Literature DB >> 23526945

Identification of a missing link in the evolution of an enzyme into a transcriptional regulator.

Gonzalo Durante-Rodríguez1, José Miguel Mancheño, Germán Rivas, Carlos Alfonso, José Luis García, Eduardo Díaz, Manuel Carmona.   

Abstract

The evolution of transcriptional regulators through the recruitment of DNA-binding domains by enzymes is a widely held notion. However, few experimental approaches have directly addressed this hypothesis. Here we report the reconstruction of a plausible pathway for the evolution of an enzyme into a transcriptional regulator. The BzdR protein is the prototype of a subfamily of prokaryotic transcriptional regulators that controls the expression of genes involved in the anaerobic degradation of benzoate. We have shown that BzdR consists of an N-terminal DNA-binding domain connected through a linker to a C-terminal effector-binding domain that shows significant identity to the shikimate kinase (SK). The construction of active synthetic BzdR-like regulators by fusing the DNA-binding domain of BzdR to the Escherichia coli SKI protein strongly supports the notion that an ancestral SK domain could have been involved in the evolutionary origin of BzdR. The loss of the enzymatic activity of the ancestral SK domain was essential for it to evolve as a regulatory domain in the current BzdR protein. This work also supports the view that enzymes precede the emergence of the regulatory systems that may control their expression.

Entities:  

Mesh:

Substances:

Year:  2013        PMID: 23526945      PMCID: PMC3602430          DOI: 10.1371/journal.pone.0057518

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

Regulation of transcription through the action of small molecules that directly bind to a transcription factor is widespread in all life forms. A large number of transcriptional regulators contain a DNA-binding domain fused to an effector-binding domain. Binding of the effector results in a conformational change, which influences the properties of the transcription factor and, accordingly, results in activation or repression of transcription [1]. The effector-binding protein domains of transcriptional regulators appear to have evolved by distinct selective forces. In some cases, the effector-binding protein domains appear to derive from catalytic proteins, which may or may not retain the active site residues in their binding pockets during evolution and thus could possibly behave as bifunctional proteins [2]. There are also a few examples of transcriptional regulators that might have evolved from enzymes that have lost their catalytic activity. In eukaryotes, we could mention the Gal80 regulator involved in the catabolism of galactose in Saccharomyces cerevisiae and Kluyveromyces lactis [3], and TAFII150 protein in Drosophila melanogaster which controls transcription mediated by the RNA polymerase (RNAP)-II [4]. In prokaryotes, the HutC regulator of Pseudomonas putida, involved in histidine utilization [5], and the FarR regulator of Escherichia coli, which controls the expression of Krebs cycle genes and responds to fatty acids [6], contain effector-binding domains similar to chorimaste lyases [2]. However, the evolutionary pathways giving rise to these regulators have not yet been reproduced in the laboratory. Anaerobic pathways provide reliable model scenarios to study protein evolution since they may preserve relics of ancient events occurring on early anaerobic Earth. In an effort to understand the evolution of regulators, we have reconstructed the most probable evolutionary pathway followed by the BzdR regulator. The BzdR protein of the facultative anaerobe β-Proteobacterium Azoarcus sp. CIB is the prototype of a new subfamily of transcriptional regulators. This regulator controls the expression of genes involved in the aerobic or anaerobic degradation of benzoate [7]. The predicted domain organization of BzdR consists of an N-terminal region (NBzdR, residues 1–90), homologous to the DNA-binding domain of members of the helix-turn-helix (HTH)-XRE transcriptional regulator, connected through a linker sequence to a C-terminal region (CBzdR, residues 131–298), This C-terminal region shows 23% sequence identity with the E. coli shikimate kinase I (SKI) (aroK gene product). In addition CBzdR conserves the SKI P-loop-containing nucleoside triphosphate hydrolase fold, the Walker-A motif and the Gly present in the Walker B-motif of purine nucleotide-binding proteins, and recognizes the inducer molecule benzoyl-CoA (Figure 1) [7], [8]. In this work, we have experimentally reproduced the most likely evolutionary pathway followed by the BzdR protein. First, we show that NBzdR and CBzdR are real functional domains able to bind DNA and the effector molecule, respectively. We then constructed functionally active synthetic BzdR-like regulators by fusing the DNA-binding domain of BzdR to E. coli SKI protein as the effector-binding domain. The observed functionality of these synthetic regulators provides strong support for a role of an ancestral SK enzyme in the evolutionary origin of the BzdR protein.
Figure 1

Modular architecture of the BzdR derivatives.

Diagram showing the modular architecture of the BzdR protein, its NBzdR, NBzdRL and CBzdR domains, and the Q1, Q2 and Q1ΔL chimeras. The N-terminal domain (NBzdR), C-terminal domain (CBzdR) and linker region of BzdR are indicated in orange, blue and green, respectively. The E. coli SKI enzyme is shown in violet, and the Asp168Ala substitution in the Q2 chimera is indicated by an asterisk in red.

Modular architecture of the BzdR derivatives.

Diagram showing the modular architecture of the BzdR protein, its NBzdR, NBzdRL and CBzdR domains, and the Q1, Q2 and Q1ΔL chimeras. The N-terminal domain (NBzdR), C-terminal domain (CBzdR) and linker region of BzdR are indicated in orange, blue and green, respectively. The E. coli SKI enzyme is shown in violet, and the Asp168Ala substitution in the Q2 chimera is indicated by an asterisk in red.

Materials and Methods

Strains, Plasmids, Growth Conditions, and Molecular Biology Procedures

The E. coli strains and plasmids used in this work are listed in Table 1. The construction of recombinant plasmids featuring the BzdR modules and the chimeras Q1, Q1ΔL and Q2 is detailed in the supplementary materials. E. coli cells were grown on Luria-Bertani (LB) [9] or M63 [10] medium supplemented with the appropriate carbon source at 37°C. Anaerobic growth in LB medium using 10 mM nitrate as the final electron acceptor was achieved as previously reported [7]. Standard molecular biology techniques were performed as described previously [9].
Table 1

Bacterial strains and plasmids used in this work.

