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Brief Report

Expanding the Functionality of an Autoinduction Device for Repression of Gene Expression in Bacillus subtilis

by
Bruna F. Silva
1,†,
Graciely G. Corrêa
1,†,
Vitória F. B. Zocca
1,
Flavio P. Picheli
1,
Milca R. C. R. Lins
2 and
Danielle B. Pedrolli
1,*
1
Department of Bioprocess Engineering and Biotechnology, School of Pharmaceutical Sciences, Universidade Estadual Paulista (UNESP), Rodovia Araraquara-Jau km 1, Araraquara 14800-903, Brazil
2
Center for Natural and Human Sciences, Campus Santo André, Federal University of ABC (UFABC), Avenida dos Estados 5001, Santo André 09210-580, Brazil
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Int. J. Mol. Sci. 2023, 24(1), 84; https://doi.org/10.3390/ijms24010084
Submission received: 14 November 2022 / Revised: 28 November 2022 / Accepted: 1 December 2022 / Published: 21 December 2022
(This article belongs to the Section Molecular Microbiology)

Abstract

:
Autonomous control of gene expression through engineered quorum-sensing processes is broadly applicable to biosynthetic pathways, including simultaneous control of different genes. It is also a powerful tool for balancing growth and production. We had previously engineered a modular autoinduction device for the control of gene expression in B. subtilis. Now, we expand its functionality to repress gene expression autonomously. The engineered R8 promoter responds to AHL accumulation in the culture medium. In a riboflavin-producing strain, the AHL-Lux complex exerts 5-fold repression on the R8-driven expression of the flavokinase/FAD synthetase gene ribC, resulting in a higher titer of the vitamin. We engineered a strain able to autonomously induce and repress different genes simultaneously, demonstrating the potential of the device for use in metabolic engineering.

Graphical Abstract

1. Introduction

Tools for dynamic control of gene expression are valuable resources to metabolic engineering to optimize the balance between culture growth and biosynthesis of target compounds. The most used strategies for dynamic control are metabolite-sensing regulators and quorum-sensing systems. Both strategies allow for autonomous gene expression control. Metabolite-sensing control is highly specific and pathway-dependent, while quorum-sensing systems are generalist growth-dependent regulatory networks [1,2,3].
We have previously engineered an autonomous device based on the LuxR/LuxI quorum sensing system to induce gene expression in Bacillus subtilis. We used the device to engineer a strain that autonomously induces riboflavin (vitamin B2) overproduction [4]. Now, we expand the functionality of the device for the repression of gene expression and applied it to further engineer our riboflavin overproducing strain (Figure 1).
In B. subtilis, riboflavin synthesis from GTP and ribulose 6-phosphate is catalyzed by the enzymes encoded by the ribDGEABHT genes (rib operon). In the cytosol, riboflavin is quickly converted to flavin monophosphate (FMN) which is then converted to flavin adenine dinucleotide (FAD) by the bifunctional enzyme flavokinase (EC 2.7.1.26)/FAD synthetase (EC 2.7.7.2) (RibC or RibFC) [5,6]. Riboflavin accumulates in the cell if its production surpasses the flavokinase capacity to consume it. The excess riboflavin diffuses to the extracellular environment through the cell membrane. We, therefore, targeted the flavokinase gene ribC using our autonomous device to repress its transcription and, consequently, improve riboflavin production.

