Natalie Iannuzo1,2, Yannik A Haller1, Michelle McBride3, Sabrina Mehari2, John C Lainson4, Chris W Diehnelt4, Shelley E Haydel1,3. 1. School of Life Sciences, Arizona State University, Tempe, Arizona 85287, United States. 2. School of Molecular Sciences, Arizona State University, Tempe, Arizona 85287, United States. 3. The Biodesign Institute Center for Bioelectronics and Biosensors, Arizona State University, Tempe, Arizona 85287, United States. 4. The Biodesign Institute Center for Innovations in Medicine, Arizona State University, Tempe, Arizona 85287, United States.
Abstract
The rise in antibiotic resistance in bacteria has spawned new technological approaches for identifying novel antimicrobials with narrow specificity. Current antibiotic treatment regimens and antituberculosis drugs are not effective in treating Mycobacterium abscessus. Meanwhile, antimicrobial peptides are gaining prominence as alternative antimicrobials due to their specificity toward anionic bacterial membranes, rapid action, and limited development of resistance. To rapidly identify antimicrobial peptide candidates, our group has developed a high-density peptide microarray consisting of 125,000 random synthetic peptides screened for interaction with the mycobacterial cell surface of M. abscessus morphotypes. From the array screening, peptides positive for interaction were synthesized and their antimicrobial activity was validated. Overall, six peptides inhibited the M. abscessus smooth morphotype (IC50 = 1.7 μM for all peptides) and had reduced activity against the M. abscessus rough morphotype (IC50 range: 13-82 μM). Peptides ASU2056 and ASU2060 had minimum inhibitory concentration values of 32 and 8 μM, respectively, against the M. abscessus smooth morphotype. Additionally, ASU2060 (8 μM) was active against Escherichia coli, including multidrug-resistant E. coli clinical isolates, Pseudomonas aeruginosa, and methicillin-resistant Staphylococcus aureus. ASU2056 and ASU2060 exhibited no significant hemolytic activity at biologically relevant concentrations, further supporting these peptides as promising therapeutic candidates. Moreover, ASU2060 retained antibacterial activity after preincubation in human serum for 24 h. With antimicrobial resistance on the rise, methods such as those presented here will streamline the peptide discovery process for targeted antimicrobial peptides.
The rise in antibiotic resistance in bacteria has spawned new technological approaches for identifying novel antimicrobials with narrow specificity. Current antibiotic treatment regimens and antituberculosis drugs are not effective in treating Mycobacterium abscessus. Meanwhile, antimicrobial peptides are gaining prominence as alternative antimicrobials due to their specificity toward anionic bacterial membranes, rapid action, and limited development of resistance. To rapidly identify antimicrobial peptide candidates, our group has developed a high-density peptide microarray consisting of 125,000 random synthetic peptides screened for interaction with the mycobacterial cell surface of M. abscessus morphotypes. From the array screening, peptides positive for interaction were synthesized and their antimicrobial activity was validated. Overall, six peptides inhibited the M. abscessus smooth morphotype (IC50 = 1.7 μM for all peptides) and had reduced activity against the M. abscessus rough morphotype (IC50 range: 13-82 μM). Peptides ASU2056 and ASU2060 had minimum inhibitory concentration values of 32 and 8 μM, respectively, against the M. abscessus smooth morphotype. Additionally, ASU2060 (8 μM) was active against Escherichia coli, including multidrug-resistant E. coli clinical isolates, Pseudomonas aeruginosa, and methicillin-resistant Staphylococcus aureus. ASU2056 and ASU2060 exhibited no significant hemolytic activity at biologically relevant concentrations, further supporting these peptides as promising therapeutic candidates. Moreover, ASU2060 retained antibacterial activity after preincubation in human serum for 24 h. With antimicrobial resistance on the rise, methods such as those presented here will streamline the peptide discovery process for targeted antimicrobial peptides.
Antimicrobial
resistance is a growing threat aggravated by the
high cost and long duration of few viable treatment options available
for resistant life-threatening infections.[1] While the incidence of resistant infections is increasing, discoveries
of novel targets for antimicrobials have declined since the 1970s.[1,2] Even with new incentives offered in 2010 to spur antibiotic development
and FDA approval, only one out of the eight antimicrobials approved
between 2010 and 2015 employed a novel mechanism of action.[3]Antimicrobial peptides (AMPs) have been
discovered in a diversity
of organisms and have correspondingly diverse structures and specificities.
Interest has increased in AMPs due to their selectivity toward anionic
bacterial cell membranes, rapid action, and lack of developed resistance.[4−6] Since AMPs are increasingly considered as therapeutics, they are
often designed and optimized with amino acid substitutions to be cationic
and amphipathic with the goal of either lysing bacteria or inhibiting
bacterial growth via disruption of cell wall, DNA, RNA, and/or protein
synthesis.[7−9] Moreover, novel AMP mechanisms may be discovered
from screening random, synthetic peptides for antimicrobial activity.