Strain or plasmidRelevant phenotype and/or genotypea Reference
E. coli strains
DH5α endA1 hsdR17 supE44 thi-1 recA1 gyrA(Nalr) relA1Δ(argF-lac) ø80dlacΔ(lacZ)M15 [9]
M15Strain for regulated high level expression with pQE vectorsQiagen
MC4100F, araD319 Δ(argF-lac)U169 rpsL150(Smr) relA1 flbB5301 deoC1 ptsF25 rbs [29]
AFMCMC4100 spontaneous Rfr [30]
AFMCPN Rfr, Kmr, AFMC harbouring PN::lacZ translational chromosomal fusion [31]
ALO807F, aroL478:Tn10 aroK17:Cmr [18]
CC118Rfr, Spr, Δ(ara-leu) araD, ΔlacX74, galE, galK, thi-1, rpsE, rpoB, argE (Am), recA1 [32]
Plasmids
pQE32Apr, oriColE1, T5 promoter lac operator, λ to/E. coli rrnB T1 terminatorsQiagen
pQE32-His6BzdRApr, pQE32 derivative harboring the His6-bzdR gene [7]
pQE32-His6NBzdRApr, pQE32 derivative harboring the His6-NbzdR fragmentThis work
pQE32-His6NBzdRLApr, pQE32 derivative harboring the His6-NbzdRL fragmentThis work
pQE32-His6CBzdRApr, pQE32 derivative harboring the His6-CbzdR fragmentThis work
pQE32-His6Q1Apr, pQE32 derivative harboring the His6-Q1 geneThis work
pQE32-His6Q2Apr, pQE32 derivative harboring the His6-Q2 geneThis work
pQE32-His6Q1ΔLApr, pQE32 derivative harboring the His6-Q1ΔL geneThis work
pQE32-His6SKIApr, pQE32 derivative harboring the His6-aroK geneThis work
pJCD-PN Apr, pJCD01 derivative harboring a 585-bp EcoRI [12]
pQE60-His6-FNR*Apr, pQE60 derivative that harbors the His6-fnr* gene [12]
pREP4Kmr, plasmid that expresses the lacI repressorQiagen
pECOR7Apr, pUC19 harboring a 7.1-kb DNA fragment containing the bzdRNO genes [31]
pGEM-TeasyApr, oriColE1, lacZα, vector for cloning PCR productsPromega
pGEMT-NBzdRLApr, pGEM-Teasy derivative harboring the NbzdRL fragmentThis work
pGEMT-NBzdRApr, pGEM-Teasy derivative harboring the NbzdR fragmentThis work
pGEMT-CBzdRApr, pGEM-Teasy derivative harboring the CbzdR fragmentThis work
pGEMT-SKIApr, pGEM-Teasy derivative harboring the aroK fragmentThis work
pGEMT-Q1Apr, pGEM-Teasy derivative harboring the Q1 fragmentThis work
pCK01Cmr, oripSC101, low copy number cloning vector, polylinker flanked by NotI sites [33]
pCK01BzdRCmr, pCK01 derivative harboring a DNA fragment containing the bzdR gene [7]
pCK01Q1Cmr, pCK01 derivative harboring the Q1 geneThis work
pCK01Q2Cmr, pCK01 derivative harboring the Q2 geneThis work
pCK01NBzdRCmr, pCK01 derivative harboring the NBzdR geneThis work
pCK01NBzdRLCmr, pCK01 derivative harboring the NBzdRL geneThis work
pSJ3PN Apr, pSJ3 derivative harbouring the translational fusion PN::lacZ [7]

Apr, ampicillin resistant; Cmr chloramphenicol resistant; Kmr, kanamycin resistant; Nalr, nalidixic acid; Rfr, rifampicin resistant; Smr, streptomycin resistant; Spr, spectinomycin resistant.

Apr, ampicillin resistant; Cmr chloramphenicol resistant; Kmr, kanamycin resistant; Nalr, nalidixic acid; Rfr, rifampicin resistant; Smr, streptomycin resistant; Spr, spectinomycin resistant.

Enzymatic Assays

β-Galactosidase activities were measured using permeabilized cells as described by Miller [10]. Shikimate kinase assays were performed according to previously established procedures [11] with the modifications detailed below. Plasmid pJCD-PN was used as as supercoiled P template for in vitro transcription assays conducted as previously described [12].

Gel Retardation and DNase I Footprinting Assays

The P DNA probe was obtained and mixed with the purified proteins at the concentrations indicated in each assay according to a previously described procedure [7].

Recombinant Plasmid Constructions

To clone the NBzdR, NBzdRL and CBzdR domains, NbzdR, NBzdRL and CbzdR fragments were first PCR amplified from pECOR7 plasmid using the oligonucleotide pairs 5′HisReg (5′-CGGGATCCTTTCCAACGATGAGAACTCATCAC-3′; engineered BamHI site underlined)/N1BzdR (5′-GGGAAGCTTTCACTCCGCCTCCTCGCGCACG-3′; engineered HindIII site underlined), 5′HisReg (see above)/N2BzdR (5′-GGGAAGCTTTCACCTGCGCGCGCTTCGCCCC-3′; engineered HindIII site underlined) and 5′C2 (5′-CGGGATCCTCAGCGTGCCAGGACTTCGAGG-3′; an engineered BamHI is underlined)/3′HisReg (5′-GGGAAGCTTTCAGCGTGCCAGGACTTCGAGG-3′; engineered HindIII site underlined). Next, the PCR amplified products were cloned into the pQE32 vector by BamHI/HindIII double digestion, giving rise to plasmids pQE32-His6NBzdR, pQE32-His6NBzdRL and pQE32-His6CBzdR, respectively. The NbzdR and NBzdRL fragments were also subcloned under the control of the Plac promoter into the pKC01 vector by EcoRI/HindIII double digestionyielding plasmids pCK01NBzdR and pCK01NBzdRL, respectively. The aroK gene that encodes the SKI enzyme was PCR amplified from the E. coli CC118 genome using 5′His-aroK oligonucleotides (5′-CGGGATCCTTGCAGAGAAACGCAATATCTTT-3′; engineered BamHI site underlined)/5′aroKquim (5′-AACTGCAGTTAGTTGCTTTCCAGCATGTGAATA-3′; engineered PstI underlined) and then cloned into the pQE32 vector by BamHI/PstI double digestion, giving rise to plasmid pQE32- His6SKI. To construct the Q1 and Q1ΔL chimeras, NBzdR, NBzdRL and aroK were first PCR amplified from pECOR7 plasmid and aroK from the E. coli CC118 genome using the oligonucleotide pairs 5′HisReg (see above)/newN1quim (5′-GGGGTACCCTCCGCCTCCTCGCGCACG-3′; engineered KpnI site underlined) or 5′HisReg (see above)/5′N2qim (5′-GGGGTACCCCTGCGCGCGCTTCG-3`; engineered KpnI site underlined) and 3′aroKqim* (5′-GGGGTACCATGGCAGAGAAACGCAATATCTTT-3′; engineered KpnI site underlined)/5′aroKquim (see above), respectively. The NBzdR and NBzdRL amplified products were cloned into the pGEM-Teasy vector by BamHI/KpnI double digestion, giving rise to plasmids pGEMT-NBzdR and pGEMT-NBzdRL, respectively. The aroK amplified product was then cloned into the pGEMT-NBzdR and pGEMT-NBzdRL vectors by KpnI/PstI double digestion, giving rise to plasmids pGEMT-Q1ΔL and pGEMT-Q1. These constructions were digested using BamHI and PstI enzymes to subclone the Q1ΔL and Q1 genes with N-terminal His6-tag into the pQE32 plasmid, generating plasmid pQE32-His6Q1ΔL and pQE32-His6Q1. The Q2 chimera containing the Asp168Ala substitution was constructed by directed PCR mutagenesis using pQE32-His6Q1 plasmid as template. Fragment A spannings from the start codon of aroK to the codon that encodes the Asp36 residue was PCR-amplified with oligonucleotides 3′aroKquim (anneals at the 5′-end of the aroK start codon) and 3′D36A (5′-AATCTCTTGAGCGGAATCGTAAAATTC-3′; anneals at the region spanning codon Asp36 of the aroK gene and replaces it with an Ala codon). Fragment B, spanning from the codon that encodes the Asp36 residue to the 3′-end of aroK, was PCR-amplified with oligonucleotides 5'D36A (5′-GAATTTTACGATTCCGCTCAAGAGATT-3′; anneals at the region spanning codon Asp36 of the aroK gene and replaces it with an Ala codon) and 5'aroKquim (anneals at the 3′-end of aroK). A second round of PCR amplification uses as templates the A and B fragments, and as primers the 3'aroKquim and 5'aroKquim oligonucleotides, which anneal at the start and stop codon of the aroK gene, respectively. The resulting aroK mutant gene that contains the Asp36Ala substitution was KpnI/PstI-double digested, replacing the wild-type aroK gene cloned in pQE32-His6Q1 to give rise to plasmid pQE32-His6Q2. All constructions were confirmed by DNA sequencing.

