Abstract
Background
A foodborne pathogen, Vibrio vulnificus, encounters normal microflora inhabiting the gut environments prior to causing fatal septicemia or gastroenteritis and should overcome the barriers derived from the gut commensals for successful infection. Its interactions with gut commensals during the infection process, however, have not yet been understood. In the present study, the effect of V. vulnificus on the community structures of gut microbiota in mice was examined.
Results
Analyses of microbiota in the fecal samples of mice that died due to V. vulnificus infection revealed the decreased abundance of bacteria belonged to Bacteroidetes, notably, the species Bacteroides vulgatus. In vitro coculturing of the two bacterial species resulted in the decreased survival of B. vulgatus. The antagonistic effect of V. vulnificus against B. vulgatus was found to be mediated by cyclo-Phe-Pro (cFP), one of the major compounds secreted by V. vulnificus. cFP-treated B. vulgatus showed collapsed cellular morphology with an undulated cell surface, enlarged periplasmic space, and lysed membranes, suggesting the occurrence of membrane disruption. The degree of membrane disruption caused by cFP was dependent upon the cellular levels of ObgE in B. vulgatus. Recombinant ObgE exhibited a high affinity to cFP at a 1:1 ratio. When mice were orally injected with cFP, their feces contained significantly reduced B. vulgatus levels, and their susceptibility to V. vulnificus infection was considerably increased.
Conclusions
This study demonstrates that V. vulnificus-derived cFP modulates the abundance of the predominant species among gut commensals, which made V. vulnificus increase its pathogenicity in the hosts.
Supplementary Information
The online version contains supplementary material available at 10.1186/s40168-021-01095-w.
Keywords: Vibrio vulnificus, Cyclo-Phe-Pro, Gut microbiota, Bacteroides vulgatus, Membrane disruption, ObgE
Introduction
During the infection processes of foodborne pathogens, they encounter numerous stresses through the gastrointestinal (GI) tract of the host. While surviving the fluctuating conditions of pH, oxygen, osmolarity, and nutrients [1, 2], they should also overcome the barriers of host epithelial structures and the antimicrobials produced by the host’s immune system [3, 4]. Therefore, successful infection requires the pathogens to perform cellular motility motivated by chemotactic sensing, penetration of the intestinal mucus layers, adherence to the epithelial surfaces, and colonization with production and/or secretion of virulence factors at the infection sites [5, 6]. In the case of Vibrio vulnificus, an opportunistic foodborne pathogen responsible for deaths worldwide due to seafood-associated septicemia [7], there have been numerous reports regarding its diverse virulence factors. In addition to well-known lipopolysaccharide and capsular polysaccharide, the membrane-bound and secreted proteins, including the immunogenic lipoprotein A (IlpA), hemolysin/cytolysin (VvhA), metalloprotease M (VvpM), phospholipase A2 (PlpA), and multifunctional-autoprocessing repeats-in-toxin (MARTX) show diverse activities to cause immunogenicity, cytotoxicity, and cell death via necrosis or apoptosis [8, 9]. Production of these virulence factors is strictly regulated by sensing the extracellular signals derived from hosts or bacteria to express them in appropriate conditions. Iron ions, an autoinducer (AI-2), and a cyclic dipeptide (cyclo-Phe-Pro [cFP]) have been listed as the main signal molecules involved in these regulations in V. vulnificus.
Most studies of V. vulnificus pathogenicity have focused on the bacterial effects on model animals at the levels of cells, tissues, or organs. Mammalian intestinal tracts are inhabited by an enormous amount of normal microflora made up of several hundred to a thousand species of bacteria, which primarily belong to the phyla Bacteroidetes, Firmicutes, Actinobacteria, and Proteobacteria [10, 11]. Interactions between pathogens and gut commensals have been reported in diverse pathogens in model systems. The antagonistic effects of gut commensals on entering pathogens are achieved via the restriction of resources available to pathogens, the competitive exclusion of pathogens from mucosal colonization, the inhibitory effects of antimicrobial compounds or appendages of the commensals, and the stimulation of host defense systems [12–16]. Therefore, the host animals, of which gut microbiomes experienced a change in their composition or abundance, showed altered susceptibility to foodborne pathogens. Increased pathogenicity in these host animals has been experimentally proven in infections by Salmonella enterica Typhimurium, Listeria monocytogenes, V. cholerae, and a pathogenic Escherichia coli [17–20]. Furthermore, some pathogens have shown the ability to affect gut microbiota by direct killing with the type VI secretion systems or bacteriocins [21, 22].
The results of these previous studies lead us to speculate the existence of a similar situation where foodborne V. vulnificus encounters the normal microflora in the guts. Therefore, this pathogen should interact with them to overcome the potential defense mechanisms directly or indirectly derived from the gut microbiota, while interacting with the hosts via timely produced virulence factors. In the present study, we observed dramatic changes in the gut microbiomes of mice upon infection by V. vulnificus, in which the levels of one of the representative gut commensals, Bacteroides vulgatus, were considerably decreased. The molecular characteristics in the decreased survival of B. vulgatus by V. vulnificus were delineated by demonstrating the specific interaction of a signal molecule, cFP of V. vulnificus with a putative GTPase protein in B. vulgatus.
Results
Reduced levels of B. vulgatus in the fecal microbiota of the V. vulnificus-infected mice
Fecal samples were collected from mice, which had been subjected to gavage with V. vulnificus and died within 20 h post-infection. Two independent sets of infection experiments were performed, and a total of 5 fecal samples were retrieved (three and two animals died in experiments 1 and 2, respectively). As a negative control, fecal samples from healthy mice treated with V. vulnificus-free PBS were also collected at each experimental set (two animals in each set). Analysis of 16S rDNA sequences amplified from the prokaryotic cells of the domain Bacteria in fecal samples showed that Bacteroidetes and Firmicutes were the major phyla occupying approximately 53% and 40% of total fecal microbiomes in the control mice, respectively (Fig. 1A). However, altered compositions of the two phyla were found in the V. vulnificus-fed mice: Although these two phyla were still the major phyla, Bacteroidetes and Firmicutes occupied approximately 33% and 61% of total fecal microbiomes, respectively (Fig. 1A). A principal coordinate analysis (PCoA) showed that the microbial compositions in most fecal samples of the V. vulnificus-fed mice were distinct from those of the control mice (permutational multivariate analysis of variance [PERMANOVA], P = 0.024) (Fig. 1B).