2. Results and Discussion

B. subtilis does not naturally overproduce riboflavin. Laboratory strains such as 168 and KO7 do not produce any detectable flavin in the culture medium. For these strains, flavins can only be detected in concentrated cell extracts. However, it is known that a B. subtilis strain producing a mutant flavokinase (RibC G820A) accumulates high amounts of riboflavin to compensate for the reduced enzyme activity. In that strain, the excess of riboflavin can be easily detected in the culture medium [5]. Based on that, we hypothesized that downregulation of the ribC gene would have the same effect on the riboflavin biosynthesis. Therefore, we engineered the ribC native promoter to be repressed by the AHL-LuxR complex using CRISPR edition. For that, the luxbox was inserted downstream of the ribC promoter (PribC) and upstream of the ribosome binding site of ribC (Figure 2A). The engineered promoter was named R8. Two strains were engineered using the R8 promoter: i. B. subtilis::RFai, whose rib operon is under control of the AHL-LuxR-induced R6 promoter, to generate B. subtilis::RFai::rRibC (Figure 1); ii. B. subtilis wild-type to generate the control strain B. subtilis::R8, which lacks the luxRI genes and, therefore, cannot repress the R8 promoter.
To test the improved circuit and validate the AHL-dependent repression of LuxR on the R8 promoter, the two new strains and the B. subtilis::RFai parental strain were cultivated for 48 h for growth and riboflavin production measurements. All three strains grew similarly, reaching maximum culture density after 24 h (Figure 2B), demonstrating that R8 engineering is not harmful to the cells. Moreover, the control strain did not overproduce riboflavin, demonstrating that R8 engineering does not affect ribC expression in the absence of LuxR and does not disrupt the promoter function. On the other hand, B. subtilis::RFai::rRibC is able to overproduce riboflavin to reach 21.8 ± 1.17 mg L−1 (58 ± 3.1 µM), an increase of 2.7-fold over the parental strain B. subtilis::RFai. Unexpectedly, the LuxR-dependent repression started earlier in the culture course than the LuxR-dependent activation (Figure 2C). It is even possible to identify the two events for the B. subtilis::RFai::rRibC strain when the riboflavin specific production is correlated to the OD600 (Figure 2D). At OD600 = 0.3, riboflavin specific production increases as a first event, possibly due to the ribC repression. The specific production stabilizes between 0.4 and 0.6, and then resumes to increase after OD600 = 0.7. Around the same point, the riboflavin production by the B. subtilis::RFai starts.
The gain in riboflavin production caused by AHL-LuxR repression on ribC (14.3 mg L−1, 38 µM) closely matches the riboflavin improvement reached through RibC mutation (15.1 mg L−1, 40 µM), which decreased the flavokinase activity to about 1% of the wild-type enzyme [5]. In the latter, the riboflavin synthesis increase is assigned to diminished feedback inhibition due to lower FMN levels. FMN is known to trigger the ribDG riboswitch, causing transcription termination of the ribDGEABHT riboflavin biosynthetic gene cluster [7]. However, abolishing the ribDG riboswitch activity does not result in the same level of increase in riboflavin. Deleting the riboswitch terminator sequence resulted in an increase in riboflavin biosynthesis to only 0.8 mg L−1 (2 µM), representing a 29-fold increase compared to wild-type [8]. Interestingly, the marked increase in riboflavin did not result in an increase in the FMN levels, neither for the edited riboswitch [8] nor for our AHL-dependent ribC repressed strain. After 24 h of growth, we measured 0.78 ± 0.06 and 0.82 ± 0.18 mg L−1 of FMN for the B. subtilis::RFai and B. subtilis::RFai::rRibC, respectively. Indeed, FMN accumulated equally in the medium for both strains over the culture course (Figure 2E). The diminished RibC concentration in the last strain seems to have been proportionally compensated by the increase in the substrate concentration. The KM of RibC for riboflavin was determined as 20.7 ± 0.8 mg L−1 (55 ± 2 µM) [9]. Assuming that the riboflavin accumulation in the culture medium results from concentration equilibrium between intra- and extracellular concentrations (passive export), the riboflavin concentration never overcame the enzyme KM. According to the Michaelis–Menten kinetics, at substrate concentrations much lower than the KM, the reaction rate only depends on the substrate and enzyme concentrations ( V 0 = k cat K M [ S ] [ E ] ). As the FMN product formation over time did not differ significantly between the strains, the reaction rate in the two strains was equal and the increase in the riboflavin substrate concentration in the ribC repressed strain is inversely proportional to the enzyme concentration in the cell. Therefore, we can conclude that, at high cell density (OD600 > 1) and low riboflavin concentration ([S] << KM), AHL-LuxR exerted 5-fold repression over RibC synthesis in the strain B. subtilis::RFai::rRibC compared to the parental strain, since the riboflavin concentration was 5-fold higher at the same time point (at 10 h).
So far, autonomous repression of gene expression has only been built in B. subtilis indirectly, using an AHL-LuxR inducible promoter to control the expression of small RNAs designed to repress gene expression in a quorum-sensing-controlled sRNA regulation [10]. We now developed a direct process to autonomously repress gene expression by expanding the functionality of our autoinduction device including a promoter repressed by the AHL-LuxR complex. Our results demonstrate that the quorum-sensing-based autoinduction process can be efficiently used to simultaneously induce and repress different genes in the cell, making for a versatile tool for metabolic engineering in B. subtilis.

