| Literature DB >> 26110430 |
Pamela Gamba1, Martijs J Jonker2, Leendert W Hamoen3.
Abstract
Gene expression can be highly heterogeneous in isogenic cell populations. An extreme type of heterogeneity is the so-called bistable or bimodal expression, whereby a cell can differentiate into two alternative expression states. Stochastic fluctuations of protein levels, also referred to as noise, provide the necessary source of heterogeneity that must be amplified by specific genetic circuits in order to obtain a bimodal response. A classical model of bimodal differentiation is the activation of genetic competence in Bacillus subtilis. The competence transcription factor ComK activates transcription of its own gene, and an intricate regulatory network controls the switch to competence and ensures its reversibility. However, it is noise in ComK expression that determines which cells activate the ComK autostimulatory loop and become competent for genetic transformation. Despite its important role in bimodal gene expression, noise remains difficult to investigate due to its inherent stochastic nature. We adapted an artificial autostimulatory loop that bypasses all known ComK regulators to screen for possible factors that affect noise. This led to the identification of a novel protein Kre (YkyB) that controls the bimodal regulation of ComK. Interestingly, Kre appears to modulate the induction of ComK by affecting the stability of comK mRNA. The protein influences the expression of many genes, however, Kre is only found in bacteria that contain a ComK homologue and, importantly, kre expression itself is downregulated by ComK. The evolutionary significance of this new feedback loop for the reduction of transcriptional noise in comK expression is discussed. Our findings show the importance of mRNA stability in bimodal regulation, a factor that requires more attention when studying and modelling this non-deterministic developmental mechanism.Entities:
Mesh:
Substances:
Year: 2015 PMID: 26110430 PMCID: PMC4482431 DOI: 10.1371/journal.pgen.1005047
Source DB: PubMed Journal: PLoS Genet ISSN: 1553-7390 Impact factor: 5.917
Fig 1Autostimulation of ComK expression is sufficient for bimodal distribution.
(A) Schematic presentation of comK regulation in wild-type cells (left panel), and the resulting induction of ComK in a cell population (right panel). (B) Schematic presentation of the artificial ComK feedback loop constructed by replacement of the comK promoter with the comG promoter and deletion of mecA, and the resulting induction of ComK in a cell population (right panel). Induction of competence gene expression (Pcom-gfp) was measured after 4 hours in stationary phase using flow cytometry and a GFP reporter fusion (data based on [7]). Binding of transcriptional regulators is indicated by open circles at the promoter region of the gene, and positive or negative action is depicted with arrows or perpendicular lines, respectively. See main text for details.
Fig 2Transposon insertion in ykyB increases the activation of an artificial ComK feedback loop.
Strains PG401 (amyE::PcomG-lacZ-gfp, PcomG-comK, ΔmecA) and PG401-Tn4 (amyE::PcomG-lacZ-gfp, PcomG-comK, ΔmecA, ykyB:Tn) were grown on nutrient agar plates (A) or competence medium plates (B) supplemented with X-gal. Cells from plates were imaged by fluorescent light microscopy. Insets show related phase contrast images and arbitrary GFP colour intensity scales. Pictures and microscopy images were taken after overnight incubation at 37°C.
Fig 3Altered levels of Kre affect competence development in wild-type strains.
