Abstract
Synthetic biology has significantly advanced the design of mammalian trigger-inducible transgene-control devices that are able to programme complex cellular behaviour. Fruit-based benzoate derivatives licensed as food additives, such as flavours (e.g. vanillate) and preservatives (e.g. benzoate), are a particularly attractive class of trigger compounds for orthogonal mammalian transgene control devices because of their innocuousness, physiological compatibility and simple oral administration. Capitalizing on the genetic componentry of the soil bacterium Comamonas testosteroni, which has evolved to catabolize a variety of aromatic compounds, we have designed different mammalian gene expression systems that could be induced and repressed by the food additives benzoate and vanillate. When implanting designer cells engineered for gene switch-driven expression of the human placental secreted alkaline phosphatase (SEAP) into mice, blood SEAP levels of treated animals directly correlated with a benzoate-enriched drinking programme. Additionally, the benzoate-/vanillate-responsive device was compatible with other transgene control systems and could be assembled into higher-order control networks providing expression dynamics reminiscent of a lap-timing stopwatch. Designer gene switches using licensed food additives as trigger compounds to achieve antagonistic dual-input expression profiles and provide novel control topologies and regulation dynamics may advance future gene- and cell-based therapies.
INTRODUCTION
The rational assembly of mammalian synthetic transcription control switches to higher-order control networks that can programme cellular behaviour in a precise, predictable and reliable manner (1) has paved the way for the design of therapeutic devices that have the potential to specifically kill cancer cells (2,3), modulate the immune system (4,5) and correct metabolic disorders such as gouty arthritis (6), obesity (7,8) and diabetes (9,10). For optimal compatibility with host physiology, the trigger cues that fine-tune therapeutic transgene expression in future gene- and cell-based therapies need to be traceless (9,11,12), physiologically inert (13,14) or biocompatible such as vitamins (15,16), amino acids (17,18) or licensed food additives (14,19,20). Licensed food additives are particularly attractive trigger compounds for modulating heterologous transcription-control devices as long as they are used at a concentration that is above the one reached by standard dietary intake to prevent interference with meals and below the no observed adverse effect level (NOAEL) to prevent side effects.
Prokaryotic trigger-adjustable repressors that change their operator-binding affinity in response to a specific small-molecule compound have been a continuous source of molecular parts for the assembly of orthogonal mammalian transcription-control devices (1,14,19,21–24). Following a generic design blueprint, the prokaryotic repressors are fused to transactivation/transsilencing domains to produce synthetic transactivators/transsilencers that activate/repress specific target promoters containing transactivator/transsilencer-specific operator sites linked to minimal/constitutive mammalian promoters (1). The trigger compound typically reduces the affinity of the transactivator/transsilencer for the cognate promoter and switches target gene expression OFF/ON in a dose-dependent manner (1,25). Non-limiting prominent examples of prokaryotic repressor-derived trigger-inducible mammalian gene switches are responsive to pristinamycin (21), erythromycin (22), tryptophan (17) and uric acid (6) as well as γ-butyrolactone (23), phloretin (19) and vanillic acid (14); these have been successfully validated in mammalian cells and mice (see (1) for a comprehensive list). Most of these mammalian transgene-control systems are compatible with each other and can either be used for independent control of different sets of transgenes or functionally interconnected to provide higher-order control networks (26–29).
Chlorinated benzoic acids are a common class of pollutants introduced into the environment by the use of herbicides (30). The aerobic soil bacterium Comamonas testosteroni BR60 contains the plasmid pBRC60, which harbours the composite transposon Tn5271 encoding the chlorobenzoate catabolism pathway operon cbaABC (30). Catabolism of 3-chlorobenzoate (3CBA) is initiated by the binding of 3CBA to the 19.4 kDa MarR-type transcriptional repressor CbaR, which loses its affinity for the two operator sites (OCbaR) of the PCbaA promoter. This change results in full expression of the cbaABC operon, thereby producing the enzymatic components necessary for the sequential breakdown of 3CBA to acetyl-CoA (31).
Previous studies in C. testosteroni have shown that the inactivation of CbaR and the induction of cbaABC also occur in the presence of benzoic acid, a plant defence metabolite that is present at low levels in cranberries, prunes and apples (32). Benzoate is generally recognized as safe (GRAS) and is licensed as a food preservative by the US Food and Drug Administration (FDA) and the European Union (food additive approval number E210; E211–E213). The no observed adverse effect level (NOAEL) of dietary sodium benzoate was estimated to be 1400 mg/kg (33). Following food intake, benzoate rapidly reaches the bloodstream and is eliminated by renal clearance within 24 h (34). With its GRAS status (35), high NOAEL level (36), approval as food additive (37), optimal bioavailability (38) and clearance rate (34) as well as its metabolic inertness (35), benzoate can be considered an almost ideal orthogonal trigger compound to control transgene expression in mammalian cells and organisms.
