Philip M Ferguson1, Maria Clarke1, Giorgia Manzo1, Charlotte K Hind2, Melanie Clifford2, J Mark Sutton1,2, Christian D Lorenz3, David A Phoenix4, A James Mason1. 1. Institute of Pharmaceutical Science, School of Cancer & Pharmaceutical Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, United Kingdom. 2. Technology Development Group, UKHSA, Salisbury SP4 0JG, United Kingdom. 3. Department of Physics, King's College London, London WC2R 2LS, United Kingdom. 4. School of Applied Science, London South Bank University, 103 Borough Road, London SE1 0AA, United Kingdom.
Abstract
The pharmacodynamic profile of antimicrobial peptides (AMPs) and their in vivo synergy are two factors that are thought to restrict resistance evolution and ensure their conservation. The frog Rana temporaria secretes a family of closely related AMPs, temporins A-L, as an effective chemical dermal defense. The antibacterial potency of temporin L has been shown to increase synergistically in combination with both temporins B and A, but this is modest. Here we show that the less potent temporin B enhances the cooperativity of the in vitro antibacterial activity of the more potent temporin L against EMRSA-15 and that this may be associated with an altered interaction with the bacterial plasma membrane, a feature critical for the antibacterial activity of most AMPs. Addition of buforin II, a histone H2A fragment, can further increase the cooperativity. Molecular dynamics simulations indicate temporins B and L readily form hetero-oligomers in models of Gram-positive bacterial plasma membranes. Patch-clamp studies show transmembrane ion conductance is triggered with lower amounts of both peptides and more quickly when used in combination, but conductance is of a lower amplitude and pores are smaller. Temporin B may therefore act by forming temporin L/B hetero-oligomers that are more effective than temporin L homo-oligomers at bacterial killing and/or by reducing the probability of the latter forming until a threshold concentration is reached. Exploration of the mechanism of synergy between AMPs isolated from the same organism may therefore yield antibiotic combinations with advantageous pharmacodynamic properties.
The pharmacodynamic profile of antimicrobial peptides (AMPs) and their in vivo synergy are two factors that are thought to restrict resistance evolution and ensure their conservation. The frog Rana temporaria secretes a family of closely related AMPs, temporins A-L, as an effective chemical dermal defense. The antibacterial potency of temporin L has been shown to increase synergistically in combination with both temporins B and A, but this is modest. Here we show that the less potent temporin B enhances the cooperativity of the in vitro antibacterial activity of the more potent temporin L against EMRSA-15 and that this may be associated with an altered interaction with the bacterial plasma membrane, a feature critical for the antibacterial activity of most AMPs. Addition of buforin II, a histone H2A fragment, can further increase the cooperativity. Molecular dynamics simulations indicate temporins B and L readily form hetero-oligomers in models of Gram-positive bacterial plasma membranes. Patch-clamp studies show transmembrane ion conductance is triggered with lower amounts of both peptides and more quickly when used in combination, but conductance is of a lower amplitude and pores are smaller. Temporin B may therefore act by forming temporin L/B hetero-oligomers that are more effective than temporin L homo-oligomers at bacterial killing and/or by reducing the probability of the latter forming until a threshold concentration is reached. Exploration of the mechanism of synergy between AMPs isolated from the same organism may therefore yield antibiotic combinations with advantageous pharmacodynamic properties.
Host defense
peptides (HDPs)
are multifunctional molecules that are key components of the innate
immune system and are found in all classes of life. There is interest
in developing HDPs for therapeutic use as part of the response to
the global increase in antimicrobial resistance, with some peptides
able to combat infections by influencing the host immune response
and antimicrobial peptides (AMPs) possessing highly potent bactericidal
activity.[1] Because of this and because,
unlike clinically relevant antibiotics, HDPs and AMPs are produced
by metazoans to counter infections, there is also interest in understanding
how they have remained effective throughout evolutionary history.[2]In laboratory conditions, serial passage
of, e.g., Staphylococcus
aureus in the presence of AMPs leads to reduced susceptibility
to both clinically prescribed antibiotics and human HDPs, and this
can be achieved with no detectable impact on fitness.[3] An alternative perspective however is provided by work
that has shown that, while adaptation to AMPs is indeed readily achievable,
the resulting resistance levels are generally far lower than obtained
with antibiotics under the same conditions.[4] The modifications that arise as a result of bacterial adaptation
to AMPs include changes in membrane surface charge, potential, permeability
and fluidity, and the production of outer membrane vesicles, and these
may lead to altered susceptibility to HDPs, a reduction in host colonization,
and increased stimulation of host macrophages.[2] It remains possible therefore that, as has been shown for mcr-1,[5] the trade-offs required
between fitness and resistance are such that the resistance that is
achievable against AMPs has a ceiling below that observed for antibiotics,
in particular in an in vivo setting.It is
further suggested that the pharmacodynamics of AMPs reduces
the probability of resistance emerging.[6] Antimicrobial agents that have a more cooperative, dose dependent
activity, as characterized by a steeper slope in a dose–response
curve, benefit from a narrow mutant selection window which results
from a smaller concentration range where efficacy is incomplete. AMPs
have, in general, a more cooperative dose–response than antibiotics
and hence a smaller window in which a selective pressure will be exerted.[7] The chemical composition of the infection setting
may play an important role in limiting the ability of pathogenic bacteria
to adapt to the innate immune response by ensuring that multiple AMPs,
with differing mechanisms of action, are available. Cross-resistance
between AMPs with differing mechanisms of action has been shown to
be low,[8] while combining AMPs with differing
mechanisms of action, from different organisms, has been shown to
further enhance the cooperativity of the dose–response[7] and hence the pharmacodynamic properties of combinations
of AMPs may further limit the risk of resistance emerging. The extent
to which combinations of AMPs from the same organism act in synergy
and how they might interact to produce a more cooperative dose–response
is however yet to be fully explored.The temporins comprise
a very well-studied family of AMPs that
now number more than 130 peptides[9] and
whose members have been extensively evaluated and engineered to gain
superior antibacterial activity.[10] Temporin
L is a broad-spectrum AMP, with potent bactericidal activity, identified,
along with nine further temporins, in the European red frog Rana temporaria.[11] Synergy against
Gram-negative species has been described between temporin L and each
of temporin A and temporin B which, individually, have only weak activity.[12] Temporin L was shown to disrupt homo-oligomerization
of both temporin A and temporin B, behavior that would enhance their
translocation across the outer membrane and access the bacterial plasma
membrane, the presumed site of their membrane disruptive activity.[12] Temporins A and L differ substantially in their
molecular mechanisms of action,[13] and our
previous work has identified fundamental differences in how temporins
B and L insert into, and induce ion conductance in, models of the
bacterial plasma membrane.[14,15] Here we use two time-resolved
biophysical methods, molecular dynamics (MD) simulations and patch-clamp,
to examine how a combination of temporin B and temporin L inserts
into and disrupts models of the Gram-positive plasma membrane. We
use this understanding to explain how the less potent temporin B can
influence the cooperativity of the dose dependent bactericidal activity
of temporin L against methicillin resistant S. aureus, which is in-turn compared with that of existing, clinically relevant
antibiotics. Together, this provides a mechanistic perspective of
how AMPs from the same organism may combine to enhance the pharmacodynamic
profile and consequently reduce the risk of resistance to the innate
immune response emerging.