(A) Fraction of PcomG expressing cells in the presence (wt) and absence of kre (kre:Tn and Δkre). Strains PG389 (amyE::PcomG-lacZ-gfp), PG433 (amyE::PcomG-lacZ-gfp, kre:Tn) and PG488 (amyE::PcomG-lacZ-gfp, Δkre) were grown overnight at 37°C on competence medium plates and GFP levels were measured using fluorescence light microscopy. Cells were counted as PcomG ‘ON’ when the GFP intensity exceeded 200 A.U. At least 300 cells were measured for each strain, and the results of 4 independent experiments are shown. (B) Luciferase expression from PcomG in wild-type (●) and Δkre mutant (▲) strains. Strains PG710 (PcomG-luc) and PG724 (PcomG-luc, Δkre) were grown in competence medium at 37°C in a plate reader in the presence of luciferin. Relative luminescence readings and O.D.600 are plotted. (C) Western blot analysis of ComK levels in wild type (BSB1) and Δkre mutant strain (PG479). Cultures were grown in competence medium at 37°C. Time is given in hours relative to the point of transition to the stationary growth phase (T0). Ton indicate samples that were taken after prolonged stationary phase growth (overnight incubation). Arrow indicates ComK band and star indicates an aspecific protein band. (D) Transformation frequencies of wild type (wt) strain BSB1 and Δkre mutant strain (PG479) grown in competence medium at 37°C. DNA was added 0, 1 and 2 hours (T0, T1, T2) relative to the point of transition to stationary phase. Transformation frequencies were determined by plating on selective and unselective plates and results of 3 independent experiments are shown. (E) Fraction of PcomG expressing cells when kre is overexpressed. Strains PG342 (comG:comG-gfp), PG490 (comG:comG-gfp, amyE::Physp-kre) and PG491 (comG:comG-gfp, amyE::Physp-kre, Δkre) were grown overnight at 37°C on competence medium plates supplemented with 0, 0.1 or 1 mM IPTG, and the fractions of ‘PcomG ON’ cells were determined as in (A). Results of 2 independent experiments are shown. (F) Transformation frequencies when kre is overexpressed. Wild type (wt) strain BSB1 and strain PG474 (amyE::Physp-kre) were grown in competence medium in the presence or absence of 1 mM IPTG and transformed using a two-step starvation protocol used for routine transformations. Results of 3 independent experiments are shown.
Fig 4Absence of Kre increases xylose induced GFP-ComK expression.
(A) GFP and phase contrast images of strains PG508 (amyE::Pxyl-gfp-comK, ΔcomK, ΔmecA) and PG505 (amyE::Pxyl-gfp-comK, ΔcomK, ΔmecA, kre:Tn) 60, 120 and 180 min after induction of GFP-ComK with 0.05% xylose. Fluorescence levels are indicated by a colour intensity scale using the same contrast settings. (B) Quantification of GFP-ComK levels after 60 min of xylose induction. (C) Induction of GFP-ComK causes a stronger reduction in cell growth when Kre is inactivated.
Fig 5General effect of Kre on gene expression.
(A) Absence of kre leads to increased GFP expression from a Pxyl promoter. Strains PG537 (amyE::Pxyl-gfp, ΔcomK, ΔmecA) and PG538 (amyE::Pxyl-gfp, ΔcomK, ΔmecA kre:Tn) were grown to logarithmic phase in LB at 37°C in the presence of 0.1% xylose. Graph shows the results of one representative experiment (3 biological replicates). (B) Absence of kre leads to increased GFP expression from the Physp promoter in a wild type background. Strains PG820 (amyE::Physp-gfp) and PG821 (Physp-gfp, kre:Tn) were grown to logarithmic phase in LB at 37°C in the presence of 50 μM IPTG. Graph shows the results of one representative experiment (3 biological replicates). (C) Increase in β-galactosidase expression when kre is deleted. PG500 (amyE::Pveg-lacZ-gfp), PG512 (amyE::Pveg-lacZ-gfp, Δkre), PG811 (amyE::PpksA-lacZ-gfp), PG815 (amyE::PpksA-lacZ-gfp, Δkre) were grown in LB at 37°C and samples were collected at O.D.600 ~0.2–0.3 for β-galactosidase activity measurements. Graphs show the ratio between kre mutant and wild-type strain averaged over 3 independent experiments.
Transcriptome analysis of a kre mutant (PG479).
Genes are listed with 4-fold expression differences between wild type and a kre deletion mutant (PG479). Genes with adjusted p-values for the expression difference larger than 0.05 are discarded. ComK-induced genes are highlighted in bold.
