Emergence of drug resistant strains to currently available antibiotics has resulted in the quest for novel antimicrobial agents. Antimicrobial peptides (AMPs) are receiving attention as alternatives to antibiotics. In this study, we used phage-display random peptide library to identify peptides binding to the cell surface of E. coli. The peptide with sequence RLLFRKIRRLKR (EC5) bound to the cell surface of E. coli and exhibited certain features common to AMPs and was rich in Arginine and Lysine residues. Antimicrobial activity of the peptide was tested in vitro by growth inhibition assays and the bacterial membrane permeabilization assay. The peptide was highly active against Gram-negative organisms and showed significant bactericidal activity against E. coli and P. aeruginosa resulting in a reduction of 5 log10 CFU/ml. In homologous plasma and platelets, incubation of EC5 with the bacteria resulted in significant reduction of E. coli and P. aeruginosa, compared to the peptide-free controls. The peptide was non-hemolytic and non-cytotoxic when tested on eukaryotic cells in culture. EC5 was able to permeabilize the outer membrane of E. coli and P. aeruginosa causing rapid depolarization of cytoplasmic membrane resulting in killing of the cells at 5 minutes of exposure. The secondary structure of the peptide showed a α-helical conformation in the presence of aqueous environment. The bacterial lipid interaction with the peptide was also investigated using Molecular Dynamic Simulations. Thus this study demonstrates that peptides identified to bind to bacterial cell surface through phage-display screening may additionally aid in identifying and developing novel antimicrobial peptides.
Citation: Sainath Rao S, Mohan KVK, Atreya CD (2013) A Peptide Derived from Phage Display Library Exhibits Antibacterial Activity against E. coli and Pseudomonas aeruginosa. PLoS ONE 8(2): e56081. doi:10.1371/journal.pone.0056081
Editor: Gunnar F. Kaufmann, The Scripps Research Institute and Sorrento Therapeutics, Inc., United States of America
Received: November 30, 2012; Accepted: January 3, 2013; Published: February 11, 2013
This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
Funding: The authors have no support or funding to report.
Competing interests: The authors have declared that no competing interests exist.
Drug resistance among pathogenic bacteria is on the rise and antibiotics to combat these microbes are becoming limited. New antibacterial agents with novel mechanisms of action and biological targets need to be developed. AMPs are a new class of antimicrobial agents that has stimulated the interest of many investigators as a substitute for traditional antibiotics . Most of the AMPs are components of innate immunity evolved millions of years ago as primary defense to combat microbial challenge . Though human defensins and cathelicidins from higher vertebrates are the most studied AMPs, significant number of diverse AMPs from plants, vertebrates, and invertebrates are also receiving lots of attention , . AMPs have a positive net charge and interact with the negatively charged membranes, leading to destabilization and permeabilization of the cell membrane –.
Though the exact mode of action of the AMPs has not been fully understood, several models for the interaction of AMPs with membranes such as the “carpet model”, “toroid pore” model and the “barrel-stave” model have been proposed . The mechanism of action of AMPs against Gram-negative bacteria has been extensively studied . Many of the antimicrobial peptides act by binding to the negatively charged lipopolysaccharide (LPS), thereby rendering the bacterial membrane permeable. Additional peptide molecules present outside the membrane gains entry into the cell and integrate into the cytoplasmic membrane resulting in cell death .However, some AMPs may act differently under different conditions .
Recently, scientists have focused their research on screening novel AMPs by using combinatorial libraries and computational approaches for antimicrobial drug discovery and design –. Phage-display serves as a valuable tool for the selection of peptides binding to surface epitopes on whole cells –. This approach could allow the selection of bacterial membrane ligands with antimicrobial activity from a large peptide library . Short synthetic peptides are gaining importance as probes for detection and therapeutic purposes and thereby offer excellent templates for future drug design. In this study we used a 12-mer phage-display library to identify peptides binding to the whole cell surface of E. coli. We identified a novel peptide that showed binding to E. coli cells. The peptide exhibited antimicrobial activity against Gram-negative organisms and showed significant bactericidal activity against E. coli and P. aeruginosa. Furthermore the peptide was tested for membrane permeabilization, specificity and toxicity against mammalian cells.
Materials and Methods
Bacterial culture and reagent
All bacterial strains used in this study originated from ATCC (Manassas, Virginia): S. aureus (ATCC 25923; ATCC 35548), S. epidermidis (ATCC 35983), E.coli (ATCC 700928; ATCC 25922), P. aeruginosa (ATCC 27853; ATCC 12121), K. pneumoniae (ATCC 10031; ATCC 13885) and B. cereus (ATCC 11778). Cultures were maintained and subcultured periodically on nutrient agar plates and stored at 4 to 8°C until tested. Stock cultures of all bacteria were stored in tryptic soy broth with 10% glycerol at −70°C. Log-phase cultures of bacteria grown in Miller's Luria-Bertani (LB) broth (Mediatech Inc, Herndon, VA) were concentrated by centrifugation at 3000×g and dilutions were prepared with phosphate-buffered saline (PBS; pH 7.4) (Mediatech Inc, Herndon, VA). In all experiments bacterial titers were estimated by optical density and confirmed by quantitative culture by plating on nutrient agar plates.
Biopanning of phages binding to E. coli
Phage library displaying 12-mer random peptides fused to pIII coat protein (New England Biolabs Ipswich, MA) was used for this study. Biopanning and amplification of the phages was performed as described earlier with some modifications . In brief, the phage library was depleted of clones binding to S. aureus ATCC 25923. For the first round of panning, 96-well plates were coated with whole cells of E. coli ATCC 700928 resuspended in PBS pH 7.4 and exposed to the phage library diluted in TBST at a final concentration of 2×1010 (100 µl/well). Unbound phages were removed by washing 10 times with TBST. Subsequently bound phages were eluted by adding 100 µl elution buffer (100 mM HCl) for 5 min at room temperature. The eluate containing the bound phage neutralized with 1 M Tris (pH 8.0) was collected. The titer of the phage was determined by plating them on LB X-gal/IPTG plates and the phages were amplified in E. coli ER2738 and purified with polyethylene-glycol precipitation. In each round of panning, the titer of the phages in washing buffer and that in the elution buffer was determined, and their ratio was analyzed to evaluate the enrichment efficiency.
DNA sequencing and peptide synthesis
Phages from sixth round of biopanning were used for preparing phage stocks to isolate phage genomic DNA for nucleotide sequencing. The DNA sequences were translated into amino acids by using ‘Gene Runner’ software (www.generunner.net). Phage peptides were aligned using CLUSTAL W multiple sequence alignment program (http://www.ebi.ac.uk/Tools/msa/clustalw2/) , . Peptides were synthesized at our Core Facility in CBER, FDA, biotinylated with a C6-linker and purified by high-pressure liquid chromatography (HPLC).
