Abstract
Bacteria must survive harsh environmental fluctuations at times and have evolved several strategies. “Collective” behaviors have been identified due to recent progress in single-cell analysis. Since most bacteria exist as single cells, bacterial populations are often considered clonal. However, accumulated evidence suggests this is not the case. Gene expression and protein expression are often not homogeneous, resulting in phenotypic heterogeneity. In extreme cases, this leads to bistability, the existence of two stable states. In many cases, expression of key master regulators is bimodal via positive feedback loops causing bimodal expression of the target genes. We observed bimodal expression of metabolic genes for alternative carbon sources. Expression profiles of the frlBONMD-yurJ operon driven by the frlB promoter (PfrlB), which encodes degradation enzymes and a transporter for amino sugars including fructoselysine, were investigated using transcriptional lacZ and gfp, and translational fluorescence reporter mCherry fusions. Disruption effects of genes encoding CodY, FrlR, RNaseY, and nucleoid-associated protein YlxR, four known regulatory factors for PfrlB, were examined for expression of each fusion construct. Expression of PfrlB-gfp and PfrlB-mCherry, which were located at amyE and its original locus, respectively, was bimodal; and disruption of ylxR resulted in the disappearance of the clear bimodal expression pattern in flow cytometric analyses. This suggested a role for YlxR on the bimodal expression of PfrlB. The data indicated that YlxR acted on the bimodal expression of PfrlB through both transcription and translation. YlxR regulates many genes, including those related to translation, supporting the above notion. Depletion of RNaseY abolished heterogenous expression of transcriptional PfrlB-gfp but not bimodal expression of translational PfrlB-mCherry, suggesting the role of RNaseY in regulation of the operon through mRNA stability control and regulatory mechanism for PfrlB-mCherry at the translational level. Based on these results, we discuss the meaning and possible cause of bimodal PfrlB expression.
Introduction
Bacterial “collective” behaviors of single cells have evolved to adapt to their harsh environments and have been identified as a result of recent progress in single-cell analysis (; ). A growing number of examples show these behaviors (; ; ; ; ; ; ; ). Heterogeneous expression of genes and proteins often leads to phenotypic heterogeneity. In extreme cases, this results in bistability, the existence of two stable states in a single population. For example, in Bacillus subtilis development of genetic competence for uptake of extracellular DNA, bimodal expression of the key master regulator ComK is observed, which leads to the differentiation of a fraction of cells among the cell population into the competent state (; ). When it comes to heterogeneous expression systems, bacteria sometime adopt a “bet-hedging strategy” where they differentiate into subpopulations in the same culture in order to facilitate adaptation to rapid environmental fluctuations (; ). In this strategy, the cells to be adapted for the fluctuation with different phenotype have differentiated from sibling cells even before the environmental change. For example, Bacillus sporulation can be regarded as “bet-hedging” since the sporulating subpopulation prepares for more nutritionally harsh environments while the non-sporulating subpopulation retains the chance to re-initiate cell growth if more nutrients become available. In this case, highly heterogeneous phosphorylation of the master sporulation regulator Spo0A triggers the initiation of sporulation ().
YlxR has characteristics specific to nucleoid-associated proteins (NAPs) and exhibits non-homogeneous expression (; ). The heterogeneous expression of YlxR was revealed through microscopic observation of green fluorescent protein (GFP) expression by an YlxR–GFP fusion, although the biological consequence remains unclear (). YlxR regulates transcription of more than 400 genes, including many metabolic genes (). For example, in a B. subtilis ylxR-deletion mutant, expression of the frlBONMD-yurJ operon for amino sugar utilization and two arginine biosynthetic operons were enhanced (, ). Furthermore, YlxR positively regulated the tsaEBD-containing operon through direct binding of YlxR to the operon promoter (; Figure 1). TsaEBD is an enzyme required for the synthesis of threonylcarbamoyl adenosine (t6A)-modified tRNA (; ). The t6A-modified tRNA is conserved in all domains of life, and its deficiency sometimes causes severe dysfunctions (; ). Expression of the ylxR-containing operon driven by the ylxS promoter (PylxS) itself requires cshA encoding a DEAD-box RNA helicase (; ). Proteomic analysis of B. subtilis revealed that CshA is lysine-acetylated (; ). It has been reported that CshA associates with RNA polymerase (RNAP) and CshA-associated RNAP alters some of its own properties, such as its affinity to several sigma factors (; ). CshA acetylation is susceptible to pyruvate dehydrogenase (PDH) mutations in pdhABCD (; ). Disruption of the pdh genes reduces the intracellular acetyl-CoA pool and flux as a result of the loss of PDH activity, that is, the conversion of pyruvate to acetyl-CoA (). In B. subtilis, several lines of evidence suggest a relationship between low t6A and protein quality control, including PDH (; ). Therefore, t6A is required for a stable acetyl-CoA supply through control of PDH activity. Consequently, YlxR and CshA are concomitantly involved in the complex regulatory loop.