|
|
|
|
|
|
| 88.2 | 0.001 |
|
|
| 5.2 | 0.015 | ammonium transporter |
|
| 4.8 | 0.016 | hypothetical protein |
|
| 4.5 | 0.043 | putative lysine transporter |
|
| 4.3 | 0.038 | hypothetical protein |
|
| 4.2 | 0.015 | inhibitor of SigG and SigE |
|
| 4.1 | 0.015 | hypothetical protein |
|
|
|
|
|
|
| 15.1 | 0.027 | biosynthesis of siderophore bacillibactin |
|
| 14.5 | 0.029 | biosynthesis of siderophore bacillibactin |
|
| 13.8 | 0.029 | biosynthesis of siderophore bacillibactin |
|
| 12.4 | 0.034 | biosynthesis of siderophore bacillibactin |
|
| 11.0 | 0.029 | hypothetical protein |
|
| 10.8 | 0.033 | flavodoxin |
|
| 10.2 | 0.024 | hypothetical protein |
|
| 9.8 | 0.030 | lichenan uptake and phosphorylation |
|
| 9.7 | 0.038 | biosynthesis of siderophore bacillibactin |
|
| 9.3 | 0.023 | putative anti-holin |
|
| 9.2 | 0.028 | flavodoxin |
|
| 8.9 | 0.036 | phospho-beta glucosidase (lichenan utilization) |
|
| 8.0 | 0.033 | lichenan uptake and phosphorylation |
|
| 6.9 | 0.016 | ribose ABC transporter |
|
| 6.9 | 0.032 | lichenan uptake and phosphorylation |
|
| 6.9 | 0.023 | ribose ABC transporter |
|
| 6.9 | 0.020 | ribose ABC transporter |
|
| 6.9 | 0.031 | fructose uptake and phosphorylation |
|
| 6.8 | 0.023 | hypothetical protein |
|
| 6.6 | 0.028 | trilactone hydrolase (iron acquisition) |
|
| 6.5 | 0.012 | sublancin lantibiotic ABC transporter |
|
| 6.4 | 0.012 | citrate synthase |
|
| 6.0 | 0.016 | glutamate dehydrogenase (arginine utilization) |
|
| 5.9 | 0.031 | fructose uptake and phosphorylation |
|
| 5.9 | 0.017 | ribose ABC transporter |
|
| 5.9 | 0.018 | amino-ketobutyrate CoA ligase (threonine utilization) |
|
| 5.7 | 0.015 | arabinan degradation |
|
| 5.5 | 0.014 | thiol-disulfide oxidoreductase |
|
| 5.3 | 0.033 | fructose uptake and phosphorylation |
|
| 5.2 | 0.033 | survival of ethanol and salt stresses |
|
| 5.1 | 0.014 | ribokinase (ribose utilization) |
|
| 5.1 | 0.021 | arabinan degradation |
|
| 5.1 | 0.012 | phosphatase (RapA) inhibitor |
|
| 5.1 | 0.014 | single-strand DNA-binding protein (ComK induced) |
|
| 5.0 | 0.020 | threonine dehydrogenase (threonine utilization) |
|
| 4.9 | 0.029 | similar to H+/glutamate symporter |
|
| 4.9 | 0.014 | arabinose ABC transporter |
|
| 4.8 | 0.015 | biosynthesis of antimicrobial peptide sublancin |
|
| 4.7 | 0.024 | holin required for spore morphogenesis germination |
|
| 4.7 | 0.017 | arginine, ornithine and citrulline utilization |
|
| 4.7 | 0.016 | regulation of ribose utilization |
|
| 4.7 | 0.029 | uptake succinate, fumurate, malate and oxaloacetate |
|
| 4.6 | 0.012 | response regulator aspartate phosphatase |
|
| 4.6 | 0.023 | xylan beta-xylosidase |
|
| 4.6 | 0.016 | hypothetical protein |
|
| 4.5 | 0.034 | fructose uptake and phosphorylation |
|
| 4.5 | 0.016 | hypothetical protein |
|
| 4.4 | 0.018 | sublancin lantibiotic antimicrobial precursor peptide |
|
| 4.4 | 0.024 | hydroxamate siderophore ABC transporter |
|
| 4.4 | 0.029 | beta-xyloside permease (xylan utilization) |
|
| 4.4 | 0.016 | cell wall turnover |
|
| 4.4 | 0.012 | hypothetical protein |
|
| 4.3 | 0.020 | alanine dehydrogenase (alanine utilization) |
|
| 4.3 | 0.020 | hypothetical protein |
|
| 4.3 | 0.015 | regulation of iron acquisition |
|
| 4.1 | 0.016 | arabinose ABC transporter |
|
| 4.1 | 0.022 | beta-lactamase |
|
| 4.1 | 0.016 | probably regulation of muramic acid utilization |
|
| 4.1 | 0.020 | phosphatase (RapK) regulator |
|
| 4.0 | 0.018 | recombination mediator protein (ComK induced) |
|
| 4.0 | 0.016 | glycine dehydrogenase (glycine utilization) |
Fig 6Kre affects comK mRNA stability.
