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Antimicrobial Agents and Chemotherapy, September 2003, p. 2875-2881, Vol. 47, No. 9
0066-4804/03/$08.00+0 DOI: 10.1128/AAC.47.9.2875-2881.2003
Copyright © 2003, American Society for Microbiology. All Rights Reserved.
Karo Bio USA, Inc., Durham, NC 27703
Received 16 December 2002/ Returned for modification 31 March 2003/ Accepted 6 June 2003
| ABSTRACT |
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| INTRODUCTION |
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Although most antibiotics in use today are directed against a small number of bacterial targets, there is no shortage of potential targets. Analyses of bacterial genomes have allowed estimates of the "minimal genome set" of genes essential for viability. A comparison of the genomes of Haemophilus influenzae and Mycoplasma genitalium identified 256 genes considered necessary and sufficient for cell viability, while a study of the frequency of indispensable genes in the Bacillus subtilis genome arrived at 250 to 450 essential genes (25, 32). This range of genes should thus constitute the number of potential targets for antimicrobial drug discovery, a number far larger than the dozen or so sites of action for all currently existing antibiotics. Genome-sequencing efforts have increased the potential for development of new classes of antibiotics directed against novel targets (15, 39, 42). Among the potential targets revealed by sequencing are those of unknown function, as well as those of known function that have never been used as drug targets. There is a pressing need for technologies that can validate or invalidate targets for drug discovery by showing whether they are essential for microbial survival.
Here we describe a "protein knockout" method for demonstrating the essentiality of bacterial proteins that requires no prior knowledge of protein function. Proteins are expressed, purified, and used in phage display to isolate peptides that bind specifically to them. The peptides are then expressed intracellularly as glutathione S-transferase (GST) fusions, and their effect on growth is monitored. If the protein is essential, cell growth should be inhibited.
The protein knockout strategy builds on several observations reported previously. We and others have shown that many peptides selected in phage display are directed to functional sites on target proteins (reviewed in reference 26). In an extension of our previous work in isolating a peptide inhibitor of prolyl-tRNA synthetase (ProRS) (24), Tao et al. showed that intracellular expression of this peptide fused to GST could slow bacterial growth and rescue mice from an otherwise lethal dose of virulent Escherichia coli. (46). Specific inhibition of ProRS in the cell was demonstrated by a decrease in the intracellular pool of charged tRNAPro. Walker et al. (47) expressed 20,000 peptides in E. coli and found that 21 of them were growth inhibitory; however, the targets of these peptides were unknown. This study showed the importance of using peptides fused to proteins or amino acid motifs to improve stability. Blum et al. (1) induced the expression of a library of peptides fused to thioredoxin and selected for cells possessing the ThyA- phenotype (trimethoprim resistance and a thymine requirement for growth). They discovered peptides that inhibited cell growth and found that the phenotype could be suppressed by overexpression of ThyA protein. Peptide expression has also been used to knock out protein function and dissect signal transduction pathways in eukaryotic cells (5, 7, 9, 13, 17, 18, 41).
In this study, we showed that protein-specific peptides can first be selected in vitro and then used to assess the essentiality of a wide variety of proteins in bacteria. We demonstrated this method with proteins known to be essential for E. coli, including those involved in nearly every basic cellular process: DNA replication (DnaN), lipid A biosynthesis (LpxA), transcription initiation (RpoD or
70), translation (ProRS), protein secretion (SecA), and DNA supercoiling (GyrA), as well as one essential protein of unknown function (Era). We also assessed the specificity of the intracellular protein-peptide interaction by performing protein overexpression rescue experiments.
| MATERIALS AND METHODS |
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Pro was purchased from BD Biosciences/Clontech (Palo Alto, Calif.). E. coli BL21(DE3) cells and electrocompetent JS5 cells were purchased from Bio-Rad (Hercules, Calif.). Other electrocompetent cells, when needed, were prepared as follows. The cells were grown overnight at 37°C in 20 ml of the appropriate medium, diluted into 1 liter, and grown to an optical density of 0.5 at a wavelength of 600 nm. The cells were pelleted and washed in ice-cold sterile 10% glycerol in volumes of 1 liter, 500 ml, 250 ml, 125 ml, and finally 5 ml. They were frozen at -80°C. DNA manipulations and synthesis of oligonucleotide and peptides. PCR was carried out using the Expand High-Fidelity PCR system (Roche, Indianapolis, Ind.) in conjunction with the Techne Genius thermal cycler (Techne, Princeton, N.J.). Restriction enzymes and T4 DNA ligase were from New England Biolabs (NEB; Beverly, Mass.). DNA was purified using kits purchased from Qiagen (Valencia, Calif.). Electroporation was carried out in 0.1-cm cuvettes in a Bio-Rad E. coli Pulser device at 1.8 kV. DNA sequence analysis was carried out by Sequetech Corp. (Mountain View, Calif.). Oligonucleotides were synthesized by The Midland Certified Reagent Co., Inc. (Midland, Tex.). Peptides were synthesized by AnaSpec, Inc. (San Jose, Calif.).