FIGURE 1
The frlBONMD-yurJ operon is driven by PfrlB, which encodes metabolic enzymes fructoselysine-6-P-glycosidase from frlB and fructosamine kinase from frlD, and the FrlMNO-YurJ transporter for amino sugars, including fructoselysine. In the current study, expression profiles of the frlBONMD-yurJ operon were investigated using four fusion constructs. Two were transcriptional lacZ and gfp fusions at the ectopic locus amyE. The third was a transcriptional gfp fusion located at its original chromosomal location. The fourth fusion construct was a translational mCherry fusion at its original locus. Disruption effects of “genes encoding” CodY, FrlR, and YlxR, three known transcription factors for PfrlB, were examined for expression of each fluorescent reporter fusion in flow cytometric analyses (
Materials and Methods
Strains, Media, and PCR
All Bacillus subtilis strains used in this study are shown in Table 1. One-step competence medium (MC) (
TABLE 1
| Strain | Genotype | References |
| 168 | trpC2 | Laboratory stock |
| OAM913 | trpC2 frlR::Kmr | This study |
| OAM816 | trpC2 ylxR::Tn (Kmr) | |
| KK21 | trpC2 codY(Cmr) | |
| GP193 | trpC2 rny (PxylA-rny Cmr) | |
| OAM-N32 | sinI::psinI-SD-gfp (Cmr) | |
| OAM914 | trpC2 amyE::PfrlB-lacZ (Cmr) | This study |
| OAM915 | trpC2 amyE::PfrlB-lacZ (Cmr) ylxR(Kmr) | This study |
| OAM916 | trpC2 amyE::PfrlB-lacZ (Cmr) frlR(Kmr) | This study |
| OAM917 | trpC2 amyE::PfrlB-lacZ (Cmr) | This study |
| codY(Cmr::Tcr) | ||
| OAM933 | trpC2 amyE::PacsA-lacZ (Cmr) | This study |
| OAM934 | trpC2 amyE::PcodV-lacZ (Cmr) | This study |
| FU676 | trpC2 amyE::PilvB-lacZ (Cmr) | |
| OAM818 | trpC2 amyE::PylxS-gfp (Cmr) | |
| OAM938 | trpC2 amyE::PylxS-gfp (Cmr) cshA (Kmr) | This study |
| OAM939 | trpC2 amyE::PylxS-gfp (Cmr) ylxR(Kmr) | This study |
| OAM918 | trpC2 amyE::PfrlB-gfp (Cmr) | This study |
| OAM919 | trpC2 amyE::PfrlB-gfp(Cmr) frlR(Kmr) | This study |
| OAM920 | trpC2 amyE::PfrlB-gfp (Cmr) codY(Cmr::Tcr) | This study |
| OAM921 | trpC2 amyE::PfrlB-gfp (Cmr) ylxR(Kmr) | This study |
| OAM940 | trpC2 amyE::PfrlB-gfp (Cmr::Tcr) rny (Cmr) | This study |