When the percentages of Bacteroidetes in the fecal samples were analyzed, their median values were 53.1% and 32.1% in the control mice and V. vulnificus-fed mice, respectively (Fig. 1C), and the difference between the two groups was significant (Mann-Whitney U test, P = 0.014). Among the bacteria belonging to Bacteroidetes, B. vulgatus, which has been recently reclassified as Phocaeicola vulgatus [23], was shown to be the most abundant species in mouse feces in both sets of experiments (Additional file: Table S1). The predominant abundance of B. vulgatus was consistent with the data previously reported [20]. Median values of the percentages of B. vulgatus in control mice and V. vulnificus-fed mice were 41.6% and 29.0%, respectively (Fig. 1D). Reduced levels of B. vulgatus were observed in all of the V. vulnificus-fed mice in each set of experiments (Mann-Whitney U test, P = 0.050): 52.5% ± 9.5% in the control vs. 33.2% ± 6.5% in the infected mice in experiment 1; and 36.4% ± 1.5% in the control vs. 27.8% ± 1.8% in the infected mice in experiment 2 (Additional file: Table S1). In addition to B. vulgatus, another bacterial species belonged to Bacteroidetes such as Parabacteroides goldsteinii also decreased in the V. vulnificus-fed mice (Additional file: Table S1). In contrast, some Lactobacillus species, which were the main bacteria belonging to Firmicutes in the mouse guts, did not show a decrease in their levels in V. vulnificus-fed fecal samples, but these increased in some animals.
Decreased viability of B. vulgatus in the presence of V. vulnificus
To examine whether the decrease in B. vulgatus levels in the V. vulnificus-fed mice was caused by an interaction between these two species of bacteria, a strain of B. vulgatus (MGM001; Additional file: Table S2) was isolated as described in “Methods.” In addition to MGM001, two strains of B. vulgatus were purchased from the American Type Culture Collection (ATCC) and Deutsche Sammlung von Mikroorganismen und Zellkulturen (DSMZ). Three strains of B. vulgatus were anaerobically incubated in the M9-minimal medium with V. vulnificus. After 6 h of coincubation of B. vulgatus with V. vulnificus at ratios of 1:1, 1:2, and 1:5, serially diluted cocultures were spot-inoculated on RCM agar plates and incubated in an anaerobic chamber for the growth of B. vulgatus (Fig. 2A). The same aliquots were spot-inoculated on LBS agar plates for V. vulnificus growth (Fig. 2B). For comparisons of the viable cells of each species in the monocultures, these were also prepared to contain either B. vulgatus only (designated as 1:0) or V. vulnificus only (designated as 0:1, 0:2, and 0:5). The viability of all B. vulgatus strains tested in this study decreased in the presence of V. vulnificus, of which reduction appeared to be dependent on the abundance of V. vulnificus in cocultures. On the other hand, the viability of V. vulnificus was not affected by B. vulgatus.
To examine the dose-dependent reduction in B. vulgatus viability, the same amount of B. vulgatus was incubated under the conditions of various amounts of V. vulnificus, at ratios of B. vulgatus to V. vulnificus ranging from 1:1 to 1:10 (Fig. 2C). After 6 h, viable members of B. vulgatus were enumerated by spreading aliquots of serially-diluted cultures on the RCM agar plates. The results showed that the effect of V. vulnificus on B. vulgatus viability was antagonistic in a dose-dependent manner. The responses of the three strains of B. vulgatus to V. vulnificus were evaluated by comparing the ratios of B. vulgatus to V. vulnificus, which resulted in 50% reduction of viable cells of B. vulgatus: Calculated ratios of MGM001, ATCC8482, and DSM28735 to V. vulnificus were 1:2.0, 1:2.1, and 1:1.0, respectively. The strain MGM001, which has been isolated in this study, was used for the subsequent investigations.
Identification of an antagonistic compound in the V. vulnificus-spent medium
To examine how V. vulnificus affected the viability of B. vulgatus, both bacteria were spotted on a RCMS (salt-enriched RCM) agar plate, on which two bacterial colonies grew and were in contact with each other. Resultant interaction between the two colonies showed the presence of a growth inhibition zone of the B. vulgatus colony confronting the V. vulnificus colony (Fig. 3A). This suggested that the inhibition of B. vulgatus growth may have been mediated by a direct interaction with V. vulnificus cells and/or an indirect interaction via secreted compounds from V. vulnificus. To test these hypotheses, the involvement of the type VI secretion system (T6SS) of V. vulnificus in limiting the growth of B. vulgatus via direct contact, was examined. A mutant (ΔicmF) deficient in one of the T6SS components of V. vulnificus, i.e., IcmF (the intracellular multiplication factor F [25];), was constructed and mixed with B. vulgatus cells. However, it showed the same degrees of B. vulgatus survival shown by the wild-type V. vulnificus (Additional file: Figure S1A), which suggested that B. vulgatus death was not caused by direct cell-to-cell interaction via T6SS of V. vulnificus.
Next, the cell-free supernatant derived from the LBS broth grown by V. vulnificus to the stationary phase (spent medium, SM) was prepared and various volumes of the filter-sterilized SM were added to B. vulgatus (Fig. 3B). Compared to the control, 0% of SM (the fresh LBS medium only), the addition of SM resulted in a decrease in B. vulgatus viability in a dose-dependent manner. This suggested the possible role of V. vulnificus-originating and V. vulnificus-secreted substance(s) in the death of B. vulgatus. To screen the active components in SM, the major metabolites produced by V. vulnificus under anaerobic conditions, including pyruvate, formate, lactate, and acetate [26], were added to a suspension of B. vulgatus cells (Additional file: Figure S1B). None were shown to be effective in decreasing B. vulgatus survival to a concentration of at least 20 mM. In addition, the heated SM, which had been treated at 95 °C for 5 min to denature its proteineous substances, was mixed with B. vulgatus (Additional file: Figure S1C). However, the heat-treated SM showed a similar effect to that of the original SM.
To circumvent the difficulty in finding the active compound(s), B. vulgatus was challenged by various bacterial species and its survival was examined (Fig. 3C). All the Vibrio species tested in this study showed antagonistic effects on B. vulgatus. Among them, V. cholerae was the most effective in decreasing the survival of B. vulgatus, since the incubations containing bacterial cells composed of a 1:1 ratio showed similar levels to those shown by the incubations containing 10 times more V. parahaemolyticus. In contrast, E. coli strain S17-1 spir did not exhibit this effect but instead slightly increased the B. vulgatus levels in the 1:10 incubation. Three Vibrio species tested in this study have been shown to produce a cyclic dipeptide, cFP, in their SM, and the concentration of cFP in the V. vulnificus SM has been estimated to be up to 0.9 mM [27]. In addition, the incubation of B. vulgatus with a mutant V. vulnificus (ΔllcA), of which production of cFP was estimated to be less than ~ 30% of the wild type [24], resulted in lowered effectiveness in decreasing B. vulgatus survival, compared to that with the same amount of wild-type V. vulnificus (Fig. 3D). These results suggested that the death of B. vulgatus might be mediated by cFP secreted to SM.