Shikimate Kinase Activity Assays

Shikimate kinase activity was determined at 25°C by coupling the release of ADP to pyruvate kinase (EC 2.7.1.40) and lactate dehydrogenase (EC 1.1.1.27) reactions. Shikimate-dependent oxidation of NADH was monitored at 340 nm (ε = 6180 M−1 cm−1). The standard assay mixture contained (final concentration) 50 mM triethanolamine hydrochloride/KOH buffer, pH 7.0, 50 mM KCl, 5 mM MgCl2, 1.6 mM shikimate, 2.5 mM ATP, 1 mM phosphoenolpyruvate, 0.1 mM NADH, 3 units of pyruvate kinase (Sigma)/ml, 2.5 units of lactate dehydrogenase (Sigma)/ml, and the target protein to be assayed. K values for shikimate were obtained from the Lineweaver-Burk plot [13]. Although it has been described that E. coli SKI has a high K (5–20 mM) for shikimate, this value was obtained using an SKI isolated as a heterologous mix of oligomers [14]. Our results show that the His6-SKI has a K for shikimate (0.4 mM) similar to that reported previously for the E. coli SKII [15]. In the competition assays, benzoyl-CoA or AMP were added at a 10 mM concentration to the standard assay conditions, and shikimate kinase activity was compared to that obtained in the absence of these inhibitors.

Fluorescence Assays

Binding of benzoyl-CoA to CBzdR was determined by monitoring the change in protein fluorescence upon ligand addition. Measurements were obtained in an SML-Amicon 8000 spectrophotometer using quartz cuvettes and 0.2-cm excitation and 1-cm emission path lengths (λexcitation = 275 nm and λemission 312 nm; slit widths = 5 nm). Titrations were performed at 25°C by adding a benzoyl-CoA stock solution to 0.4 ml of 20 mM Tris-HCl, pH 8.0, 100 mM KCl containing CBzdR (1 µM initial concentration). The final ligand concentration ranged from 0 to 300 µM. Corrections were made for protein dilutions, background signal, and for the instrument response as indicated by the manufacturer. Control titrations with buffer alone produced no change in the emission signal after correlation. The K value for benzoyl-CoA in CBzdR was calculated by non-linear regression using the equation for a one-site saturation model ([L]/[P] = ([L]/K+[L]) implemented in the GraphPad Prism software (GraphPad software, San Diego); where [L], is the concentration of bound ligand; [P], the total protein concentration, and [L], the concentration of free ligand. The fraction of bound ligand was calculated as (I−I)/(I−I); where I is the maximum CBzdR fluorescence intensity (no ligand added); I is the fluorescence intensity after addition of an aliquot of ligand, and I is the fluorescence intensity at saturating concentration of ligand (this value was estimated by nonlinear regression to a single hyperbolic decay curve). The data obtained in at least three experimental trials were averaged to calculate the dissociation constant.

Results and Discussion

NBzdR Is a Functional DNA-Binding Domain

To confirm our hypothesis that the molecular architecture of BzdR arises from the fusion of two individual functional domains, the NBzdR and CBzdR domains were expressed, purified and characterized as independent proteins (Figure 1). Purified NBzdR protein was able to bind to the operator region of the P promoter, as illustrated by gel shift (data not shown) and DNase I footprinting experiments (Figure 2A). The expression of NBzdR in E. coli cells with a chromosomal P fusion elicited the same repression of the P promoter observed in cells expressing the entire BzdR regulator (Figure 2B). In vitro transcription experiments also revealed the ability of NBzdR to inhibit the P promoter (Figure 2C). The predicted five α helices of NBzdR constitute the minimal structural domain since deletion of helix 5 (residues 77 to 86) did not allow for the production in E. coli of a stable protein that could be detected by SDS-PAGE (not shown).
Figure 2

The N-terminal domain of BzdR is a functional DNA-binding domain.