| OAM935 | trpC2 amyE::PacsA-gfp (Cmr) | This study |
| OAM936 | trpC2 amyE::PcodV-gfp (Cmr) | This study |
| OAM937 | trpC2 amyE::PilvB-gfp (Cmr) | This study |
| OAM922 | trpC2 PfrlB-gfp(Cmr) | This study |
| OAM923 | trpC2 PfrlB-gfp(Cmr) frlR(Kmr) | This study |
| OAM924 | trpC2 PfrlB-gfp (Cmr) codY(Cmr::Tcr) | This study |
| OAM925 | trpC2 PfrlB-gfp (Cmr) ylxR(Kmr) | This study |
| OAM926 | trpC2 PfrlB-gfp (Cmr) codY(Cmr::Tcr) ylxR (Kmr) | This study |
| OAM941 | trpC2 PfrlB-gfp (Cmr::Tcr) rny (Cmr) | This study |
| OAM927 | trpC2 PfrlB-mCherry (Cmr) | This study |
| OAM928 | trpC2 PfrlB-mCherry (Cmr) frlR(Kmr) | This study |
| OAM929 | trpC2 PfrlB-mCherry (Cmr) codY(Cmr::Tcr) | This study |
| OAM930 | trpC2 PfrlB-mCherry (Cmr) ylxR(Kmr) | This study |
| OAM841 | trpC2 proB-lacZ (Tcr) ylxR(Kmr) amyE::Pxyl-ylxR (Cmr) | |
| OAM944 | trpC2 PfrlB-mCherry (Cmr) ylxR(Kmr) amyE::Pxyl-ylxR (Cmr::Tcr) | This study |
| OAM931 | trpC2 PfrlB-mCherry (Cmr) codY(Cmr::Tcr) ylxR (Kmr) | This study |
| OAM942 | trpC2 PfrlB-mCherry (Cmr::Spr) rny (Cmr) | This study |
| OAM943 | trpC2 PfrlB-mCherry (Cmr::Spr) rny (Cmr) ylxR (Kmr) | This study |
| OAM817 | trpC2 amyE::PylxS-gfp (Cmr) | |
| OAM932 | trpC2 PfrlB-mCherry (Cmr) amyE::PylxS-gfp (Cmr::Tcr) | This study |
| Plasmid | Description | |
| pIS284 | Ampicillin resistance, amyE::lacZ(Cmr) | |
| pIS284-frlB | Ampicillin resistance, amyE::PfrlB-lacZ(Cmr) | This study |
| pIS284-acsA | Ampicillin resistance, amyE::PacsA-lacZ(Cmr) | This study |
| pIS284-codV | Ampicillin resistance, amyE::PcodV-lacZ(Cmr) | This study |
| ECE75 | Ampicillin resistance, Cmr::Tcr | BGSC |
| ECE73 | Ampicillin resistance, Cmr::Spr | BGSC |
| pUKM504 | pUC19 carrying Ampr::Kmr | |
| pUKM504-frlR | pUC19 carrying a part of frlR and Ampr::Kmr | This study |
| pSG1194 | Ampicillin resistance, dsRed (Cmr) | |
| pfrlB-SD-gfp | pSG1194 carrying PfrlB-SD-gfp instead of dsRed | This study |
| pNG621 | Ampicillin resistance, mCherry (Cmr) | |
| pfrlB-mCherry | pNG621 carrying PfrlB-mCherry | This study |
Strains and plasmids used in this study.