Oligonucleotides. Two oligonucleotides were annealed and used to make a cassette to introduce SalI and NheI sites into pPROTet.E332-lacZ (BD Biosciences/Clontech; see below). They are ProtetSal/Nhe5 and ProtetSal/Nhe3, respectively (5'-GAGAAAGGTACCCATGTCGACAGGTTAGGCTAGCACAAGCTTGGATACT and 5'-AGTATCCAAGCTTGTGCTAGCCTAACCTGTCGACATGGGTACCTTTCTC). Two oligonuclcotides were annealed and used to make a cassette to introduce a new multicloning site into pPROLar.A222. They are pKBU-Pro-Lar5 and pKBU-Pro-Lar3, respectively (5'-CATATGCTCATGAGGTAATAACCCGGGCGTTAAT and 5'-TAACGCCCGGGTTATTACCTCATGAGCATATGGTAC). The PCR primers used to clone GST (and a hinge) into pPROTet.E332 (Hind3-PstI) are primers tGST5 and tGST3, respectively (5'-GATCGATCAAGCTTGGGATCAGGATCCATGTCCCCTATACTAGGTTATTGG and 5'-GATCGATCCTGCAGCCTCACAGATCCGATTTTGGAGGATGGTCGCC).
To clone target genes into pTYB2AT or pTYB4AT (see below), the following pairs of PCR primers were used, each set named after the protein of interest and the end of the gene to which they hybridize (5 = 5'; 3 = 3'): LpxA5 (5'-ATGATCGACATATGATTGATAAATCCGCCTTTGTGC) and LpxA3 (5'-GATCGACCCGGGACGAATCAGACCGCGCGTTGAGCG), DnaN5 (5'-TCGTCATCCATATGAAATTTACCGTAGAACGTGAGCA) and DnaN3 (5'-TCGTCATCCCCGGGCAGTCTCATTGGCATGACAACATAA), RpoD5 (5'-ATGATCGACATATGGAGCAAAACCCGCAGTCACAGC) and RpoD3 (5'-GATCGACCCGGGATCGTCCAGGAAGCTACGCAGC), Era5 (5'-GATCGTACCATGGGAAGCATCGATAAAAGTTACTGCGG) and Era3 (5'-GATCGACCCGGGAAGATCGTCAACGTAACCGAGACTGCG), GyrA5 (5'-TCGTCATCCATATGAGCGACCTTGCGAGAGAAATTAC) and GyrA3 (5'-TCGTCATCGATATCTTCTTCTTCTGGCTCGTCGTCAACG), and SecA5 (5'-TCGTCATCCATATGCTAATCAAATTGTTAACTAAAG) and SecA3 (5'-TCGTCATCCCCGGGTTGCAGGCGGCCATGGCACTGCTTG).
The sequencing primer used to confirm cloning of peptides was 5'ProTet (5'-CATCAGCAGGACGCACTGAC). The sequencing primer used to confirm cloning of target genes into pKBU-Pro-Lar was 5'ProLar (5'-GTGAGCGCTCACAATTATGATAG).
Cloning of target genes and protein purification. Genes encoding target proteins were amplified by PCR with specific oligonucleotides. The amplified products were cloned into pTYB2AT or pTYB4AT, vectors based on TYB2 and TYB4 (NEB), respectively, altered to include a 15-amino-acid in vivo biotinylation signal at the C terminus of the purified protein. Each construct was transformed into BL21(DE3) cells (Stratagene, La Jolla, Calif.) carrying the pBirAcm plasmid (Avidity, Denver, Colo.) that encodes biotin ligase. Plasmid DNA was isolated, and the inserts were confirmed by DNA sequencing. Protein was produced and purified by the NEB IMPACT method.