Experimental Procedures
Peptides and Lipids
Temporin L, temporin B, buforin
II, and pleurocidin were purchased from Cambridge Research Biochemicals
(Cleveland, U.K.) as desalted grade (crude) and were further purified
using water/acetonitrile gradients using a Waters SymmetryPrep C8,
7 μm, 19 mm × 300 mm column. All peptides were amidated
at the C-terminus. The lipid 1,2-diphytanoyl-sn-glycero-3-phospho-(1′-rac-glycerol) (DPhPG) was purchased from Avanti Polar Lipids,
Inc. (Alabaster, AL) and used without any purification. All other
reagents were used as analytical grade or better.
Antibacterial
Activity Assay
The antibacterial activity
of the peptides was assessed through a modified 2-fold broth microdilution
assay with modal MICs generated from at least three biological replicate
experiments.[14−16] The method broadly followed EUCAST methodology, with
noncation adjusted Mueller Hinton replacing cation-adjusted Mueller
Hinton. Peptides and antibiotics were diluted in a 2-fold dilution
in media down a sterile, polypropylene 96 well plate (Greiner Bio-One
GmbH, Frickenhausen, Germany). Bacteria were then added, back-diluted
from an overnight culture, at a starting concentration of 5 ×
105 CFU/mL. Plates were incubated, static at 37 °C,
for 20 h, and the OD600 was determined using a Clariostar
plate reader (BMG Labtech). The MIC was defined as the lowest concentration
where growth was <0.1 above the background absorbance. For temporin
B/temporin L synergy screening experiments, MICs were performed as
above, but with molar ratios of the two AMPs, i.e., 1:1, 3:1, and
1:3 for temporin L/temporin B. To test for synergy between temporin
L, temporin B, and their combination with buforin II, checkerboard
assays were conducted under the same conditions as the MICs but in
Luria–Bertani (LB). Doubling dilutions of the two components,
first temporin L vs temporin B and subsequently temporin B/temporin
L vs buforin II, were performed on two 96-well plates, one horizontally
and one vertically. These were combined and bacteria were added as
for the MIC. FIC is calculated as (MIC of compound A in combination
with B/MIC of compound A alone) + (MIC of compound B in combination
with A/MIC of compound B alone). MICs were determined on the same
plates as the FICs to increase reproducibility. FIC values ≤0.5
would be considered strongly synergistic and, consistent with a recent
re-evaluation of FIC which stresses the importance of also measuring
the MIC in the same microarray plate, values of 0.5 to < 1 were
weakly synergistic.[17] EMRSA-15 (NCTC 13616)
and all other strains have been sequenced to allow linkage of resistance
phenotypes to known genetic traits.
In Vitro Pharmacodynamic Assay
In vitro pharmacodynamic
assays were performed with epidemic
methicillin resistant S. aureus 15 (EMRSA-15) (NCTC
13616) cultured in Mueller Hinton Broth (MHB). Cation adjusted MHB
(CA-MHB) was used when testing daptomycin due to its requirement for
Ca2+ ions for activity. Bacteria were cultured overnight
in 10 mL of MHB or CA-MHB at 37 °C and diluted just prior to
plate inoculation to an OD600 of 0.002. Stock solutions
of temporin B, temporin L, pleurocidin, tobramycin, or gentamicin
were prepared in sterile Milli-Q water at a concentration of 200×
MIC. Daptomycin was prepared in methanol at a concentration of 2000×
MIC and diluted with media to 200× MIC in the first well. A dilution
series was made in the top row of a polypropylene 96-well plate from
200× MIC to 0.2× MIC in a volume of 100 μL, to which
100 μL of the bacterial suspension was added to have a total
of 1 × 106 log-phase colony forming units (CFU) in
200 μL. The first t = 0 sample was taken <30
s after addition of bacteria to the plate with further samples taken
at appropriate intervals thereafter. Peptide challenged bacteria were
sampled every 20 min for 120 min due to rapid killing while tobramycin,
gentamicin, and daptomycin challenged bacteria were sampled every
hour for 6 h. A volume of 15 μL was removed from each well and
diluted 1:1000 in phosphate buffered saline and plated onto MH agar
or CA-MH agar plates. The plates were incubated at 37 °C overnight
for CFU counting. CFU data were log10 transformed, and
the bacterial net growth rate was determined from the increase or
decrease in CFU during the time of exposure to the peptides or antibiotics
as the coefficient of a linear regression of log10 CFU
as a function of time. The intercept of the regression was fixed by
forcing the regression lines through the first CFU measurement (0
min) at a given antimicrobial concentration. The pharmacodynamic function
according to Regoes et al.[18] describes
the relationship between bacterial net growth rate ψ and the
concentration of an antimicrobial (a):Fitting this function to the net bacterial
growth rates in OriginPro 2020 (OriginLab Corporation, Northampton,
MA) generates parameters ψmin and ψmax, respectively, the minimum and maximum growth rate, zMIC, the pharmacodynamic
minimum inhibitory concentration, and κ, a measure of the cooperativity.