Assays for detection of peptide binding to E. coli cells
ELISA-Log-phase cultures of bacteria were centrifuged at 3,000×g. The cell pellet was resuspended and 10-fold serial dilutions were made in 1× PBS. Bacterial cell suspension at a concentration of 103 CFU was coated to the wells of 96-well micro plate (Becton Dickinson, Bedford, MA) and incubated overnight at RT. Subsequently, cells were fixed in ethanol (Aldrich Chemical Company, Milwaukee, WI) for 10 min and the plates were air-dried. Wells were blocked with 5% BSA (Sigma, St. Louis, MO) for 60 min at RT, rinsed with PBS and then EC5 peptide suspended in PBS at a final concentration of 50 µg/ml was added to all the wells and incubated for 15 min. Following incubation, wells were washed 3 times with PBST buffer (PBS pH 7.4, 0.01% Tween 20). The wells were further incubated with 1:10,000 dilution of streptavidin-HRP conjugate (Upstate, Temecula, CA) for 15 min and washed with PBST buffer. Tetramethylbenzidine (TMB) membrane peroxidase substrate (Zymed Laboratories, Carlsbad, CA) system was used to detect the enzyme label in accordance with the manufacturer's instructions. The color development in the 96-well plate was recorded by using Synergy 4™ BioTek micro plate reader (BioTek Instruments, Winooski, VT) at 490 nm wavelength.
Fluorometry using Qdot nanocrystals-The assay was carried out as described earlier , . Bacterial cell suspensions at a concentration of 103 CFU were incubated with EC5 (50 µg/ml) in an eppendorf tube at room temperature for 60 min. Following three washes with 1×PBS, pH 7.4 the pellet was resuspended in 100 µl of 1:10,000 dilution of streptavidin-conjugated Q dots (QD 605) solution (Invitrogen, Gaithersburg, MD). The fluorometric counts were measured using Synergy 4™ BioTek micro plate reader (BioTek Instruments, Winooski, VT).
Bioinformatic tools for peptide characterization
Physicochemical properties of the peptide (Molecular weight and pI) were predicted using the Compute pI/Mw tool expasy server (http://web.expasy.org/compute_pi/). Hydrophobicity and net charge of the peptides were predicted using Antimicrobial peptide database server (http://aps.unmc.edu/AP/prediction/prediction_main.php) . Homology modelling was done using the (PS) 2v2: Protein Structure Prediction Server . (PS) 2 is an automated server that builds 3D models using the package MODELLER.
Evaluation of bactericidal activity of the EC5 peptide
In vitro antibacterial activity of EC5 peptide. The test microorganisms mentioned earlier in the experimental procedures were used to evaluate the bactericidal activity of EC5 peptide. The minimum inhibitory concentrations (MICs) of the peptide was determined by standard dilution assay as recommended by Clinical and Laboratory Standard Institutes (CLSI) guidelines . Overnight cultures of bacterial cells were diluted in cation-supplemented Mueller-Hinton broth (MHB) (Becton Dickinson, Sparks, MD) and grown to mid-logarithmic phase on an orbital shaker (37°C) and diluted to a 0.5 McFarland standard to a final volume of 1 ml. Decreasing concentrations of the peptide were incubated with the microorganisms. Results were recorded by visual inspection after 24 h of incubation at 37°C. Assay was repeated three separate times to ensure reproducibility. Since EC5 exhibited antibacterial activity against E. coli and P. aeruginosa, time-kill kinetics of the E. coli and P. aeruginosa strains were examined. EC5 concentrations 0x, 0.5x, 1x, and 2x MIC were incubated with logarithmic phase of bacteria of approximately 105 CFU/ml in an orbital shaker for 48 h at 37°C. Samples were drawn and plated on NA plates. Polymyxin B was used as a positive control and peptide with no antibacterial activity (PD-1)  from our previous studies was used as a negative control. Additional MIC determinations were performed using cation-supplemented Mueller-Hinton broth.
Antibacterial activity in blood matrices
The antibacterial activity of the peptide in the presence of homologous plasma and platelets were assessed. Platelet Concentrates (PCs) in bags were obtained from the National Institutes of Health (NIH) Blood Bank, Department of Transfusion Medicine, Clinical Center (NIH, Bethesda, MD) and stored at room temperature as described earlier . Plasma was isolated from the PC bag by collecting 25 ml of PCs and subjecting the sample to a low speed centrifugation step to separate PLT-rich plasma from plasma. For all assays log-phase cultures of bacteria grown in Luria-Bertani (LB) broth were centrifuged at 3000×g and suspended in 1×PBS pH 7.4. Bacterial titers were estimated by measuring the optical density (OD) and microscopy. Approximately 105 CFU/ml of each bacterial strain was spiked into 0.1 ml of plasma or platelets and incubated with peptide at concentrations ranging from 0 to 50 µg/ml. Incubation was carried out at room temperature for 2 h on a shaker. At the end of 2-h exposure period, a fixed volume of the suspension was plated on NA plates, and incubated at 37°C for 18 to 24 h. Bactericidal activity was measured by log-reduction of viable bacteria.
Measurement of Hemolytic activity
The ability of EC5 to induce hemolysis of chicken red blood cells (ch-RBCs) was assessed as previously described . Ch-Red blood cells were purchased from Lampire Biological Labs Inc, Pipersville, PA and the ch-RBCs were harvested under the manufacturer's established cGMPs. The purchased ch-RBCs were washed with phosphate-buffered saline (PBS) and a 1% (vol/vol) suspension was made with PBS. 100 µl of this RBC suspension were transferred to 96-well microtiter plates. Two-fold serial dilutions of the peptide samples (range: 25 to 500 µg/ml) were added to the RBCs and the reaction mixture was incubated at 37°C for 24 h in microtiter plates. Optical density was measured with a microtiter plate reader (BioTek Instruments, Winooski, VT) to monitor RBC lysis. Cells incubated with PBS alone served as control and cells that were lysed using 0.1% Triton X-100 was used as positive control.
Toxicity of peptide for Eukaryotic cell
Toxicity of EC5 towards MDCK (Madin Darby Canine Kidney ATCC CCL-34) cells and Vero cells (ATCC CCl-81) was tested by PrestoBlue™ Cell Viability assay (Invitrogen, Carlsbad, CA) according to the manufacturer's protocol. Briefly MDCK and Vero cells were cultured in Eagle's Minimum Essential Medium (EMEM) (Invitrogen, Carlsbad, CA) and Dulbecco's modification of Eagle medium respectively. The medium was supplemented with 10% fetal bovine serum, 2 mM glutamine, 100 units/ml of penicillin, and 100 units/ml streptomycin was plated in wells. Peptides were added at various concentrations, ranging from 0 to 500 µg/ml, and incubated overnight with the cells at 37°C in a 5% CO2 atmosphere. Ten percent DMSO was used as a positive control and untreated cells served as negative control. PrestoBlue™ Cell Viability reagent was added and the fluorescence read using Synergy 4™ BioTek micro plate reader (BioTek Instruments, Winooski, VT).
Outer membrane permeabilization assay
Membrane-permeabilizing activity of the peptide was determined using the fluorescent dye N-phenyl-1-napthylamine (NPN) assay, as described earlier , with intact cells of E. coli and P. aeruginosa. The increase in fluorescence due to partitioning of NPN uptake into outer membrane (OM) was measured by addition of increasing concentrations of peptide. Polymyxin B (PMB) was taken as a positive control due to its outer membrane permeabilising properties. All experiments were performed three times. S. aureus was used as a negative control.