Phage display. Immulon 4 96-well plates (Thermo Labsystems, Franklin, Mass.) were coated with streptavidin (1 µg/well) in 0.1 M sodium bicarbonate and blocked with 1% bovine serum albumin. Biotinylated protein (4 pmol/well) diluted into TBST (10 mM Tris-HCl [pH 8.0], 150 mM NaCl, 0.05% Tween 20) was allowed to bind to the plate for 1 h. The plates were washed with TBST, and phage from each of 20 recombinant M13 libraries (total complexity of 2 x 1010) were allowed to bind for 1 h. The plates were washed again, and the bound phage were eluted, amplified, and used for the next round of phage selection as described previously (44). After three or four rounds of selection, phage pools were plated for single plaques and purified and the DNA sequence of individual isolates was determined. Peptides were synthesized to include the 12- to 15-amino-acid sequence displayed by the phage followed by a short linker and a biotin at the C terminus to allow labeling for analysis of peptide binding. Isolation and use of ProRS-specific phage has been described previously (24, 46); peptide Pro-3 in those publications is referred to as peptide 72 in this work.
Cloning vectors for intracellular expression of peptide fusion and protein. Two commercially available plasmids were altered for cloning purposes.
(i) Vector for peptide expression. Plasmid pPROTet.E332-lacZ was modified for cloning of peptide sequences as GST fusions by first introducing a cassette with SalI and NheI sites for peptide sequence cloning and then replacing the lacZ gene with the gst gene. Oligonucleotides ProtetSal/Nhe5 and ProtetSal/Nhe3 were annealed at 95°C for 2 min in 1x SURE/CUT buffer B (Roche) and then allowed to cool to room temperature. The DNA was then cut with HindIII and KpnI and ligated into the pPROTet.E332-lacZ vector previously cut with HindIII and KpnI. Transformants were screened for the presence of the NheI site, and DNA sequences of the plasmids were confirmed. The gst gene was amplified by PCR from pGEX2T (Amersham BioSciences, Piscataway, N.J.) with primers tGST5 and tGST3. This set of primers also introduced a linker region between the multiple-cloning site and gst. The PCR product was cut with HindIII and PstI and ligated into the modified pPROTet.E332-lacZ vector cut with the same enzymes. Transformants were screened for presence of an introduced BamHI site, and plasmids were confirmed by sequence analysis. The resulting plasmid is pKBU-Tet/GST (Fig. 1A).
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Construction of plasmids for peptide expression.
Each peptide expression plasmid (with the exception of the ProRS peptide-encoding plasmid) was made with a specific pair of 5'-phosphorylated oligonucleotides for insertion into the SalI and NheI cloning sites of pKBU-Tet/GST (Fig. 1A). Each oligonucleotide was resuspended to 1 µg/µl in 10 mM Tris-HCl (pH 8.0)-1 mM EDTA (TE), and 9.5 µl of the sense oligonucleotide and 9.5 µl of the antisense oligonucleotide were mixed with 1 µl of 5M NaCl in TE and placed in a heat block at 80°C. After 30 min, the block was removed from its heater and allowed to cool to 30°C. Each annealed cassette was diluted with TE to 200 µl and then ligated into pKBU-Tet/GST; 2 µl of each ligation mixture was transformed into 20 µl of electrocompetent DH5
Pro cells. Cells were plated onto medium containing chloramphenicol and grown overnight at 37°C. Several isolates from each ligation were picked and cultured, and insert-positive isolates were identified by PCR amplification with primers outside the insert region. Positive isolates were then sequenced with the oligonucleotide 5'ProTet to confirm correct sequences of the peptide-coding inserts.
Construction of plasmids for protein expression.
For intracellular expression experiments, target genes were removed from the pTYB2AT or pTYB4AT constructs used for protein production with the restriction sites used to clone them (or with flanking sites) and recloned into compatible sites in the vector pKBU-Pro-Lar (Fig. 1B). The resulting constructs were transformed into JS5 cells, sequences were confirmed, and the plasmids were repurified and transformed into DH5
Pro cells.
Induction of peptide fusions. Overnight cultures of sequence-confirmed constructs were diluted 1:100 (10 µl into 1 ml) into a 96-well block with fresh selective medium and the addition of the inducer anhydrotetracycline (BD Biosciences/Clontech) to 100 ng/ml. These cultures were grown at 22°C with shaking, and optical densities (absorbance at 600 nm) were read in a SpectraMax 190 spectrophotometric plate reader (Molecular Devices, Sunnyvale, Calif.) at 12, 24, 36, and 48 h.