Plasmid Construction
The plasmids used in this study are listed in Table 1. For PCR, B. subtilis chromosomal DNA was used as template. To construct pIS284-frlB, pIS284-acsA, and pIS284-codV, PCR products were amplified using the oligonucleotides pairs pIS-frlB-F-E/pIS-frlB-R-B, pIS-acsA-F-E/pIS-acs-R-B, and pIS-codV-Eco/pIS-codV-Bam; digested with EcoRI/BamHI; and cloned into pIS248 treated with the same enzymes (
Strain Construction
To construct OAM914, OAM933, and OAM934, the plasmids pIS284-frlB, pIS284-acsA, and pIS284-codV were transformed to the wild-type (WT) strain 168; and among the resultant chloramphenicol resistant colonies, those with amylase non-producing phenotype were selected on the LB agar plate containing 1% starch. To construct OAM913, OAM922, and OAM927, the plasmids pUKM504-frlR, pfrlB-SD-gfp, and pfrlB-mCherry were transformed to 168. To construct strains carrying the amyE:PfrlB-gfp, amyE:PacsA-gfp, amyE:PcodV-gfp, and amyE:PilvB-gfp fusions, first, PCR products were amplified from strain OAM914 carrying amyE:PfrlB-lacZ, OAM933 carrying amyE:PacsA-lacZ, OAM934 carrying amyE:PcodV-lacZ, and FU676 carrying amyE:PilvB-lacZ, using the oligonucleotide pairs amyE-RR/PfrlB-(SD)-gfp-R, amyE-RR/PacsA-(SD)-gfp-R, amyE-RR/PcodV-(SD)-gfp-R, and amyE-RR/PilvB-(SD)-gfp-R, respectively. Second, PCR products were amplified from the strain OAM-N32 using the oligonucleotide pair gfp(SD)-F/amyE-FF (
β-Galactosidase Analysis
Growth conditions and β-galactosidase analysis procedures were previously described (
Microscopic Observations
Cells were picked up from flesh colony on LB agar plate and inoculated to 1 ml of LB medium in L-tube. The tube was shaken for 14 h at 37°C. One hundred microliters of the culture was centrifuged, and 80 μl of the supernatant was removed. The cells were then resuspended in the remaining 20 μl. Portions (2 μl) of each sample were mounted on glass slides treated with 0.1% (wt/vol) poly-L-lysine (Sigma-Aldrich, MO, United States). Microscopy was performed with an Olympus BX51 phase contrast and fluorescence microscope with a 100 × PLAN-N objective (Olympus, Tokyo, Japan). Images were captured using a CoolSNAP HQ charge-coupled device camera (Nippon Roper, Tokyo, Japan) and Metavue 4.6r8 software (Universal Imaging, PA, United States).
Flow Cytometry Analysis
All the strains were streaked on LB agar plates supplemented with specific antibiotics and incubated overnight. The resulting single colony was picked up and grown overnight in 1 ml of LB medium in L-tube at 37°C. Cells were washed and resuspended in phosphate-buffered saline (PBS) and directly measured on BD LSRFortessa (Becton–Dickinson, CA, United States) with an argon laser (488 nm) and yellow green laser (561 nm). For each sample, the green fluorescent signal or mCherry signal of 30,000 cells was collected by a bandpass (BP) filter (530/30 nm, 610/20 nm). The fluorescent intensity was calculated in arbitrary units (AUs). All the captured data were further analyzed with FlowJo version 7.6.5 software (TreeStar, CA, United States).
Results
YlxR-Mediated PfrlB Expression at the amyE Locus
The frlBONMD-yurJ operon is subject to the severe YlxR-dependent transcription repression according to previous YlxR-transcriptome analysis (
FIGURE 2

Expression of PfrlB-lacZ. Strains were grown in sporulation medium and sampled hourly. The x axis represents the growth time in hours relative to the end of vegetative growth (T0). Means from three independent experiments and the standard deviations are shown. Left graph: circles, wild type (OAM914); triangles, ylxR (OAM915). Right graph: diamonds, codY (OAM917); squares, frlR (OAM916).
FIGURE 3

Expression of PylxS-gfp. Strains bearing amyE:PylxS-gfp, wild type (OAM818), cshA (OAM938), and ylxR (OAM939) were grown in LB medium in L-tubes. After 14 h, the cells were sampled and processed. Representative micrographs of the microscopic observation are shown. PC, phase contrast; GFP, green fluorescent protein; LB, Luria–Bertani. GFP fluorescence was visualized using a WIB filter set (Olympus). Image processing and data analysis were performed using Adobe Photoshop CS5.