As the need for antimicrobials effective against resistant organisms
intensifies, so must the pace of discovery methods. The discovery
and development of novel AMPs will fill this gap in vital therapeutic
options.Mycobacteria other than Mycobacterium
tuberculosis and Mycobacterium leprae are referred
to as nontuberculous mycobacteria (NTM).[10,11]Mycobacterium abscessus (Mabs), the third most frequently recovered respiratory NTM
in the United States, is one of the most clinically challenging NTM
infections and accounts for 65–80% of rapidly growing NTM isolates.[12−14] Two distinct morphotypes of Mabs subsp. abscessus are distinguishable on solid media: a smooth
(S), biofilm-forming, noncording variant and a rough (R), nonbiofilm-forming,
cording variant.[15,16] Clinically, the S variant colonizes
the lung, while the R variant appears after initial colonization and
is more virulent, more resistant to macrophage killing, and is associated
with more severe and persistent pulmonary infections.[15,17−25]Mabs resistance to classical antituberculosis drugs
and current antibiotics leads to a lack of effective drug regimens,[12,15] and Mabs pulmonary infections have no known effective
drug treatments.[26] The American Thoracic
Society recommends macrolides (clarithromycin and azithromycin), in
combination with intravenous amikacin and cefoxitin (or imipenem)
for at least 1 year until sputum samples are culture negative,[12,27,28] yet Mabs infections
respond poorly to macrolides. The only known cure for Mabs pulmonary disease is surgical lung resection and concurrent multidrug
therapy.[29,30] Antibiotic regimens are often associated
with adverse side effects, and although antibiotics can improve symptoms, Mabs infections have an estimated 50% recurrence rate.[31,32]For the treatment of NTM pulmonary infections, AMPs are more
potent
and have fewer side effects than orally and intravenously administered
antibiotics and can be delivered as an inhaled therapeutic.[14] In addition, inhaled AMPs, similar to inhaled
small molecule antibiotics, do not cross the respiratory epithelium
and therefore reduce off-target effects and increase lung bioavailability.[33] While there are currently no naturally occurring
peptides or their derivatives recommended to treat Mabs infections,[26] novel approaches to eradicating
the disease are needed due to Mabs’ acquired
and intrinsic resistance to classical antituberculous drugs, most
small molecule antibiotics, and disinfectants.[34,35]Our group has produced high-density (HD) peptide microarrays
of
up to 330,000 random peptides using in situ synthesis, where photolithographic
masks are employed to illuminate discrete features on a silicon wafer
coated with a photoresist and a photoacid generator.[36] We used this method to produce new libraries with fewer
synthetic peptides in larger spots while maintaining the same slide
geometry compatible with a standard 96-well microtiter plate.[36] Peptides are 17-mers and are synthesized from
15 different amino acids, including d-versions of Lys, Arg,
Ala, Leu, and Trp. Previously, we developed an AMP discovery method
using spotted peptide microarrays of 10,000 peptides to identify peptides
that bind to targeted bacteria.[37−39] In this study, a 125,000 HD peptide
microarray was used to screen for peptides with in vitro binding activity
against Mabs S and R morphotypes. We then evaluated
the activity of candidate peptides using a series of microdilution
antimicrobial susceptibility assays performed in three culture media
with and without a chelating agent. The cytotoxicity of identified Mabs inhibitory peptides was evaluated using human red blood
cell (hRBC) hemolytic assays. Activity against additional Gram-positive
and Gram-negative organisms was assessed to determine the specificity
of peptide antimicrobial activity.For pathogens without effective
drug treatments, such as Mabs, high-throughput therapeutic
discovery methods are
critical to improve the cost and speed of uncovering effective antimicrobials.
Here, such a method is demonstrated; the synthesized random peptides
were screened against Mabs with positive hits tested
for in vitro inhibitory activity. Importantly, inhibitory peptides
were identified, and preliminary tests indicate minimal toxicity.
Materials
and Methods
Mabs Strains and Growth Conditions
Mabs ATCC 19977 S morphotype (Mabs 19977S) cells were cultured at 37 °C in Middlebrook 7H9 supplemented
with albumin, dextrose, and catalase (ADC) (10%), Tween 80 (0.05%),
and glycerol (0.2%) (herein referred to as M7H9). Mabs 19977S was exposed to clarithromycin (8 μg/mL) in M7H9 for
24 h at 37 °C, subjected to serial dilutions, and plated on Middlebrook
7H10 agar supplemented with oleic acid, ADC (OADC) (herein referred
to as M7H10). After a five-day incubation at 37 °C, a single,
isolated colony displaying a rough morphotype (Mabs 19977R) was detected, grown, and stored at −70 °C. Mabs 19977S and Mabs 19977R were grown
for approximately 32 h at 37 °C, diluted 1:100 in fresh, prewarmed
M7H9, and grown for an additional 14 h until the cultures reached
early logarithmic phase (OD600 = 0.2–0.3).
Pseudomonas aeruginosa, Escherichia
coli, Klebsiella pneumoniae, and Methicillin-Resistant Staphylococcus aureus Strains and Growth Conditions
P. aeruginosa (ATCC 27853) and methicillin-resistant S. aureus (MRSA) USA300 were cultured at 37 °C in tryptic soy broth (TSB). E. coli (ATCC 25922) and K. pneumoniae (ATCC 13883) cells were cultured in Luria broth (LB). After incubation
(16 h), P. aeruginosa, E. coli, and K. pneumoniae cultures were centrifuged (3715g) for 3 min, resuspended
in sterile 0.9% saline, and adjusted to OD600 of 0.4, 0.07,
and 0.1 for P. aeruginosa, E. coli, and K. pneumoniae, respectively. MRSA was cultured at 37 °C in TSB for 18 h before
centrifugation at 3715g for 3 min. MRSA was then
resuspended in Mueller Hinton Broth (MHB) and diluted to an OD600 of 0.1 in sterile 0.9% saline. Bacterial preparations were
serially diluted in MHB to approximately 105 CFU/mL for
use in the assays.
E. coli Clinical
Isolates
Deidentified excess and residual clinical urine
samples were obtained
from the clinical microbiology laboratory at Mayo Clinic Hospital,
Phoenix, Arizona (approved by Mayo Clinic Biospecimen Subcommittee
BIO00015462).[40−42]E. coli urinary tract
infection clinical isolates were cultured as described above and stored
in 15-20% glycerol at −70 °C.