Capitalizing on C. testosteroni's aromatic acid-catabolizing components, we have engineered a synthetic mammalian gene switch that is responsive to antagonistic input by the two food additives benzoate and vanillate and fine-tunes transgene expression in different mammalian cell lines as well as in mice. Synthetic gene switches with antagonistic dual-input control capacity add a new instrument to the synthetic biology toolbox and expand the genetic intervention portfolio that may foster novel advances in gene- and cell-based therapies.
MATERIALS AND METHODS
Plasmid design
Comprehensive design and construction details for all expression vectors are provided in Table 1. The assembly of some plasmids required annealing complementary oligonucleotides. For optimal annealing, 50 pmol of each oligonucleotide was mixed in 50 μl ddH2O-diluted 1x NEB Buffer 4 (New England Biolabs, Ipswich, MA, USA), heated for 10 min at 95°C, cooled down over 4 h to 22°C and incubated at 22°C for another 2 h prior to cloning into the corresponding vector backbone. All relevant genetic components have been confirmed by sequencing (Microsynth, Balgach, Switzerland).
Table 1. Plasmids designed and used in this study.
Plasmid | Description | Reference |
---|---|---|
pSEAP2-Control | Constitutive mammalian SEAP expression vector (PSV40-SEAP-pA). | Clontech, CA |
pUC57 | pUC19-derived prokaryotic expression vector. | GeneScript, NJ |
pCK25 | Constitutive mUTS expression vector (PhEF1α-mUTS-pA). | (6) |
pCK189 | Constitutive VanA4 expression vector (PSV40-VanA4-pA). | (14) |
pCK191 | Vanillic acid-inducible SEAP expression vector (PVanON8-SEAP-pA). | (14) |
pDA43 | Tetracycline-repressible GLuc expression vector (PhCMV*-1-GLuc-pA). | (25) |
pKR38 | Constitutive mammalian KstR-VP16 expression vector (PSV40-KstR-VP16-pA). | Unpublished |
pKR80 | Constitutive mammalian KstR-KRAB expression vector (PhEF1α-KstR-KRAB-pA). | Unpublished |
pMF111 | Tetracycline-repressible SEAP expression vector (PhCMV*-1-SEAP-pA). | (44) |
pMG10 | Phloretin-repressible SEAP expression vector (PTtgR1-SEAP-pA). | (19) |
pMG11 | Constitutive TtgA1 expression vector (PSV40-TtgA1-pA). | (19) |
pSAM200 | Constitutive tTA expression vector (PSV40-tTA-pA). | (44) |
pWW124 | γ-butyrolactone (SCB1)-repressible SEAP expression vector (PSPA-SEAP-pA). | (23) |
pMX34 | Constitutive CTS1 expression vector (PhEF1α-CTS1-pA; CTS1, KRAB-CbaR). | This work |
CbaR was PCR-amplified from pMX43 using oligonucleotides OMX49 (5′-gaatgatctctgggcgcgcATGCTGGCCCGTGACCCCCGGAAAAG-3′) and OMX48 (5′-ggccctctagattaCTCCTGAGGGCTCTCCCGATGCCAATG-3′), restricted with BssHII/XbaI and cloned into the corresponding sites (BssHII/XbaI) of pCK25. | ||
pMX38 | Benzoic and vanillic acid-responsive SEAP expression vector (PCTA-O2-SEAP-pA; PCTA-O2, (OCbaR)2-PhCMVmin). OCbaR was PCR-amplified from pWW124 using oligonucleotides OMX33 (5′-ccacctgacgtcgacacaagttgctaaaccaacaacatgtttgacacaagttgctaaaccaacaacatccgcaaatTCGAGCTCGGTACCCGGGTCGAGT-3’) and OMX24 (5′-CTTGAGCACATAGCCTGGACCGTTTCCGTA-3′), restricted with AatII/EcoRI and cloned into the corresponding sites (AatII/EcoRI) of pWW124. | This work |
pMX39 | Benzoic and vanillic acid-responsive SEAP expression vector (PCTS1-SEAP-pA; PCTS1, PSV40-OCbaR). OCbaRwas introduced by PCR-amplification of pSEAP2-Control with oligonucleotides OMX36 (5′-tagtaataagcttgaaagttgctaaaccaacaacatccgCCACCATGCTGCTGCTGCTGCTGCTGCTGGG-3′) and OMX24 (5′-CTTGAGCACATAGCCTGGACCGTTTCCGTA-3′), restricted with HindIII/PstI and cloned into the corresponding sites (HindIII/PstI) of pSEAP2-Control. | This work |
pMX40 | Benzoic and vanillic acid-responsive SEAP expression vector (PCTS2-SEAP-pA; PCTS2, PSV40-(OCbaR)2). (OCbaR)2 was introduced by PCR-amplification of pSEAP2-Control with oligonucleotides OMX35 (5′-tagtaatAagcttgaaagttgctaaaccaacaacatgtttgacacaagttgctaaaccaacaacatccgCCACCATGCTGCTGCTGCTGCTGCTGCTGGG-3’) and OMX24 (5′-CTTGAGCACATAGCCTGGACCGTTTCCGTA-3′), restricted with HindIII/PstI and cloned into the corresponding sites (HindIII/PstI) of pSEAP2-Control. | This work |
