson KM. 1995. Four new derivatives of the broad-host-range cloning vector pBBR1MCS, carrying different antibiotic-resistance cassettes. Gene 166:175–176. doi: 10.1016/0378-1119(95)00584-1 [DOI] [PubMed] [Google Scholar]
  • 49. Liu X, Ye Y, Zhu Y, Wang L, Yuan L, Zhu J, Sun A. 2021. Involvement of RpoN in regulating motility, biofilm, resistance, and spoilage potential of Pseudomonas fluorescens. Front Microbiol 12:641844. doi: 10.3389/fmicb.2021.641844 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50. Livak KJ, Schmittgen TD. 2001. Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method. Methods 25:402–408. doi: 10.1006/meth.2001.1262 [DOI] [PubMed] [Google Scholar]
  • 51. Xiao Y, Liu H, He M, Nie L, Nie H, Chen W, Huang Q. 2020. A crosstalk between c-di-GMP and cAMP in regulating transcription of GcsA, a diguanylate cyclase involved in swimming motility in Pseudomonas putida. Environ Microbiol 22:142–157. doi: 10.1111/1462-2920.14832 [DOI] [PubMed] [Google Scholar]

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Supplementary Materials

Supplemental material. aem.02387-25-s0001.docx.

Fig. S1 to S5; Table S1.

aem.02387-25-s0001.docx (1.1MB, docx)
DOI: 10.1128/aem.02387-25.SuF1

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