Membrane permeability as assessed by propidium iodide (PI) and SYTO9 uptake-based assay
The effects of EC5 on the membrane integrity of E. coli and P. aeruginosa cells were assessed using the LIVE/DEAD Baclight™ kit (Invitrogen, Oregon) according to the manufacturer's protocol. Membrane integrity of the cells after the addition of different concentrations of peptide EC5 was measured using fluorescence micro plate reader (BioTek Instruments, Winooski, VT). Experiments were done in triplicates. PMB was used as a positive control.
Membrane depolarization assay (Δψ)
Membrane depolarization activity (Δψ) of the peptide was determined with intact E. coli and P. aeruginosa cells and the membrane potential-sensitive fluorescent dye, 3,3′-dipropylthiadicarbocyanine Iodide (diSC (3)5) (Invitrogen, Oregon), according to the method described by Sims et al . Briefly, bacterial cells of mid-logarithmic phase were harvested by centrifugation and washed twice with HEPES buffer (5 mM HEPES, 5 mM glucose, pH 7.6). The cells were suspended in the same buffer to an OD of 0.05. The cell suspension was incubated with 0.4 mM diSC (3)5 until maximal uptake of the dye. 100 mM KCl was added to equilibrate the cytoplasmic and external potassium ion concentration of peptide, and fluorescence was monitored at an excitation wavelength of 622 nm and an emission wavelength of 670 nm. Polymyxin B was used as a positive control and S. aureus cells were used as negative control. Simultaneously the cells were plated on NA plates and incubated at 37°C overnight to assess the number of CFU.
Determination of ATP inhibition
The effects of EC5 on ATP inhibition as a measure of metabolic activity of E. coli and P. aeruginosa cells was determined by using BacTiter-Glo assay kit™ (Promega) according to the manufacturer's protocol. The luminescent signal correlates with the number of viable microbial cells based on the amount of ATP present after the addition of different concentrations of the peptide. Polymyxin B was included as a positive control.
Molecular Dynamic simulations
In-silico docking studies of EC5 with lipid bilayers were conducted using Cluspro 2.0 version software  and Hex protein docking . Files for POPE (1-palmitoyl-2-oleoyl-phosphoethanolamine)and POPG (1-palmitoyl-2-oleoyl-phosphatidylglycerol)were accessed from Tieleman website (http://moose.bio.ucalgary.ca) as described . Structural files for EC5 were downloaded in PDB file format from (PS) 2v2: Protein Structure Prediction Server. Models of interaction of EC5 with lipid bilayers were generated by the Hex docking server (http://hexserver.loria.fr/) and Cluspro protein-protein docking server (Version 2.0). The rigid body docking is performed, using ZDOCK based on the fast Fourier transform correlation techniques. The scoring function of ZDOCK is based on shape complementarities, electrostatic potentials and desolvation terms. Filtering is performed using pair wise root mean square deviation clustering and empirical free energy functions. The ligand is minimized by the CHARMM algorithm in the presence of receptor. The 3D Model structures were visualized using PYMOL (version 0.99; http://www.pymol.org).
Assays described here were performed at least three independent times. Mean values ± SD (Standard Deviation) was calculated using GraphPad prism 5. A two-way ANOVA was used to determine significance. Values were considered significant when p<0.05.
Phage-display selection of peptides binding to E. coli
We used a 12-mer random phage display library to affinity select for peptides binding to the cell surface of E. coli. In order to eliminate non-specific binding phages and to select peptides that bind specifically to E. coli, we used a subtractive phage-display approach where the library was first pre-adsorbed against S. aureus ATCC 25923 to eliminate phages binding to the Gram-positive cell surface. The remaining phage library was then used to affinity select for peptides binding to whole cell surface of E. coli ATCC 700928. Six rounds of biopanning were performed and the enrichment level was determined prior to amplification by E. coli ER2738 infection. Enrichment level was monitored after each round by determining the titer of eluted phages. There was an increase in recovery rate after each round of selection indicating effective enrichment of the phage clones. After six rounds of biopanning, individual phage clones were isolated from which genomic DNA was extracted and sequenced. Five of the clones encoded the same peptide sequence RLLFRKIRRLKR, hereafter referred as EC5, and the remaining clones each encoded unique peptide sequences (Table 1). The amino acid sequences of the clones were aligned using ClustalW.
EC5 binds to E. coli and P. aeruginosa
The binding ability and specificity of EC5 peptide was assessed against a panel of bacteria using ELISA and Fluorometry using Q-dots.
ELISA-based binding analysis of EC5-Binding affinities and specificity of the synthesized peptide was analyzed by whole-cell ELISA. Peptide showed significant binding efficiency to E. coli cells (p<0.001) as seen in the Fig. 1A. Interestingly the peptide also showed binding to P. aeruginosa cells (p<0.05). However, EC5 did not bind to the Gram-positive S. aureus, S. epidermidis, B. cereus and to the Gram-negative K. pneumoniae.
A. ELISA based assay– 96 well microtiter plates were coated with six bacteria and incubated with the biotinylated peptide and the binding was detected using strepatavidin–HRP and developed using TMB substrate. (**–p<0.001, *–p<0.05). B. Fluorometry based assay– binding of EC5 to different bacteria was detected using streptavidin-conjugated Q dots. Results are presented as Mean±SD. (** – p<0.0001, *– p<0.001). Bac – Bacteria without peptide, Pep – Peptide without bacteria were used as controls.
Qdot-based fluorometry as a confirmatory assay for the binding of EC5 to E. coli-Binding of the peptide to the bacteria was detected using Qdot-nanocrystal cores conjugated to streptavidin. Analysis of the bacterial suspension binding to the peptide was performed in a micro-well plate using a fluorescence plate reader (Synergy 4™, Biotek, USA). Excitation was set to a spectral range of 360–485 nm and emission was at 605 nm. Fluorometric analysis revealed that EC5 was able to bind to E. coli as indicated by the significantly higher level of fluorometric counts (p<0.0001) (Fig. 1B). The analysis also confirmed that EC5 binds to P. aeruginosa cells.
Peptide EC5 shows features of antimicrobial peptide
The peptide EC5 exhibited some properties of antimicrobial peptides: cationic with a net positive charge (+7) and a total hydrophobic ratio of 41% (http://aps.unmc.edu/AP/prediction/prediction_main.php) (Table 1) . By using feature selection method and sequence alignment as a method for prediction of antimicrobial peptide, it was found that EC5 may exhibit antimicrobial properties (http://amp.biosino.org/) . The peptide showed no significant similarity to other sequences in the Antimicrobial Peptide Database. Secondary structure of EC5 was determined and shown to have α-helix conformation (Fig. 2) with a molecular formula of C75H139N29O13. Helical wheel presentation of the peptide was illustrated using the program: (http://rzlab.ucr.edu/scripts/wheel/wheel.cgi).