pMX41 | Benzoic and vanillic acid-responsive SEAP expression vector (PCTS3-SEAP-pA; PCTS3, PSV40-(OCbaR)3). (OCbaR)3 was introduced by PCR-amplification of pSEAP2-Control with oligonucleotides OMX43 (5′-caaaaagcttgaaagttgctaaaccaacaacatgtttgacacaagttgctaaaccaacaacatgtttgacacaagttgctaaaccaacaacatccgCCACCATGCTGCTGCTGCTGC-3′) and OMX24 (5′-CTTGAGCACATAGCCTGGACCGTTTCCGTA-3’), restricted with HindIII/PstI and cloned into the corresponding sites (HindIII/PstI) of pSEAP2-Control. | This work |
pMX42 | Benzoic and vanillic acid-responsive SEAP expression vector (PCTS-O3P2-SEAP-pA; PCTS-O3P2, (OCbaR)3-PSV40-(OCbaR)2). Oligonucleotides OMX44 (5′-CTTGAAAGTTGCTAAACCAACAACATGTTTGACACAAGTTGCTAAACCAACAACATGTTTGACACAAGTTGCTAAACCAACAACACTATCGATAGGTACCGAGCTCTTA-3′) and OMX45 (5′-cgcgTAAG AGCTCGGTACCTATCGATAGTGTTGTTGGTTTAGCAACTTGTGTCAAACATGTTGTTGGTTTAGCAACTTGTGTCAAACATGTTGTTGGTTTAGCAACTTTCAAGgtac-3′) were annealed and cloned into the KpnI/MluI-restricted pMX39. | This work |
pMX43 | Constitutive CTA expression vector (PSV40-CTA-pA; CTA, CbaR-VP16). | This work |
Custom-designed mammalian codon-optimized cbaR was excised from pUC57 with NotI/BssHII and cloned into the corresponding sites (NotI/BssHII) of pKR38. | ||
pMX45 | Constitutive CTS2 expression vector (PhEF1α-CTS2-pA; CTS2, CbaR-KRAB). | This work |
Custom-designed mammalian codon-optimized cbaR was excised from pUC57 with NotI/BssHII and cloned into the corresponding sites (NotI/BssHII) of pKR80. | ||
pMX78 | Vanillic acid-inducible GLuc expression vector (PVanON8-GLuc-pA). GLuc was excised from pDA43 using EcoRI/FseI and cloned into the corresponding sites (EcoRI/FseI) of pCK191. | This work |
Oligonucleotides: Restriction endonuclease-specific sites are underlined, annealing base pairs are indicated in capital letters and the operator module OCbaR is shown in bold.
Abbreviations: CbaR, Comamonas testosteroni BR60 repressor of the 3-chlorobenzoate catabolism; CTA, CbaR-derived benzoic and vanillic acid-dependent transactivator (CbaR-VP16); CTS1, CbaR-derived benzoic and vanillic acid-dependent transsilencer variant 1 (KRAB-CbaR); CTS2, CbaR-derived benzoic and vanillic acid-dependent transsilencer variant 2 (CbaR-KRAB); GLuc, Gaussia princeps luciferase; HucR,Deinococcus radiodurans uric acid-dependent repressor; KRAB, Krueppel-associated box protein of the human kox-1 gene; KstR, Mycobacterium tuberculosis repressor of the cholesterol catabolism; mUTS, mammalian urate-dependent transsilencer (KRAB-HucR); OCbaR, CbaR-specific operator; OPapRI, ScbR-specific operator; OTtgR, TtgA1-specific operator; pA, polyadenylation site; PCTA-O2, CTA-specific benzoic and vanillic acid-responsive promoter ((OCbaR)2-PhCMVmin); PCTS1, benzoic and vanillic acid-responsive promoter (PSV40-OCbaR); PCTS2, benzoic and vanillic acid-responsive promoter (PSV40-(OCbaR)2); PCTS3, benzoic and vanillic acid-responsive promoter (PSV40-(OCbaR)3); PCTS-O3P2, benzoic and vanillic acid-responsive promoter ((OCbaR)3-PSV40-(OCbaR)2); PhEF1α, human elongation factor 1α promoter; PhCMV, human cytomegalovirus immediate early promoter; PhCMVmin, minimal version of PhCMV; PhCMV*-1, tetracycline-responsive promoter (tetO7-PhCMVmin); PSPA, γ-butyrolactone (SCB1)-repressible promoter (OPapRI-PhCMVmin); PSV40, simian virus 40 promoter; PTtgR1, phloretin-responsive promoter (OTtgR-PhCMVmin); PVanON8 vanillic acid-inducible promoter (PhCMV-VanO8); SEAP, human placental secreted alkaline phosphatase; SCB1, 2-(1′-hydroxy-6-methylheptyl)-3-(hydroxymethyl)-butanolide; ScbR, Streptomyces coelicolor γ-butyrolactone (SCB1)-specific quorum-sensing receptor; tetO, TetR-specific operator; TetR, Escherichia coli Tn10-derived tetracycline-dependent repressor of the tetracycline resistance gene; tTA, tetracycline-dependent transactivator (TetR-VP16); TtgA1, phloretin-dependent transactivator (TtgR-VP16); VanA4, VanR-derived vanillic acid-dependent transsilencer (VanR-KRAB); VanO, VanR-specific operator. VanR, vanillic acid-dependent repressor of the Caulobacter crescentus VanAB gene cluster; VP16, Herpes simplex virus-derived transactivation domain.