FIGURE 4

Expression of PfrlB-gfp fusions located at its own and ectopic chromosomal regions and PfrlB-mCherry. Structures of two gfp and mCherry fusions are schematically depicted alongside the corresponding micrographs. The large and small boxes on the line represent the open reading frames and Shine–Dalgarno (SD) sequences (blue for frlB and green for gfp). The pale box represents an SD sequence that failed to function. The bent arrow indicates the promoter. All the strains retain the intact frlB gene. The numbers indicate the nucleotide positions relative to the transcription start nucleotide. Strains were grown in LB medium in L-tubes. PC, phase contrast; GFP, green fluorescent protein; and mCherry, red fluorescent protein derived from Discosoma sp. GFP and mCherry fluorescence were visualized using WIB and WIG filter sets (Olympus, Tokyo, Japan), respectively. Image processing and data analysis were performed using Adobe Photoshop CS5. Representative images are shown.
FIGURE 5

Flow cytometry analysis of three fluorescent PfrlB fusions. Strains as follows were grown in LB medium. (A)amyE:PfrlB-gfp. (1) OAM918; (2) OAM919; (3) OAM920; (4) OAM921; (5) OAM940. (B) PfrlB-gfp. (1) OAM922; (2) OAM923; (3) OAM924; (4) OAM925; (5) OAM941; (6) OAM926. (C) PfrlB-mCherry. (1) OAM927; (2) OAM928; (3) OAM929; (4) OAM930; (5) OAM942; (6) OAM931; (7) OAM943; (8 and 9) OAM944. (D) Results of longer cultivation time for three wild-type fusions. (E) (1) OAM935; (2) OAM937; (3) OAM936. X- and Y-axes indicate fluorescence intensity and cell numbers, respectively. The biexponential transformation was applied to display the flow cytometry data and X-axis is in “logicle” scale (
According to previous reports, the repressors CodY and FrlR bind to the promoter region of frlB (
YlxR- and CodY-Mediated PfrlB-gfp Expression at the Original Chromosomal Locus
In a previous report, expression of PfrlB (yurP)-lacZ in its original chromosomal context is 10-fold enhanced by codY disruption when cultured in minimal glucose-glutamine medium containing a mixture of 16 additional amino acids (
YlxR-Mediated PfrlB-mCherry Translational Fusion Expression at the Original Locus
As detailed in the Supplementary Table S1 in
frlB Expression in the rny Depletion Mutant
Expression of PfrlB is reported to be negatively regulated by RNaseY, which is encoded by rny and has endonuclease activity for many mRNAs (
Microscopic Analysis of Cells Bearing PfrlB-mCherry Translational Fusion and amyE:PylxS-gfp
Flow cytometric analysis suggested that YlxR mediated negative control of PfrlB-mCherry. Moreover, as YlxR expression is heterogeneous (
FIGURE 6

Expression of gfp and mCherry in cells bearing PylxS-gfp and PfrlB-mCherry. OAM932 was grown in LB medium in L-tubes. After 14 h of incubation, cells were sampled and processed. Representative micrographs from the microscopic observation are shown. PC, phase contrast; GFP, green fluorescent protein; mCherry, red fluorescent protein; LB, Luria–Bertani. GFP and mCherry fluorescence were visualized using WIB and WIG filter sets (Olympus), respectively. Arrowheads indicate mCherry-ON/GFP-OFF cells. Image processing and data analysis were performed using Adobe Photoshop CS5. The merged micrographs are in shown with pseudocolor, red, mCherry; green, GFP. Results of the quantitative analysis are shown below the photos. Chi-square test of independence was performed to compare the frequencies or proportions among variables in four types of cells with respect to mCherry and GFP. Chi-square value, p-value, and degrees of freedom (df) value were 30.19, 3.93 × 10– 8, and 1, respectively. This indicated that the chi-square statistic was at a significant level.