A. Edmundson helical wheel presentation of 12-mer EC5. Hydrophobic residues are represented by diamonds and positive charge as pentagons. The most hydrophobic residue is green, with the amount of green decreasing proportionally to the hydrophobicity with least hydrophobic being yellow. B. Ribbon and surface representation of EC5. Ribbon model shows α-helical peptide as the conformation. Green-most hydrophobic. Secondary structure of the peptide was determined and viewed using PYMOLv0.99.
Antimicrobial activity of EC5
As EC5 demonstrated features common to an antimicrobial peptide we tried to investigate whether EC5 could exert antimicrobial effect in vitro. Mid-logarithmic phase cultures of bacteria with an inoculum of 105 CFU/ml were incubated with peptide concentrations ranging from 0 to 50 µg/ml in a shaker incubator for 2 h. Subsequently the samples were plated on NA agar plates and CFU were determined. EC5 showed a reduction of 5 log10 CFU/ml of E. coli and P. aeruginosa at peptide concentrations of 12.5, 25 and 50 µg/ml as observed by absence of colonies on NA plates (Fig. 3). However it showed no activity against any of the other bacteria tested even at 50 µg/ml.
Different concentrations of peptide EC5 was added to log phase cultures of bacteria and their growth monitored after 2 h. Numbers indicate reduction in log10 CFU/ml.
MIC of EC5 was determined for the reference strains (Table 2). EC5 was highly active against E. coli ATCC 700928 and ATCC 25922 with a MIC of 8 µg/ml. P. aeruginosa ATCC 27853 growth was inhibited at a MIC of 8 µg/ml and P. aeruginosa ATCC 12121 with a MIC range of 16–32 µg/ml. MIC of EC5 against K. pneumoniae was shown to be at 64–128 µg/ml. Minimum Bactericidal Concentration (MBC) of EC5 tested against E. coli ATCC 700928, ATCC 25922 and P. aeruginosa ATCC 27853 was 8 µg/ml indicating that EC5 is a potent bactericidal agent. However it was not active against S. aureus, S. epidermidis, and B. cereus.
Time-kill kinetic studies of EC5 was comparable to polymyxin B and exhibited most rapid bactericidal activity against E. coli ATCC (700928; 25922) and P. aeruginosa ATCC (12121; 27853) (Fig. 4) with complete inhibition after 5 min incubation with the peptide and showed no regrowth until 24 hrs. EC5 showed bactericidal activity in a dose-dependent manner. MBC concentration of 8 µg/ml showed complete killing of E. coli while growth inhibitory concentration of 4 µg/ml showed reduction of 2–3 log10 CFU/ml at around 45 min of exposure to the peptide. Control peptide with no antimicrobial activity was used as negative control.
A. E. coli ATCC 700928, B. E. coli ATCC 25922, C. P. aeruginosa, ATCC 12121, D. P. aeruginosa ATCC 27853. The curve represents surviving cell concentrations plotted against time.
EC5 demonstrates bactericidal activity in the presence of plasma and platelets
Peptides that exhibit antimicrobial activity in conventional media may lose its activity in biological media. Hence we tested EC5 for its bactericidal activity in platelet and plasma samples spiked with the test bacteria as mentioned in materials and methods. The results illustrated in Fig. 5A suggest that EC5 was able to bring around 5 log10 CFU/ml reduction of E. coli and P. aeruginosa in plasma at 50 µg/ml. E. coli showed 4.5 and 3.5 log10 reduction at peptide concentrations of 25 and 12.5 µg/ml and P. aeruginosa showed around 4 and 3-log10 CFU/ml reduction at 25 and 12.5 µg/ml respectively. K. pneumoniae showed approximately a 2.5-log10 reduction in plasma when EC5 was at 50 µg/ml and around 1.5-log10 reduction at 25 µg/ml. However EC5 failed to cause a significant reduction of S. aureus, S. epidermidis and B. cereus even at 50 µg/ml.
A. Plasma, B. Platelets. Blood matrices were spiked with bacteria and incubated with different concentrations of EC5. Growth was monitored after 2 h by plating them onto NA plates.
EC5 at 50 and 25 µg/ml concentrations in platelets completely inhibited E. coli and showed no detectable colonies, while 12.5 µg/ml caused a reduction of 4.5 log10 CFU/ml compared to controls (Fig. 5B). The dose-dependent efficacy of EC5 against P. aeruginosa spiked in platelets was also evident with reduction of 4 log10 CFU/ml at peptide concentrations of 25 and 12.5 µg/ml. K. pneumoniae showed reduction of approximately 2.5, 1.5 and 1 log10CFU/ml at EC5 of 50, 25, 12.5 µg/ml, respectively. No significant reduction was seen with S. aureus, S. epidermidis and B. cereus even at high concentrations.
AMPs that kill bacteria may also exhibit hemolytic activity. The hemolytic activity of EC5 against chRBCs was determined as a measure of peptide toxicity toward higher eukaryotic cells , . MHC is the maximal peptide concentration that produces no hemolysis after 24 h of incubation at 37°C. EC5 showed non-hemolytic activity against chRBCs at concentrations up to 500 µg/ml (Fig. 6).
1% suspension of chicken RBCs were made with PBS. 100 µl and 50 µl of this suspension were incubated with different concentrations of the peptide in 96 well microtiter plates. Results were read visually.
AMPs have gained attention over the recent years. However issues such as cytotoxicity have limited their use. The toxicity of the peptide to MDCK cells and Vero cells was tested by PrestoBlue™ Cell Viability assay (Fig. 7). All tested concentrations of EC5 up to 500 µg/ml showed no cytotoxicity against MDCK and Vero cells.
MDCK and Vero cells were used to evaluate the toxicity of the peptide EC5 to mammalian cells.
Mechanism of action of EC5 Outer membrane depolarization
Outer membrane permeabilizing activity of EC5 against E. coli and P. aeruginosa was determined using the fluorescent dye N-phenyl-1-napthylamine (NPN) assay. The outer membrane of a bacterial cell is impermeable to NPN under normal conditions. However permeabilization of outer membrane by antimicrobial peptides allows the uptake of NPN thereby leading to increase in fluorescence in the cell. Fig. 8A shows dose-dependent increase in fluorescence in the presence of NPN in E. coli and P. aeruginosa, indicating that the peptide EC5 was able to disrupt the outer membrane of E. coli and P. aeruginosa. The outer membrane permeabilizing activity of EC5 was compared to polymyxin B, a well-studied membrane permeabilizing agent . When both E. coli and P. aeruginosa were incubated with EC5, an increase in fluorescence was observed that was higher than for polymyxin B at similar concentrations.
A. Outer-membrane permeabilization mediated by EC5 as assessed by NPN uptake. Effect of EC5 and Polymyxin B on NPN fluorescence. Value on y axis is the maximum fluorescence upon NPN uptake by the bacteria. B. EC5-induced permeability of bacterial cells studied using Syto9 and PI staining. Peptide treated cells had increased membrane permeability as seen by increase in red fluorescence whereas live or untreated cells showed increase in green fluorescence. C. Cytoplasmic membrane depolarization using the fluorescent dye diSC3-5. Corresponding values on y axis represents maximum intensity upon release of the dye mediated by EC5 plotted against time (min). D. EC5 mediated inhibition of ATP synthesis. ATP concentration was measured after the addition of EC5 and polymyxin B at various concentrations and the luminescence units measured.