Cell culture and transfection
Human embryonic kidney cells (HEK-293T, ATCC: CRL-11268), human cervical adenocarcinoma cells (HeLa, ATCC: CCL-2) and telomerase-immortalized human mesenchymal stem cells (hMSCs (39)) were cultivated in 10-cm tissue culture dishes containing 10 ml Dulbecco's modified Eagle's medium (DMEM; Invitrogen, Basel, Switzerland) supplemented with 10% foetal bovine serum (Sigma-Aldrich, Buchs, Switzerland, cat. no. F7524, lot no. 022M3395) and 1% (v/v) penicillin/streptomycin solution (Biowest, Nuaillé, France, cat. no. L0022–100) at 37°C in a humidified atmosphere containing 5% CO2. For maintenance (10-cm tissue culture dish), passaging (10-cm tissue culture dish) and transfection (6- and 48-well plates), cells of pre-confluent cultures were detached by incubation in 3 ml Trypsin-EDTA (Biowest, Nuaillé, France, cat. no. L0940) for 3 min at 37°C, collected in 10 ml cell culture medium, centrifuged for 3 min at 290 × g and resuspended in Dulbecco's modified Eagle's medium at standard cell densities (15 000 cells in 100 μl per well of a 96-well plate; 25 000 cells in 300 μl per well of a 48-well plate; 50 000 cells in 500 μl per well of a 24-well plate; 200 000 cells in 2 ml per well of a 6-well and 1 × 106 cells in 10 ml per 10 cm tissue culture dish). Cell concentrations and viability were profiled with a CASY® Cell Counter and Analyser System Model TT (Roche Diagnostics GmbH, Mannheim, Germany). For transfection, cells cultivated in 6-well culture dishes were incubated for 6 h with 400 μl (for 48-well plates: 50 μl) of a 1:3 (1:5, HeLa cells only) PEI:DNA mixture (w/w) (polyethyleneimine; MW 40 000, stock solution 1 mg/ml in ddH2O; Polysciences, Eppelheim, Germany; cat. no. 24765–2) containing 2.0 μg (for 48-well plates: 0.5 μg) of total DNA (preparation: 15 min at 22°C). After transfection, the culture medium was replaced by PEI-free medium (2 ml for 6-well and 300 μl for 48-well plates), and the engineered cells were used for a dedicated experiment.
Quantification of reporter gene expression
The production of human placental secreted alkaline phosphatase (SEAP) was quantified in culture supernatants according to a p-nitrophenylphosphate-based light absorbance time course (40). The SEAP levels of the serum were profiled using a chemiluminescence-based assay (Roche Diagnostics GmbH, Mannheim, Germany; cat. no. 11 779 842 001). Gaussia luciferase was quantified using the BioLux® Gaussia luciferase assay kit (New England Biolabs, MA, USA; cat. no. E3300S) and the EnVision 2104 multilabel plate reader (Envision 2104 Plate-reader, Perkin Elmer, MA, USA) by integrating the luminescence signal for 2 s per well (40).
qRT-PCR
Total RNA was isolated from transfected HeLa using the ZR RNA MiniPrep™ kit (Zymo Research, CA, USA; cat. no. R1064), treated with DNaseI (Thermo Scientific, cat. no. EN0521) and cDNA was synthesized using the Applied Biosystems High Capacity cDNA Reverse Transcription Kit (Life Technologies, CA, USA; cat. no. 4368814). qRT-PCR-based quantification of SEAP transcripts was performed with the Eppendorf Realplex2 Mastercycler (Eppendorf GmbH, Hamburg, Germany), using Invitrogen SYBR® Green PCR Master Mix (Life Technologies, CA, USA; cat. no. 4309155) and the custom-designed primers (forward: 5′-GTCAGTGGGAGTGGTAACCA-3′, reverse: 5′-ACATGTACTTTCGGCCTCCA-3′) purchased from Sigma-Aldrich (Buchs, Switzerland). The following amplification parameters were used: 2 min at 50°C, 20 s at 95°C and 60 cycles of 1 s at 95°C, followed by 1 min at 60°C. The relative cycle threshold (CT) was determined and normalized against the endogenous human glyceraldehyde 3-phosphate dehydrogenase (GAPDH) gene.