Peptide Microarrays
The HD peptide microarrays were
synthesized in house with a library of peptides on a silicon wafer
coated with a photoresist and a photoacid generator, according to
our published methods.[36] Micron-scale regions
of photoacid are generated and exposed to protected amino acids. If
acid is present, the amino acid is deprotected and coupled. Through
subsequent steps, peptides are synthesized, forming a microarray of
123,816 peptides with unique sequence compositions. Replicate peptide
microarrays are produced in a standard microscope slide-sized format[36] with a geometry that is compatible with a standard
96-well microtiter plate, thereby enabling standard robotics and plate
washers to be used for the binding assays. Prior to screening, slides
were placed in a four-slide chamber (ArrayIt, Sunnyvale, CA) and blocked
for 1 h in 150 μL of 3% bovine serum albumin (BSA) in phosphate-buffered
saline (PBS), pH 7.4 with 0.05% Tween 20 (PBST) and agitation (300
rpm). Slides were washed three times in PBST using a plate washer
(Beckman Coulter Biomek, Indianapolis, IN).
Mabs Screening
on Peptide Microarrays
Mabs cultures were
prepared as described above,
centrifuged, and washed three times in PBST. Two biological replicates
of Mabs 19977S or Mabs 19977R cells
(∼1.0 × 108 CFU/mL) were labeled with 200 μg
of AF647-NHS (ThermoFisher Scientific, Carlsbad, CA) in prewarmed
PBST. Two biological replicates of Mabs 19977S or Mabs 19977R cells (∼3 × 108 CFU/mL)
were labeled with 50 μg of cell tracker orange (CTO) CMRA (ThermoFisher
Scientific) in prewarmed PBST. Cells were incubated with AF647 or
CTO for 1 h at room temperature or 37 °C, respectively, with
shaking at 250 rpm. Fluorescently labeled bacterial cells were washed,
resuspended in 3% BSA in PBST to achieve a concentration of ∼108 CFU/mL, and diluted to 1 × 107 CFU/mL in
a 96-well microtiter plate. The cells were transferred to the slide
chamber at 150 μL per well and incubated on a shaker (ThermoMixer,
Eppendorf, Hauppauge, NY) for 1 h at 37 °C at 300 rpm. The slide
was washed three times in PBST, three times in water, dried, and scanned
on an Innoscan 900AL microarray scanner (Innopsys, Carbonne, France).
Data were analyzed using GenePix, and raw data files were analyzed
using Microsoft Excel and JMP statistical software (Cary, NC).
Identification
of Peptides with Activity against Mabs
Bacteria
grown in M7H9, MHB, and cation-adjusted MHB (CAMHB)
were used to identify unpurified peptides with inhibitory activity
against Mabs 19977S and Mabs 19977R.
The initial 27 peptides (50–65% purity) were synthesized by
Sigma-Aldrich (St. Louis, MO) PEPscreen Custom Peptide Libraries. Mabs ATCC 19977S and ATCC 19977R mid-logarithmic-phase cultures
(OD600 0.5–0.6) were centrifuged (3715g) for 2 min, washed in prewarmed M7H9, resuspended in M7H9, MHB,
or CAMHB, and diluted to 106 CFU/mL. In a 96-well polystyrene
microtiter plate, media (M7H9, MHB, or CAMHB), unpurified peptides
(100 or 10 μM), ethylenediaminetetraacetic acid (EDTA) (100
μM), and cells (Mabs 19977S or Mabs 19977R) (105 CFU/mL) were added. EDTA was added to determine
if metal ion chelation would alter peptide activity. Clarithromycin
(4 μg/mL) was used as an antibiotic positive control. The 96-well
microtiter plates were statically incubated at 37 °C for 72 h.
The OD600 was measured every 24 h using a SpectraMax M2
microplate reader (Molecular Devices, San Jose, CA, USA). Peptides
that reduced Mabs growth by ≥50%, when compared
to the growth control OD600, were considered active.
Mabs Microdilution Antimicrobial Assays with
Purified Peptides
The six peptides with activity against Mabs were synthesized and high-performance liquid chromatography-purified
by WatsonBio Sciences: ASU2001—98%; ASU2009—99%; ASU2019—90%;
ASU2056—95%; ASU2059—100%; and ASU2060—99%. To
determine effects on Mabs viability, microdilution
antimicrobial assays were performed in MHB. Mabs 19977S
and Mabs 19977R mid-logarithmic-phase cultures (OD600 0.5–0.6) were prepared and processed as described
above. In a 96-well microtiter plate, MHB, two-fold serial dilutions
(256–2 μM) of purified peptides, EDTA (100 μM),
and cells (Mabs 19977S or Mabs 19977R)
(105 CFU/mL) were added. Clarithromycin (4 μg/mL)
was used as an antibiotic positive control. Microtiter plates were
statically incubated at 37 °C for 96 h. The OD600 was
measured every 24 h using a SpectraMax M2 microplate reader (Molecular
Devices, San Jose, CA, USA).