A. DNase I footprinting experiments were performed using the P probe and the purified regulators His6-BzdR (control), His6-NBzdR, and His6-NBzdRL. The figure shows the results of footprinting assays conducted in the absence of the regulators (lane C), or the presence of 50, 100, or 200 nM of His6-NBzdR (lanes 1 to 3, respectively) or His6-NBzdRL (lanes 4 to 6, respectively). Lanes 7 and 8 are footprinting assays containing 50 and 100 nM of purified His6-BzdR. Lane AG shows the A+G Maxam and Gilbert sequencing reaction. Protected regions (I, II, and III) are indicated with brackets. The −10 box and the transcription initiation site (+1) of the P promoter are also shown. Phosphodiester bonds hypersensitive to DNase I cleavage are indicated by asterisks. B. In vivo effect of the N-terminal domain of BzdR on the repression of the P promoter. E. coli AFMCPN cells (containing a P fusion chromosome insertion of the) harboring plasmid pCK01BzdR (BzdR), pCK01NBzdR (NBzdR) or pCK01NBzdRL (NBzdRL) or the control plasmid pCK01 (-), were grown anaerobically in LB medium until the mid-exponential culture phase. β-galactosidase activity is expressed in Miller units. Results from three independent experiments (n = 3) and errors bars are shown. C. Effect of BzdR, NBzdR and NBzdRL on in vitro transcription from P. Multiple-round in vitro transcription reactions were performed using the pJCD-PN plasmid template, which produces a 184-nt mRNA from P (arrow), 50 nM E. coli RNAP, and 20 nM Fnr* activator. Transcription reactions were carried out in the absence of repressor (lane -) or presence of 40 nM purified His6-BzdR (lanes BzdR), His6-NBzdR (lanes NBzdR) or His6-NBzdRL (lanes NBzdRL) and in the absence (-) or presence (+) of 2 mM benzoyl-CoA.

The N-terminal domain of BzdR is a functional DNA-binding domain.

A. DNase I footprinting experiments were performed using the P probe and the purified regulators His6-BzdR (control), His6-NBzdR, and His6-NBzdRL. The figure shows the results of footprinting assays conducted in the absence of the regulators (lane C), or the presence of 50, 100, or 200 nM of His6-NBzdR (lanes 1 to 3, respectively) or His6-NBzdRL (lanes 4 to 6, respectively). Lanes 7 and 8 are footprinting assays containing 50 and 100 nM of purified His6-BzdR. Lane AG shows the A+G Maxam and Gilbert sequencing reaction. Protected regions (I, II, and III) are indicated with brackets. The −10 box and the transcription initiation site (+1) of the P promoter are also shown. Phosphodiester bonds hypersensitive to DNase I cleavage are indicated by asterisks. B. In vivo effect of the N-terminal domain of BzdR on the repression of the P promoter. E. coli AFMCPN cells (containing a P fusion chromosome insertion of the) harboring plasmid pCK01BzdR (BzdR), pCK01NBzdR (NBzdR) or pCK01NBzdRL (NBzdRL) or the control plasmid pCK01 (-), were grown anaerobically in LB medium until the mid-exponential culture phase. β-galactosidase activity is expressed in Miller units. Results from three independent experiments (n = 3) and errors bars are shown. C. Effect of BzdR, NBzdR and NBzdRL on in vitro transcription from P. Multiple-round in vitro transcription reactions were performed using the pJCD-PN plasmid template, which produces a 184-nt mRNA from P (arrow), 50 nM E. coli RNAP, and 20 nM Fnr* activator. Transcription reactions were carried out in the absence of repressor (lane -) or presence of 40 nM purified His6-BzdR (lanes BzdR), His6-NBzdR (lanes NBzdR) or His6-NBzdRL (lanes NBzdRL) and in the absence (-) or presence (+) of 2 mM benzoyl-CoA. We observed that when NBzdR was fused to the linker region, designated NBzdRL (residues 1 to 130; Figure 1), it was also able to repress the activity of P both in vivo and in vitro (Figure 2B and Figure 2C). Moreover, NBzdRL showed greater protection to this promoter (operator regions I and II) than NBzdR and similarly to that observed for complete BzdR protein (Figure 2A). Gel shift experiments also revealed that NBzdRL was able to retard the migration of the P promoter at lower concentrations than those required for NBzdR (data not shown). These results suggest that the BzdR linker sequence, whose main function is to facilitate interdomain communication [8], might also play a role in stabilization and binding of the N-terminal domain to the target DNA. BzdR is a dimer in solution [8]. To test whether this property is conferred by the N-terminal domain, we examined the association state of the NBzdR and NBzdRL proteins. Sedimentation velocity experiments revealed that both proteins sedimented as single species with s-values of 1.8 and 2.3 S, respectively. Also, sedimentation equilibrium experiments confirmed that these species were dimers (Figure S1), demonstrating that BzdR dimerization is an intrinsic property of the N-terminal domain. We should mention that benzoyl-CoA was unable to rescue the repression caused by NBzdR or NBzdRL over the P promoter both in vitro (Figure 2C) and in vivo (data not shown), confirming that NBzdR is not the target of the inducer molecule and, therefore, behaves as a super-repressor. All of these results suggest that NBzdR is a true functional domain that retains the ability of native BzdR protein to bind the P promoter and repress its activity.

CBzdR Is a Functional Benzoyl-CoA-Binding Domain

The modelled 3D structure of CBzdR suggests the presence of a deep groove that could interact with the benzoyl-CoA inducer molecule [7], triggering a conformational change in BzdR protein [8]. To establish if effector binding was specific of the C-terminal domain of BzdR, we investigated whether CBzdR would interact with benzoyl-CoA. As expected, fluorescence emission by CBzdR was dramatically modified upon incubation with benzoyl-CoA (Figure S2). Based on the structural model for CBzdR [7], fluorimetry data could be fitted to a single binding site, indicating the formation of a weakly bound CBzdR-benzoyl-CoA complex (K d 203±35 µM) as previously observed for the parent BzdR regulator (K d 157±58 µM) [8]. This suggests that benzoyl-CoA induces a conformational change in CBzdR and that it therefore, retains its effector-binding ability in the absence of the NBzdR domain, thus behaving as an independent functional domain. Analytical ultracentrifugation experiments revealed that CBzdR behaves as a single species with an s-value of 1.8 S, compatible with a globular monomer (Figure S3). The observation that CBzdR is a monomer that undergoes conformational changes in the presence of its cognate ligand (benzoyl-CoA), resembles the behaviour of SKs which undergo extensive conformational changes in the presence of their substrates, i.e., ATP and shikimate [8]. However, despite this conserved similarity with SKs, CBzdR showed no detectable shikimate kinase activity (Figure S4A).