Chemicals
Ethanol (EtOH; cat. no. 02860), dimethyl sulfoxide (DMSO; cat. no. D8418), benzoic acid (stock solution 1 M in EtOH; cat. no. 242381), sodium benzoate (stock solution 1.7 M in ddH2O; cat. no. B3420), vanillic acid (stock solution 200 mM in EtOH, cat. no. 94770), 3,4-dihydroxybenzoic acid (stock solution 200 mM in EtOH, cat. no. 37580), 3-hydroxybenzoic acid (stock solution 100 mM in EtOH, cat. no. H20008), 4-hydroxybenzoic acid (stock solution 100 mM in EtOH, cat. no. 240141), homo-vanillyl-alcohol (stock solution 50 mM in EtOH, cat. no. 148830), homo-vanillic-acid (stock solution 20 mM in EtOH, cat. no. H1252), tetracycline (stock solution 2mM in ddH2O, cat. no. T7660) and phloretin (stock solution 25mM in DMSO, cat. no. P7912) were purchased from Sigma-Aldrich (Buchs, Switzerland). Ethyl 3,4-dihydroxybenzoate (stock solution 200 mM in EtOH, cat. no. D0571) was purchased from Tokyo Chemical Industry (Tokyo, Japan).
Soft drinks
Ocean Spray® (0.01% benzoic acid, (41)), Guarana Antarctica® (<0.1% sodium benzoate, (37)) and Vanilla Coke® were purchased at local supermarkets, degassed by extensive shaking and directly administered to mice (4 × 200 μl). A vanillin syrup was produced by dissolving 13 g of vanillin sugar (Dr Oetker; Bielefeld, Germany) in 50 ml ddH2O.
Animal experiments
Intraperitoneal implants were produced by encapsulating transgenic HeLa cells into coherent alginate-poly-(l-lysine)-alginate beads (400 μm; 200 cells/capsule) using an Inotech Encapsulator Research Unit IE-50R (EncapBioSystems Inc.) set to the following parameters: 200 μm nozzle with a vibration frequency of 1025 Hz, 25-ml syringe operated at a flow rate of 410 units and 1.12 kV voltage for bead dispersion (8). Eight-week-old female OF1 mice (oncins France souche 1, Charles River Laboratory, Lyon, France) were intraperitoneally injected with 1 ml of phosphate buffered saline (PBS) (137 mM NaCl, 2.7 mM KCl, 4.3 mM Na2HPO4, 1.4 mM KH2PO; pH 7.4) containing 2 × 106 encapsulated pMX34/pMX42-transgenic HeLa cells. One hour after implantation, the treated animals received 200 μl of the trigger compound-containing solutions while control groups received 200 μl of PBS or ddH2O. Blood samples were collected 24 h after treatment, and blood serum was isolated using microtainer SST tubes according to the manufacturer's instructions (centrifugation for 5 min at 10 000 x g; Becton Dickinson, Plymouth, UK; cat. no. 365967). All experiments involving animals were performed according to the directive of the European Community Council (2010/63/EU), approved by the French Republic (No. 69266310; project No. DR2013–01 (v2)) and carried out by Ghislaine Charpin-El Hamri at the Institut Universitaire de Technologie, IUT, F-69622 Villeurbanne Cedex, France.
RESULTS
Design and validation of the Comamonas testosteroni CbaR-derived synthetic mammalian transactivator (CTA)
By fusing the Herpes simplex virus-derived transactivation domain (VP16) to the C′-terminus of the Comamonas testosteroni repressor CbaR, we created the synthetic mammalian transcription factor CTA (CbaR-derived transactivator; pMX43, PSV40-CTA-pA; CTA, CbaR-VP16), whose expression did neither reduce the viability nor the metabolic capacity of mammalian cells (Supplementary Figure S1A). This transcription factor was able to bind to a chimeric promoter (PCTA-O2, (OCbaR)2-PhCMVmin) consisting of a CTA-specific CbaR-derived tandem operator module (OCbaR)2 5′ of a minimal version of the human cytomegalovirus immediate-early promoter (PhCMVmin) and activate expression of the reporter protein SEAP (human placental secreted alkaline phosphatase; pMX38, PCTA-O2-SEAP-pA) (Figure 1A). When cotransfecting pMX43 (PSV40-CTA-pA) and pMX38 (PCTA-O2-SEAP-pA) at different ratios into human embryonic kidney cells (HEK-293), the engineered cells produced and secreted SEAP at levels that depended on the relative abundance of the transfected CTA- and SEAP-encoding vectors (Figure 1B). Control experiments with isogenic populations lacking pMX43 (PSV40-CTA-pA) only showed basal SEAP levels, indicating that the binding of CTA to PCTA-O2 was indeed essential for transgene expression in mammalian cells (Figure 1B). Previous studies in C. testosteroni have shown that the binding of CbaR to OCbaR-containing promoters was derepressed by 3-chlorobenzoate as well as 3,4-dihydroxy-benzoate to initiate the catabolism of the compounds (30). However, CbaR's natural trigger compounds 3-chlorobenzoate and 3,4-dihydroxy-benzoate were too toxic for use in mammalian cells, and the chocolate catabolite 3-hydroxy-benzoate (42) was not able to modulate SEAP expression in mammalian cells at concentrations that are licensed for use as a food additive (Figure 1C and D).