Identification of Peptides with Cross-Inhibitory
Activity against P. aeruginosa, E. coli, K. pneumoniae, and MRSA
P. aeruginosa, E. coli, K. pneumoniae, and MRSA cultures
were grown overnight and diluted to 106 CFU/mL prior to
initiating experiments. In a 96-well polystyrene microtiter plate,
MHB, purified peptides [at their respective minimum inhibitory concentration
(MIC) values against Mabs], EDTA (100 μM),
and cells (P. aeruginosa, E. coli, K. pneumoniae, or MRSA) (105 CFU/mL) were added. Amikacin (6 and 3
μg/mL), vancomycin (8 and 4 μg/mL), and ampicillin (32
and 16 μg/mL) were used as antibiotic controls. The 96-well
microtiter plates were statically incubated at 37 °C for 24 h
after which samples from each well were subjected to serial dilutions
in sterile 0.9% saline and plated on MHA in duplicate. Colonies were
counted to determine viability.
Determination of ASU2060
MIC against E. coli Clinical Isolates
The MICs of ciprofloxacin, cefazolin,
ampicillin, and nitrofurantoin against the E. coli clinical isolates were determined in triplicate to establish antibiotic
susceptibility profiles for each isolate (n = 6).
To determine the MIC of antibiotics and ASU2060, isolates were cultured
in LB for 16 h, centrifuged (3715g) for 1 min, resuspended
in MHB, and diluted to ∼107 CFU/mL (OD600 = 0.05). Samples were serially diluted in MHB to ∼105 CFU/mL and added to a 96-well polystyrene plate prepared
with ASU2060 (128–4 μM). After incubation for 22 h at
37 °C, the OD600 was measured using a SpectraMax M2
microplate reader (Molecular Devices, San Jose, CA, USA). Values were
normalized to the medium blank (MHB) and E. coli (ATCC 25922) treated with nitrofurantoin at 64 μM.
Cytotoxicity
Assessment of Mabs Inhibitory
Peptides
To determine if the purified, Mabs inhibitory peptides were toxic, hRBC hemolytic assays were performed.
Peptides (at 1X, 2X, and 4X their respective Mabs 19977S MICs) were added to 4% hRBC in saline and statically incubated
for 1 h or 18 h at 37 °C. Triton X-100 (1%) was used as a positive
control and resulted in complete hRBC lysis. Following incubation,
the peptide-hRBC mixtures and the 1% Triton X-100 positive controls
were centrifuged for 1 min at 1000g to pellet the
intact hRBC. The supernatant for each experimental mixture and control
was removed, and OD475 measurements were recorded to determine
the percentage of lysed hRBC. The percentage of hemolytic activity
was normalized by comparing the supernatant absorbance of all conditions
tested to an equivalent number of hRBC lysed with 1% Triton X-100
(eq ).
Serum Stability Assays
The collection and use of all
human serum for research presented here were approved by the Institutional
Review Board of Arizona State University, protocol no. 0912004625.
Informed consent was obtained from all human subjects. Blood was collected
from five healthy donors, and the serum was separated. Serum samples
were pooled and stored at −70 °C prior to experimental
use. ASU2060 was incubated with 20% pooled, human serum for various
intervals (1–24 h). At each time point, sample aliquots were
removed and mixed with complete, EDTA-free protease inhibitor (11873580001,
Roche, Indianapolis, IN). ASU2060 serum stability was determined by
examining retained biological activity in bactericidal assays with E. coli ATCC 25922 (∼2 × 105 CFU/mL).
Statistical Analyses
All experiments
were performed
in triplicate. Statistical significance was determined using linear
regression analyses with p < 0.05. All analyses
were performed with GraphPad Prism software Version 9.0.2.
Results
Mabs ATCC 19977 Rough Variant
Despite
similar S and R morphotype susceptibility to clarithromycin, amikacin,
and cefoxitin,[43] differences in virulence
and host–pathogen interactions prompted us to screen for active
peptides against both Mabs S and R variants. After
exposure of Mabs 19977S to clarithromycin, a subpopulation
of cells frequently exhibited a rough morphology phenotype on M7H10
agar without antibiotics (Figure A). The rough variant, Mabs 19977R,
did not revert to a smooth morphotype and was stably maintained during
in vitro growth (18–24 h), thereby allowing peptide microarray
screening of both Mabs 19977S and Mabs 19977R cells.
Figure 1
(A) Representative colonies of Mabs ATCC
19977S
and Mabs ATCC 19977R morphotypes. (B) CTO-labeled
(left) or AF647-labeled (right) Mabs ATCC 19977S
binding to a peptide spot on the microarray. (C) Statistics of bacteria-binding
signals to the peptide microarrays. (D) Workflow to select and test Mabs peptides.
(A) Representative colonies of Mabs ATCC
19977S
and Mabs ATCC 19977R morphotypes. (B) CTO-labeled
(left) or AF647-labeled (right) Mabs ATCC 19977S
binding to a peptide spot on the microarray. (C) Statistics of bacteria-binding
signals to the peptide microarrays. (D) Workflow to select and test Mabs peptides.
High-Throughput Screening: Mabs Morphotype
Binding on HD Peptide Microarrays
Mabs 19977S
or Mabs 19977R cells were labeled with either amine-reactive
Alexa Fluor 647 (AF647), which binds and fluoresces the cell surface,
or CTO, which fluoresces after internalization into the cytoplasm,
and incubated on replicate peptide microarrays (n = 12). One notable adaptation from spotted peptide microarrays to
the in situ synthesized HD peptide microarrays is the reduction in
spot size. The HD microarrays have smaller features (14 × 14
μm squares) than spotted peptide microarrays (∼80 μm
diameter circles),[37] reducing the number
of bacteria that can bind a given spot (Figure B). In previous studies, bacteria bound to
a given peptide spot revealed several thousand relative fluorescence
units (RFUs), while signals were close to background for nonbinding
peptides.[37] While there were few Mabs bacteria bound to a single peptide feature, the use
of 12 replicate arrays per condition enabled a counting approach to
be used for peptide hit identification. Essentially, by counting the
number of times a peptide bound Mabs across the 12
replicate arrays, a relative measure of peptide binding for each Mabs morphotype was obtained (Figure C). By defining bacterial binding as RFU
> 10 times the array median signal for AF647 or CTO and counting
the
number of times a given peptide was positive for the 12 morphotype
replicates, a small number of peptides (n = 79) were
positive in four or more arrays per morphotype. From these peptides,
we selected 27 peptides for synthesis and subsequent testing based
upon array reactivity and peptide properties (Figure D).