Average parameters obtained from fits of three or more independently
repeated experiments were compared by one-way ANOVA with a Tukey posthoc
test. Since the CFU data is log10 transformed, the net
growth rates, are thereafter reported to three significant figures
Molecular Dynamics Simulations
Peptide starting structures
were copies of the same conformer obtained from previous NMR calculations
of peptide prepared in SDS micelles.[14,15] Structural
coordinates in the Protein Data Bank (www.rcsb.org) are accessed using codes 6GS5 and 6GIL for temporin L and
temporin B, respectively. Simulations were carried out on either the
ARCHER Cray XC30 supercomputer or Dell Precision quad core T3400 or
T3500 workstations equipped with a 1 kW power supply (PSU) and two
NVIDA PNY GeForce GTX570 or GTX580 graphics cards using Gromacs.[19] The CHARMM36 all-atom force field was used in
all simulations.[20,21] The initial bilayer configuration
was built using CHARMM-GUI.[22] All membranes
in this project contained a total of 512 lipids, composed of 1-palmitoyl-2-oleoyl-sn-glycero-3-phospho-(1′-rac-glycerol)
(POPG) to reflect the lipid charge ratios of the plasma membrane of
Gram-positive bacteria.[23,24] Eight peptides were
inserted at least 30 Å above the lipid bilayer in a random position
and orientation at least 20 Å apart. The system was solvated
with TIP3P water, and Na+ ions were added to neutralize
the total charge of the simulated system. Energy minimization was
carried out using the steepest descent algorithm until the maximum
force was less than 1000.0 kJ/mL/nm (∼3000–4000 steps).
Equilibration was carried out using the NVT ensemble for 100 ps and
then a semi-isotropic NPT ensemble for 1000 ps with position restraints
on the peptides. Hydrogen-containing bond angles were constrained
with the LINCS algorithm. The production simulations were run using
a semi-isotropic NPT ensemble using 2 fs timesteps, with trajectories
recorded every 2 ps. All simulations were performed at a temperature
of 310 K, which was controlled with a Nose–Hoover thermostat,
and at a pressure of 1 bar, which was controlled with a Parrinello–Rahman
barostat. All production simulations were run for a total of 200 ns
and duplicated, with peptides inserted at different positions and
orientations, giving a total of approximately 1.2 μs of simulation.
To investigate the aggregation of the AMPs, we have identified peptides
that have come within 6 Å of each other at any given time step
to be clustered. The connected components algorithm of NetworkX was
used to find connectivity using graph theory. To quantify the conformation
of the peptides, we measure torsion angles which are circular quantities,
and the circular mean of psi or phi angles may be calculated as follows:Similarly,
the associated circular
variance for psi or phi angles is calculated as follows:with R being given
by
Electrophysiology Experiments (Patch-Clamp)
Giant unilamellar
vesicles (GUVs) composed of DPhPG were prepared in the presence of
1 M sorbitol by the electroformation method in an indium–tin
oxide (ITO) coated glass chamber connected to the Nanion Vesicle Prep
Pro setup (Nanion Technologies GmbH, Munich, Germany) using a 3-V
peak-to-peak AC voltage at a frequency of 5 Hz for 140 min at 37 °C.[25−27] Bilayers were formed by adding the GUVs solution to a buffer containing
250 mM KCl, 50 mM MgCl2, and 10 mM Hepes (pH 7.00) onto
an aperture in a borosilicate chip (Port-a-Patch; Nanion Technologies)
and applying 70–90 mbar negative pressure resulting in a solvent-free
membrane with a resistance in the GΩ range. Diphytanoyl chains
are used here for practical reasons since, unlike lipids with mixed
palmitoyl-oleoyl chains such as POPG, these lipids do not undergo
the main, temperature dependent transition from disordered fluid into
the all trans configuration and remain in the same phase between −120
°C and +120 °C,[28] while crucially,
the membranes composed of these lipids are mechanically stable and
have high specific resistance,[29] essential
for electrophysiology experiments. After formation, a small amount
of peptide stock solution (in water) was added to 50 μL of buffer
solution in order to obtain its active concentration. All the experiments
were carried on with a positive holding potential of 50 mV. The active
concentration, the concentration at which the peptide first showed
membrane activity, for each peptide was obtained through a titration
performed in the same conditions. For all the experiments, a minimum
of six concordant repeats were done. Current traces were recorded
at a sampling rate of 50 kHz using an EPC-10 amplifier from HEKA Elektronik
(Lambrecht, Germany). The system was computer controlled by the PatchControl
software (Nanion) and GePulse (Michael Pusch, Genoa, Italy, http://www.ge.cnr.it/ICB/conti_moran_pusch/programs-pusch/software-mik.htm). The data were filtered using the built-in Bessel filter of the
EPC-10 at a cutoff frequency of 10 kHz. The experiments were performed
at room temperature. Data analysis was performed with the pClamp 10
software package (Axon Instruments). Estimation of pore radii was
performed as previously.[30]
Results
Temporin
B Does Not Substantially Increase the Antibacterial
Potency of Temporin L
FICs for the combination of temporin
B and temporin L have been shown previously to be in the range of
0.55–0.75 for four Gram-positive strains and from 0.41 to 0.50
for four Gram-negative strains with a conservative value of ≤0.50
considered to represent synergy due to the inherent uncertainty in
broth-microdilution assays.[12] More recently,
some researchers have suggested that values in the range 0.50–0.99
can also represent synergy, albeit modestly so, if care is taken to
obtain MICs and FICs from the same plate.[17] Values between 1.00 and 1.99 represent no interaction. In our previous
studies, temporin L was shown to be more potent than temporin B against
all strains included in both the Gram-positive and Gram-negative bacteria
panels and Candida albicans (Table ).[14,15] Here, to facilitate
a rapid and efficient screen of synergy in the whole panel, rather
than employing checkerboard assays, three fixed ratios of temporin
L and temporin B are tested to generate a range of FIC for three different
stoichiometries (Table ). In general, no evidence of strong synergy is found, with only
small reductions of the amount of temporin L needed to inhibit bacterial
growth when used in combination with temporin B. In some cases, a
reduction in the amount of temporin L required is obtained with the
addition of a small amount of temporin B and, considering its low
potency when used alone, this produced FICs below 1.00. Overall, however,
the present and previous studies agree that, at best, only modest
synergistic improvements in potency are obtained by combining temporins
L and B.