Coinduction of peptide fusions and target proteins. Cells bearing pKBU-Tet-peptide-GST constructs were made electrocompetent and were transformed with the pKBU-Pro-Lar-target constructs, plated onto 2x YT plus kanamycin, and grown overnight at 37°C. Isolates were picked and grown in medium with chloramphenicol, spectinomycin, and kanamycin, and the presence of both constructs in the cells was confirmed by sequencing of the DNA with individual sets of plasmid-specific primers. Overnight cultures of cells bearing these plasmids were diluted 1:100 (10 µl into 1 ml) into a 96-well block, with fresh selective medium containing the inducer of peptide expression, anhydrotetracyline (100 ng/ml), as well as the inducers of protein expression, L-(+)-arabinose (0.2 %) and isopropyl-1-thio-ß-D-galactopyranoside (1 mM). Induced cultures were grown at 22°C, and optical densities were read after 48 h.
Cultures were also diluted 1:1,000 at 3 h after induction; plated onto 2x YT solid medium containing chloramphenicol, spectinomycin, kanamycin, and inducers; and grown overnight at 37°C.
Western blotting. Equal volumes of overnight cultures of cells carrying pKBU-Tet-peptide-GST constructs were diluted into fresh selective medium containing inducer and grown at 37°C. At 0, 1, 2, 3, and 4 h, optical densities were measured and samples were taken. Cell samples were resuspended at a concentration of 1 absorbance unit at 600 nm per ml in SDS sample buffer (3% sodium dodecyl sulfate, 1 mM dithiothreitol, 10 % glycerol, 63 mM Tris-HCl [pH 6.8]), boiled for 2 min, and applied to 4 to 20% gradient polyacrylamide gels. The resolved proteins were electroblotted to polyvinylidene difluoride membranes and probed with anti-GST antibody covalently linked to alkaline phosphatase (Santa Cruz Biotechnology, Santa Cruz, Calif.). The blots were developed with WesternBlue substrate (Promega Corp., Madison, Wis.).
| RESULTS |
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The peptide-GST fusion and the target protein were induced, either individually or simultaneously, and growth in liquid culture at 22°C was tracked for 48 h. Induction of LpxA alone had little effect on cell growth, and induction of DnaN alone had a slight inhibitory effect on cell growth. Overexpression of peptide fusions 920-GST and 1337-GST each resulted in significant growth inhibition. However, in cells expressing both a target protein and a peptide fusion, peptide-dependent growth inhibition could be fully or partially relieved, but only in a target-specific manner (Fig. 4). These experiments were repeated several times with similar results. The same effects were seen with plated cultures (Fig. 5). Plate B shows growth inhibition of cells due to induction of peptides. Plate D shows induction of peptides and targets and reveals the specificity of rescue: overexpression of LpxA rescues growth inhibition caused by its cognate peptide 920 but not that caused by the DnaN cognate peptide 1337. Similarly, overexpression of DnaN specifically rescues growth inhibition caused by its cognate peptide 1337 but not that caused by peptide 920. (Plate A shows uninduced cells, and plate C shows induction of target alone). Overexpression of SecA rescued growth inhibition caused by SecA cognate peptide 1330; however, overexpression of RpoD did not rescue growth inhibition caused by RpoD cognate peptide 729 (data not shown).