Identification of Synthetic Peptides with
Activity against Mabs during Growth in M7H9, MHB,
and CAMHB
To evaluate
if the 27 synthetic peptides had in vitro activity, Mabs 19977S and Mabs 19977R were incubated with the
peptides at 100 and 10 μM, with or without EDTA (100 μM),
in M7H9 broth, MHB, and CAMHB for 96 h. In M7H9 broth, five peptides
(ASU2001, ASU2009, ASU2019, ASU2056, and ASU2059; 100 μM) exhibited
activity against both morphotypes when EDTA was added (Figure A). Additionally, four peptides
(ASU2060, ASU2061, ASU2062, and ASU2070; 100 μM) were active
against the Mabs 19977S smooth morphotype only, when
EDTA was added (Figure A). When EDTA was not added, the smooth-acting peptides (ASU2060,
ASU2061, ASU2062, and ASU2070; 100 μM) displayed less activity
(Figure B). One peptide
(ASU2001; 100 μM) exhibited activity against the Mabs 19977R rough morphotype in the presence and absence of EDTA (Figure A,B). In culture
medium with cation supplementation (CAMHB), ASU2060 (100 μM)
had activity against both morphotypes when EDTA was added (Figure C). ASU2060 (100
μM) inhibited the Mabs 19977S smooth morphotype
in CAMHB without EDTA (Figure D). In MHB, fourteen peptides (100 μM) exhibited activity
against both morphotypes when EDTA was added (Figure E). Five of the fourteen peptides (ASU2001,
ASU2009, ASU2019, ASU2056, and ASU2059) that had activity against
both morphotypes in M7H9 maintained activity in MHB when EDTA was
added (Figure E).
Three of the four smooth-acting peptides (ASU2061, ASU2062, and ASU2070)
(100 μM) that had activity in M7H9 with EDTA maintained inhibitory
activity in MHB when EDTA was added (Figure E). Without EDTA supplementation, none of
the peptides displayed activity against Mabs in MHB
(Figure F). At lower
concentrations (10 μM), peptides lacked activity against Mabs 19977S and Mabs 19977R morphotypes
in M7H9 broth, CAMHB, or MHB regardless of EDTA supplementation (Supporting Information, Figure S1).
Figure 2
Growth inhibition
assays with the 27 peptides that interacted with Mabs during the peptide microarray screening. MIC assays
with Mabs 19977S and Mabs 19977R
were performed in (A,B) M7H9, (C,D) CAMHB, or (E,F) MHB with peptide
(100 μM) and EDTA (100 μM) or peptide (100 μM) alone.
All experiments were incubated at 37 °C for 72 h. Peptides that
reduced Mabs growth by ≥50% (red hatched lines),
when compared to the growth control OD600, were considered
active. Panels highlight six peptides with consistent inhibitory activity
against Mabs 19977S and Mabs 19977R
in different media. ASU2001—green circles; ASU2009—blue
circles; ASU2019—purple circles; ASU2056—orange circles;
ASU2059—olive green circles; and ASU2060—red circles.
All experiments were performed in triplicate with the average of all
three replicates plotted for each peptide.
Growth inhibition
assays with the 27 peptides that interacted with Mabs during the peptide microarray screening. MIC assays
with Mabs 19977S and Mabs 19977R
were performed in (A,B) M7H9, (C,D) CAMHB, or (E,F) MHB with peptide
(100 μM) and EDTA (100 μM) or peptide (100 μM) alone.
All experiments were incubated at 37 °C for 72 h. Peptides that
reduced Mabs growth by ≥50% (red hatched lines),
when compared to the growth control OD600, were considered
active. Panels highlight six peptides with consistent inhibitory activity
against Mabs 19977S and Mabs 19977R
in different media. ASU2001—green circles; ASU2009—blue
circles; ASU2019—purple circles; ASU2056—orange circles;
ASU2059—olive green circles; and ASU2060—red circles.
All experiments were performed in triplicate with the average of all
three replicates plotted for each peptide.
Mabs Microdilution Inhibitory Assays with Purified
Peptides
The six peptides (ASU2001, ASU2009, ASU2019, ASU2056,
ASU2059, and ASU2060) with activity against Mabs were
synthesized, purified (see Materials and Methods), and subjected to Mabs microdilution inhibitory
assays in MHB, with EDTA (100 μM), for 96 h. From these assays,
ASU2001, ASU2009, ASU2019, and ASU2059 had IC50 values
<1.8 μM and MIC values of 256 μM against Mabs 19977S (Figure A–C,E).
ASU2056 and ASU2060 peptides displayed the greatest potency against Mabs 19977S with MIC values of 32 and 8 μM, respectively
(Figure D,F). Against Mabs 19977R, the six peptides displayed calculated IC50 values that were 8–46 times higher than against Mabs 19977S (Figure ). ASU2001, ASU2019, and ASU2059 peptides revealed IC50 values of 76–82 μM against Mabs 19977R (Figure A,C,E),
while ASU2009 and ASU2056 IC50 values were lower at 52
and 45 μM, respectively (Figure B,D). Like Mabs 19977S, ASU2060 displayed
greatest potency against Mabs 19977R with an IC50 value of 13 μM (Figure F). MICs for all purified peptides against Mabs ATCC19977S and Mabs ATCC19977R are
listed in Table .