Table 1
Antimicrobial Activitya
1:1TB/TL
3:1TB/TL
1:3TB/TL
isolate
temporin Bb
temporin Lb
TB
TL
TB
TL
TB
TL
FIC range
Gram-negative
K. pneumoniae NCTC 13368
128
16
16
16
24–48
8–16
4
12
0.78125–1.125
K. pneumoniae M6
128
16
8
8
24
8
4
12
0.5625–0.78125
A. baumanii AYE
32
4
4
4
6–12
2–4
1
3
0.78125–1.375
A. baumanii ATCC 17978
64
4
4
4
12
4
1–2
3–6
0.765625–1.1875
P. aeruginosa PAO1
>128
16
16
16
48
16
8
24
≤1.125–≤ 1.5625
P. aeruginosa NCTC 13437
128
32–64
32
32
96
32
16
48
0.75–1.625
E. coli NCTC 12923
64
4
4
4
12
4
2
6
1.0625–1.53125
Gram-positive
MS S. aureus ATCC 9144
16
2
2
2
6
2
1
3
1.125–1.5625
EMR S. aureus-15
16
4
2
2
6
2
1–2
3–6
0.625–1.625
EMR S. aureus NCTC 13277
32
4
4
4
6–12
2–4
1
3
0.78125–1.375
VS E. faecalis NCTC 775
64
4–8
4–8
4–8
12–24
4–8
2
6
0.78125–1.375
VR E. faecalis NCTC 12201
64
8
8
8
24
8
2–4
6–12
0.78125–1.5625
yeast
C. albicans NCPF 3179
32
8
8
8
12–24
4–8
2
6
0.8125–1.375
Data obtained from broth-microdilution
assay in MHB. MS, methicillin sensitive; EMR, epidemic methicillin
resistant; VS, vancomycin sensitive; VR, vancomycin resistant. MICs
are reported in μg/mL.
Data previously reported for temporin
B[14] and temporin L.[15] The MICs for temporin B and temporin L are given when used
alone or in three combinations with differing stoichiometric ratios.
The FIC range is the range of FICs obtained across the three differing
stoichiometric ratios.
Data obtained from broth-microdilution
assay in MHB. MS, methicillin sensitive; EMR, epidemic methicillin
resistant; VS, vancomycin sensitive; VR, vancomycin resistant. MICs
are reported in μg/mL.Data previously reported for temporin
B[14] and temporin L.[15] The MICs for temporin B and temporin L are given when used
alone or in three combinations with differing stoichiometric ratios.
The FIC range is the range of FICs obtained across the three differing
stoichiometric ratios.
Temporin
B Enhances the In Vitro Pharmacodynamic
Profile of Temporin L When Killing EMRSA-15
Of the panel
strains where modest synergy is observed, EMRSA-15 is the most susceptible
to both temporin L and temporin B. Here we determine the concentration
dependent reduction in viable bacteria when log phase EMRSA-15 is
challenged (Figure ) and present a comparison of the pharmacodynamic parameters obtained
from challenges with AMPs, temporin L, a combination of temporin B
and temporin L or, for comparison pleurocidin,[31] and existing clinically relevant antibiotics (Table ). The bacteria were
not challenged with temporin B alone since this AMP lacks potency
and the synergy screen data (Table ) indicate that, where modest synergy in potency is
observed, the activity is largely attributed to temporin L, which
is never present at less than 1/2 its MIC. While a variety of antibiotics
are used to treat Staphylococcus aureus infections,
many strains are now multidrug resistant, only some antibiotics are
bactericidal, and some may be restricted according to infection setting.
EMRSA-15 is resistant to beta-lactams, second generation fluoroquinolones
such as ciprofloxacin, and third generation cephalosporins such as
ceftazidime. It is sensitive to aminoglycosides including tobramycin
and gentamicin, glycopeptides such as telavancin and vancomycin and
daptomycin. All these may be bactericidal, but vancomycin has been
found to have only bacteriostatic activity against some MRSA[32,33] while use of daptomycin is more limited, e.g., since its inhibition
by pulmonary surfactant ensured it failed to meet noninferiority criteria
in clinical trials for community-acquired pneumonia.
Figure 1
Pharmacodynamic response
of EMRSA-15 to the antibiotic challenge
in MHB. EMRSA-15 was challenged with increasing concentrations of
temporin L (TL), a 1:1 mol/mol ratio combination of temporin B and
temporin L (TB/TL) or clinically relevant antibiotics. Curves shown
are fits of averages of three independent repeated experiments (A).
The cooperativity (kappa), pharmacodynamic MIC (zMIC), and maximum
(ψmax) and minimum (ψmin) growth
rates are provided in Table , while one-way ANOVA with Tukey posthoc test multiple comparisons
for kappa, highlighting the differences in cooperativity between the
AMPs and antibiotics (B). ns p > 0.05; *p < 0.05; **p < 0.01; ***p < 0.001; ****p < 0.0001.
Table 2
Pharmacodynamic Parameters Obtained
from Challenge of EMRSA-15 in MHB with the Indicated Antibioticsa
condition
kappa
zMIC (xMIC)
ψmax (h–1)
ψmin (h–1)
temporin L
1.69 ± 0.06
0.30 ± 0.08
0.08 ± 0.02
–18.0 ± 1.0
temporin L/temporin B
2.79 ± 0.26
0.42 ± 0.16
0.07 ± 0.02
–16.7 ± 1.5
pleurocidin
3.79 ± 0.30
1.18 ± 0.10
0.05 ± 0.02
–16.9 ± 0.4
tobramycin
1.44 ± 0.13
0.64 ± 0.16
0.06 ± 0.06
-3.36 ± 0.83
gentamicin
1.22 ± 0.05
0.38 ± 0.12
0.08 ± 0.04
-2.16 ± 0.31
daptomycinb
1.52 ± 0.23
1.33 ± 0.60
0.07 ± 0.04
-3.74 ± 1.11
Parameters are
the average (3
s.f.) and standard error of values obtained from pharmacodynamic fits
of three or more independently repeated experiments that generated
log transformed CFU measurements. The standard error represents biological
and technical variability between the independently repeated experiments
(and not uncertainty).[60].
Assay conducted in CA-MHB due to
the requirement of daptomycin for Ca2+ ions for activity.
Values that differ significantly (one-way ANOVA with a Tukey posthoc
test; p < 0.01) with respect to temporin L are
shown in bold.
Parameters are
the average (3
s.f.) and standard error of values obtained from pharmacodynamic fits
of three or more independently repeated experiments that generated
log transformed CFU measurements. The standard error represents biological
and technical variability between the independently repeated experiments
(and not uncertainty).[60].Assay conducted in CA-MHB due to
the requirement of daptomycin for Ca2+ ions for activity.