To verify this, various concentrations of cFP, ranging from 0.125 to 1.0 mM, were added to the suspensions of three strains of B. vulgatus and incubated for 6 h (Fig. 4A–C). The survival of all strains was significantly affected by cFP in a concentration-dependent manner. However, when a single amino acid, F or P, and the linear dipeptide F-P were added to B. vulgatus cells at the same concentrations used for cFP, they did not show any effect on B. vulgatus survival (Fig. 4D). Furthermore, other cyclic dipeptides, such as cyclo(Phe-Val) (cPV) and cyclo(Pro-Thr) (cPT), did not show any antagonistic result up to a concentration of 4 mM (Fig. 4E). These results suggested that the V. vulnificus-originated cFP determined the specificity of the interaction between B. vulgatus and V. vulnificus.
Induction of B. vulgatus cell death by cFP
To directly observe the effect of cFP on B. vulgatus cells, the strain MGM001 was treated for 6 h with various concentrations of cFP ranging from 0 to 4.0 mM, and then stained using a Live/Dead cell double staining kit (Sigma-Aldrich) (Fig. 5A). Through fluorescence microscopy, the number of red-stained dead cells were found to increase with cFP concentration, while the number of green-stained live cells gradually decreased (Fig. 5B).
The increased death of B. vulgatus observed via staining with fluorescence dyes was confirmed using electron microscopes. Scanning electron microscopy (SEM) of the MGM001 cells (Fig. 5C), which were treated with 4.0 mM cFP for 6 h, showed the collapsed cellular morphology with undulated cell surfaces. In addition, transmission electron microscopy (TEM) of three B. vulgatus strains presented dramatic alteration in cellular morphology upon treatment with cFP, with enlarged periplasmic space, lyzed membranes, and partially ruptured cells (Fig. 5D–F). It indicated the occurrence of membrane disruption in the cFP-treated cells.
Effects of cFP on Parabacteroides and Lactobacillus
From an effort to obtain pure cultures of microorganisms from mouse guts, another bacterial species, P. goldsteinii belonging to Bacteroidetes and several Lactobacillus species belonging to Firmicutes have been isolated (mouse gut microorganism (MGM) isolates; Additional file: Table S2). For the addition of V. vulnificus cells (2.0 × 108 cells; Fig. 6A) or cFP (1 and 4 mM; Fig. 6B) to the resuspensions of the isolated gut commensals, only P. goldsteinii experienced decreased survival, while the survival of Lactobacillus species (i.e., L. johnsonii, L. reuteri, L. murinus, and L. intestinalis) was not decreased. Observation of cFP-treated P. goldsteinii cells under TEM showed apparent membrane disruption (Fig. 6C), as shown in the cFP-treated B. vulgatus.
cFP-induced cell death of B. vulgatus via membrane disruption
To examine the changes in membrane integrity, a fluorescent dye, 3,3′-dipropylthiadicarbocyanine iodide (DiSC3(5)), was used to incorporate into bacterial membranes [28]. Then, the amount of DiSC3(5) released from bacterial cells was measured upon cell lysis by exposure to a membrane permeabilizing agent, such as Triton X-100. Total amounts of the membrane-associated DiSC3(5) were estimated by measuring the fluorescence released from the cells treated with 0.1% Triton X-100, for which almost all B. vulgatus cells were lysed. To determine the effective concentration of Triton X-100 causing the lysis of 50% B. vulgatus cells (EC50), various concentrations of Triton X-100 were exposed to DiSC3(5)-associated B. vulgatus. By plotting the percentages of dyes normalized with the estimate of released DiSC3(5) at 0.1% Triton X-100, as described in “Methods,” EC50 was calculated to be approximately 0.002% (Fig. 7A). The released fluorescence upon exposure to 0.002% Triton X-100 from B. vulgatus cells treated with 4 mM cFP (termed by Δ4 mM cFP) and the control B. vulgatus cells (termed by Δ0 mM cFP) was estimated (Fig. 7B). The values of Δ0 mM cFP and Δ4 mM cFP were estimated at 605 (± 64) and 727 (± 80) RFUs, which was equivalent to 29% (± 2.3%) and 43% (± 3.7%) of the total fluorescence initially incorporated into the cells, respectively. This difference was significant with a P value less than 0.008 (Student’s t-test). These results evidencing the increased susceptibility of cFP-treated cells to Triton X-100 suggested that cFP caused the membranes of B. vulgatus to be permeable, thus easily disruptive.
To differentiate whether this increased susceptibility to a membrane permeabilizing stress was specifically mediated by cFP or caused by any dipeptide composed of hydrophobic amino acids, the same experiments were performed using 4 mM of FP, cPT, and cPV (Additional file: Figure S2). B. vulgatus cells treated with FP, cPT, or cPV showed a slightly lowered basal RFU (averaged RFUs for 10 min before Triton X-100 treatment) compared to the control and much lower maximal RFU (averaged RFUs for 10 min after Triton X-100 treatment) than the cFP-treated cells. Upon the addition of 0.002% Triton X-100, B. vulgatus cells treated with these dipeptides produced Δ4χmM dipeptide values (562, 572, and 561 RFUs in treatment with FP, cPT, and cPV, respectively) with similar ranges to that of the control cells (608 RFUs).
Identification of a B. vulgatus factor involved in cFP-mediated membrane disruption
Some factors, such as RecA, CidA, and ObgE, have been found to regulate the integrity of bacterial membranes under specific conditions [29–32]. The genomes of B. vulgatus have the open reading frames (ORFs) homologous to these genes, though their functions have not yet been studied. To screen the factor(s) involving the cFP-mediated membrane disruption, the cellular abundance of obgE, cidA, and recA transcripts and proteins were monitored in B. vulgatus cells incubated under the conditions in the absence or presence of cFP. Transcript levels of the obgE, of which contents were normalized with the gap transcript levels in the same cells, were increased as the exposure time was extended (about three-fold increase in the 4 h incubation compared to 0 h incubation), while those of cidA and recA were not altered up to 4 h incubation period (Fig. 8A). Protein levels in cells were examined using specific polyclonal antibodies against recombinant ObgE and RecA of B. vulgatus (Fig. 8B). Due to no apparent induction of rCidA from the overexpression vector carrying the cidA gene, an experiment to compare the cellular CidA levels was not successful. In addition to the increase in the obgE transcript, the protein content of ObgE increased in the B. vulgatus cells exposed to cFP. These results lead us to speculate the possible involvement of ObgE in the observed membrane disruption in B. vulgatus exposed to cFP.