Based on the results from the high-throughput HD peptide arrays of
123,816 randomly synthesized peptides and all Mabs microdilution inhibitory assays, two promising hit peptides, ASU2056
and ASU2060, were selected for additional experiments. Notably, not
all potential AMP hits were pursued.
Figure 3
IC50 and MIC values of (A)
ASU2001, (B) ASU2009, (C)
ASU2019, (D) ASU2056, (E) ASU2059, and (F) ASU2060 peptides against Mabs ATCC 19977S smooth morphotype in MHB supplemented with
EDTA (100 μM) for 96 h at 37 °C. Three independent experiments
were performed with the average of all three replicates plotted for
each peptide. Absorbance (OD600) values were normalized
to the growth control (100%), and IC50 values were determined
by nonlinear regression.
Figure 4
IC50 and MIC
values of (A) ASU2001, (B) ASU2009, (C)
ASU2019, (D) ASU2056, (E) ASU2059, and (F) ASU2060 peptides against Mabs ATCC 19977R rough morphotype in MHB supplemented with
EDTA (100 μM) for 96 h at 37 °C. Three independent experiments
were performed with the average of all three replicates plotted for
each peptide. Absorbance (OD600) values were normalized
to the growth control (100%), and IC50 values were determined
by nonlinear regression.
Table 1
MICs of
ASU Inhibitory Peptidesa
peptide
Mabs ATCC19977S MIC (μM)
Mabs ATCC19977R MIC (μM)
E. coli ATCC 25922 MIC (μM)
P.
aeruginosa ATCC 27853 MIC (μM)
MRSA USA300
MIC (μM)
ASU2001
256
256
n.d.
n.d.
n.d.
ASU2009
256
256
n.d.
n.d.
n.d.
ASU2019
256
256
n.d.
n.d.
n.d.
ASU2056
32
>256
16
>32
>32
ASU2059
256
256
n.d.
n.d.
n.d.
ASU2060
8
256
4
8
8
n.d., not determined.
IC50 and MIC values of (A)
ASU2001, (B) ASU2009, (C)
ASU2019, (D) ASU2056, (E) ASU2059, and (F) ASU2060 peptides against Mabs ATCC 19977S smooth morphotype in MHB supplemented with
EDTA (100 μM) for 96 h at 37 °C. Three independent experiments
were performed with the average of all three replicates plotted for
each peptide. Absorbance (OD600) values were normalized
to the growth control (100%), and IC50 values were determined
by nonlinear regression.IC50 and MIC
values of (A) ASU2001, (B) ASU2009, (C)
ASU2019, (D) ASU2056, (E) ASU2059, and (F) ASU2060 peptides against Mabs ATCC 19977R rough morphotype in MHB supplemented with
EDTA (100 μM) for 96 h at 37 °C. Three independent experiments
were performed with the average of all three replicates plotted for
each peptide. Absorbance (OD600) values were normalized
to the growth control (100%), and IC50 values were determined
by nonlinear regression.n.d., not determined.
Peptide Inhibitory Activity against E. coli, P. aeruginosa, K.
pneumoniae, and MRSA USA300 during MHB Growth
To determine if ASU2056 (32 μM; Mabs MIC)
and ASU2060 (8 μM; Mabs MIC) have in vitro
activity against other microorganisms of interest, E. coli, P. aeruginosa, K. pneumoniae, and MRSA USA300 cells
were incubated with the peptides in MHB with and without EDTA (100
μM) for 24 h. Without EDTA supplementation, ASU2056 lacked activity
against the four bacteria (Figure A). In the presence of EDTA, ASU2056 inhibited E. coli at 16 and 32 μM concentrations but
did not alter P. aeruginosa, K. pneumoniae, or MRSA growth (Figure B). ASU2060 displayed bactericidal activity
against E. coli at concentrations of
8 and 4 μM in the absence and presence of EDTA, respectively
(Figure C,D). ASU2060
(8 μM), without EDTA, inhibited P. aeruginosa (Figure C) but lacked P. aeruginosa activity in the presence of EDTA (Figure D). Conversely, ASU2060
(8 μM) with EDTA inhibited MRSA (Figure D) but lacked MRSA activity in the absence
of EDTA (Figure C).
Neither ASU2056 nor ASU2060 had activity against K.
pneumoniae (Figure ). Collectively, the two promising anti-Mabs hit peptides, ASU2056 and ASU2060, also inhibit or kill E. coli, P. aeruginosa, and MRSA.
Figure 5
Antimicrobial activity of (A,B) ASU2056 and (C,D) ASU2060
peptides
against E. coli, K.
pneumoniae, P. aeruginosa, and MRSA. Peptides, at MICs determined against Mabs 19977S, were incubated with bacteria in MHB (B,D) with and (A,C)
without 100 μM EDTA. Three independent experiments were performed
with the average of all three replicates plotted and error bars representing
the standard error of the mean. Log10 change was normalized
to the initial concentration for each replicate. The dashed line indicates
starting concentration, while the dotted line indicates the bactericidal
threshold (99.9%). Regression analyses revealed statistically significant
effects of ASU2056 or SU2060 on bacterial growth. **p < 0.01; ***p < 0.001; and ****p < 0.0001.