Values that differ significantly (one-way ANOVA with a Tukey posthoc
test; p < 0.01) with respect to temporin L are
shown in bold.Pharmacodynamic response
of EMRSA-15 to the antibiotic challenge
in MHB. EMRSA-15 was challenged with increasing concentrations of
temporin L (TL), a 1:1 mol/mol ratio combination of temporin B and
temporin L (TB/TL) or clinically relevant antibiotics. Curves shown
are fits of averages of three independent repeated experiments (A).
The cooperativity (kappa), pharmacodynamic MIC (zMIC), and maximum
(ψmax) and minimum (ψmin) growth
rates are provided in Table , while one-way ANOVA with Tukey posthoc test multiple comparisons
for kappa, highlighting the differences in cooperativity between the
AMPs and antibiotics (B). ns p > 0.05; *p < 0.05; **p < 0.01; ***p < 0.001; ****p < 0.0001.Here linezolid, as expected, and vancomycin are
found to be bacteriostatic
against EMRSA-15 and are not considered further. The peptides and
the clinically relevant daptomycin and aminoglycoside antibiotics
tobramycin and gentamicin are bactericidal. However, pleurocidin,
the combination of temporin L and temporin B, and temporin L alone
all kill EMRSA-15 at a much faster rate than either aminoglycoside
or daptomycin (p < 0.0001), as evidenced by ψmin, the minimum growth rate (Table ). The cooperativity of the dose dependent
activity, as characterized by the steepness of the slope in a dose–response
curve and the parameter kappa, reveals a potential benefit of challenging
EMRSA-15 with a combination of temporin L and temporin B rather than
temporin L alone. The cooperativity of the response to challenge with
temporin L compares poorly with that to pleurocidin (p < 0.0001) (Table ; Figure B). However,
when used in combination with temporin B, kappa increases for the
combination when compared with temporin L alone (p = 0.0315) (Figure B, Table ). Indeed,
only the cooperativity of the response to challenge with the combination,
but not temporin L alone, is greater than that achieved with either
tobramycin (p = 0.0043) or gentamicin (p = 0.002).The cooperativity of the dose dependent activity
for both temporin
L and the combination of temporin L/B is greater when the experiment
is repeated in Luria–Bertani broth (Figure S1). While the other parameters are similar in both media,
in LB, kappa for the combination is nearly double that obtained in
MHB. While in this media, the addition of temporin B to temporin L
alone does not increase kappa (p = 0.9994), it does
when buforin II is also present (p = 0.0023); LB
is the only media in which we have found antibacterial activity with
buforin II in broth microdilution assays,[34] and here we identified synergy between buforin II and both temporin
L (FIC = 0.56) and the combination of temporin L and temporin B (FIC
= 0.5) but not temporin B (FIC = 1) using checkerboard assays. In
contrast, adding buforin II to temporin L alone does not lead to any
increase in kappa (p = 0.2586) and may reduce it.
The combination of all three peptides in LB produces a dose–response
curve with a kappa value almost 6 times that for the corresponding
experiment with temporin L alone in MHB indicating there is a substantial
scope for the cooperativity of AMP bactericidal activity to vary according
to the chemical environment.
Temporin L and Temporin B Form Hetero-Oligomers
in Models of
the Gram-Positive Plasma Membrane
Since the in vitro pharmacodynamic study implies a possible interaction between temporin
L and temporin B and since it is widely accepted that the main factor
affecting the activity of AMPs is their interaction with the bacterial
plasma cell membrane, we sought to identify whether either of these
peptides modifies the membrane interaction of the other using first,
all atom molecular dynamics simulations. We extend previous simulations
of either eight temporin B[14] or eight temporin
L[15] peptides binding to a 512 POPG lipid
bilayer from 100 to 200 ns and perform new duplicate, 200 ns simulations
of 4:4 combinations of temporin B and temporin L binding to the same
bilayer. This allows us to assess the effect of temporin L and temporin
B interaction on the peptide conformation and its flexibility (Figures S2 and S3); binding and insertion (Figure S4); peptide-lipid hydrogen bonding (Figures S5 and S6); the formation of both homo-
and hetero-oligomers in the bilayer (Figure ); and peptide induced lipid disordering
(Figure ).
Figure 2
Temporin L
and temporin B form hetero-oligomers in MD simulations
of POPG bilayer challenge. Top zoom views of snapshots (A–C)
and analysis of the average number of contacts for each residue involved
in any homo- or hetero-oligomerization (D–F) in simulations
of eight temporin B (A/D), four temporin L (blue) and four temporin
B (green) (B/E), or eight temporin L (C/F) peptides inserting into
a 512 POPG lipid bilayer. Time-resolved analysis of the maximum number
of peptides in any assembly (G) and the number of any such assemblies
(H).
Figure 3
Hetero-oligomerization reduces local membrane
disordering by temporin
L in MD simulations of POPG bilayer challenge. Order parameter profiles,
averaged over the duration of the 200 ns simulations, are shown for
lipids within 4 Å of each inserting peptide (A,B) or for the
whole bilayer (C,D). Comparisons are provided for temporin B (A,C)
or temporin L (B,D). Data is an average of two independently repeated
simulations for each condition.
Temporin L
and temporin B form hetero-oligomers in MD simulations
of POPG bilayer challenge. Top zoom views of snapshots (A–C)
and analysis of the average number of contacts for each residue involved
in any homo- or hetero-oligomerization (D–F) in simulations
of eight temporin B (A/D), four temporin L (blue) and four temporin
B (green) (B/E), or eight temporin L (C/F) peptides inserting into
a 512 POPG lipid bilayer. Time-resolved analysis of the maximum number
of peptides in any assembly (G) and the number of any such assemblies
(H).Hetero-oligomerization reduces local membrane
disordering by temporin
L in MD simulations of POPG bilayer challenge. Order parameter profiles,
averaged over the duration of the 200 ns simulations, are shown for
lipids within 4 Å of each inserting peptide (A,B) or for the
whole bilayer (C,D). Comparisons are provided for temporin B (A,C)
or temporin L (B,D). Data is an average of two independently repeated
simulations for each condition.On binding to the POPG bilayer, temporin B does not adopt α-helix
conformations, as the Ramachandran contour plots, representing phi
and psi dihedral angles averaged over the duration of the simulation,
indicates that the peptides adopt a type II β-turn conformation
(Figure S2A). In
contrast, the majority of residues in temporin L (Trp4-Gly10) do adopt
α-helix conformation. However, some residues may also adopt
the type II β-turn (Figure S2C).