The food additives benzoic acid and vanillic acid modulate CTA-PCTA-O2-driven transgene expression
To identify non-toxic, bioavailable and cell-permeable trigger compounds modulating CTA's capacity to bind and activate PCTA-O2-driven transgene expression in mammalian cells, we operated the CTA-PCTA-O2 system as a mammalian cell-based screening platform (20,43). Therefore, pMX43/pMX38-transfected HEK-293 cultures were exposed to various aromatic acids at concentrations that are naturally present in edible plants and fruits (38). Then, SEAP levels were profiled in the culture supernatants to reveal the compounds’ control capacity (Figure 1C). Benzoic acid, 3,4-dihydroxybenzoic acid and ethyl 3,4-dihydroxybenzoate reduced SEAP levels of CTA-PCTA-O2-transgenic cultures, making them prime candidates to trigger the release of CTA from PCTA-O2 (Figure 1C). However, in parallel control assays using isogenic cultures transfected with the constitutive SEAP expression vector (pSEAP2-Control, PSV40-SEAP-pA), 3,4-dihydroxybenzoic acid and ethyl 3,4-dihydroxybenzoate actually reduced constitutive SEAP production due to their cytotoxicity (Figure 1D). Thus, the licensed food preservative benzoic acid was identified as a non-toxic control compound that abolishes the CTA-PCTA-O2 interaction and shuts down CTA-mediated PCTA-O2-driven transgene expression in mammalian cells.
Interestingly, the cell-based screening assay also revealed another licensed food additive, vanillic acid, as control compound. In contrast to benzoic acid, which triggers the release of CTA from PCTA-O2 and therefore represses transgene expression, vanillic acid seems to increase the affinity of CTA to PCTA-O2, thereby boosting the system's expression performance (Figure 1C). Therefore, CTA is a synthetic transcription factor that accepts both boosting (vanillic acid) and inactivating (benzoic acid) control inputs. This unique antagonistic dual-input control characteristic reminiscent of an electrical stepping switch (Figure 1E) was successfully validated in other human cell lines (Figure 1F) as well as in mice (Supplementary Figure S2), where both trigger compounds independently fine-tuned CTA-PCTA-O2-mediated SEAP expression in a dose-dependent manner (Figure 1G). qRT-PCR-based analysis of SEAP mRNA levels confirmed the dual-input control characteristics of the CbaR-derived gene switch (Figure 1H). Comparative analysis of the CbaR-derived gene switch with other established transcription-control devices such as the tetracycline- (TET; (44)) and phloretin- (PEACE; (19)) responsive expression systems revealed similar basic control performance while the expression mediated by the CbaR-derived gene switch could be boosted by vanillic acid to about three times the maximum levels of the TET and PEACE counterparts (Figure 1I).
Simultaneous control of CTA by benzoic acid and vanillic acid
Although we have observed that the CTA-PCTA-O2 device accepted opposing dose-dependent input by vanillate (expression boosting) and benzoate (expression inactivation), it remains to be shown what impact the presence of both control compounds has on the overall transgene expression output. We have therefore programmed SEAP expression of pMX43/pMX38-transgenic HeLa cells to defined levels by exposing the cultures to specific vanillate concentrations (20, 100 and 500 μM) and then scored benzoic-acid dose-dependent shut down of SEAP expression (Figure 1J). Interestingly, both compounds had independent control of CTA, and neither of them seemed to dominate CTA activity. Consequently, increased vanillate-boosted SEAP expression levels required higher benzoate concentrations to reverse the SEAP expression state. Thus, the overall SEAP expression level mediated by the CTA-PCTA-O2 device directly correlates with the relative concentrations of the two control compounds (Figure 1J).
Design and validation of synthetic mammalian transsilencers (CTS) with benzoate-inducing and vanillate-repressing dual-input responsiveness
To engineer a benzoic acid-inducible and vanillic acid-repressible dual-input control device, we designed synthetic transsilencers (CTS) by fusing the Krueppel-associated box (KRAB) domain of the human kox-1 gene either to the N′-(pMX34, PhEF1α-CTS1-pA; CTS1, KRAB-CbaR) or the C′-terminus (pMX45, PhEF1α-CTS2-pA; CTS2, CbaR-KRAB) of CbaR. CTS1/2 bind and silence chimeric promoters (PCTS) consisting of a constitutive promoter (PSV40) containing one (pMX39, PCTS1-SEAP-pA; PCTS1, PSV40-OCbaR), two (pMX40, PCTS2-SEAP-pA; PCTS2, PSV40-(OCbaR)2) or three (pMX41, PCTS3-SEAP-pA; PCTS3, PSV40-(OCbaR)3) 3′ OCbaR operator modules or multiple flanking OCbaR's (pMX42; PCTS-O3P2-SEAP-pA; PCTS-O3P2, (OCbaR)3-PSV40-(OCbaR)2) (Figure 2A). A direct comparison of both CTS configurations revealed that the N′-terminal fusion of KRAB to CbaR (CTS1, KRAB-CbaR) resulted in tighter repression of the target promoter (Figure 2B and C). Constitutive expression of CTS1 did neither reduce the viability nor the metabolic capacity of mammalian cells (Supplementary Figure S1B). Furthermore, the PCTS-O3P2 promoter showed the lowest basal SEAP expression level and the highest SEAP induction profile. Therefore, the CTS1/PCTS-O3P2 device was chosen for all further experiments (Figure 2C). Exposure of pMX34/pMX42-transgenic HeLa cells to increasing concentrations of benzoic acid triggers the release of CTS1 from PCTS-O3P2, resulting in reversible (Figure 2D) and dose-dependent derepression of SEAP expression (Figure 2E). In contrast, vanillate increased the affinity of CTS1 for PCTS-O3P2, thereby decreasing benzoate-inducible transgene expression and improving overall tightness and the dynamic range of the gene switch (Figure 2E). Therefore, CTS1 retained the dual-input characteristics of CTA because transgene expression induced to high levels by benzoate could be programmed to specific intermediate levels by the addition of the repressing input vanillate (Figure 2F). Furthermore, a kinetic analysis of benzoate-induced pMX34/pMX42-transgenic HeLa cells revealed that SEAP expression could be stopped at any point in time by the addition of different vanillic acid concentrations (Figure 2G and H).