Antimicrobial activity of (A,B) ASU2056 and (C,D) ASU2060
peptides
against E. coli, K.
pneumoniae, P. aeruginosa, and MRSA. Peptides, at MICs determined against Mabs 19977S, were incubated with bacteria in MHB (B,D) with and (A,C)
without 100 μM EDTA. Three independent experiments were performed
with the average of all three replicates plotted and error bars representing
the standard error of the mean. Log10 change was normalized
to the initial concentration for each replicate. The dashed line indicates
starting concentration, while the dotted line indicates the bactericidal
threshold (99.9%). Regression analyses revealed statistically significant
effects of ASU2056 or SU2060 on bacterial growth. **p < 0.01; ***p < 0.001; and ****p < 0.0001.
ASU2056 and ASU2060 Peptides
Lack hRBC Hemolytic Activity
To determine if the ASU2056
and ASU2060 exhibit eukaryotic cell
toxicity, the two peptides were evaluated via hRBC hemolytic assays.
The peptides were incubated with 4% hRBC for 1 h and 18 h at 1X, 2X,
and 4X of their Mabs 19977S MIC values. When the
ASU2056 and ASU2060 peptides were incubated for 18 h at 4X MIC concentrations
of 128 and 32 μM, respectively, hRBC hemolysis averaged less
than 1%, suggesting that the peptides do not interact with or target
eukaryotic cell membranes (Figure ).
Figure 6
ASU2056 and ASU2060 peptides lack hRBC cytotoxicity. Human
RBC
hemolytic assays were performed with the ASU2056 and ASU2060 peptides
at 1X, 2X, and 4X Mabs MIC concentrations with incubations
of 1 and 18 h. All experiments, including Triton X-100 controls, were
performed in triplicate with the bars representing the experimental
mean, light gray dots representing individual biological replicates,
and error bars representing the SD. The dotted line indicates 1% hRBC
hemolysis.
ASU2056 and ASU2060 peptides lack hRBC cytotoxicity. Human
RBC
hemolytic assays were performed with the ASU2056 and ASU2060 peptides
at 1X, 2X, and 4X Mabs MIC concentrations with incubations
of 1 and 18 h. All experiments, including Triton X-100 controls, were
performed in triplicate with the bars representing the experimental
mean, light gray dots representing individual biological replicates,
and error bars representing the SD. The dotted line indicates 1% hRBC
hemolysis.
Retained Antimicrobial
Activity Indicates That ASU2060 Is Stable
in Human Serum
To assess the vulnerability of ASU2060 to
human proteolytic degradation during therapeutic treatment, we exposed
ASU2060 to 20% human serum for 1–24 h and subsequently analyzed
ASU2060 bactericidal activity against E. coli. As shown in Figure , ASU2060 (16 μM) retained E. coli bactericidal activity after preincubation with either 20% human
serum or water for 24 h. This finding demonstrates ASU2060 stability
and retention of antimicrobial activity in the presence of human proteases.
Figure 7
ASU2060
is stable in human serum and retains antibacterial activity
when preincubated in human serum for 24 h. ASU2060 (16 μM; 2X
MIC of Mabs) was preincubated in 20% pooled human
serum (red bars) or sterile water (blue bars) at 37 °C prior
to incubation with E. coli ATCC 25922
for 24 h. E. coli growth controls,
0 and 24 h, are shown with light gray and dark gray bars, respectively. E. coli incubations with ASU2060 are shown as light
green bars. Individual biological replicates for the 20% serum and
sterile water experiments are represented as red circles and blue
squares, respectively. Data represent three independent experiments
with SD.
ASU2060
is stable in human serum and retains antibacterial activity
when preincubated in human serum for 24 h. ASU2060 (16 μM; 2X
MIC of Mabs) was preincubated in 20% pooled human
serum (red bars) or sterile water (blue bars) at 37 °C prior
to incubation with E. coli ATCC 25922
for 24 h. E. coli growth controls,
0 and 24 h, are shown with light gray and dark gray bars, respectively. E. coli incubations with ASU2060 are shown as light
green bars. Individual biological replicates for the 20% serum and
sterile water experiments are represented as red circles and blue
squares, respectively. Data represent three independent experiments
with SD.
ASU2060 Inhibits Antibiotic-Susceptible
and Multidrug-Resistant E. coli Clinical
Isolates
We tested the
efficacy of ASU2060 against six E. coli clinical isolates with different antibiotic resistance profiles
(Table ). The ASU2060
MIC against E. coli ATCC 25922 was
determined to be 4 μM which was consistent with previous results
(Figure C). E. coli clinical isolate 23 was susceptible to all
four antibiotics (ciprofloxacin, cefazolin, ampicillin, and nitrofurantoin),
whereas isolates 45 and 47 demonstrated resistance to ciprofloxacin
(Table ). E. coli clinical isolates 36, 97, and 98 were resistant
to ciprofloxacin, cefazolin, and ampicillin (Table ). ASU2060 inhibited all six E. coli clinical isolates with an MIC of 8 μM,
verifying ASU2060 antimicrobial activity against clinically relevant
and multidrug-resistant E. coli strains
(Table ).
Table 2
ASU2060 Inhibits Antibiotic-Resistant E. coli Clinical Isolatesa
E. coli clinical
isolate
Ciprofloxacinb
Ampicillinc
Cefazolind
Nitrofurantoine
ASU2060 MIC (μM)
23
S
S
S
S
8
45
R
S
S
S
8
47
R
S
S
S
8
36
R
R
R
S
8
97
R
R
R
S
8
98
R
R
R
S
8
S = susceptible;
R = resistant.
S ≤
1 μg/mL.
S ≤
8 μg/mL.
S ≤
16 μg/mL.
S ≤
64 μg/mL.