3. Materials and Methods

3.1. Bacterial Strains and Growth Conditions

Plasmid cloning and propagation were carried out in E. coli Top 10. B. subtilis KO7 (BGSC 1A1133) and the derivative strain B. subtilis::RFai were used for gene edition and riboflavin production. B. subtilis::RFai was previously engineered by inserting the riboflavin operon ribDGEABHT, under the control of the S1-R6 autoinduction device, as a single copy into the amy locus of the B. subtilis KO7 chromosome [4]. The strains were cultivated in Lysogeny Broth (LB) medium enriched with kanamycin and/or mannose when necessary, during transformation and gene editing procedures.

3.2. Plasmid Construction and Gene Editing

CRISPR-Cas9 editing plasmid pJOE8999(cas9) was used to edit B. subtilis genome [11]. The gRNA sequences were purchased as oligonucleotides forward and reverse strands (Table 1). The complementary strands were annealed by heating an equimolar solution to 98 °C for 10 min and letting it cool down slowly to ambient temperature. Annealed gRNA oligos formed stick ends compatible with BsaI digested plasmid. Plasmid digestion and insert ligation were carried out using Golden Gate Assembly [12]. Donor DNA was PCR amplified from B. subtilis genome as 500 bp containing the truB (upstream) and ribC (downstream) partial gene sequences. The ribC forward primer was used to insert the luxbox sequence downstream of the PribC promoter to generate R8 (Table 1). The two-part donor DNA was assembled using Golden Gate. Finally, the donor DNA was ligated into the plasmid after digestion with SfiI. Correct cloning was confirmed by Sanger sequencing.
The two-step Bacillus subtilis transformation procedure was used to transform B. subtilis strains. Transformants were selected on LB-agar medium enriched with 5 µg mL−1 kanamycin and 0.02% (m/v) mannose for cas9 induction. Colonies were then submitted to PCR and DNA Sanger sequencing to identify the correctly edited clones.

3.3. Riboflavin Production and Growth Conditions

Engineered B. subtilis strains were cultivated in Erlenmeyer flasks (500 mL) filled with 50 mL of medium (40 g L−1 sucrose, 1 g L−1 yeast extract, 25 g L−1 NaNO3, 0.333 g L−1 KH2PO4, 1 g L−1 Na2HPO4·12H2O, 0.15 g L−1 MgSO4·7H2O, 7.5 mg L−1 CaCl2, 6 mg L−1 MnSO4·H2O, 6 mg L−1 FeSO4·7H2O, pH 7.0). Cultivations were carried out in triplicate at 37 °C and 220 rpm for 48 h.

3.4. Growth Measurement

Cell growth was monitored through optical density at 600 nm. Samples of 200 µL were collected periodically and analyzed in a Tecan Infinite 200 Pro microplate reader (Tecan, Männedorf, Switzerland) using 96-well plates with a transparent bottom.