To elucidate the specific interaction of ObgE with cFP, the isothermal titration calorimetry (ITC) experiments were performed using nucleotide-free rObgE, as described in “Methods.” In total, 40 μM of rObgE was titrated at 25 °C with a cFP stock solution of 400 μM (Fig. 8C). The equilibrium dissociation constant (KD) and binding stoichiometry (N) for the interaction between rObgE and cFP were 1.8 ± 0.35 μM and 0.78 ± 0.11, respectively. In contrast, the titration of rObgE with 400 μM of another cyclic dipeptide, cPT did not show any signature for the inter-molecular interaction.
Since the B. vulgatus ObgE specifically interacted with cFP and its cellular contents increased in cFP-treated cells, the role of ObgE in membrane disruption was examined. It has been previously reported that a trial of obgE gene deletion was not successful in many bacterial species [33]. Therefore, we have constructed a cell enabling to overexpress ObgE in response to the concentration of arabinose, instead to attempt to construct an obgE deletion mutant of B. vulgatus. Differential expression of ObgE was achieved using B. vulgatus MGM001 harboring the obgEBv gene in a vector, pBAD/Myc-His B (pBAD-obgEBv), which was added with L-arabinose at concentrations ranging from 0 to 1.0%. For quantitative analysis, each cell lysate was subjected to western blotting along with the known concentrations of rObgE (Fig. 8D). Cellular contents of ObgE were estimated by extrapolating the densitometric readings of the ObgE bands derived from cell lysates to the regression line derived from those of the known concentrations of rObgE (from 0.2 to 10 ng). The estimated cellular contents of ObgE were increased from 1.3 to 2.5 ng ObgE per μg of cell lysate by carrying pBAD-obgEBv, and those of B. vulgatus cells harboring pBAD-obgEBv were further increased to 3.1, 4.9, and 9.3 ng ObgE per μg of cell lysate if cells were incubated with 0.01%, 0.1%, and 1.0% arabinose, respectively.
Then, we measured the membrane integrity in B. vulgatus cells having different levels of ObgE. The same cells prepared for the experiments shown in Fig. 8D were exposed to 4 or 0 mM cFP for 6 h and then mixed with 0.4 μΜ DiSC3(5) for 60 min. As described above, the values of released DiSC3(5) from 0.002% Triton X-100-treated cells (Δ0.002%) were estimated and normalized with the total DiSC3(5) initially incorporated into cells (Δ0.1%). The ratios ([Δ0.002%/Δ0.1%] × 100) shown in Fig. 8E revealed that the increase in cellular ObgE resulted in the increased release of the dyes upon treatment of 0.002% Triton X-100 in an ObgE concentration-dependent manner (closed circles). Furthermore, the exogenous addition of 4 mM cFP resulted in 1.7~2.0 times greater release of DiSC3(5) (open circles) than the each control cells without cFP treatment. These differences were significant with P-values less than 0.01 (Student’s t-test).
Alteration of mouse lethality by V. vulnificus via changes in B. vulgatus abundance in mouse guts
The introduction of V. vulnificus resulted in the reduction of B. vulgatus levels in the fecal samples and this reduced composition was postulated to be mediated by cFP secreted by infecting V. vulnificus. Therefore, the effect of the exogenous addition of cFP on the abundance of B. vulgatus in mouse fecal samples was examined. The fecal samples were collected from 4-week-old female mice orally injected with cFP at a concentration of 110 μg cFP per gram of mouse. The total DNA extracted from each fecal sample was subjected to q-PCR using a primer set specific to the 16S rDNA of B. vulgatus (Bv-F and Bv-R [34];) or the universal primer set for the eubacterial 16S rDNA (785F and 907R [35];). The relative abundance of B. vulgatus 16S rDNA was normalized by the abundance of the total 16S rDNAs derived from PCR using the universal primer set. The medians of estimated values of 2−[CT(B.vulgatus) − CT(Total Bacteria)] were 0.1369 (± 0.0748) and 0.0619 (± 0.0766) in the PBS-treated control (n = 20 mice) and cFP-treated mice (n = 20 mice), respectively (Fig. 9A). Therefore, the levels of B. vulgatus decreased approximately 2.2-fold in mice injected with cFP (P = 0.006, two-sided Student’s t-test).
Next, we investigated whether the mice containing decreased levels of B. vulgatus showed a different susceptibility to infection by V. vulnificus. Mice were orally injected with cFP and they were infected at 12 h post-injection of cFP with various doses of V. vulnificus, ranging from 104 to 108 cells (n = 7 mice per each treatment) (open symbol). The same experiments were performed using the control mice that had been injected with cFP-free DMSO cells (n = 7 mice per each treatment) (closed symbol) (Fig. 9B). When infected with the highest dose of V. vulnificus (i.e., 108 cells), mice under both conditions died equally and quickly within 24 h. Similarly, the mice infected with the lowest dose of V. vulnificus (i.e., 104 cells) showed similar patterns of survival, regardless of the exogenous addition of cFP. However, the number of dead mice was higher in the cFP-treated sets of mice when they were preinjected with cFP then infected with 105–107 cells of V. vulnificus. In cases of infection with 106 cells of V. vulnificus, the difference in survival was significant, with a P-value of 0.001 (log-rank test).
Discussion
Cyclic dipeptides, formed by combining two amino acids through the reactions involving non-ribosomal peptide synthetases or cyclodipeptide synthases, are produced by a wide range of microorganisms [36]. Among them, pathogenic Vibrio species have been shown to produce cFP and secrete it in ambient environments at high concentrations [24]. The extracellular cFP serves as a signal molecule to regulate the expression of their virulence factors. For example, cFP induces the expression of ompU (encoding a major outer membrane protein) and katG (encoding the hydroperoxidase I) via a regulatory pathway composed of ToxR and LeuO in V. vulnificus [37–39], but it downregulates the expression of ctx (encoding Cholera toxin) and tcpPH (encoding toxin-coregulated pilus) via the ToxR-LeuO-AphA pathway in V. cholerae [40]. In addition to the role of cFP as a signal to bacteria themselves, cFP has the activities to their host cells by inhibiting the innate immune responses mediated by RIG-I and NF-κB [27, 41] and inducing the damage of mammalian DNA via increased ROS [42]. Therefore, the spectrum of roles of cFP in Vibrio pathogenicity has been broadened to be one of their virulence factors. Furthermore, the regulatory role of cFP at another level of V. vulnificus-host interactions was identified in this study. cFP was able to induce the cell death of B. vulgatus, a major constituent of the gut microbiota (Figs. 4 and 5). This finding is very interesting since a signal used by a pathogen to regulate its virulence factors is also utilized to change the gut environments to favor its pathogenicity by specifically transducing the signal to a group of gut commensals and removing these bacteria from the guts.