These residues are located at the N- and C-termini, and these regions
also exhibit greater conformational flexibility, as measured by the
circular variance of the psi dihedral angle (Figure S3G). When temporin L is combined with temporin B, conformational
flexibility in temporin L is reduced across the whole peptide (Figure S3C,D), in particular in the N- and C-termini
(Figure S3G,H), the α-helix conformation
is extended (Gln3-Arg11) and evidence of type II β-turn diminishes
(Figure S2D). In contrast, temporin B experiences
considerable conformational flexibility whether temporin L is present
or not (Figure S3A,B,E,F) and there are
no notable changes in conformation (Figure S2B).Since previous work has shown that temporin L acts to prevent
oligomerization
of either temporin A or temporin B in lipopolysaccharide (LPS), and
we have separately shown that both temporin B and temporin L form
oligomers when they insert into model bilayers,[14,15] we next assessed whether either peptide inhibited the membrane penetration
(Figure S3) and the interaction of the
peptides with the bilayer (Figures S5 and S6) and characterized any aggregates that formed (Figure ). As previously shown, both
temporin B and temporin L penetrate the membrane via their N-termini
and this is not substantially altered when the two different peptides
are applied to the membrane in combination (Figure S4).The initial insertion is completed within 75 ns
in all simulations,
though penetration of temporin B is a little faster and deeper in
the combination than when applied alone (Figure S4A). Penetration of either temporin B or L is therefore not
inhibited by the presence of the other temporin and, indeed, that
of temporin B may be facilitated by temporin L. Consistent with this,
neither the total number of peptide-lipid hydrogen bonds (Figure S5) nor the pattern of residue specific
peptide-lipid hydrogen bonds (Figure S6) is altered, for either temporin L or temporin B, when the membranes
are challenged with the peptides in combination.The effect
of combining temporin B and temporin L is clearer following
analysis of peptide–peptide oligomerization in the membrane
(Figure ). As can
be observed (Figure B), and as was predominantly the case throughout the 200 ns duration
of the simulation (Figure G), small hetero-oligomers, usually comprising two or three
peptides, formed in POPG membranes. For temporin B, trimers (Figure A) and occasionally
tetramers were frequently observed in analogous simulations,[14] and these are now shown to endure throughout
the extended simulation (Figure G), while temporin L forms trimers (Figure C), tetramers, and in one simulation,
a stable pentamer,[15] and these are retained
as the simulation is extended to 200 ns (Figure G). For the combination there are only four,
as opposed to eight, of each temporin molecule in each simulation,
and this may impact the probability of higher or lower order oligomerization
and the ability to draw conclusions about the size distribution of
resulting pores. However, the likely preference of each peptide for
hetero-oligomerization over homo-oligomerization does provide support
for a synergistic effect in the target membrane. This is revealed
by analysis of the number of contacts between peptide monomers in
each simulation (Figure D–F). By chance, hetero-oligomeric contacts should predominate
over homo-oligomeric contacts at a ratio of 4:3. Instead homo-oligomers
of either temporin B or temporin L are very rare while hetero-oligomers
are much more frequent (hetero- to homo-ratios 158:1 temporin B; 5.4:1
temporin L). With the exception of Arg11 in temporin L, the residues
in each peptide involved in mediating assembly are hydrophobic, are
located in the same positions in both temporin B and L, do not change
substantially whether hetero- or homo-oligomers are being formed,
and are not involved in hydrogen bonding with the lipid bilayer (Figure D–F; Figure S6).While spontaneous pore formation
in membranes is rarely observed
in simulations when peptides start in the water phase,[35] the lipid disorder associated with their formation,
in such studies,[36,37] is observed for some peptides
irrespective of whether pores form or not.[14,38,39] The lipid disorder is greatest in those
lipids associated with the peptide while order may increase for nonassociated
lipids,[36,37] and in our previous work the same effect
was observed for magainin 2, pleurocidin and its analogues, and temporin
B.[14,31,38] Here, both
temporin B (Figure A) and temporin L (Figure B) are observed to strongly disorder POPG lipids located within
4 Å of any peptide, with temporin L having a greater effect.
In contrast, the disordering effect of temporin L on the whole bilayer
is less noticeable compared with that of temporin B (Figure C,D). When the peptides are
applied in combination, the local disordering effect of both peptides
is attenuated (Figure A,B) while the impact on the whole bilayer is intermediate between
that achieved with either peptide alone (Figure C,D).
Temporin B Modulates Channel
Activity Induced by Temporin L
in Model Membranes
We made use of the port-a-patch automated
patch-clamp system from Nanion Technologies (Munich, Germany) to determine
whether the addition of temporin B modifies the ability of temporin
L to disrupt DPhPG bilayers, mimicking Gram-positive bacteria cytoplasmic
membranes (Figure ).[23,24] Our experimental approach involves finding
the lowest concentration of peptide that induces detectable conductance
and then measuring the latency (the time taken for conductance to
commence after addition of peptide) and recording whether the membrane
is ultimately broken, and quantifying any characteristic channel-like
activity (well-defined events with discrete opening levels). Previously,
we showed that temporin B does induce conductance in DPhPG bilayers
but at a relatively high concentration of 35 μM.[14] It induces irregular conductance activity, and
no evidence of regular channel formation was detected. Conductance
activity does however appear relatively quickly after temporin B administration,
and the membrane soon ruptures. In contrast, we have previously shown
that temporin L does induce channel-like activity that endures, and
this is achieved with less peptide (10 μM) than is required
for temporin B.[15] Here, we find that combining
temporin B and temporin L, in a 3.5:1 molar ratio reflecting their
differing potency when used alone, substantially affects the ability
to induce conductance. In combination, the concentrations of the peptides
required to induce conductance are 12-fold lower than when each peptide
is used alone. Channel-like activity is detected (Figure A), and it appears more rapidly
than when temporin L is applied alone (Figure C). However, the amplitude, conductance,
and estimated pore radii are much smaller than those observed for
temporin L alone (Figure A,B, Table ). Patch-clamp therefore reveals the combination of temporin L and
temporin B induces channel-like activity at much lower concentrations
and faster, but the channels are much smaller than achieved with temporin
L alone.