A synthetic gene network with a vanillate control interface
To demonstrate the compatibility of the CTS1/PCTS-O3P2 device with other transgene control modalities and to assess its potential for the assembly of higher-order control circuits, we combined the dual-input benzoate-inducible and vanillic acid-repressible designer switch set to control SEAP expression with the previously established VACON system (pCK189, PSV40-VanA4-pA; pMX78, PVanON8-GLuc-pA) (14). The VACON system allows exclusive vanillic acid-inducible Gaussia princeps luciferase (GLuc) expression in mammalian cells (Figure 3A). When combining the CTS1/PCTS-O3P2 device (pMX34/pMX42) with the VACON (pCK189/pMX78) system in the same cell, vanillic acid provides a functional control link between the two systems and enables mutually exclusive expression switches of the two reporter proteins, SEAP (controlled by the CTS1/PCTS-O3P2 device) and GLuc (controlled by VACON). In particular, the combined transgene control network enables dose-dependent benzoate-inducible SEAP expression that could be stopped at any point in time by the addition of vanillic acid, which concomitantly triggers VACON-mediated GLuc expression. Thus, a single trigger compound such as vanillic acid is able to simultaneously stop (CTS1/PCTS-O3P2-driven SEAP expression) and turn on (VACON-driven GLuc expression) the expression of different sets of transgenes (Figure 3B). These control dynamics are reminiscent of a lap-timing stop watch in which benzoic acid represents the ‘start button’ and vanillic acid defines the ‘lap button’ that holds the time value of the first lap (SEAP expression) while initiating the recording of the second lap (GLuc expression) (Figure 3C).
Validation of benzoate-inducible transgene expression in mice
To assess the benzoate-inducible CTS1/PCTS-O3P2 device in vivo, we microencapsulated pMX34/pMX42-transgenic HeLa cells into coherent, semi-permeable and immunoprotective alginate-poly-(l-lysine)-alginate beads (Figure 4A) and implanted them into the peritoneum of mice where they become vascularized and connected to the bloodstream (7). The mice were offered to drink water containing different concentrations of benzoate (0–1000 mg/kg) and correlating SEAP levels in the bloodstream showed benzoate dose-dependent transgene activation and confirmed the precise expression adjustment by this food additive in mice (Figure 4Bi). Likewise, treated animals that drank CTS1/PCTS-O3P2-activating benzoate concentrations but received different vanillate concentrations (0–500 mg/kg) showed dose-dependent inhibition of SEAP expression (Figure 4Bii), which confirms the unique dual-input characteristic of CTS1 in vivo. When feeding mice with commercial soft drinks such as Ocean Spray (cranberry juice) or Guarana Antarctica (guarana lemonade), which are known for their high natural and spiked benzoate concentrations, respectively (<0.1% (w/w) by FDA), no increased blood SEAP levels could be detected (Figure 4C). Also, mice receiving high vanillate-containing drinks such as Vanilla Coke® or a saturated aqueous vanillin-sugar solution (260 g/l) did not show any changes of SEAP levels in their bloodstream (Figure 4C). Collectively, these data suggest that activation of the CTS1/PCTS-O3P2 device in vivo is rapid (Supplementary Figure S3) but remains insensitive to standard dietary intake (Figure 4C) while responding exclusively to higher benzoate concentrations (≤1000 mg/kg) within its NOAEL range.