The survival of three strains of B. vulgatus in the presence of V. vulnificus and cFP was tested in this study: ATCC8482 from human feces; DSM28735 from a mouse caecum; and MGM001 isolated from a mouse feces (Figs. 2 and 4). A decrease in B. vulgatus CFUs in incubations with cFP was evidenced to be due to the actual death of bacterial cells, upon fluorescence microscopy observation of the B. vulgatus cells stained with the live/dead-indicating dyes (Fig. 5A and B). cFP-mediated death of B. vulgatus was accompanied with alterations in membrane integrity, which was discernible in the images taken under the electron microscopes (Fig. 5C–F). Disruptive changes in their membranes were determined using a fluorescent dye DiSC3(5), which was incorporated into the bacterial membranes. Upon exposure to a membrane permeabilizing agent at its EC50 (e.g., 0.002% Triton X-100), the released DiSC3(5) was monitored by fluorometry, showing that significantly more dyes were detected from the cFP-treated cells than the control (Fig. 7B). It suggests that cFP treatment made B. vulgatus membranes more susceptible to membrane permeabilizing stress. However, when cells were treated with other cyclic dipeptides consisting of hydrophobic amino acids (e.g., cPT and cPV) or a linear dipeptide of FP, the amounts of released DiSC3(5) upon exposure to 0.002% Triton X-100 were almost the same as those of the control (Additional file: Figure S2). Therefore, the effect of cFP on changing the membrane integrity is highly specific to B. vulgatus.
In addition to B. vulgatus, P. goldsteinii belonging to Bacteroidetes also showed the similar response to V. vulnificus and cFP (Fig. 6). Microbiome composition data derived from two sets of experiments with the mice infected with V. vulnificus (Additional file: Table S1) showed a decrease in the abundance of P. goldsteinii in the V. vulnificus-fed mice, compared to the control PBS-fed mice (Mann-Whitney U test, P = 0.050): from 1.81% (± 0.96%) to 0.67% (± 0.18%) in experiment 1; and 0.91% (± 0.41%) to 0.35% (± 0.003%) in experiment 2. Furthermore, the fecal samples collected from mice orally injected with cFP, as shown in Fig. 9A, contained significantly less copies of P. goldsteinii-specific 16S rRNA genes than the control mice (P = 0.038, two-sided Student’s t-test) (Additional file: Figure S3). In contrast, the abundance of L. reuteri-specific 16S rRNA genes was not significantly altered in the control and cFP-fed mice (P = 0.596, two-sided Student’s t-test). However, it is worth note that the abundance of B. caccae in mouse guts was not significantly affected by V. vulnificus infection (Mann-Whitney U test, P = 0.221) (Additional file: Table S1), and B. fragilis and B. ovatus exhibited high susceptibility to multiple dipeptides including cFP [43]. Therefore, it is speculated that cFP is a specific driver in the V. vulnificus-fed mice to reduce the abundance of some species of Bacteroides and Parabacteroides.
The specific interaction of cFP to B. vulgatus in inducing increased susceptibility to a membrane permeabilizing agent further suggests the presence of a specific sensor for cFP, which is able to induce cell death via membrane disruption. Previous studies have found that some bacterial proteins, e.g., RecA, CidA, and ObgE, play roles in regulating the permeabilization or depolarization of membranes [29–31]. Among them, ObgE of B. vulgatus responded to exogenously added cFP. The role of ObgE in cFP-mediated membrane disruption and subsequent cell death was not able to be confirmed with an obgE-deleted mutant of B. vulgatus, since the trials of obgE gene deletion have not been successful in diverse species of bacteria [33]. Increase in membrane disruption via ObgE was instead evidenced in the ObgE-overexpressing B. vulgatus, where the susceptibility degrees towards membrane-permeabilizing stress(es) were proportional to the cellular levels of ObgE (Fig. 8D and E). ObgE is a conserved GTPase among a wide-range of bacterial species, and it is reported to be essential for their viability by mediating the stringent response, ribosomal assembly, DNA replication and morphological differentiations including a sporulation process in spore-forming bacteria [31, 44, 45]. ObgE has been proposed to change the membrane potential of E. coli and P. aeruginosa by activating the expression of a toxin-antitoxin module of HokB and SokB under stringent conditions [31]. However, both hokB and sokB ORFs are not present in the genomes of B. vulgatus. Interestingly, a substitution of an amino acid residue in the G domain of E. coli’s ObgE (ObgE*) resulted in the induction of programmed cell death via an unknown mechanism [32, 46]. It is speculated that the ObgE of B. vulgatus may have activity similar to the ObgE*. Furthermore, since the B. vulgatus ObgE is specifically bound by cFP at a ratio of 1:1 (Fig. 8C), formation of the cFP-ObgE complex increases this speculative activity inducing membrane disruption and subsequent cell death. In silico analysis of various ObgE homologs revealed that the ObgEs of B. vulgatus and P. goldsteinii have a conserved stretch of amino acids named by the DNA Pol Phi domain [47], which is overlapped with the fifth GTP-binding motif (G5) and the C-terminal domain (Additional file: Figure S4). In contrast, the ObgEs of other gut commensals including B. caccae and Lactobacillus spp. do not show the presence of this domain at their C-terminal regions. Future studies should identify the role of the conserved domain in the B. vulgatus ObgE in interacting with cFP and/or GTP, and the signal transducing mechanism underlying the membrane disruption via ObgE complexed with cFP.
Maintenance of normal microflora in GI tracts is important in the host response to pathogens [48]. Therefore, the conditions of an imbalance in the microbiota, such as reduced microbial diversity or fluctuated abundance of the obligate and facultative anaerobes in the gut microbiomes, resulted in high susceptibility to pathogenic colonization [48]. An obligate anaerobic Gram-negative bacterium, B. vulgatus, is a predominant microorganism in the mammalian GI tracts and the core gut commensal in healthy humans [49, 50]. Although B. vulgatus shows the ability to efficiently metabolize some nutrients in the guts and plays roles in preventing inflammation and protecting the LPS-associating infections [51–53], it remains unclear why B. vulgatus is abundantly residing in the intestinal tracts and how it provides benefits to the host. In the present study, mice with decreased abundance of B. vulgatus in their guts due to pretreatment with cFP showed increased lethality when infected by some doses of V. vulnificus (Fig. 9A and B). These results lead us to speculate that this foodborne pathogen would increase its pathogenic potential by initially antagonizing the preexisting mouse gut commensals, which could strongly provide colonization barriers on the mucus layers [10]. Then, the pathogens could increase their accessibility to the gut epithelial cells and their success in causing fatal septicemia.