The Q1 Chimera: a Bifunctional Regulator that Controls the P Promoter in vitro

The results described above demonstrate that the organization of BzdR is modular and shaped by two functional domains, i.e., NBzdR, which binds to the target promoter and CBzdR, which recognizes benzoyl-CoA as its inducer molecule. This molecular architecture suggests that BzdR may have arisen from the fusion of an HTH-XRE DNA-binding domain to a protein structurally resembling SK or an ancestor of this enzyme. The structural similarity between ATP and shikimate, the two substrates of SK, and the two ends of the benzoyl-CoA molecule, i.e., 3P-ADP and the benzoyl group, suggest that the latter could also be recognized by the SK enzyme. In agreement with this hypothesis, we previously observed that benzoyl-CoA inhibits (by 44%) E. coli SKI activity in a similar manner to AMP (34% inhibition), a well-known SK inhibitor [11], suggesting that benzoyl-CoA can be considered a newly identified ligand of the well-studied SK enzyme. To unravel the evolutionary pathway that could have given rise to the current BzdR regulator, we used a protein engineering approach and constructed the chimeric protein Q1 by the fusing NBzdRL to E. coli SKI protein (Figure 1). Interestingly, Q1 showed SK activity yielding a K m for shikimate of 0.6 mM, similar to that exhibited by E. coli SKI purified at our laboratory (K m 0.4 mM) (Figure S4A). The enzyme activity of the SK domain in the Q1 chimera was also demonstrated in vivo in an E. coli aroK aroL double mutant strain lacking SK activity that is unable to grow in minimal medium since it cannot synthesize aromatic amino acids [11]. E. coli aroK aroL cells transformed with a plasmid that expressed the Q1 protein were observed to grow in glycerol-containing minimal medium (Figure S4B), indicating that Q1 was able to rescue the lack of SK activity in the mutant strain. In analytical ultracentrifugation experiments, Q1 protein behaved as a single species with an s-value of 3.7 S consistent with a protein dimer (Figure S3). This finding is in agreement with the fact that this chimeric protein contains the NBzdR homodimeric domain, and reveals that dimerization does not prevent the catalytic activity of the monomeric SKI enzyme. The Q1 chimera was able to bind to the three operator regions of the P promoter conferring similar protection to that shown by the BzdR regulator (Figure 3A). In addition, it was capable of inhibiting P promoter activity in vitro (Figure 3B, lanes 2-3). Accordingly, we can conclude that both domains are fully and separately active in the Q1 chimera.
Figure 3

In vitro and in vivo effects of the Q1, Q1ΔL and Q2 chimeras on the P promoter.

(A) DNase I footprinting experiments performed out using the P probe and the purified regulators His6-BzdR (control) and His6-Q1. The figure shows the results of footprinting assays conducted in the absence of the regulators (lane C), or presence of 25, 50, 100, and 200 nM of His6-BzdR (lanes 1 to 4, respectively) or His6-Q1 (lanes 5 to 8, respectively). Lane AG shows the A+G Maxam and Gilbert sequencing reaction. Protected regions (I, II, and III) are indicated by brackets. The -10 box and the transcription initiation site (+1) of the P promoter are also shown. Phosphodiester bonds hypersensitive to DNase I cleavage are indicated by asterisks. (B) In vitro effect of the Q1 and Q1ΔL chimeras on the activity of P. Multiple-round in vitro transcription reactions were performed using the pJCD-PN plasmid template, which produces a 184-nt mRNA from P (arrow), 50 nM E. coli RNA polymerase (RNAP), and 20 nM Fnr* activator [12]. Transcription reactions were conducted in the absence of chimeric regulator (lane 1) or presence of 25 nM (lane 2) or 50 nM (lanes 3–12) of purified His6-Q1 or His6-Q1ΔL proteins. Shikimate (S) or shikimate plus ATP (S+ATP) were added at 1 mM (lanes 4 and 7), 2 mM (lanes 5 and 8) or 4 mM (lanes 6, 9, 11 and 12). (C) In vivo effect of BzdR (control) and the Q1 and Q2 chimeras on the activity of the P promoter. β-galactosidase activity (in Miller units) of E. coli MC4100 cells harboring plasmid pSJ3PN (P) and the plasmids pCK01BzdR (BzdR), pCK01Q1 (Q1), pCK01Q2 (Q2), or the control plasmid pCK01 (-). Cells were grown anaerobically until mid-exponential phase in LB medium supplemented, when indicated, with 5 mM shikimate (S). Results from three independent experiments (n = 3) and errors bars are shown. (D). In vitro effect of the Q2 chimera on the activity of P. In vitro transcription reactions were performed as in panel B, in the absence of Q2 (lane 1) or presence of 25 nM (lane 2) or 50 nM (lanes 3–9) of purified His6-Q2 protein. Shikimate (S) or shikimate plus ATP (S+ATP) were added at 1 mM (lanes 4 and 7), 2 mM (lanes 5 and 8) or 4 mM (lanes 6 and 9).

In vitro and in vivo effects of the Q1, Q1ΔL and Q2 chimeras on the P promoter.