Cytoplasmic membrane permeabilization assay
The membrane permeabilizing activity of EC5 was also studied using SYTO9 and PI staining method. SYTO9 stain labels both live and dead bacteria when alone, but propidium iodide stains only cells with damaged membranes, reducing the level of green fluorescent SYTO9 when both the dyes are present. Hence the live cells appear green and the membrane damaged or dead cells appear red. The ratio of green versus red fluorescence can be calculated as a measure of live bacteria. Fig. 8B shows that EC5 exhibited concentration-dependent activity against E. coli and P. aeruginosa. Polymyxin B, an AMP with a net charge of +5 with membrane permeabilizing activity was used as positive control. Comparison of PI and SYT09 fluorescence showed that polymyxin B was able to permeabilize almost all bacterial cell membranes even at the lowest concentration used. EC5 at 6.25 µg/ml and 12.5 µg/ml showed membrane permeability of E. coli and P. aeruginosa cells respectively.
Cytoplasmic depolarization assay(Δψ) was performed using the membrane potential sensitive dye 3,3′–dipropylthiadicarbocyanine iodide (diSC3 -5) . This dye can cross the outer membrane of the bacterial cell and become concentrated in the cytoplasmic membrane and thereby it self-quenches its own fluorescence. Upon addition of a membrane-permeabilizing agent the dye is released with consequent increase in the fluorescence. EC5 at 8 µg/ml and 16 µg/ml caused rapid depolarization of the cytoplasmic membrane in both E. coli and P. aeruginosa resulting in the release of diSC3-5 within 5 min (Fig. 8C). The killing was also rapid, resulting in complete inhibition of CFU within 5 min of exposure of the peptide. However Polymyxin B even at its MIC of 0.5 µg/ml caused slow release of diSC3 -5 when compared to EC5. S. aureus with EC5 showed no trace of release of diSC3 -5 even after 45 min at 64 µg/ml.
ATP inhibition by EC5
ATP inhibition as a measurement of microbial viability was measured using BacTiter-Glo™ kit (Invitrogen, USA). Intracellular ATP levels of E. coli and P. aeruginosa were examined after the addition of different concentrations of EC5 (Fig. 8D). ATP inhibition began 5 min after the addition of EC5 at lowest concentration of 3.125 µg/ml which was slightly lower than the MIC of 8 µg/ml for E.coli and P. aeruginosa. The level of ATP did not rise after the addition of EC5. These results suggest that EC5 disrupts the cytoplasmic membrane thereby resulting in reduced ATP levels, leading to cell death.
In-silico studies of EC-5 lipid interactions were performed by Cluspro 2.0 and Hex protein docking server. EC5 was docked with POPE:POPG lipid bilayer. 3D model structures were visualized using PYMOLv0.99. Docking studies showed that EC5 was adsorbed onto the surface of the lipid bilayers by adopting an orientation parallel to the lipid surface and thereby causing a disruption of the lipid headgroup packing (Fig. 9). EC5 also showed penetration into the lipid bilayers suggesting the degree of peptide interaction with POPE:POPG.
Emergence of antibiotic resistant strains due to widespread use of antibiotics and dearth of new antibiotics has resulted in looking for new antimicrobial agents with new targets and unique mechanism of action. AMPs are gaining importance due to their superior and dynamic mechanism of action compared to antibiotics . AMPs have existed for millions of years; however resistance to antimicrobial peptides has not been reported. Computer-assisted peptide design, combinatorial libraries and structure based designs are some of the methods used for designing novel AMPs . Another way to develop novel antimicrobial peptides is by using recombinant bacteriophages engineered to display short random peptide coding sequences in their genome. Combinatorial phage-display is a powerful tool for the selection of short peptides binding to any target, biological or non-biological , . Cell surface recognition is considered to be a crucial event in biological events. Finding new scaffolds that recognize cell surface can be useful in diagnostics and therapeutics . Since cell surfaces are composed of complex molecular compositions they can provide unique binding sites. One approach to identify ligands that binds to cell surfaces is by using phage-display. Phage-display has been used successfully in number of applications, including vaccine development, protein drug discovery, and to generate diagnostic and therapeutic peptides –, , , –. Several peptides with antimicrobial property have been selected by phage-display indicating that phage-display libraries play an important role in drug development , , , , –. Phage-display peptide as inhibitors against essential bacterial enzymes is another approach that scientists are using to develop novel antimicrobial peptides. A recent study used phage-display to select peptides against the enzyme I component of the E. coli phosphotransferase system (PTS) thereby inhibiting the cell growth , . This enzyme is present only in bacteria and is absent in eukaryotes thereby making it highly selective and specific. In this study we used a whole-cell phage-display approach to identify peptides binding to the cell surface of E. coli. By using this approach we observed that a specific sequence, represented by EC5 (RLLFRKIRRLKR) repeated multiple times (5 out of 10 clones). Interestingly the aligned sequences contained conserved Arginine (R) and Lysine (L) residues. These Arginine and Lysine residues have been shown to be major components of antimicrobial peptides . Majority of native antimicrobial peptides have net charge ranging from +2 to +8 and hydrophobic value ranging from 41% to 50% –. EC5 showed features common to antimicrobial peptides: net positive charge of +7 and hydrophobic value of 41%. Sequence analysis of EC5 suggested that it was a cationic α-helical peptide.
EC5 showed antimicrobial properties deemed bactericidal by structure analysis of the peptide and hence we investigated the bactericidal activity of the peptide in vitro. The best bactericidal AMP kills bacteria in vitro, including certain antibiotic-resistant pathogens, with MICs ranging from 1 to 8 µg/ml . EC5 is a narrow spectrum antibacterial agent and was most effective against gram-negative bacteria tested, with an MIC and MBC of 8 µg/ml for E. coli strain. P. aeruginosa on the other hand demonstrated an MIC of 8 µg/ml for ATCC strain 27853 and 16–32 µg/ml for P. aeruginosa ATCC 12121. The EC5 peptide showed no activity against Gram-positive strains and appeared to be more active against Gram-negative strains with a MIC of 4–128 µg/ml. Since AMPs are known to often show reduced MIC values when full MHB medium is used for testing, we also tested the MIC values of EC5 using cation-supplemented MHB. However we found no difference in the MIC values of EC5 when tested by both the methods suggesting that the presence of salts in MHB does not interfere with the activity of EC5.
While AMPs are effective in vitro, they may lose their activity in vivo, when given intravenous since human blood may have factors such as proteins or small nucleic acids that can adsorb AMPs and hinder their activity. In this study we developed an ex vivo assay using human plasma and platelets as the test medium to evaluate the extent and duration of EC5 efficacy. The EC5 peptide was incubated along with the test organisms into the medium and incubated for 2 h. In this experimental setup, EC5 exhibited potent bactericidal activity in homologous plasma and inhibited E. coli and P. aeruginosa at concentration of 50 µg/ml. However, at lower concentration it did not retain the similar effect as in conventional media. EC5 in the presence of platelets suspended in plasma showed complete inhibition of E. coli at 25 and 50 µg/ml. However at 12.5 µg/ml it showed only 4.5 log10 reduction in CFU/ml; Also, the activity of EC5 was lower against P. aeruginosa in the presence of platelets suspended in plasma compared to what is observed in conventional media. These observations suggest that some plasma factors may be interfering with, or masking the effect of EC5 at lower concentrations.