Conclusions
This study demonstrates a clear antagonistic effect of a foodborne pathogen, V. vulnificus, on a gut resident, B. vulgatus. This bacterial cell-to-cell interaction was specifically mediated by cFP and ObgE and caused B. vulgatus cells to be highly sensitive to the membrane-disrupting stress(es). The cFP-mediated death of B. vulgatus was also observed in vivo; thus, a signal molecule of V. vulnificus, cFP, plays a role in enhancing its pathogenic potential in the host by modulating the abundance of the predominant species among gut commensals.
Methods
Bacterial culture conditions
All bacterial strains and plasmids used in this study are listed in the Additional file: Table S2. Vibrio strains were grown at 30~37 °C in LBS (Luria-Bertani [LB] medium containing NaCl at a final concentration of 2.5% [w/v]) under aerobic conditions, unless otherwise mentioned. B. vulgatus and P. goldsteinii were grown in RCM (Reinforced Clostridial medium; BD Difco) in an anaerobic chamber (Whitley DG250 Anaerobic Workstation) adjusted to 37 °C. Lactobacillus strains were grown at 37 °C in MRS (De Man, Rogosa and Sharpe; BD Difco) media under anaerobic conditions. For coculturing the cells of V. vulnificus and B. vulgatus on a single agar plate, each cell suspension was spotted on RCMS (RCM supplemented with 2.5% sodium chloride), and incubated in a 37 °C anaerobic chamber. E. coli used for plasmid DNA preparation and conjugal transfer were grown at 37 °C in LB medium supplemented with appropriate antibiotics. Antibiotics were used at the following concentrations: for E. coli, ampicillin at 100 μg/ml and chloramphenicol at 20 μg/ml; for B. vulgatus, ampicillin at 10 μg/ml; and for V. vulnificus, chloramphenicol at 2 μg/ml.
Animal experiments
Experiments were performed using 4- or 7-week-old female ICR mice (CrljOri:CD1[ICR], OrientBio, Korea). Mice were maintained at 23 °C and 50% humidity under the condition of a light/dark cycle of 12/12 h, and had free access to water and food (LabDiet 5L79, OrientBio, Korea). After acclimation to these laboratory conditions for 2 days, mice were challenged to the specific treatments for each experiment. During the whole experiment procedures, mice received humane care in accordance with the institutional guidelines of Sogang University and the legal requirements (permit numbers, IACUCSGU2015_03 and IACUCSGU2019_01). All efforts were made to minimize animals suffering and to reduce the number of mice used.
Fecal sample collection and microbiome analysis
Seven-week-old female ICR mice were intraperitoneally injected with iron dextran (30 μg per gram of mouse weight) and intragastrically injected with 50 μl of 8.5% (w/v) sodium bicarbonate. After 12 h, each mouse was intragastrically infected with 2.0 × 109 V. vulnificus cells suspended in phosphate buffered saline (PBS) using an oral gavage needle, then placed in a separate cage. As a control, mice were treated with V. vulnificus-free PBS (two mice per set of the infection experiment). Fecal samples were collected at every hour if they were present in the cages housing an individual mouse for 20 h. To compensate the probable variations among the batches of mice, two independent sets of infection experiments were performed, and the five and four fecal samples were retrieved from the dead and healthy mice, respectively.
The total DNAs in the samples were extracted using FastDNA® Spin Kit (MPbio), and the amounts of DNA were quantified by Epoch™ Spectrophotometer (BioTek). DNA samples from experiments 1 and 2 were subjected to PCR to amplify the V1 to V3 regions of 16S rDNA using the barcoded primers of 9F and 541R [54]. Products purified through the QIAquick PCR purification kit (Qiagen) were pooled together and the short non-target products were removed through the Ampure beads kit (Agencourt Bioscience). Quality control (QC) of the amplified DNA was assessed on a Bioanalyzer 2100 (Agilent) using a DNA 7500 Chip, and pyrosequencing was carried out with a GS Junior Sequencing system (Roche). Sequencing experiments were performed by ChunLab Inc (Korea) and the sequence data analyses were processed [55]. The obtained reads from the different samples were sorted by unique barcodes in each PCR product. The sequences corresponding to the barcode, linker, and primers were removed from the original sequencing reads. Any read containing multiple ambiguous nucleotides, low-quality score (average score < 25), or shorter than 300 bp were discarded. Potential chimera sequences, which were detected by the bellerophone method [56] were also removed. The taxonomic classification of each read derived from the experiments 1 and 2 was assigned against the EzTaxon-e database deposited in EzBioCloud [57], which contains 16S rRNA gene sequence of type strains that have valid published names and representative species-level phylotypes of either cultured or uncultured entries in the GenBank database with complete hierarchical taxonomic classification from the phylum to the species. Statistical analysis of the taxonomically classified sequencing data was processed using the EzBioClaud. Principal coordinates analysis (PCoA) of beta diversity metrics based on Jensen-Shannon distances was estimated and visualized using EzBioCloud. The difference of microbial communities among the fecal samples were calculated using permutational multivariate analysis of variance (PERMANOVA) [58].
Isolation of mouse gut microorganisms
To obtain pure cultures of bacteria in the mouse guts, the fecal samples collected from seven-week-old female ICR mice were resuspended in PBS. The resuspension was briefly centrifuged to eliminate fecal debris and the supernatants were retrieved. Diluted suspensions were spread onto GAM (Gifu Anaerobic medium; BD Difco), RCM, or MRS agar plates and incubated at 37°C for 24~48 h under anaerobic conditions. Bacterial colonies were processed to amplify their 16S rDNA fragments using the 27F and 1492R primers and the purified PCR products were subjected to DNA sequencing analysis using the 785F and 907R primers (Macrogen, Korea). Nine bacterial isolates showed more than 97% identity to the corresponding regions of 16S rDNAs of B. vulgatus, P. goldsteinii, L. johnsonii, L. reuteri, L. murinus, or L intestinalis, and were named by MGM001 to 009 (Additional file: Table S2). DNA sequences of 16S rRNAs were deposited to the GenBank with accession numbers of MT764994 to MT765002.