(A) DNase I footprinting experiments performed out using the P probe and the purified regulators His6-BzdR (control) and His6-Q1. The figure shows the results of footprinting assays conducted in the absence of the regulators (lane C), or presence of 25, 50, 100, and 200 nM of His6-BzdR (lanes 1 to 4, respectively) or His6-Q1 (lanes 5 to 8, respectively). Lane AG shows the A+G Maxam and Gilbert sequencing reaction. Protected regions (I, II, and III) are indicated by brackets. The -10 box and the transcription initiation site (+1) of the P promoter are also shown. Phosphodiester bonds hypersensitive to DNase I cleavage are indicated by asterisks. (B) In vitro effect of the Q1 and Q1ΔL chimeras on the activity of P. Multiple-round in vitro transcription reactions were performed using the pJCD-PN plasmid template, which produces a 184-nt mRNA from P (arrow), 50 nM E. coli RNA polymerase (RNAP), and 20 nM Fnr* activator [12]. Transcription reactions were conducted in the absence of chimeric regulator (lane 1) or presence of 25 nM (lane 2) or 50 nM (lanes 3–12) of purified His6-Q1 or His6-Q1ΔL proteins. Shikimate (S) or shikimate plus ATP (S+ATP) were added at 1 mM (lanes 4 and 7), 2 mM (lanes 5 and 8) or 4 mM (lanes 6, 9, 11 and 12). (C) In vivo effect of BzdR (control) and the Q1 and Q2 chimeras on the activity of the P promoter. β-galactosidase activity (in Miller units) of E. coli MC4100 cells harboring plasmid pSJ3PN (P) and the plasmids pCK01BzdR (BzdR), pCK01Q1 (Q1), pCK01Q2 (Q2), or the control plasmid pCK01 (-). Cells were grown anaerobically until mid-exponential phase in LB medium supplemented, when indicated, with 5 mM shikimate (S). Results from three independent experiments (n = 3) and errors bars are shown. (D). In vitro effect of the Q2 chimera on the activity of P. In vitro transcription reactions were performed as in panel B, in the absence of Q2 (lane 1) or presence of 25 nM (lane 2) or 50 nM (lanes 3–9) of purified His6-Q2 protein. Shikimate (S) or shikimate plus ATP (S+ATP) were added at 1 mM (lanes 4 and 7), 2 mM (lanes 5 and 8) or 4 mM (lanes 6 and 9). It is well known that SK enzymes undergo profound conformation changes when they interact with their substrates, ATP-Mg2+ and shikimate. The binding of shikimate leads to a structural state (loaded conformation) that, in the presence of ATP-Mg2+, is maintained for a short period of time sufficient to trigger the catalytic reaction to produce 3P-shikimate. The enzyme subsequently recovers its starting structural state (unloaded conformation) (Figure S5) [16], [17]. Since the Q1 chimera is able to bind and inhibit the activity of the P promoter in the absence of shikimate and ATP (Figures 3A and 3B), we anticipated that the presence of shikimate alone could provoke a conformational change in the SK domain, i.e., to a loaded-like conformation, that would lead to the release of the Q1 protein from the P promoter. When increasing concentrations of shikimate were added to the in vitro transcription assay mix, significant P promoter de-repression was observed (Figure 3B, lanes 4–6). Moreover, this de-repression was not observed when the Q1 chimera was replaced with Q1ΔL protein (Figure 3B, lanes 10–12), a new chimera lacking the linker region between the NBzdR and SK domains (Figure 1). These data suggest that the Q1 chimera is a bifunctional regulator that controls P promoter activity and responds to shikimate as an inducer molecule in vitro by generating a conformational change transmitted to the DNA-binding domain through the linker region. Interestingly, benzoyl-CoA was also shown to offset the Q1-dependent repression of P (Figure 4, lane 5) with an efficiency similar to that shown by shikimate (Figure 4, lane 4) but lower than that observed for the native BzdR (Figure 4, lane 11). As previously noted for BzdR [7], benzoate could not mimic the inducer effect of its CoA derivative (benzoyl-CoA) in the Q1 protein (Figure 4, lane 6), emphasizing the importance of the CoA moiety in effector recognition.
Figure 4

Effect of different ligands on BzdR-, Q1- or Q2-mediated repression of P.

In vitro transcription reactions were run as in Figure 2B, in the absence of repressor proteins (lane 2) or presence of 40 nM purified His6-Q1 (lanes 3 to 6), His6-Q2 (lanes 7 to 10) or His6-BzdR (lanes 11 to 14). The ligands shikimate (S) (lanes 4, 8, 12), benzoyl-CoA (BCoA) (lanes 5, 9, 11), and benzoate (Bz) (lanes 6, 10) were added at 1 mM; ATP was added at 4 mM (lane 13). Lanes -, no ligand added. Lane 1, control assay without RNAP.

Effect of different ligands on BzdR-, Q1- or Q2-mediated repression of P.

In vitro transcription reactions were run as in Figure 2B, in the absence of repressor proteins (lane 2) or presence of 40 nM purified His6-Q1 (lanes 3 to 6), His6-Q2 (lanes 7 to 10) or His6-BzdR (lanes 11 to 14). The ligands shikimate (S) (lanes 4, 8, 12), benzoyl-CoA (BCoA) (lanes 5, 9, 11), and benzoate (Bz) (lanes 6, 10) were added at 1 mM; ATP was added at 4 mM (lane 13). Lanes -, no ligand added. Lane 1, control assay without RNAP. The observation that CBzdR lacks SK activity (Figure S4A) raises the question of whether the existence of such activity in the Q1 chimera may interfere in vivo with effector-dependent de-repression of the P promoter. This possibility was confirmed by monitoring P promoter activity in E. coli cells expressing the P::lacZ reporter fusion and the bifunctional Q1 chimera. It was observed that Q1 protein inhibited the activity of P as efficiently as the control BzdR repressor even after the addition of shikimate to the culture medium (Figure 3C). These data strongly suggest that the presence in the cell of both substrates of SK, i.e., shikimate and ATP-Mg2+, prevents de-repression of the P promoter. The lack of P induction by shikimate in vivo was also confirmed in vitro when ATP-Mg2+ and shikimate were added together to the transcription assay (Figure 3B, lanes 7–9). These results are in agreement with the rapid conformational changes observed in the SK enzyme after binding of shikimate and ATP-Mg2+ during catalysis [18], [19], and suggest the SK domain of the Q1 protein does not remain in the loaded-like conformation (Figure S5) for sufficient time to trigger the release of the repressor from the target promoter. Taken together, these results confirm that the SK activity of the Q1 regulator prevents effector-specific de-repression of the target promoter by shikimate under physiological conditions.