Safety analysis such as the non-hemolysis of chRBCs (even at concentration of 500 µg/ml) and non-cytotoxicity of the peptide suggests a potential for EC5 to be an effective drug candidate. Since the peptide MIC and peptide concentrations inducing hemolysis differ by more than an order of magnitude, the data indicates that EC5 therapeutic index for the treatment of bacterial infections could be favorable. Many AMPs kill bacterial cells by disrupting their membrane integrity. We investigated the interaction of peptides with membranes using membrane permeabilization assays. EC5 caused rapid increase in outer membrane permeabilization at lower concentration, below MBC, which was followed by cytoplasmic depolarization. The changes correlated well with cell killing and cytoplasmic depolarization at the same time. However, polymyxin B at 3.125 µg/ml resulted in complete inhibition of CFU within 5 min of exposure of the peptide, but only minimal release of diSC35 from the cells after 5 min of exposure. Polymyxin B causes cell death prior to cytoplasmic depolarization whereas for EC5 both the events appear to occur at the same time. Our observations suggest that EC5 may disrupt the cytoplasmic membrane, causing rapid depolarization, and inhibition of macromolecular synthesis as seen by ATP inhibition and rapid cell death. In order to confirm our hypothesis we also investigated the peptide-membrane interaction using molecular dynamic simulations. EC5 was simulated with POPE:POPG membrane bilayer model using the Hex docking server (http://hexserver.loria.fr/) and Cluspro protein-protein docking server (Version 2.0). Docking results suggested that EC5 may lie parallel to the membrane and translocate across the cytoplasmic membrane. These results suggest that EC5 penetrates bacterial-mimicking membranes as a result of electrostatic interactions which are essential for peptides to interact with membrane surface. The peptide then integrates into the cell membrane, causing depolarization and cell death . Currently Gram-negative bacteria such as E. coli and P. aeruginosa are causing concern due to the rapid spread of extremely resistant strains to traditional antibiotics.
The use of polymyxin B was abandoned previously since the antibiotic showed high toxicity, especially nephrotoxicity –. EC5 showed potent in vitro and low cytotoxicity, suggesting their use as drug template for the development of new antibacterial drugs. Since EC5 shows membrane-permeabilizing properties it can also be used in combination with conventional antibiotics to facilitate the entry of drugs into the cells. Combination therapy with antibiotics can potentially be used to broaden the antimicrobial spectrum to treat multiple-drug resistant strains. . Our future studies would include developing improved analogs of EC5 with improved antimicrobial activity against other pathogens using different approaches such as substitution of amino acids, inclusion of D-amino acids or beta-amino acids and cyclization of peptides and peptoid mimics to name a few. Drug-resistant strains of E. coli are a serious health problem and hence AMPs such as EC5 may have potential therapeutic applications. In conclusion, these studies demonstrate that peptides with antimicrobial activity can be selected from random phage libraries and may prove useful in the development of novel bactericidal agents.
SSR is a recipient of a postdoctoral fellowship at the Center for Biologics Evaluation and Research (CBER) administered by the Oak Ridge Institute for Science and Education (ORISE) through an intra -agency agreement between the U. S. Department of Energy and the U. S. Food and Drug Administration. Review of the manuscript by Drs. Salim Haddad and Xuan Chi, CBER is highly appreciated. The findings and conclusions in this report have not been formally disseminated by the Food and Drug Administration and should not be construed to represent any Agency determination or policy.
Conceived and designed the experiments: SSR KVM. Performed the experiments: SSR KVM. Supervised the study: CA. Analyzed the data: SSR KVM. Contributed reagents/materials/analysis tools: SSR KVM CA. Wrote the paper: SSR KVM CA.
- 1. Jenssen H, Hamill P, Hancock RE (2006) Peptide antimicrobial agents. Clin Microbiol Rev 19: 491–511 19/3/491 [pii];10.1128/CMR.00056-05 [doi]. doi: 10.1128/cmr.00056-05
- 2. Ganz T (2003) Defensins: antimicrobial peptides of innate immunity. Nat Rev Immunol 3: 710–720 10.1038/nri1180 [doi];nri1180 [pii]. doi: 10.1038/nri1180
- 3. Yeaman MR, Yount NY (2007) Unifying themes in host defence effector polypeptides. Nat Rev Microbiol 5: 727–740 nrmicro1744 [pii];10.1038/nrmicro1744 [doi]. doi: 10.1038/nrmicro1744
- 4. Yount NY, Yeaman MR (2004) Multidimensional signatures in antimicrobial peptides. Proc Natl Acad Sci U S A 101: 7363–7368 10.1073/pnas.0401567101 [doi];0401567101 [pii]. doi: 10.1073/pnas.0401567101
- 5. Hancock RE, Rozek A (2002) Role of membranes in the activities of antimicrobial cationic peptides. FEMS Microbiol Lett 206: 143–149 S0378109701004803 [pii]. doi: 10.1111/j.1574-6968.2002.tb11000.x
- 6. Wu M, Maier E, Benz R, Hancock RE (1999) Mechanism of interaction of different classes of cationic antimicrobial peptides with planar bilayers and with the cytoplasmic membrane of Escherichia coli. Biochemistry 38: 7235–7242 10.1021/bi9826299 [doi];bi9826299 [pii]. doi: 10.1021/bi9826299
- 7. Zhang L, Rozek A, Hancock RE (2001) Interaction of cationic antimicrobial peptides with model membranes. J Biol Chem 276: 35714–35722 10.1074/jbc.M104925200 [doi];M104925200 [pii]. doi: 10.1074/jbc.m104925200
- 8. Yeaman MR, Yount NY (2003) Mechanisms of antimicrobial peptide action and resistance. Pharmacol Rev 55: 27–55 10.1124/pr.55.1.2 [doi]. doi: 10.1124/pr.55.1.2
- 9. Falla TJ, Karunaratne DN, Hancock RE (1996) Mode of action of the antimicrobial peptide indolicidin. J Biol Chem 271: 19298–19303. doi: 10.1074/jbc.271.32.19298