Figure 4
Patch-clamp
analysis of the challenge of a DPhPG bilayer with a
combination of temporin L and temporin B. The concentrations of temporin
L (0.84 μM) and temporin B (2.92 μM) used correspond to
the minimum amount of the combination needed to induce conductance
and are equal to 1/12 of the concentrations needed to induce conductance
when each peptide is applied alone. A representative of six traces
(A) together with a frequency plot of events of varying amplitude
across all six traces (B). The average time taken for conductance
to begin after peptide addition (latency) shows conductance begins
more rapidly for the combination than temporin L alone (C). One-way
ANOVA with a Tukey posthoc test, *p < 0.05, ***p < 0.001.
Table 3
Summary of Channel-Like Activity Detected
at Various Opening Levelsa
parameter
peptide
level 1
level 2
level 3
temporin Lb
amplitude (pA)
0.89 ± 0.02
25.4 ± 0.1
temporin L/temporin B
0.42 ± 0.03
2.17 ± 0.33
4.77 ± 0.58
temporin Lb
conductance (pS)
17.9 ± 0.4
507 ± 2
temporin L/temporin B
8.40 ± 0.60
43.4 ± 6.6
95.4 ± 11.6
temporin Lb
estimated pore radius (nm)
0.08 ± 0.01
0.43 ± 0.03
temporin L/temporin B
0.05 ± 0.01
0.12 ± 0.05
0.18 ± 0.06
DPhPG membranes were challenged
with 10 μM temporin L alone or a combination of 0.84 μM
temporin L and 2.92 μM temporin B. Temporin B alone does not
induce channel-like activity. Level 1 is present in 5/6 traces acquired,
Level 2 is present in 3/6 out of 6 traces, and Level 3 is present
in 2/6 traces. Each parameter represents a range of events around
each defined level, detected in between 2 and 5 traces, and the standard
error reflects the variability in such events between traces.
Data previously reported.[15]
DPhPG membranes were challenged
with 10 μM temporin L alone or a combination of 0.84 μM
temporin L and 2.92 μM temporin B. Temporin B alone does not
induce channel-like activity. Level 1 is present in 5/6 traces acquired,
Level 2 is present in 3/6 out of 6 traces, and Level 3 is present
in 2/6 traces. Each parameter represents a range of events around
each defined level, detected in between 2 and 5 traces, and the standard
error reflects the variability in such events between traces.Data previously reported.[15]Patch-clamp
analysis of the challenge of a DPhPG bilayer with a
combination of temporin L and temporin B. The concentrations of temporin
L (0.84 μM) and temporin B (2.92 μM) used correspond to
the minimum amount of the combination needed to induce conductance
and are equal to 1/12 of the concentrations needed to induce conductance
when each peptide is applied alone. A representative of six traces
(A) together with a frequency plot of events of varying amplitude
across all six traces (B). The average time taken for conductance
to begin after peptide addition (latency) shows conductance begins
more rapidly for the combination than temporin L alone (C). One-way
ANOVA with a Tukey posthoc test, *p < 0.05, ***p < 0.001.
Discussion
The
discovery of the temporin peptides[11] in
the skin secretion of Rana temporaria has precipitated
a large body of work seeking to understand and develop those AMPs
with the greatest antimicrobial activity into useful antibiotics.[9,10,39] Ten temporin peptides were initially
described, and they share extensive sequence similarity, ranging from
76.9% to 100% relative to temporin B (Table ). Though all were active against Bacillus megaterium, only temporins A, B, F, G, and L were
active against Escherichia coli when tested individually,
i.e., those carrying at least a +2 nominal charge and 13 residues
in length. Subsequently, attention has been largely focused on temporins
L, B, and A,[39−50] despite temporins F and G being produced at similar levels to temporins
A and B, and temporin C being the most abundant of them all.[11] Temporin L has greater antibacterial potency
against Gram-negative bacteria, binds lipopolysaccharide, and hence
has antiendotoxin properties but is also relatively cytotoxic.[40−47] Temporins A and B are more active against Gram-positive bacteria
though analogues of temporin B have been produced with a broader spectrum
of activity.[49] Temporins A and B have also
been shown to act in synergy with temporin L against Gram-negative
bacteria and the mechanism for this synergy has been explored using
biophysical methods.[12,50] However, since the other temporins
have received less attention, it is unclear what the biological benefits
are of producing such a set of closely related peptides nor what the
relatively minor changes in amino acid sequence, at least between
temporins A–K (Table ), achieve.
Table 4
Alignment of Temporin
Peptides Sequences
and Their Physicochemical Characteristicsa
Average hydrophobicity is given
on the whole-residue hydrophobicity octanol-interface scale (ΔGwoct – ΔGwif) based on the free energy of transfer from water to palmitoyloleoylphosphatidylcholine
and to n-octanol.[61] All
peptides are considered amidated at the C-terminus, but this is not
considered in the hydrophobicity calculation. In temporins A–G,
Pro3, Gly6, Leu9, and Leu13 are absolutely conserved. Leu9 and Leu13
are also conserved in temporin L.
Average hydrophobicity is given
on the whole-residue hydrophobicity octanol-interface scale (ΔGwoct – ΔGwif) based on the free energy of transfer from water to palmitoyloleoylphosphatidylcholine
and to n-octanol.[61] All
peptides are considered amidated at the C-terminus, but this is not
considered in the hydrophobicity calculation. In temporins A–G,
Pro3, Gly6, Leu9, and Leu13 are absolutely conserved. Leu9 and Leu13
are also conserved in temporin L.The previous studies of synergy between temporin L
and either temporins
A or B have focused on Gram-negative bacteria to understand gains
in antibacterial potency. These reveal that temporin L affects the
oligomerization of temporin B in lipopolysaccharide environments.[12,50] Here, though FIC data would indicate that there is no interaction
between temporin L and temporin B save for possibly a weak synergistic
effect in some strains (additive elsewhere), three separate pieces
of evidence indicate there is an interaction between temporin L and
temporin B that will also influence their combined activity against
Gram-positive bacteria.First, we show that the addition of
temporin B to either temporin
L in MHB or temporin L/buforin II in LB increases the cooperativity
of the dose dependent rate of bacterial killing, and that this is
greater than that observed for antibiotics. A limitation of our study
is the absence of in vitro PD data for temporin B
alone, and we cannot conclude whether the combination of temporin
L and temporin B has greater cooperativity than both individual components
or whether temporin B has higher cooperativity than temporin L and
the combination then matches this. Instead, since the MIC of temporin
L in combination with temporin B is never less than half of its MIC
when applied alone, we have demonstrated that the effect of the combination
is to retain the potency of temporin L but with enhanced cooperativity
derived from the addition of temporin B, well below its own MIC.The effects and mechanisms of adding buforin II, as a component
of antimicrobial peptide combinations, warrant further investigation,
not least because the effect of its addition in the present study
is not clear-cut. The present observations are reported here for two
reasons. First, buforin II is a 21 amino acid histone H2A fragment,
initially identified in the Asian toad Bufo bufo garagrizans,[51] but its sequence is also found in
the Rana temporaria (and mammalian) histone H2A,
and hence there is potential for it interacting with a wide variety
of AMPs in different organisms. Second, buforin II accumulates within
bacteria, has high affinity for nucleic acids, and its antibacterial
mechanism of action is independent of membrane lysis and hence completely
different to that of either temporin L or temporin B.[51−53] Therefore, the increases in cooperativity, obtained by combining
temporin B with temporin L alone (in MHB) or with buforin II (in LB),
are two examples of AMPs with differing mechanisms from the same organism
combining to produce bactericidal activity with greater cooperativity.