Evolving the Q1 Chimera towards a BzdR-like Regulator: the Q2 Chimera

The results reported above suggest that CBzdR may have evolved from an SK-like enzyme that lost its enzyme activity while maintaining its benzoyl-CoA binding ability to efficiently control the P promoter. To simulate the predicted molecular history of BzdR in the laboratory, we engineered a Q1 derived protein containing a single mutation that abolished its enzyme activity. Since SK activity is strictly dependent on Mg2+, and binding of this metal requires one Thr and two Asp conserved residues [19], we engineered a new synthetic protein, a so-called Q2 chimera (Figure 1), by replacing the Asp168 residue of the Q1 protein (corresponding to Asp36 of SKI) with an Ala residue. This substitution avoids Mg2+ binding while maintaining the overall 3D structure of the SK domain. As expected, the purified Q2 protein showed no SK activity (Figure S4A), but was still able to efficiently inhibit the in vitro activity of the P promoter (Figure 3D, lanes 2–3). The addition of shikimate or benzoyl-CoA (but not benzoate) to the in vitro transcription reaction released the repression of the P promoter (Figure 3D, lanes 4–6; Figure 4, lanes 8–10) suggesting that the SK domain of Q2 retained its ability to bind both ligands and transfer the corresponding conformational changes to the NBzdR domain. Interestingly, shikimate also attenuated the repression exerted by Q2 even in the presence of ATP-Mg2+ (Figure 3D, lanes 7–9). Moreover, in vivo experiments revealed that the addition of shikimate to the culture medium of E. coli cells expressing the P::lacZ reporter fusion and the Q2 chimera reduced the repression exerted by Q2 (Figure 3C), a behaviour not observed for the Q1 chimera. These results indicate that when the P promoter is repressed by the Q2 chimera it can be de-repressed in vivo by shikimate.This observation is consistent with the fact that the catalytically inactive SK domain of the synthetic Q2 regulator can adopt a permanent loaded-like conformation under physiological conditions when shikimate is present, thus triggering the release of the repressor from the target promoter. All these results point to a role of the Q2 chimera as a synthetic transcriptional regulator that can control the P promoter by recognizing shikimate and benzoyl-CoA as inducer molecules. Shikimate and ATP were not effective CBzdR ligands since they were unable to significantly impair the BzdR-dependent inhibition of P (Figure 4, lanes 12–13). Thus, the Q2 chimeric protein represents a BzdR-like regulator with a broader effector-binding range and is a likely intermediate in the evolutionary history of the current BzdR protein. Several lines of research have suggested that early enzyme forms exhibited broad substrate specificity, or “substrate ambiguity”, and later diverged to give rise to the specific enzymes we know today [20], [21], [22], [23]. Proteins acquire new functions without losing their original function, and gene duplication may follow the emergence of a new function, rather than initiate it [24]. In effect, it is known that the SK domain can occur as an independent enzyme, e.g., AroK and AroL proteins in bacteria [15], or as a domain of multifunctional enzymes, e.g., AROM protein in Ascomycetes [25]. Moreover, the duplication of genes coding for SK-like domains is very common in plants and some of these proteins have acquired novel functions, e.g., SKL1, which seems essential for chloroplast biogenesis and SKL2, which encodes a key protein for species-adaptive molecular evolution in Arabidopsis thaliana [26]. Although these duplications are less frequent in prokaryotes, E. coli also has two SKs, and one of these (SKI) could play a role in an as yet unknown cell function since aroK mutants are resistant to mecillinam [27]. In contrast with examples proposed previously whereby an ancestral SK evolved into a novel enzyme, our work shows that the SK domain could also have evolved to give rise to a regulatory protein. We suggest that SK behaves as a “stem” protein domain, able to interact with different substrates and thus facilitating the acquisition of new functions over time. In effect, a similar SK domain has also been detected in a putative regulator (plpp0115 gene product) in the γ-proteobacterium Legionella pneumophila [28].

Concluding Remarks

We report the reconstruction of an analogue of an ancestral protein that could have generated one of the domains of the current BzdR regulator, whose modular architecture comprises two independent functional domains, i.e., a DNA-binding domain (NBzdR) and an effector-binding domain (CBzdR) (Figure 5). The fact that we were able to construct and characterize a bifunctional Q1 regulator strongly suggests that fusion of an HTH-XRE DNA-binding domain to an SK domain was a major step in the evolution of BzdR. In addition, this SK domain was found to behaves as a stem protein domain able to interact with different substrates. The finding that SK recognizes benzoyl-CoA provides additional evidence for our hypothesis. However, the loss of enzyme activity of the SK domain may have been a critical event to improve the efficiency of the ancestral BzdR regulatory protein. Indeed, this was indicated by the catalytically-inactive Q2 chimera which, unlike Q1, was able to respond in vivo to the inducer molecules. This, synthetic Q2 protein constitutes the first shikimate-dependent transcriptional regulator described so far. Our finding that it is possible to construct a transcriptional regulator by fusing an appropriate DNA-binding domain to an enzyme that recognizes the target compound, paves the way for a novel rational approach to create new à la carte regulatory proteins. During the course of evolution of the BzdR regulator, the Q2-like ancestral protein proposed likely suffered additional mutations preventing its recognition of shikimate while increasing its binding affinity for benzoyl-CoA, the inducer and first intermediate of the catabolic pathway controlled by BzdR.
Figure 5

Proposed model for the evolutionary origin of the BzdR protein.

The red arrows represent fusion between a shikimate kinase ancestor and a DNA-binding domain of the HTH-XRE family. This fusion rendered a protein equivalent to the Q1 chimera. A series of mutations led to the loss of enzyme activity (chimera Q1) and finally to increase in the affinity of the protein for the inducer benzoyl-CoA. Sk: shikimate; 3-P-Sk: 3-phosphoshikimate; Bz-CoA: benzoyl-CoA.

Proposed model for the evolutionary origin of the BzdR protein.