- 10. Hancock RE, Falla T, Brown M (1995) Cationic bactericidal peptides. Adv Microb Physiol 37: 135–175. doi: 10.1016/s0065-2911(08)60145-9
- 11. Hadley EB, Hancock RE (2010) Strategies for the discovery and advancement of novel cationic antimicrobial peptides. Curr Top Med Chem 10: 1872–1881 BSP/CTMC/E-Pub/-0081-10-15 [pii]. doi: 10.2174/156802610793176648
- 12. Lin KC, Chen CY, Chang CW, Huang KJ, Lin SP, et al. (2012) A dodecapeptide (YQVTQSKVMSHR) exhibits antibacterial effect and induces cell aggregation in Escherichia coli. Appl Microbiol Biotechnol 94: 755–762 10.1007/s00253-011-3857-3 [doi]. doi: 10.1007/s00253-011-3857-3
- 13. Loose C, Jensen K, Rigoutsos I, Stephanopoulos G (2006) A linguistic model for the rational design of antimicrobial peptides. Nature 443: 867–869 nature05233 [pii];10.1038/nature05233 [doi]. doi: 10.1038/nature05233
- 14. Mukhija S, Erni B (1997) Phage display selection of peptides against enzyme I of the phosphoenolpyruvate-sugar phosphotransferase system (PTS). Mol Microbiol 25: 1159–1166. doi: 10.1046/j.1365-2958.1997.5501910.x
- 15. Rathinakumar R, Walkenhorst WF, Wimley WC (2009) Broad-spectrum antimicrobial peptides by rational combinatorial design and high-throughput screening: the importance of interfacial activity. J Am Chem Soc 131: 7609–7617 10.1021/ja8093247 [doi]. doi: 10.1021/ja8093247
- 16. Rathinakumar R, Wimley WC (2010) High-throughput discovery of broad-spectrum peptide antibiotics. FASEB J 24: 3232–3238 fj.10-157040 [pii];10.1096/fj.10-157040 [doi]. doi: 10.1096/fj.10-157040
- 17. Wang G, Li X, Wang Z (2009) APD2: the updated antimicrobial peptide database and its application in peptide design. Nucleic Acids Res 37: D933–D937 gkn823 [pii];10.1093/nar/gkn823 [doi]. doi: 10.1093/nar/gkn823
- 18. Devlin JJ, Panganiban LC, Devlin PE (1990) Random peptide libraries: a source of specific protein binding molecules. Science 249: 404–406. doi: 10.1126/science.2143033
- 19. Fang ZD, Laskey JG, Huang S, Bilyeu KD, Morris RO, et al. (2006) Combinatorially selected defense peptides protect plant roots from pathogen infection. Proc Natl Acad Sci U S A 103: 18444–18449 0605542103 [pii];10.1073/pnas.0605542103 [doi]. doi: 10.1073/pnas.0605542103
- 20. Kay BK, Kasanov J, Yamabhai M (2001) Screening phage-displayed combinatorial peptide libraries. Methods 24: 240–246 10.1006/meth.2001.1185 [doi];S1046-2023(01)91185-5 [pii]. doi: 10.1006/meth.2001.1185
- 21. Kay BK, Castagnoli L (2003) Mapping protein-protein interactions with phage-displayed combinatorial peptide libraries. Curr Protoc Cell Biol Chapter 17: Unit 10.1002/0471143030.cb1704s17 [doi]. doi: 10.1002/0471143030.cb1704s17
- 22. Pini A, Giuliani A, Falciani C, Runci Y, Ricci C, et al. (2005) Antimicrobial activity of novel dendrimeric peptides obtained by phage display selection and rational modification. Antimicrob Agents Chemother 49: 2665–2672 49/7/2665 [pii];10.1128/AAC.49.7.2665-2672.2005 [doi]. doi: 10.1128/aac.49.7.2665-2672.2005
- 23. Sainath RS, Mohan KV, Nguyen N, Abraham B, Abdouleva G, et al. (2010) Peptides panned from a phage-displayed random peptide library are useful for the detection of Bacillus anthracis surrogates B. cereus 4342 and B. anthracis Sterne. Biochem Biophys Res Commun 395: 93–98 S0006-291X(10)00620-0 [pii];10.1016/j.bbrc.2010.03.145 [doi]. doi: 10.1016/j.bbrc.2010.03.145
- 24. Higgins DG, Thompson JD, Gibson TJ (1996) Using CLUSTAL for multiple sequence alignments. Methods Enzymol 266: 383–402. doi: 10.1016/s0076-6879(96)66024-8
- 25. Thompson JD, Higgins DG, Gibson TJ (1994) CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. Nucleic Acids Res 22: 4673–4680. doi: 10.1093/nar/22.22.4673
- 26. Sainathrao S, Mohan KV, Atreya C (2009) Gamma-phage lysin PlyG sequence-based synthetic peptides coupled with Qdot-nanocrystals are useful for developing detection methods for Bacillus anthracis by using its surrogates, B. anthracis-Sterne and B. cereus-4342. BMC Biotechnol 9: 67 1472-6750-9-67 [pii];10.1186/1472-6750-9-67 [doi]. doi: 10.1186/1472-6750-9-67
- 27. Chen CC, Hwang JK, Yang JM (2009) (PS)2-v2: template-based protein structure prediction server. BMC Bioinformatics 10: 366 1471-2105-10-366 [pii];10.1186/1471-2105-10-366 [doi]. doi: 10.1186/1471-2105-10-366
- 28. Azad MA, Huttunen-Hennelly HE, Ross FC (2011) Bioactivity and the first transmission electron microscopy immunogold studies of short de novo-designed antimicrobial peptides. Antimicrob Agents Chemother 55: 2137–2145 AAC.01148-10 [pii];10.1128/AAC.01148-10 [doi]. doi: 10.1128/aac.01148-10
- 29. Mohan KV, Rao SS, Atreya CD (2010) Evaluation of antimicrobial peptides as novel bactericidal agents for room temperature-stored platelets. Transfusion 50: 166–173 TRF2376 [pii];10.1111/j.1537-2995.2009.02376.x [doi]. doi: 10.1111/j.1537-2995.2009.02376.x
- 30. Pathak S, Chauhan VS (2011) Rationale-based, de novo design of dehydrophenylalanine-containing antibiotic peptides and systematic modification in sequence for enhanced potency. Antimicrob Agents Chemother 55: 2178–2188 AAC.01493-10 [pii];10.1128/AAC.01493-10 [doi]. doi: 10.1128/aac.01493-10
- 31. Loh B, Grant C, Hancock RE (1984) Use of the fluorescent probe 1-N-phenylnaphthylamine to study the interactions of aminoglycoside antibiotics with the outer membrane of Pseudomonas aeruginosa. Antimicrob Agents Chemother 26: 546–551. doi: 10.1128/aac.26.4.546
- 32. Sims PJ, Waggoner AS, Wang CH, Hoffman JF (1974) Studies on the mechanism by which cyanine dyes measure membrane potential in red blood cells and phosphatidylcholine vesicles. Biochemistry 13: 3315–3330. doi: 10.1021/bi00713a022
- 33. Comeau SR, Gatchell DW, Vajda S, Camacho CJ (2004) ClusPro: a fully automated algorithm for protein-protein docking. Nucleic Acids Res 32: W96–W99 10.1093/nar/gkh354 [doi];32/suppl_2/W96 [pii]. doi: 10.1093/nar/gkh354
