Antimicrobial peptides (AMPs) are widely studied as therapeutic agents due to their broad-spectrum efficacy against infections. However, their clinical use is hampered by the low in vivo bioavailability and systemic toxicity. Such limitations might be overcome by using appropriate drug delivery systems. Here, the preparation of a drug delivery system (DDS) by physical conjugation of an arginine-rich peptide and hydrothermal carbon nanoparticles (CNPs) has been explored, and its antimicrobial efficacy against Eschericia coli (E. coli) and Staphylococcus aureus investigated in comparison with the unloaded carrier and the free peptide. The mechanism of interaction between CNPs and the bacteria was investigated by scanning electron microscopy and a combined dielectrophoresis-Raman spectroscopy method for real-time analysis. In view of a possible systemic administration, the effect of proteins on the stability of the DDS was investigated by using albumin as a model protein. The peptide was bounded electrostatically to the CNPs surface, establishing an equilibrium modulated by pH and albumin. The DDS exhibited antimicrobial activity toward the two bacterial strains, albeit lower as compared to the free peptide. The decrease in effectiveness toward E. coli was likely due to the rapid formation of a particle-induced extracellular matrix. The present results are relevant for the future development of hydrothermal CNPs as drug delivery agents of AMPs.
Antimicrobial peptides (AMPs) are widely studied as therapeutic agents due to their broad-spectrum efficacy against infections. However, their clinical use is hampered by the low in vivo bioavailability and systemic toxicity. Such limitations might be overcome by using appropriate drug delivery systems. Here, the preparation of a drug delivery system (DDS) by physical conjugation of an arginine-rich peptide and hydrothermal carbon nanoparticles (CNPs) has been explored, and its antimicrobial efficacy against Eschericia coli (E. coli) and Staphylococcus aureus investigated in comparison with the unloaded carrier and the free peptide. The mechanism of interaction between CNPs and the bacteria was investigated by scanning electron microscopy and a combined dielectrophoresis-Raman spectroscopy method for real-time analysis. In view of a possible systemic administration, the effect of proteins on the stability of the DDS was investigated by using albumin as a model protein. The peptide was bounded electrostatically to the CNPs surface, establishing an equilibrium modulated by pH and albumin. The DDS exhibited antimicrobial activity toward the two bacterial strains, albeit lower as compared to the free peptide. The decrease in effectiveness toward E. coli was likely due to the rapid formation of a particle-induced extracellular matrix. The present results are relevant for the future development of hydrothermal CNPs as drug delivery agents of AMPs.
Infectious
diseases remain an important cause of morbidity and
mortality worldwide, especially in low-income countries.[1] Despite the positive impact of antibiotics and
the advances of research over the years, the control and eradication
of infectious diseases are still challenging. In particular, antibiotic
overuse and misuse have promoted the onset of antibiotic resistance
with potentially devastating consequences for human health.[2] Thus, novel antibiotic treatments are urgently
needed.Recent studies bring attention to the development of
peptide-based
drugs possessing the ability to kill bacteria resistant to common
antibiotics.[3] Cationic antimicrobial peptides
(AMPs) have been discovered more than four decades ago. They are constituted
by a low number of amino acids and are characterized by a net positive
charge, as well as a high proportion of hydrophobic residues, which
together provide them with amphipathic properties.[4] Thanks to their rapid and high efficacy as compared with
other antimicrobial agents,[5] and their
low susceptibility to induce drug resistance due to their multiple
sites of action, AMPs are less likely to promote resistance and have
been proposed as a valid alternative to conventional antibiotics.