The red arrows represent fusion between a shikimate kinase ancestor and a DNA-binding domain of the HTH-XRE family. This fusion rendered a protein equivalent to the Q1 chimera. A series of mutations led to the loss of enzyme activity (chimera Q1) and finally to increase in the affinity of the protein for the inducer benzoyl-CoA. Sk: shikimate; 3-P-Sk: 3-phosphoshikimate; Bz-CoA: benzoyl-CoA. Besides recreating a plausible pathway for the evolution of an enzyme into a transcriptional regulator, our findings also support the notion that enzymes preceded the emergence of the regulatory systems that control their expression. Study of the oligomerization state of NBzdR (A) and NBzdRL (B) proteins in solution. Sedimentation equilibrium data (grey dots) and best fit analysis assuming a protein dimer (black line) and monomer (red line) species. The lower panels show the difference between estimated values and experimental data for protein dimers (residuals). The data indicate that NBzdR and NBzdRL proteins are dimers, demonstrating that BzdR dimerization is an intrinsic property of the N-terminal domain. (TIF) Click here for additional data file. Conformational changes in CBzdR induced by benzoyl-CoA binding. Intrinsic fluorescence of His6-CBzdR as a function of benzoyl-CoA (Bz-CoA) concentration. Data points represent the decrease in the His6-CBzdR (7.5 µM) fluorescence emission maximum (312 nm) expressed in arbitrary units (a.u.) upon excitation at 275 nm in the presence of increasing concentrations of Bz-CoA. Insets, fitting Bz-CoA binding to His6-CBzdR [P] to a single site model. This result suggests that benzoyl-CoA induces a conformational change in CBzdR and, therefore, that CBzdR retains its effector-binding ability in the absence of the NBzdR domain, thus behaving as an independent functional domain. (TIF) Click here for additional data file. Study of the oligomerization state of CBzdR and Q1 proteins in solution. Sedimentation coefficient distribution c(s) corresponding to the sedimentation velocity of purified His6-CBzdR (broken blue line) and His6-Q1 (solid blue line) proteins. The protein concentration distribution pattern (c(s)) and sedimentation coefficient (S) are represented in the graph. The standard s-value of the protein did not change significantly with protein concentration over the range examined (1-30 µM). The Q1 protein behaved as a single species with an s-value 3.7 S consistent with a protein dimer, whereas CBzdR behaved as a single species with an s-value of 1.8 S compatible with a globular monomer. (TIF) Click here for additional data file. Shikimate kinase activity of SKI and CBzdR, Q1 and Q2 proteins. A. SK activities are shown for the purified His6-SKI (red line), His6-CBzdR (orange line), His6-Q1 (black line) and His6-Q2 (green line). Despite its conserved similarity with SKs, CBzdR showed no detectable shikimate kinase activity. B. Growth curves for E. coli ALO807strain defective in the aroL and aroK genes harboring plasmid pQE32-His6Q1 (expresses the His6-Q1 protein) (red lines) or the control pQE32 plasmid (green lines). Cells were grown in M63 minimal medium supplemented with 30 mM glycerol in the presence (continuous lines) or absence (discontinuous lines) of 0.4% (w/v) casamino acids. The results of a single representative experiment are shown, and values were reproducible in three separate experiments with standard deviation values of <10%. These results demonstrate that the Q1 protein retains SK activity in the SK defective mutant strain. (TIF) Click here for additional data file. Diagram showing the conformational changes the SK enzyme undergoes during a catalytic cycle. The SK enzyme shows the LID region (white), the NB region (green) responsible for ATP-recognition, the ESB region (blue) involved in shikimate recognition, and the RC region (red), which constitutes the rest of the SK structure. A. “Unloaded conformation” of the SK enzyme. B. “Loaded conformation” of SK in the presence of shikimate. c. Structural conformation of the SK in the presence of ATP-Mg2+ and shikimate. Thick black arrow represents the release of the two products of the reaction, 3P-shikimate and ADP, and the recovery of the initial “unloaded conformation” of the SK enzyme. Adapted from Hatmann et al. [17] (TIF) Click here for additional data file.
  29 in total

1.  Nucleotide sequence of the gene encoding the repressor for the histidine utilization genes of Pseudomonas putida.

Authors:  S L Allison; A T Phillips
Journal:  J Bacteriol       Date:  1990-09       Impact factor: 3.490

2.  Biochemical characterization of the transcriptional regulator BzdR from Azoarcus sp. CIB.

Authors:  Gonzalo Durante-Rodríguez; J Andrés Valderrama; José Miguel Mancheño; Germán Rivas; Carlos Alfonso; Ernesto Arias-Palomo; Oscar Llorca; José Luis García; Eduardo Díaz; Manuel Carmona
Journal:  J Biol Chem       Date:  2010-09-08       Impact factor: 5.157

3.  Shikimate kinases from Escherichia coli K12.

Authors:  R De Feyter
Journal:  Methods Enzymol       Date:  1987       Impact factor: 1.600

4.  The cloning and expression of the aroL gene from Escherichia coli K12. Purification and complete amino acid sequence of shikimate kinase II, the aroL-gene product.

Authors:  G Millar; A Lewendon; M G Hunter; J R Coggins
Journal:  Biochem J       Date:  1986-07-15       Impact factor: 3.857

5.  The arom multifunctional enzyme from Neurospora crassa.

Authors:  J R Coggins; M R Boocock; S Chaudhuri; J M Lambert; J Lumsden; G A Nimmo; D D Smith
Journal:  Methods Enzymol       Date:  1987       Impact factor: 1.600

Review 6.  Enzyme recruitment in evolution of new function.

Authors:  R A Jensen
Journal:  Annu Rev Microbiol       Date:  1976       Impact factor: 15.500

7.  Transcriptional regulation of the divergent paa catabolic operons for phenylacetic acid degradation in Escherichia coli.

Authors:  A Ferrández; J L García; E Díaz
Journal:  J Biol Chem       Date:  2000-04-21       Impact factor: 5.157

8.  The bzd gene cluster, coding for anaerobic benzoate catabolism, in Azoarcus sp. strain CIB.

Authors:  María J López Barragán; Manuel Carmona; María T Zamarro; Bärbel Thiele; Matthias Boll; Georg Fuchs; José L García; Eduardo Díaz
Journal:  J Bacteriol       Date:  2004-09       Impact factor: 3.490

9.  Evidence in the Legionella pneumophila genome for exploitation of host cell functions and high genome plasticity.

Authors:  Christel Cazalet; Christophe Rusniok; Holger Brüggemann; Nora Zidane; Arnaud Magnier; Laurence Ma; Magalie Tichit; Sophie Jarraud; Christiane Bouchier; François Vandenesch; Frank Kunst; Jérôme Etienne; Philippe Glaser; Carmen Buchrieser
Journal:  Nat Genet       Date:  2004-10-03       Impact factor: 38.330

10.  TnphoA: a transposon probe for protein export signals.

Authors:  C Manoil; J Beckwith
Journal:  Proc Natl Acad Sci U S A       Date:  1985-12       Impact factor: 11.205

View more
  4 in total

1.  Unraveling the specific regulation of the central pathway for anaerobic degradation of 3-methylbenzoate.

Authors:  Javier F Juárez; Huixiang Liu; María T Zamarro; Stephen McMahon; Huanting Liu; James H Naismith; Christian Eberlein; Matthias Boll; Manuel Carmona; Eduardo Díaz
Journal:  J Biol Chem       Date:  2015-03-20       Impact factor: 5.157

2.  Refactoring the λ phage lytic/lysogenic decision with a synthetic regulator.

Authors:  Gonzalo Durante-Rodríguez; José Miguel Mancheño; Eduardo Díaz; Manuel Carmona
Journal:  Microbiologyopen       Date:  2016-03-14       Impact factor: 3.139

3.  Computational classification of MocR transcriptional regulators into subgroups as a support for experimental and functional characterization.

Authors:  Stefano Pascarella
Journal:  Bioinformation       Date:  2019-02-28

4.  Biosensor libraries harness large classes of binding domains for construction of allosteric transcriptional regulators.

Authors:  Javier F Juárez; Begoña Lecube-Azpeitia; Stuart L Brown; Christopher D Johnston; George M Church
Journal:  Nat Commun       Date:  2018-08-06       Impact factor: 14.919

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.