- 34. Macindoe G, Mavridis L, Venkatraman V, Devignes MD, Ritchie DW (2010) HexServer: an FFT-based protein docking server powered by graphics processors. Nucleic Acids Res 38: W445–W449 gkq311 [pii];10.1093/nar/gkq311 [doi]. doi: 10.1093/nar/gkq311
- 35. Yount NY, Cohen SE, Kupferwasser D, Waring AJ, Ruchala P, et al. (2011) Context mediates antimicrobial efficacy of kinocidin congener peptide RP-1. PLoS One 6: e26727 10.1371/journal.pone.0026727 [doi];PONE-D-11-07188 [pii]. doi: 10.1371/journal.pone.0026727
- 36. Wang P, Hu L, Liu G, Jiang N, Chen X, et al. (2011) Prediction of antimicrobial peptides based on sequence alignment and feature selection methods. PLoS One 6: e18476 10.1371/journal.pone.0018476 [doi]. doi: 10.1371/journal.pone.0018476
- 37. Avrahami D, Shai Y (2002) Conjugation of a magainin analogue with lipophilic acids controls hydrophobicity, solution assembly, and cell selectivity. Biochemistry 41: 2254–2263 bi011549t [pii]. doi: 10.1021/bi011549t
- 38. Tachi T, Epand RF, Epand RM, Matsuzaki K (2002) Position-dependent hydrophobicity of the antimicrobial magainin peptide affects the mode of peptide-lipid interactions and selective toxicity. Biochemistry 41: 10723–10731 bi0256983 [pii]. doi: 10.1021/bi0256983
- 39. Daugelavicius R, Bakiene E, Bamford DH (2000) Stages of polymyxin B interaction with the Escherichia coli cell envelope. Antimicrob Agents Chemother 44: 2969–2978. doi: 10.1128/aac.44.11.2969-2978.2000
- 40. Hancock RE (1997) Peptide antibiotics. Lancet 349: 418–422 S0140-6736(97)80051-7 [pii];10.1016/S0140-6736(97)80051-7 [doi]. doi: 10.1016/s0140-6736(97)80051-7
- 41. Fjell CD, Hiss JA, Hancock RE, Schneider G (2012) Designing antimicrobial peptides: form follows function. Nat Rev Drug Discov 11: 37–51 nrd3591 [pii];10.1038/nrd3591 [doi]. doi: 10.1038/nrd3653
- 42. Adey NB, Mataragnon AH, Rider JE, Carter JM, Kay BK (1995) Characterization of phage that bind plastic from phage-displayed random peptide libraries. Gene 156: 27–31 037811199500058E [pii]. doi: 10.1016/0378-1119(95)00058-e
- 43. Sergeeva A, Kolonin MG, Molldrem JJ, Pasqualini R, Arap W (2006) Display technologies: application for the discovery of drug and gene delivery agents. Adv Drug Deliv Rev 58: 1622–1654 S0169-409X(06)00182-7 [pii];10.1016/j.addr.2006.09.018 [doi]. doi: 10.1016/j.addr.2006.09.018
- 44. Rao SS, Mohan KV, Gao Y, Atreya CD (2012) Identification and evaluation of a novel peptide binding to the cell surface of Staphylococcus aureus. Microbiol Res S0944-5013(12)00090-0 [pii];10.1016/j.micres.2012.07.004 [doi]. doi: 10.1016/j.micres.2012.07.004
- 45. Bishop-Hurley SL, Mounter SA, Laskey J, Morris RO, Elder J, et al. (2002) Phage-displayed peptides as developmental agonists for Phytophthora capsici zoospores. Appl Environ Microbiol 68: 3315–3320. doi: 10.1128/aem.68.7.3315-3320.2002
- 46. Bishop-Hurley SL, Schmidt FJ, Erwin AL, Smith AL (2005) Peptides selected for binding to a virulent strain of Haemophilus influenzae by phage display are bactericidal. Antimicrob Agents Chemother 49: 2972–2978 49/7/2972 [pii];10.1128/AAC.49.7.2972-2978.2005 [doi]. doi: 10.1128/aac.49.7.2972-2978.2005
- 47. Bishop-Hurley SL, Rea PJ, McSweeney CS (2010) Phage-displayed peptides selected for binding to Campylobacter jejuni are antimicrobial. Protein Eng Des Sel 23: 751–757 gzq050 [pii];10.1093/protein/gzq050 [doi]. doi: 10.1093/protein/gzq050
- 48. Knurr J, Benedek O, Heslop J, Vinson RB, Boydston JA, et al. (2003) Peptide ligands that bind selectively to spores of Bacillus subtilis and closely related species. Appl Environ Microbiol 69: 6841–6847. doi: 10.1128/aem.69.11.6841-6847.2003
- 49. Chen PW, Shyu CL, Mao FC (2003) Antibacterial activity of short hydrophobic and basic-rich peptides. Am J Vet Res 64: 1088–1092. doi: 10.2460/ajvr.2003.64.1088
- 50. Jiang Z, Kullberg BJ, van der Lee H, Vasil AI, Hale JD, et al. (2008) Effects of hydrophobicity on the antifungal activity of alpha-helical antimicrobial peptides. Chem Biol Drug Des 72: 483–495 JPP728 [pii];10.1111/j.1747-0285.2008.00728.x [doi]. doi: 10.1111/j.1747-0285.2008.00728.x
- 51. Jiang Z, Vasil AI, Hale JD, Hancock RE, Vasil ML, et al. (2008) Effects of net charge and the number of positively charged residues on the biological activity of amphipathic alpha-helical cationic antimicrobial peptides. Biopolymers 90: 369–383 10.1002/bip.20911 [doi]. doi: 10.1002/bip.20911
- 52. Jiang Z, Vasil AI, Hale J, Hancock RE, Vasil ML, et al. (2009) Effects of net charge and the number of positively charged residues on the biological activity of amphipathic alpha-helical cationic antimicrobial peptides. Adv Exp Med Biol 611: 561–562. doi: 10.1007/978-0-387-73657-0_246
- 53. Shepherd CM, Schaus KA, Vogel HJ, Juffer AH (2001) Molecular dynamics study of peptide-bilayer adsorption. Biophys J 80: 579–596 S0006-3495(01)76039-0 [pii];10.1016/S0006-3495(01)76039-0 [doi]. doi: 10.1016/s0006-3495(01)76039-0
- 54. Falagas ME, Kasiakou SK (2005) Colistin: the revival of polymyxins for the management of multidrug-resistant gram-negative bacterial infections. Clin Infect Dis 40: 1333–1341 CID35354 [pii];10.1086/429323 [doi]. doi: 10.1086/429323
- 55. Vaara M, Fox J, Loidl G, Siikanen O, Apajalahti J, et al. (2008) Novel polymyxin derivatives carrying only three positive charges are effective antibacterial agents. Antimicrob Agents Chemother 52: 3229–3236 10.1128/AAC.00405-08 [doi];AAC.00405-08 [pii]. doi: 10.1128/aac.00405-08
- 56. Velkov T, Thompson PE, Nation RL, Li J (2010) Structure–activity relationships of polymyxin antibiotics. J Med Chem 53: 1898–1916 10.1021/jm900999h [doi]. doi: 10.1021/jm900999h
- 57. Rishi P, Preet S, Bharrhan S, Verma I (2011) In vitro and in vivo synergistic effects of cryptdin 2 and ampicillin against Salmonella. Antimicrob Agents Chemother 55: 4176–4182 AAC.00273-11 [pii];10.1128/AAC.00273-11 [doi]. doi: 10.1128/aac.00273-11