Survival tests of B. vulgatus
Freshly grown cells of B. vulgatus were washed twice and resuspended in the M9-salt minimal medium [59] to contain cells at an OD595 nm of 1.0. Then, the cell suspensions were added by various bacterial cells, their spent media (SM), or chemical compounds, and were incubated at 37 °C. All procedures were conducted in an anaerobic chamber. At the designated incubation time for each experiment, the mixtures were serially diluted with M9-salt minimal medium and the resultant aliquots were spread on the RCM agar plates. After 48 h of incubation in an anaerobic chamber, the viable B. vulgatus cells were counted. For coculture experiments, freshly grown Vibrio species (V. vulnificus, V. cholerae, and V. parahaemolyticus) and E. coli (a strain of S17-1 λpir) were harvested, washed twice, and resuspended in the M9-salt minimal medium to contain appropriate cell densities for each experiment. In case of coincubation with V. parahaemolyticus, which was able to grow on the RCM plate under anaerobic conditions, its CFUs were also enumerated by spreading the same samples on the TCBS (thiosulfate-citrate-bile salt-sucrose) agar plates under aerobic conditions and then subtracted from the total CFUs on the RCM plates incubated under anaerobic conditions. SM of V. vulnificus were prepared using 0.45 μm-pore-sized filter to sterilize the supernatants of the anaerobic culture in LBS. Solutions of organic acids (pyruvate, formate, lactate, and acetate [Sigma Aldrich]), cyclic dipeptides (cFP, cPV, and cPT [Bachem Inc.]), and a dipeptide (FP [Sigma Aldrich]) were prepared in the deionized water or DMSO.
Microscopy observation
B. vulgatus MGM001 cells treated with cFP (0, 1, 2, and 4 mM) for 6 h were stained with a Live/Dead cell double staining kit (Sigma) and observed under a confocal laser scanning microscope (LSM700, Carl Zeiss). The viable cells were observed at an excitation wavelength of 488 nm and an emission wavelength of 515 nm, and the dead cells were observed at an excitation wavelength of 535 nm and an emission wavelength of 617 nm. The numbers of viable and dead cells, which were shown as green and red cells, respectively, were counted and their average numbers per microscope field were obtained through at least eight observations.
MGM001 cells treated with cFP (0 and 4 mM) for 6 h were processed for SEM analysis. Bacterial cells were fixed with 2% glutaraldehyde-paraformaldehyde in 0.1 M phosphate buffer (PB, pH 7.4) for 24 h and then with 1% OsO4 dissolved in 0.1 M PB for 1.5 h. Fixed cells were dehydrated through an eight-stepped ascending gradual series of ethanol (from 50% to 100%), infiltrated with isoamyl acetate, and placed in the Critical Point Dryer (Leica EM CPD300). The resultant samples were coated with 5 nm-thick Pt by an Ion Coater (Leica EM ACE600) and examined under MerlinTM FE-SEM (Carl Zeiss) operating at 2 kV.
B. vulgatus (MGM001, ATCC8482, and DSM28735) and P. goldsteinii (MGM002) exposed to cFP (0 and 4 mM) for 6 h were processed for TEM analysis. The cells fixed by treating with 2% glutaraldehyde-paraformaldehyde (for 12 h) and 1% OsO4 (for 2 h) were dehydrated as described above, and infiltrated with propylene oxide. Then, samples were embedded using the Poly/Bed 812 kit (Polysciences) and treated at 65 °C for 24 h in an electron microscope oven (TD-700, Dosaka). Polymerized samples were sectioned (200–250 nm) using ultramicrotome, then further thin-sectioned (70 nm) using Leica EM UC-7 (Leica Microsystems) and a diamond knife (Diatome). The sections were double-stained with 6% uranyl acetate and lead citrate, transferred onto the copper-nickel grids (Electron Microscopy Science), and examined under JEM-1011 TEM (JEOL).
Membrane permeability assay
The effect of cFP on bacterial membrane permeability was determined using a membrane potential-sensitive fluorescent dye, DiSC3(5) (Sigma). Freshly grown B. vulgatus cells were washed twice and resuspended in the M9-salt minimal medium to contain cells at an OD595 nm of 1.0. Four millimolar cFPs dissolved in DMSO were added to the cell suspension. The same volume of DMSO was added as a control. At 6 h of exposure to cFP or DMSO, cells were washed twice with 5 mM HEPES buffer (pH 7.4) and then treated for 1 h with 0.4 μM of DiSC3(5) dissolved in 5 mM HEPES including 100 mM KCl. After unincorporated dyes were discarded, the cells were resuspended in the same volume of 5 mM HEPES. Aliquots (100 μl) of the dye-associated cells were placed in 96-well black polystyrene microplates (SPL life science). RFUs were measured in a fluorometer (EnSpire Multimode Plate Reader, PerkinElmer), for which the temperature was set at 30 °C and wavelengths of 622 and 670 nm, for excitation and emission, respectively. At 0.5 h in a fluorometer, Triton X-100 (0.002% or 0.1%) was added to each well and the RFUs were continuously measured for another 0.5 h. The released fluorescence from the Triton X-100-treated B. vulgatus cells was obtained by subtracting the values of basal RFU (averaged RFUs for 10 min before treatment of Triton X-100) from the maximal RFU (averaged RFUs for 10 min after treatment of Triton X-100).
Construction of B. vulgatus expressing obgE in response to arabinose
A 1185-bp DNA fragment containing the obgE gene of B. vulgatus, which was amplified using the primers of ObgE_pBAD-F and ObgE_pBAD-R (Additional file: Table S3), was digested with NcoI and KpnI and ligated into a vector plasmid pBAD/Myc-His B. The resultant pBAD-obgEBv was transformed into E. coli S17-1λpir then transferred to B. vulgatus MGM001, which is naturally sensitive to ampicillin, via conjugation between two species of bacteria. B. vulgatus harboring pBAD-obgEBv was selected by spreading aliquots of the conjugate mixture on the RCM agar plate supplemented with 10 μg/ml ampicillin and incubating in an anaerobic chamber.
Western blotting analysis using anti-ObgE and anti-RecA polyclonal antibodies
Two oligonucleotides, Bv_obgE-over F and Bv_obgE-over R (Additional file: Table S3), were used to amplify a 1185 bp DNA fragment containing obgE ORF from the genomic DNA of B. vulgatus MGM001. Amplified DNA fragments were digested with BamHI and SalI, and cloned into pET28b to generate pET28b-obgE. In the same way, DNA fragments containing recA ORF (1064 bp) amplified using Bv_recA-over F and Bv_recA-over R (Additional file: Table S3) were cloned into pET28b to generate pET28b-recA. Each recombinant protein was overexpressed in E. coli BL21 by adding 1 mM of IPTG and purified using a Ni-NTA affinity column, as directed by the manufacturer (Qiagen). The purified recombinant proteins were used to generate polyclonal antibodies by the three immunizations of ICR mice (CrljOri:CD1[ICR]) (100 μg of recombinant proteins per immunization) at 3-week intervals.