(A) Relative increase in veg, pksA and comK mRNA levels in a kre mutant determined by quantitative real-time PCR (qPCR). RNA was isolated from PG500 (amyE::Pveg-lacZ-gfp) and PG512 (amyE::Pveg-lacZ-gfp, Δkre), and results shown are the average of 3 biological replicates. (B & C) Strains PG500 (amyE::Pveg-lacZ-gfp) and PG512 (amyE::Pveg-lacZ-gfp, Δkre) were grown in LB at 37°C. At OD600 ~0.2 T0-samples were collected immediately before rifampicin (150 μg/ml) was added. Subsequent samples were taken 2, 4, 6, 8 and 16 min after rifampicin addition. Relative abundance of comK (B) and ftsZ (C) transcripts were quantified over 3 independent experiments using qPCR. (D & E) Strain PG474 (amyE::Physp-kre) was grown in LB at 37°C in the presence or absence of 1 mM IPTG. At OD600 ~0.25, T0-samples were collected immediately before rifampicin was added. Subsequent samples were taken 1, 2, 3, 4, 6, and 8 minutes after rifampicin addition. Relative abundance of comK (D) and ftsZ (E) transcripts were quantified over 3 independent experiments using qPCR.
Fig 7Phylogenetic relation between comK and its key regulators.
Phylogenetic display of kre and other ComK regulators in bacterial species. Data and presentation is based on information from the STRING interaction database [75]. Colour intensity indicates measure of homology with the corresponding genes in B. subtilis.
Fig 8Negative feedback regulation of kre.
(A) Schematic representation of the kre promoter region. Three potential AT-boxes and the putative -35 promoter region [38] are highlighted in red and grey, respectively. (B) Overproduction of ComK in a mecA mutant causes repression of kre expression. Strains PG501 (amyE::Pkre-lacZ-gfp), PG763 (amyE::Pkre-lacZ-gfp, ΔmecA), PG764 (amyE::Pkre-lacZ-gfp, ΔcomK) and PG765 (amyE::Pkre-lacZ-gfp, ΔmecA, ΔcomK) were grown in competence medium at 37°C, and samples were collected at OD600 ~0.1 for β-galactosidase measurements. (C) Schematic representation of the double negative feedback regulation exerted by Kre and ComK. (D) Reciprocal correlation between Pkre and PcomG expression. Strain PG688 (kre:Pkre-gfp, amyE::PcomG-mcherry) was grown in competence medium at 37°C, and phase contracts and fluorescent images were taken after overnight incubation. (E) Average GFP and mCherry levels in single cells from the same culture in D (n = 211).
Strains and plasmids used in this study.
Unless stated otherwise, all strains were made in the BSB1 wild type background [38]. Genes responsible for resistance to antibiotics are abbreviated as follows: bla (ampicillin), cat (chloramphenicol), erm (erythromycin), kan (kanamycin), phleo (phleomycin), spc (spectinomycin), tet (tetracycline).