DISCUSSION
Continuous expansion of the genetic components portfolio is required to design highly sophisticated devices that programme cellular behaviour and provide novel and sustainable solutions for global challenges in renewable energy (45), food security (46) and biomedicine (28,47–49). The availability of synthetic gene switches that allow trigger-adjustable expression of therapeutic transgenes is particularly important to provide the dynamic control behaviour required to functionally interface with host metabolic activities (6–9,50). To guarantee optimal interference-free operation in multicellular organisms, trigger molecules that fine-tune the expression of heterologous transgene expression are of key importance. Optimal inducer compounds are non-toxic, enable reversible and dose-dependent transgene expression and should be orally applicable for maximum administration compliance. Trigger molecules should be bioavailable to quickly reach concentrations suitable for efficient control in the bloodstream or elsewhere in the body yet should be readily eliminated by renal clearance to allow rapid reversal of the intervention. Additionally, inducer compounds should be metabolically inert to enable perfect orthogonal control without any interference with the host metabolism. Therefore, food additives seem to be particularly suitable trigger compounds because they are generally regarded as safe (GRAS), are licensed for dietary intake over a wide concentration range and have a long and global history of complication-free use. However, the major challenge associated with food additive-responsive gene switches is that they should remain insensitive to standard dietary intake and be exclusively controlled by the intentional uptake of higher levels of the food additive within its NOAEL concentration range. Benzoate meets these high standards and therefore is an ideal trigger compound. It is a natural plant defence metabolite present in different fruits, such as cranberries, prunes and apples (32), and has a long history as a licensed food preservative (51). Benzoate is known to be metabolically inert (35), rapidly reaches the bloodstream (34) and is renally cleared within 24 h (34). Benzoate also is the best trigger compound that reversibly adjusts CbaR-derived gene switches in a variety of configurations in mammalian cells as well as in mice. Most importantly, implanted CbaR-derived gene switches remained insensitive when treated animals drank Ocean Spray cranberry juice and Guarana Antarctica lemonade, which are among the beverages that contain the highest natural and spiked benzoate concentrations, respectively. This result indicates that the CbaR-derived gene switch is not deregulated by standard dietary intake of benzoate (0–5 mg/kg body weight (37)) and remains exclusively sensitive to higher concentrations (500–1000 mg/kg) within the NOAEL range (33,37). Therefore, the benzoate sensitivity range of the CbaR-derived gene switch may be compatible with future gene- and cell-based therapies.
Currently available gene switches typically accept a single type of control input that either induces or represses the gene switch and modulates the expression of a single or set of target genes (1,6,14,19,21–24). Daisy-chain assembly of compatible trigger-controlled repressor proteins to multipartite transcription factors has recently been shown to provide multi-input devices that are able to address different sets of promoters in a trigger-repressible manner (25). Asymmetries in the binding affinity of the individual repressor moieties of the multipartite transcription factors to their respective promoters exhibited double-pole double-throw (DPDT) relay switch characteristics, a unique control topology that allows the composite transcription factor to move from one synthetic promoter to the next one in a trigger-inducible manner, thereby sequentially and exclusively switching on a specific target promoter by a particular inducer compound. In contrast, the CbaR-derived transactivators CTA and transsilencers CTS are the first synthetic mammalian transcription factors that antagonistically fine-tune a single target promoter in response to two different trigger molecules, such as benzoic acid and vanillic acid, in a reversible, dose-dependent and antagonistic manner: Benzoate reduces and vanillate increases the CbaR-OCbaR interaction of the CTA/PCTA-O2 and CTS/PCTS device variants. In the absence of benzoate, vanillate can be used to boost the expression capacity of CTA- and improve the tightness of CTS-mediated transgene control, which increases the dynamic range of both gene switches in a trigger-controlled manner. Interestingly, benzoate and vanillate seem to have equal access to CTA and CTS, as neither compound is dominant. Therefore, neither compound can lock the activity of the transactivator or transsilencer in a particular state: when primed by one compound, the device remains sensitive to the other. The relative concentrations of the two compounds always determine the final expression level of the device. The antagonistic control impact allows OFF-to-ON and ON-to-OFF switches to be actively controlled by a specific compound. In contrast, classic single-input gene switches require degradation or active removal to achieve reversibility. Another unique feature of the CTS/PCTS device is that it can be functionally combined with the VACON system via vanillic acid, which stops benzoate-induced CTS/PCTS -driven transgenes and simultaneously turns on VACON-driven transgenes. This genetic lap-timing stopwatch feature may be of interest for the design of lineage-control networks for stem cells which require timely and transient expression of specific differentiation factors on their way to the desired terminally differentiated cell phenotype (52). As a new addition to the synthetic biology toolbox, the dual-input CTA/PCTA-O2 and CTS/PCTS systems, which are responsive to two different food additives, hold great promise for the design of novel and the most compact gene network topologies that may foster advances in gene- and cell-based therapies.
SUPPLEMENTARY DATA
Supplementary Data are available at NAR Online.
Acknowledgments
We thank Katrin Rössger for providing plasmids pKR38 and pKR80 and Marc Folcher, Hui Wang, Pratik Saxena and Taeuk Kim for generous advice.
Footnotes
Present address:
Haifeng Ye, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Dongchuan Road 500, 200241 Shanghai, China.
FUNDING
European Research Council (ERC) advanced grant [321381]; INTERREG IV A.20 tri-national research programme and the Gutenberg Chair awarded [to M.F.] (in part).
Conflict of interest statement. None declared.
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