To prepare the total cell lysates of B. vulgatus, cells were resuspended in Tris-buffered saline with Tween 20 (TBST; 150 mM NaCl, 50 mM Tris-HCl, and 0.1% Tween 20) and lysed by sonication. Then, 20 μg of each cell lysate was loaded onto a 12% SDS-PAGE, run for 1 h at 120 V, and transferred to Hybond P membrane (Amersham). Membranes were blocked with 5% skim milk in TBST for 30 min and incubated overnight at 4°C with each polyclonal antibody (1:5000, [vol/vol]), followed by alkaline phosphatase-conjugated rabbit anti-mouse IgG (1:5000, [vol/vol]). Immunoreactive bands were visualized using the NBT-BCIP system (Promega).
Isothermal titration calorimetry
Binding characteristics of rObgE to cFP were analyzed using the MicroCal iTC200 system (Malvern Panalytical) with a reference power of 10 μcal/s. The thermodynamic parameters upon titration of rObgE (40 μM, nucleotide-free) with a solution of 400 μM cFP were measured at 25 °C in a buffer consisting of 20 mM HEPES (pH 7.5), 150 mM NaCl, 5 mM MgCl2, and 1 mM β-mercaptoethanol. The nucleotide-free rObgE was prepared by treating with calf intestine alkaline phosphatase (Promega) and passing a gel filtration AKTA-FPLC system (Superdex 200, GE Healthcare) at a flow rate of 0.3 ml/min in a buffer containing 20 mM HEPES (pH 7.5), 150 mM NaCl, and 5 mM MgCl2 as previously described [60]. rObgE in the eluted fractions (1 ml) was concentrated using Amicon® Ultra-15 10K (Millipore) and its buffer was exchanged with that used for an ITC assay. To obtain the equilibrium dissociation constant (KD) and binding stoichiometry (N), the data were fitted to a single binding site model using the standard Marquardt non-linear regression method as provided from the MicroCal ITC-Origin Analysis (Malvern Panalytical).
Quantitative PCR
Fecal samples were collected from the mice fed with PBS or cFP for 6 and 24 h, and their bacterial DNAs were extracted using ZymoBIOMICSTM DNA miniprep kit (ZYMO research). Using 2.5 ng of DNA in each sample, qPCR was run with the primer set specific to 16S rDNA of B. vulgatus (Bv-F and Bv-R; 34) and the universal primer set of 785F and 907R [35] using a LightCycler 480 II (Roche Life Science). Threshold cycle (CT) values representing the relative quantities of the B. vulgatus-specific 16S rDNA and the total bacterial 16S rDNAs in each sample were obtained and the values of 2−[CT(B.vulgatus) − CT(Total Bacteria)] were calculated by the 2−ΔΔCT method [61]. The primers used in this assay are listed in the Additional file: Table S3.
Mouse lethality assay
To examine the mortality of the mice infected with V. vulnificus in the presence of cFP, four-week-old female ICR mice (CrljOri:CD1[ICR]), which have been starved for 12 h, were intragastrically treated with cFP (110 μg cFP per gram of mouse) for 12 h prior to V. vulnificus infection. Before bacterial infection, each mouse was intraperitoneally injected with iron dextran (30 μg per gram of mice weight) and intragastrically injected with 8.5% [w/vol.] sodium bicarbonate (50 μl). Various concentrations of freshly grown V. vulnificus were resuspended in PBS and injected intragastrically into seven mice per set. Since cFP was dissolved in PBS mixed with 1% DMSO, the same volume of buffer was injected intragastrically as a control. The number of dead mice was counted for 24 h.
Statistical analyses
Results were expressed as the mean ± standard deviation (SD) or median ± SD in the three independent experiments. Statistical analysis was performed using Student’s t-test (SYSTAT program, SigmaPlot version 9, Systat Software Inc.). A log-rank test (http://bioinf.wehi.edu.au/software/russell/logrank/) was performed to estimate statistical significance of the mouse mortality results. Differences were considered significant if P-values were < 0.01. P-values were presented in the corresponding figures, or their significance was indicated by * or **, when 0.001 < P ≤ 0.01 or P < 0.001, respectively.
Supplementary Information
Acknowledgements
The authors thank Prof. S-J Park and Dr. J Kim (Yonsei University College of Medicine) for SEM and TEM analysis.
Abbreviations
- cFP
Cyclo-(phenylalanine-proline)
- CFU
Colony-forming unit
- cPT
Cyclo-(proline-threonine)
- cPV
Cyclo-(proline-valine)
- DiSC3(5)
3,3′-Dipropylthiadicarbocyanine iodide
- ITC
Isothermal titration calorimetry
- RFU
Relative fluorescence unit
- SM
Spent medium
Authors’ contributions
J.-A.K., B.-R.J., and K.-H.L. designed and coordinated the study.; J.-A.K., B.-R.J., Y.-R.K., and Y.-C.J. performed experiments and acquired the data.; J.-A.K., B.-R.J., Y.-C.J., K.-S.K., and K.-H.L. analyzed the data; J.-A.K. B.-R.J. and K.-H.L. wrote the paper with input from Y.-C.J. and K.-S.K.; K.-H.L. supervised the work. All the authors participated in discussions of the results and reviewed the final draft. The authors read and approved the final manuscript.
Funding
This work was supported by grants from the National Research Foundation, Republic of Korea (NRF-2018R1A5A1025077 [Microbial Survival Systems Research Center] and NRF-2021R1A2B5B02002477).
Availability of data and materials
Amplicon data for the phylum Bacteroidetes are in the Additional file: Table S1; information for the bacterial strains, plasmids, and oligonucleotide primers are listed in the Additional file: Tables S2 and S3; the 16S rRNA sequences for the MGM isolates were deposited to the GenBank with accession numbers of MT764994 to MT765002.
Declarations
Ethics approval and consent to participate
For the experiments using mice, all the animals received humane care in accordance with the institutional guidelines of Sogang University and the legal requirements (IACUCSGU2015_03 and IACUCSGU2019_01).
Consent for publication
Not applicable.
Competing interests
The authors declare no conflict of interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Jeong-A Kim and Bo-Ram Jang contributed equally to this work.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Amplicon data for the phylum Bacteroidetes are in the Additional file: Table S1; information for the bacterial strains, plasmids, and oligonucleotide primers are listed in the Additional file: Tables S2 and S3; the 16S rRNA sequences for the MGM isolates were deposited to the GenBank with accession numbers of MT764994 to MT765002.