|
|
|
|
|
| ||
| BSB1 |
| [ |
| AH7 |
| A. Henderson |
| BV2096 |
| [ |
| H121G |
| H. Strahl |
| PG341 |
| BV2096 DNA → BSB1 |
| PG342 |
| BV2096 DNA → BSB1 |
| PG343 |
| BV2096 DNA → BSB1 |
| PG349 |
| H121G → BSB1 |
| PG368 |
| This study |
| PG389 |
| pPG40 → BSB1 |
| PG401 |
| [PG341+PG368] DNAs → PG389 |
| PG401-Tn4 |
| This study |
| PG405 |
| pPG38 → BSB1 |
| PG406 |
| PG401-Tn4 DNA → BSB1 |
| PG425 |
| PG401-Tn4 DNA → PG342 |
| PG433 |
| PG401-Tn4 DNA → PG389 |
| PG435 |
| pPG55 → BSB1 |
| PG436 |
| pPG56 → BSB1 |
| PG437 |
| pPG57 → BSB1 |
| PG438 |
| pPG58 → BSB1 |
| PG442 |
| pPG54 → BSB1 |
| PG445 |
| pHJS103 → BSB1 |
| PG447 |
| This study |
| PG448 |
| PG401-Tn4 DNA → PG435 |
| PG449 |
| PG401-Tn4 DNA → PG436 |
| PG450 |
| PG401-Tn4 DNA → PG437 |
| PG455 |
| This study |
| PG457 |
| PG401-Tn4 DNA → PG438 |
| PG458 |
| PG455 DNA → PG389 |
| PG459 |
| PG455 DNA → PG433 |
| PG461 |
| PG447 and PG368 DNAs → PG458 |
| PG463 |
| PG447 and PG368 DNAs → PG459 |
| PG474 |
| pPG59 → BSB1 |
| PG475 |
| PG406 DNA → PG349 |
| PG477 |
| PG406 DNA → PG442 |
| PG479 |
| This study |
| PG482 |
| PG342 DNA → PG442 |
| PG485 |
| PG342 → PG477 |
| PG488 |
| PG479 DNA → PG389 |
| PG490 |
| PG474 DNA → PG342 |
| PG491 |
| [PG474+PG479] DNAs → PG342 |
| PG494 |
| pPG61 → BSB1 |
| PG500 |
| pPG60 → BSB1 |
| PG501 |
| pPG62 → BSB1 |
| PG512 |
| PG479 DNA → PG500 |
| PG505 |
| [PG447+PG368] DNAs → PG475 |
| PG508 |
| [PG447+PG368] DNAs → PG349 |
| PG535 |
| PG406 DNA → PG445 |
| PG537 |
| [PG447+PG368] DNAs → PG445 |
| PG538 |
| [PG447+PG368] DNAs → PG535 |
| PG548 |
| pPG59*fs → BSB1 |
| PG604 |
| pPG66 → BSB1 (Campbell) |
| PG678 |
| PG447 DNA → PG604 |
| PG688 |
| PG405 DNA → PG604 |
| PG710 |
| pPG118 → BSB1 (Campbell) |
| PG724 |
| PG710 DNA → PG479 |
| PG746 |
| pPG63 → BSB1 |
| PG747 |
| pPG126 → BSB1 |
| PG753 |
| PG747 DNA → PG746 |
| PG755 |
| PG479 DNA → PG746 |
| PG763 |
| PG343 DNA → PG501 |
| PG764 |
| PG447 DNA → PG501 |
| PG765 |
| [PG343+PG447] DNAs → PG501 |
| PG811 |
| pPG136 → BSB1 |
| PG815 |
| PG479 DNA → PG811 |
| PG820 |
| AH7 DNA → BSB1 |
| PG821 |
| AH7 DNA → PG479 |
|
| ||
| DH5α |
| Laboratory stock |
|
|
|
|
| pDR111 |
| [ |
| pMarB |
| [ |
| pSG1164 |
| [ |
| pMutin-GFP+ |
| [ |
| pUC18Cm::luc |
| [ |
| pAWC3 |
| Gamba |
| pHJS103 |
| [ |
| pHJS105 |
| [ |
| pPG2 |
| [ |
| pPG20 |
| This study |
| pPG21 |
| This study |
| pPG22 |
| This study |
| pPG23 |
| This study |
| pPG34 |
| This study |
| pPG35 |
| This study |
| pPG38 |
| This study |
| pPG40 |
| This study |
| pPG49 |
| This study |
| pPG54 |
| This study |
| pPG55 |
| This study |
| pPG56 |
| This study |
| pPG57 |
| This study |
| pPG58 |
| This study |
| pPG59 |
| This study |
| pPG59*fs |
| This study |
| pPG60 |
| This study |
| pPG61 |
| This study |
| pPG62 |
| This study |
| pPG63 |
| This study |
| pPG66 |
| This study |
| pPG118 |
| This study |
| pPG126 |
| This study |
| pPG136 |
| This study |