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| DISCUSSION |
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It is not surprising that peptides selected to bind a specific protein would inhibit the function of that protein intracellularly. The phage display process selects peptides that bind active or functional sites rather than random sites on protein surfaces (21, 26). Although this phenomenon is not completely understood, it is known that active sites possess physicochemical properties such as deep, flexible clefts that have evolved to bind ligands (28, 48). In addition, peptide binding to these clefts is energetically favorable (11). Accordingly, the activity of many enzymes can be inhibited by peptides in vitro, and this inhibition is quite specific. Enzymes inhibited in this way include prolyl- and tyrosyl-tRNA synthetases (24), ß-glucosidase (24), hexokinase (24), glycogen phosphorylase a (24), alcohol dehydrogenase (24), enzyme I of the phosphotransferase system (31), rRNA methyltransferase (19), human immunodeficiency virus HIV integrase (37), membrane dipeptidase (38), NADPH-dependent oxidase (12), protein phosphatase I (49), Src kinase (34), urease (23), and diphosphocytidine methylerythritol synthase (A. Jacobi, A., H. Baum, T. Nakano, R. R. Annand, S. Anderson, J. Breunig, S. Bowes, P. Goldenblatt, S. S. Ashraf, H. Grøn, P. Hamilton, D. J. Christensen, and H. Loferer, Program Abstr. 41st Intersci. Conf. Antimicrob. Agents Chemother., abstr. 2124, 2001). Biologically relevant associations between proteins and peptides have also been seen in crystal structures. Peptides selected by phage display on the DM2 oncoprotein resembled the portion of the p53 substrate seen in the crystal structure to bind in the DM2 binding pocket (3, 4, 27). A peptide selected by phage display against another target not only inhibited that target's biochemical activity but also was found in the target's active site in a cocrystal (P. Bernasconi, Abstr. HTS Appl. Agribusiness, SBS North Carolina Regional Meeting, 2002). These examples make clear that peptides can bind to active sites and inhibit function in vitro and therefore could inhibit function intracellularly.
However, it is difficult to draw conclusions if intracellular peptide expression does not lead to growth inhibition. We obtained this result with peptides isolated against the proteins dihydrofolate reductase (DHFR) and deoxyxylulose reductoisomerase (Dxr). Mutants defective in folA (encoding DHFR) are slow growing on rich media (22), and mutants defective in yaeM (encoding Dxr) are not viable on rich media unless specifically supplemented with methylerythritol (45). In both cases, the peptides we isolated by phage display were competed from the protein by antimicrobial drugs specific for that protein; additionally, one of the Dxr-specific peptides inhibited the biochemical activity of Dxr (reference 20 and data not shown). When growth inhibition by intracellular expression of such peptides is not seen, there are a number of possible explanations. These include nonessentiality of the protein, binding of the peptide to a site not relevant to the essential function of the protein, protection of the protein from peptide inhibition by substrate or by assembly into multienzyme complexes, and insufficient expression of the peptide. Furthermore, even if intracellular peptide-protein complexes are efficiently formed, a low level of residual activity from unbound protein may suffice for growth. Any of these factors could also cause incomplete growth inhibition, as seen in the present study, for example, with the SecA peptide. If sufficient numbers of peptides were tested, this ambiguity might be resolved for a given protein. This technique is thus most useful when a clear growth inhibition phenotype is observed with a minimal number of peptides and when protein-specific rescue is demonstrated.
The protein knockout method does not depend on prior knowledge of function and thus is well suited for use with genomics targets. Knowledge of function is often lacking for open reading frames (ORFs) discovered in genome sequencing, and even 20% of ORFs in the genome of the well-studied bacterium E. coli have no known function (43). Another advantage of this method is the direct demonstration of essentiality on the protein levelthe level at which an antimicrobial drug would act. Once essentiality of a protein is demonstrated, the method could also be used as a genetic tool to acquire functional information. For example, extragenic suppressors of peptide-induced death could be isolated. Function could also be addressed by the use of transcription profiling or proteomics approaches once it is known that the protein in question is essential.
Peptides shown to knock out function of a specific protein intracellularly can also be used as tools for drug screening (6). For example, such a peptide could be competed from a target protein by small molecules suitable for drug development. In one instance, a peptide that specifically binds E. coli Dxr was used in a high-throughput "surrogate ligand" displacement assay: 32,000 compounds from a diverse historical library were screened in this way, and 30 compounds were identified that inhibited Dxr activity with 50% inhibitory concentrations under 20 µM (20). This kind of peptide competition assay has been used to format other high-throughput screens for difficult-to-assay targets, such as DnaN, the sliding-clamp subunit of DNA polymerase III (D. J. Christensen, E. B. Gottlin, R. E. Benson, and P. T. Hamilton, Program Abstr. 41st Intersci. Conf. Antimicrob. Agents Chemother., abstr. 2131, 2001.) The same format could also be used to discover drugs directed to targets of unknown function. For this purpose, the peptide and the target would both be validated for drug discovery by the results of peptide overexpression on cell growth.
| ACKNOWLEDGMENTS |
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This work was supported in part by National Institutes of Health grant 5 R43 AI 46036-02.
| FOOTNOTES |
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| REFERENCES |
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