S = susceptible;
R = resistant.S ≤
1 μg/mL.S ≤
8 μg/mL.S ≤
16 μg/mL.S ≤
64 μg/mL.
Discussion
Mabs is a rapidly growing NTM of particular interest
because there are no effective antibiotic treatment options, particularly
for lung infections.[26] This unmet need
has spurred new NTM antibiotic discovery including the discovery of
new AMPs. To identify novel AMP candidates, a library of random sequence
peptides was screened for Mabs binding. The peptide
microarray screening method described in this study demonstrates several
important features. The flexibility of the synthesis system enables
production of diverse peptide libraries, including the use of less
expensive d-amino acids and other noncanonical amino acids
that offer improved protease stability or side-chain diversity.[38] Also important to this method’s success,
the peptide libraries are random sequences, enabling screening and
discovery of new, atypical, or novel cellular interactions with unique
mechanisms of action. Third, the diverse phenotypic screening approach
is adaptable for different microorganisms.[37,39,44] Finally, the large number of replicate microarrays
produced with the photolithographic synthetic approach empowers experimental
screening designs with large numbers of replicates or screening conditions.
These important features and flexibility enable the design of screens
that produce viable hits, even for challenging organisms, such as Mabs.Mabs was screened against 125,000
synthetic peptides,
containing both d- and l-amino acids, on an HD peptide
microarray, identifying 79 interacting peptides,of which 6 interacting
peptides were 17 amino acids long with 4–6 positively charged
amino acids (Table ). MIC assays in M7H9, CAMHB, and MHB culture media identified six
peptides that inhibited Mabs. Reasons for why most
of the peptides were not active against Mabs are
unknown and could be due to the chemical composition of the peptides
(charge, hydrophobicity, sequence, organization, d/l amino
acid ratio, secondary structure, etc). Additionally, we only tested
low (10 μM) and high (100 μM) concentrations of the 27
peptides, and nonactive peptides lacked anti-Mabs activity at the high concentration (100 μM). However, these
nonactive peptides could be active at > 100 μM concentrations.
The six Mabs inhibitory peptides that were selected
for further screening were hydrophobic (24–47%), nonacidic
and were rich in Arg, Val, Asn, and Phe (Table ). The peptides (ASU2001, ASU2009, ASU2019,
ASU2056, ASU2059, and ASU2060) were further screened against both Mabs smooth and rough morphotypes to determine the impact
of cell wall glycopeptidolipids (GPLs) on activity. All six peptides
displayed increased activity against the Mabs smooth
morphotype, suggesting that interactions with cell wall GPLs are important
for antibacterial activity. Additionally, all peptides exhibited increased
inhibition in the presence of EDTA, further suggesting that sequestering
divalent metal cations enhances peptide interactions with Mabs.
Table 3
Peptides with Mabs Inhibitory Activity
peptide name
peptide sequencea
molecular
weight (Daltons)
number of
positively charged residues
hydrophobicity
(%)
ASU2001
QFNGrSkaAkVNFwrka
2007.37
5
41
ASU2009
rYGlSkArkVNQFrkal
2034.51
6
35
ASU2019
rVGPSAPHNlFrrkSal
1905.29
5
47
ASU2056
QrwGlSlAPYkNFrrlS
2091.50
4
41
ASU2059
YGrSArYNrrklGalSG
1924.27
5
24
ASU2060
VGrwSArYNFrwrkSGl
2138.51
5
35
Lower-case letters
signify d-amino acids.
Lower-case letters
signify d-amino acids.The two most potent peptides, ASU2056 and ASU2060, were tested
for red blood cell toxicity and neither exhibited significant hRBC
hemolytic activity even after prolonged incubation (18 h). ASU2060
was tested for serum stability and retained antibacterial activity
after preincubation in human serum for 24 h. This level of serum stability,
potent activity, along with low initial toxicity assessment suggests
that ASU2060 is a strong parent scaffold for further development and
activity improvement.The phenotypic screen described here focused
on a single, highly
resistant mycobacterial pathogen and emphasizes the potential of phenotypic
screening approaches as a discovery method for difficult-to-treat
targets. Most of the known AMPs are derived from natural sources,
such as frog skin secretions and toxins from other species; however,
these AMPs can have unwanted side effects, such as instability and
toxicity.[45] Our peptides are synthetic,
contain d-amino acids to prevent proteolysis, maintain stability
and antimicrobial activity after incubation with human serum, and
lack toxicity against hRBCs. These identified peptides are an excellent
starting point for AMP development against Mabs,
as well as other resistant bacterial pathogens. Future directions
include optimization of the two most active peptides, ASU2056 and
ASU2060, to improve potency against Mabs while maintaining
low cytotoxicity and serum stability, as well as elucidation of their
mechanisms of action.
Authors: John C Lainson; Seth M Daly; Kathleen Triplett; Stephen Albert Johnston; Pamela R Hall; Chris W Diehnelt Journal: ACS Med Chem Lett Date: 2017-07-07 Impact factor: 4.345
Authors: Jun Lei; Lichun Sun; Siyu Huang; Chenhong Zhu; Ping Li; Jun He; Vienna Mackey; David H Coy; Quanyong He Journal: Am J Transl Res Date: 2019-07-15 Impact factor: 4.060
Authors: Stephen Albert Johnston; Valeriy Domenyuk; Nidhi Gupta; Milene Tavares Batista; John C Lainson; Zhan-Gong Zhao; Joel F Lusk; Andrey Loskutov; Zbigniew Cichacz; Phillip Stafford; Joseph Barten Legutki; Chris W Diehnelt Journal: Sci Rep Date: 2017-12-14 Impact factor: 4.379