3.5. Flavin Identification and Quantification

Culture samples were centrifuged at 16,000× g for 30 min and the supernatant was recovered. Trichloroacetic acid 1% (v/v) was added to the supernatant and the mixture was centrifugated at 16,000× g for 20 min for protein precipitation. The resulting supernatant was filtered through a 0.22 μM PTFE hydrophilic filter and analyzed by high-performance liquid chromatography (LC-20AD Shimadzu, Kyoto, Japan) using a 50 × 3 mm Poroshell 120 EC-C18 column with 2.7 μm particle size (Agilent Technologies, Santa Clara, CA, USA). Flavin peaks were detected at 445 nm (SPD-M20A photodiode detector, Shimadzu, Kyoto, Japan). The mobile phase consisted of 82% (v/v) of solution A (20 mM formic acid, 20 mM ammonium formate) and 18% (v/v) methanol. Analysis was carried out at 0.5 mL min−1 in isothermal mode at 30 °C [13]. Pure commercial riboflavin and riboflavin 5′-monophosphate (Merck, St. Louis, MO, USA) were used as a standard for calibration.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ijms24010084/s1, Data S1.

Author Contributions

B.F.S.: investigation, conceptualization, writing—review & editing. G.G.C.: investigation, data curation and analysis, writing—review & editing. V.F.B.Z.: conceptualization, validation, writing—review & editing. M.R.C.R.L.: supervision, writing—review & editing. F.P.P.: resources. D.B.P.: conceptualization, supervision, funding acquisition, project administration, writing—original draft, writing—review & editing. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Young Investigator Award from São Paulo Research Foundation (FAPESP) [grant 2014/17564-7]; Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) [grants 405490/2021-6, 310023/2020-3, and INCT BioSyn]; and Coordenação de Aperfeiçoamento de Pessoal de Nível Superior—Brasil (CAPES) [Finance Code 001].

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

All data generated in this work is made available in the Supplementary Materials.

Conflicts of Interest

The authors declare no conflict of interest.