This is consistent with previous work that has shown diverse AMPs,
but from different organisms, display greater cooperativity than antibiotics
when killing Escherichia coli MG1655 and that this
is enhanced when these AMPs are used in three-way combinations.[7,54]The present data indicate that the possible impact of bacterial
growth conditions, and other factors, on AMP pharmacodynamics should
be explored in more depth but are sufficient to conclude that combining
AMPs has potential in further distinguishing their in vitro pharmacodynamic properties from those of bactericidal antibiotics.
By extension, future work may now test the theory that the more cooperative
pharmacodynamic profile achieved with combinations of AMPs mitigates
the risk of resistance developing and hence a rationale for the evolution
of synergistic AMP families within individual species.Second,
we show that temporin B and temporin L readily form hetero-oligomers
in MD simulations of challenge of a model of the Gram-positive plasma
membrane. Although there are many ways in which two different AMPs
may influence the activity of each other, the formation of hetero-oligomers
has been observed for other AMPs that are known to act in synergy;
magainin 2 and PGLa, which are structurally related and from the same
organism (Xenopus laevis), is a very well-studied
example.[55−59] In coarse-grain MD simulations, magainin 2 was shown to fix the
membrane inserting state of PGLa, which otherwise continuously inserts
and leaves the membrane, and aid recruitment of other peptides into
heterodimers involved in the formation of transmembrane pores,[59] explaining the observed increase in membrane
affinity of the mixture.[58] Here we use
atomistic simulations to sample a shorter time scale, but while the
membrane insertion of either temporin L or temporin B is largely unaffected
by the presence of the other, the observation of hetero-oligomer formation,
and concomitant restriction of temporin L homo-oligomer formation
and lipid acyl-chain disordering can be expected to be manifested
in altered disruptive effects of the peptides on the target plasma
membrane.Third, we use conductance measurements to show that
the interaction
between the temporin L/temporin B combination and model membranes
fundamentally differs to that observed when either peptide is applied
alone with conductance events observed more quickly and with much
lower amounts of each peptide when applied in combination than when
applied alone. The conductance manifests as regular channel-like events,
similar to those produced with temporin L alone but of a much lower
conductance and calculated size. To achieve greater cooperativity,
the combination should suppress bactericidal activity at lower AMP
concentrations but enhance it at higher concentrations. It is possible
that the ability to induce conductance in model membranes with much
less peptide, and faster, is a manifestation of enhanced bactericidal
membrane activity of the temporin B/temporin L combination. However,
unless other factors intervene to substantially reduce antibacterial
activity overall, we would also expect to see a considerable increase
in antibacterial potency for the combination. However, this is inconsistent
with the modest synergy observed, as described by the FIC. Alternatively,
the low conductance events observed for the combination may be insufficient
for a bactericidal effect and this then would be consistent with temporin
B preferentially forming hetero-oligomers with temporin L that are
less effective than temporin L homo-oligomers. Only at higher relative
concentrations of temporin L do high conductance channels form and
hence cooperativity is enhanced. Therefore, the present biophysical
data establishes high probability of an interaction between temporin
L and temporin B in the target plasma membrane and provides clues
as to how the greater cooperativity in bactericidal activity is achieved,
a complete mechanistic understanding will require a future investigation
of dose-dependent effects in both patch-clamp studies and MD simulations.
Conclusion
Combining two or, potentially, more antimicrobial peptides from
the same organism improves the in vitro pharmacodynamic
properties of the bactericidal action. For temporin L and temporin
B, this is likely achieved through modification of aggregates formed
by the peptides in the target membrane. The resulting ability of temporin
L to induce channel-like conductance suggests an evolutionary benefit
for generating a family of AMPs and a more important role for those
AMPs that alone have low antibacterial potency.
Authors: Francesco Merlino; Alfonso Carotenuto; Bruno Casciaro; Francesca Martora; Maria Rosa Loffredo; Antonio Di Grazia; Ali M Yousif; Diego Brancaccio; Luciana Palomba; Ettore Novellino; Massimiliano Galdiero; Maria Rosaria Iovene; Maria L Mangoni; Paolo Grieco Journal: Eur J Med Chem Date: 2017-08-21 Impact factor: 6.514
Authors: Giorgia Manzo; Philip M Ferguson; V Benjamin Gustilo; Charlotte K Hind; Melanie Clifford; Tam T Bui; Alex F Drake; R Andrew Atkinson; J Mark Sutton; Giovanna Batoni; Christian D Lorenz; David A Phoenix; A James Mason Journal: Sci Rep Date: 2019-02-04 Impact factor: 4.379
Authors: Réka Spohn; Lejla Daruka; Viktória Lázár; Ana Martins; Fanni Vidovics; Gábor Grézal; Orsolya Méhi; Bálint Kintses; Mónika Számel; Pramod K Jangir; Bálint Csörgő; Ádám Györkei; Zoltán Bódi; Anikó Faragó; László Bodai; Imre Földesi; Diána Kata; Gergely Maróti; Bernadett Pap; Roland Wirth; Balázs Papp; Csaba Pál Journal: Nat Commun Date: 2019-10-04 Impact factor: 14.919