Discussion
In this study, we observed bimodal expression of PfrlB-mCherry. Gene products of the frlB operon are used for the utilization of amino sugars. However, to the best of our knowledge, there are no reports on whether sporulation or LB media contain amino sugars. In synthetic MC medium, which does not contain amino sugars, frlB expression did not change compared with that in sporulation or LB media (Ogura, unpublished results). These results indicated that some cells differentiate into PfrlB-expressing cells, even though there is no availability of amino sugars. This means that the Bacillus cells adopt a bet-hedging strategy with respect to nutritional fluctuation. At the transcription level, the observed bimodal or heterogeneous expression of PfrlB located at ectopic or original locus was caused by mRNA degradation triggered by RNaseY; however, this regulation was restricted for the transcriptional fusion expression through mRNA stability control. Based on our current study, we suggest that YlxR bimodal expression may result in the bimodal expression of the frlB operon through regulation at both the transcription and post-transcription levels including translation. Similar to YlxR in Bacillus subtilis, Escherichia coli nucleoid-associated proteins Ler and H-NS cause bimodal expression from the enterocyte effacement (LEE) pathogenicity loci (
FIGURE 7

Hypothetical schematic for the regulation of frlB expression. Arrows and T-bars indicate positive and negative actions, respectively. Ac, acetyl moiety; RNAP, RNA polymerase.
Disruption of codY enhanced the expression of the transcriptional PfrlB-gfp fusion but did not affect the expression of the translational fusion. Considering the changes in the expression profiles between both fusions also suggested the regulation of frlB was at the post-transcriptional level including translation. Two possible routes of YlxR-dependent translational regulation of frlB were feasible (Figure 7). First, YlxR itself may function in frlB translation. It is possible that YlxR binds to frlB mRNA and thereby affects its translation as the crystal stereo-structure of YlxR suggests RNA-binding by YlxR (
The expression of ylxR is dependent on cshA, and therefore, disruption cshA would be expected to increase frlB expression as the cshA disruption would lead to decreased expression of YlxR, the negative regulator of frlB (Figures 1, 7). However, according to a previous transcriptome analysis of the cshA disruptant, the frlB operon is severely suppressed (
A previous study presented a model where FrlR was a repressor and suggested that the inducer fructosamine-6-phosphate may inhibit the repressor activity of FrlR, leading to expression of the frlB operon (
We observed that CodY only functioned when the target frlB promoter was located in its original chromosomal position as disruption of codY did not affect frlB expression from the amyE locus. However, in an earlier report, PfrlB-lacZ expression at amyE increased in the codY disruptant (
There are few known cases of bimodal expression of metabolic genes. In E. coli, when cells are transferred from glucose-containing media to media with a different carbon-source medium, such as malate, which is used for gluconeogenesis, most of the cells remain dormant in a persister state; however, a subpopulation that is prepared to use malate and the gluconeogenesis pathway appears among the cell population (
Statements
Data availability statement
The original contributions presented in the study are included in the article/Supplementary Material. further inquiries can be directed to the corresponding author.
Author contributions
MO performed experiments and wrote the manuscript. KS performed experiments. YK performed statistical analyses. All authors contributed to the article and approved the submitted version.
Funding
This work was supported by JSPS KAKENHI Grant Number 18K05415 and the Research Program of the Institute of Oceanic Research and Development.
Acknowledgments
The authors wish to acknowledge Support Center for Medical Research and Education, Tokai University, for excellent technical support of flow cytometry analyses by Y. Okada and Y. Iida. The authors also thank the technical aid of Chiharu Takagi (Japan Women’s University).
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmicb.2020.02024/full#supplementary-material
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Summary
Keywords
amino sugar utilization, bimodal expression, autoregulation of ylxR, Bacillus subtilis, bet-hedging strategy
Citation
Ogura M, Shindo K and Kanesaki Y (2020) Bacillus subtilis Nucleoid-Associated Protein YlxR Is Involved in Bimodal Expression of the Fructoselysine Utilization Operon (frlBONMD-yurJ) Promoter. Front. Microbiol. 11:2024. doi: 10.3389/fmicb.2020.02024
Received
07 July 2020
Accepted
30 July 2020
Published
21 August 2020
Volume
11 - 2020
Edited by
Peter Graumann, Philipps University of Marburg, Germany
Reviewed by
Kazutake Hirooka, Fukuyama University, Japan; Fabian M. Commichau, Brandenburg University of Technology Cottbus-Senftenberg, Germany
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© 2020 Ogura, Shindo and Kanesaki.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Mitsuo Ogura, oguram@scc.u-tokai.ac.jp
This article was submitted to Microbial Physiology and Metabolism, a section of the journal Frontiers in Microbiology
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