References

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Figure 1. Engineered B. subtilis carrying the autoinduction device. In the B. subtilis::RFai strain, LuxR binds the LuxI synthesized AHL when the signal reaches the concentration threshold in the culture. The complex AHL-LuxR binds to the luxbox in the R6 promoter and activates the transcription of the riboflavin operon (ribDGEABHT), generating a quorum-sensing dependent riboflavin overproduction process. Additionally, in the B. subtilis::RFai::rRibC strain, AHL-LuxR binds to the luxbox in the R8 promoter and blocks the transcription of the flavokinase-encoding ribC gene, reducing the cell capacity to convert riboflavin to flavin monophosphate (FMN), leading to a higher accumulation of riboflavin. The rib operon and the ribC gene are 1.4 Mb distant from each other in the chromosome.
Figure 1. Engineered B. subtilis carrying the autoinduction device. In the B. subtilis::RFai strain, LuxR binds the LuxI synthesized AHL when the signal reaches the concentration threshold in the culture. The complex AHL-LuxR binds to the luxbox in the R6 promoter and activates the transcription of the riboflavin operon (ribDGEABHT), generating a quorum-sensing dependent riboflavin overproduction process. Additionally, in the B. subtilis::RFai::rRibC strain, AHL-LuxR binds to the luxbox in the R8 promoter and blocks the transcription of the flavokinase-encoding ribC gene, reducing the cell capacity to convert riboflavin to flavin monophosphate (FMN), leading to a higher accumulation of riboflavin. The rib operon and the ribC gene are 1.4 Mb distant from each other in the chromosome.
Ijms 24 00084 g001
Figure 2. Engineered B. subtilis growth and riboflavin production. (A) R6 and R8 promoters were engineered to respond to AHL-Lux binding, generating opposite responses. In R6, binding occurs upstream to the −35 region, causing transcription activation. In R8, binding occurs downstream to the −10 region, causing transcription blockage. (B) All three engineered strains grew similarly, indicating that neither the autoinduction device nor the blockage of ribC expression impairs the population development. (C) Riboflavin production by the three engineered strains measured in the culture medium. (D) Correlation between the specific riboflavin production and the population density (OD600). (E) FMN accumulation in the culture medium. Data are presented as mean ± SD (n = 3). Raw data is available in Supplementary Data S1.
Figure 2. Engineered B. subtilis growth and riboflavin production. (A) R6 and R8 promoters were engineered to respond to AHL-Lux binding, generating opposite responses. In R6, binding occurs upstream to the −35 region, causing transcription activation. In R8, binding occurs downstream to the −10 region, causing transcription blockage. (B) All three engineered strains grew similarly, indicating that neither the autoinduction device nor the blockage of ribC expression impairs the population development. (C) Riboflavin production by the three engineered strains measured in the culture medium. (D) Correlation between the specific riboflavin production and the population density (OD600). (E) FMN accumulation in the culture medium. Data are presented as mean ± SD (n = 3). Raw data is available in Supplementary Data S1.
Ijms 24 00084 g002
Table 1. DNA sequences used in this study.
Table 1. DNA sequences used in this study.
IDSequenceUse
gRNA(truB 848)_fwTACGGCTTGGCGATCTATTTCCCTgRNA forward oligo
gRNA(truB 848)_rvAAACAGGGAAATAGATCGCCAAGCgRNA reverse oligo
truB-seq.hom(SfiI)_fwAAGGCCAACGAGGCCGTATGATAACCATTGAAGACATTGCCCtruB PCR forward primer
truB-seq.hom(BsaI)_rvTCTGGGTCTCTCTATTGTTCGCTTTTTTGCATCAATACTTTTGCCGGCTTTAACAGCCCTTTTTTTGCAGGATGAGGGAAATAGATCGCCAAGCATGTTCCGGATTCAGTAAAGACGGCtruB PCR reverse primer
luxbox_ribC(BsaI)_fwGCTAGGTCTCAATAGACCTGTAGGATCGTACAGGTAAAAAAGGTGACCGTTCTGTGAAGACR8 promoter forward primer
luxbox_ribC(SfiI)_rvAAGGCCTTATTGGCCTGCTCCGTTAATTTTTCTACCATTGTGR8 promoter reverse primer
R8 promoter sequenceGAGCAGTTTTCTGAAATGACAAGTGGAGACCGTATTGCCGTCTTTACTGAATCCGGAACCTGCTTGGCGATCTATTTCCCTCATCCTGCAAAAAAAGGGCTGTTAAAGCCGGCAAAAGTATTGATGCAAAAAAGCGAACAATAGACCTGTAGGATCGTACAGGTAAAAAAGGTGACCGTTCTGTGR8 promoter complete sequence
Underlined nucleotides identify BsaI and SfiI recognition sites. In the R8 promotor sequence: gray-shaded sequences identify the −35 and −10 promoter regions and the luxbox sequence, respectively. Underlined GTG identifies the ribC start codon.
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MDPI and ACS Style

Silva, B.F.; Corrêa, G.G.; Zocca, V.F.B.; Picheli, F.P.; Lins, M.R.C.R.; Pedrolli, D.B. Expanding the Functionality of an Autoinduction Device for Repression of Gene Expression in Bacillus subtilis. Int. J. Mol. Sci. 2023, 24, 84. https://doi.org/10.3390/ijms24010084

AMA Style

Silva BF, Corrêa GG, Zocca VFB, Picheli FP, Lins MRCR, Pedrolli DB. Expanding the Functionality of an Autoinduction Device for Repression of Gene Expression in Bacillus subtilis. International Journal of Molecular Sciences. 2023; 24(1):84. https://doi.org/10.3390/ijms24010084

Chicago/Turabian Style

Silva, Bruna F., Graciely G. Corrêa, Vitória F. B. Zocca, Flavio P. Picheli, Milca R. C. R. Lins, and Danielle B. Pedrolli. 2023. "Expanding the Functionality of an Autoinduction Device for Repression of Gene Expression in Bacillus subtilis" International Journal of Molecular Sciences 24, no. 1: 84. https://doi.org/10.3390/ijms24010084

APA Style

Silva, B. F., Corrêa, G. G., Zocca, V. F. B., Picheli, F. P., Lins, M. R. C. R., & Pedrolli, D. B. (2023). Expanding the Functionality of an Autoinduction Device for Repression of Gene Expression in Bacillus subtilis. International Journal of Molecular Sciences, 24(1), 84. https://doi.org/10.3390/ijms24010084

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