It was shown that AMPs display a broad-spectrum action toward bacteria,
fungi, and viruses and demonstrated a capacity to eradicate biofilms.[6]In spite of their promising properties,
AMPs suffer from reduced
in vivo antimicrobial action due to their low plasma half-life and
degradation by proteolytic enzymes or low-pH environments, e.g., in
the stomach or infected tissues. Several approaches have been proposed
to avoid proteolysis, such as the use of d-amino acids or
synthetic analogues of peptides. Another approach is the use of nanoparticles-based
drug delivery systems (DDSs), which can enhance the antimicrobial
efficacy and selectivity of the peptide, decrease the systemic toxicity,
and extend their biostability.[7−11] A wide number of DDSs have been proposed, such as lipid-based nanoparticles,
polymers, or metals.[9]Carbon-based
nanomaterials (CNMs) are a class of materials attracting
interest as multifunctional drug delivery systems due to their biocompatibility
and rich chemistry that allow functionalization with targeting agents
and drugs.[12,13] CNMs have been extensively proposed
both as antimicrobial agents on their own or as drug delivery systems.
However, few examples of conjugation with AMPs exist.[11] Carbon nanoparticles (CNPs) obtained by hydrothermal carbonization
possess several advantages over other CNMs as they are easy to prepare
with a defined size by a one-pot synthesis.[14] CNPs are composed of elemental carbon, mainly amorphous, and are
decorated by acidic carboxylic groups at the surface.[14] Exhibiting a high negative surface charge, CNPs form highly
stable suspensions at all pH values.[14] These
functionalities also make them suitable as carriers of cationic peptides
that might be bonded to the nanoparticle surface by electrostatic
interactions. Other important advantages of CNPs are their biocompatibility.
In fact, they exhibit no cytotoxicity against the cells of the immune
system[14] and are hemocompatible.[15] Finally, previous data suggest that CNPs are
not biopersistent due to degradation by neutrophils.[16]The aim of this study was the preparation of a nanoformulation
based on the physical conjugation of CNPs with the antimicrobial peptides
Bac8c2,5 Leu, and the evaluation of the antibacterial
activity of CNPs and peptide-loaded CNPs against Staphylococcus
aureus (S. aureus) and Escherichia
coli (E. coli). Both strains are already
well characterized in literature and usually used as models for Gram-positive
(Gram+) and Gram-negative (Gram−) organisms, respectively.
Furthermore, they are both involved in frequent diseases and infections
such as those associated with the urinary tract,[17] skin lesions, or endocarditis[18] which are all commonly treated with antibiotics contributing to
the insurgency of resistance. The cationic peptide Bac8c2,5Leu (Scheme ) has been
chosen. This AMP has been synthesized for the first time in 2014,[19] starting from the sequence of Bac2A,[20] a modified variant of the natural peptide Bactenecin,
a decapeptide discovered in bovine neutrophils.[21] It exhibits a low minimal inhibitory concentration against S. aureus (8 μg/mL, 6.75 μM) and other medically
relevant bacteria, and it is effective in eradicating S. aureus biofilm infection in vitro.[3] The presence
of three positively charged arginine residues connected by five nonpolar
amino acids makes this peptide a good candidate for the physical conjugation
with CNPs.
Scheme 1
Structures of (a) Bac8c2,5 Leu and
(b) SL-Bac8c2,5 Leu
The effect of albumin on the release of the peptide has also been
studied to get insight into the stability of the DDS in biological
fluids.
Results
Synthesis of CNPs
Hydrothermal CNPs
were synthesized in two different sizes, hereafter referred to as
small (CNP-S) and large (CNP-L), by modifying the synthetic parameters
as described in the Experimental Section.
The hydrodynamic diameters (dH) distribution
in water of the two CNPs batches are compared in Figure A. CNP-S appeared monodisperse
(polydispersion index, PDI < 0.1), while CNP-L exhibited a slightly
wider size range. The mean dH were 132
and 243 nm, respectively. The colloidal suspensions in water were
very stable, because of the highly negative ζ-potential of the
particles (−52,7 mV).
Figure 1
Size distribution of CNPs monitored by dynamic
light scattering
(DLS) and scanning electron microscopy (SEM). (A) Hydrodynamic diameter
distribution of CNP-S and CNP-L in water. (B) Hydrodynamic diameter
distribution changes following functionalization of CNP-S with Bac8c2,5Leu or SL-Bac8c2,5Leu. Hydrodynamic diameters
(dH) distribution (% intensity) is expressed
as the mean value of 3 measurements ± SD. Representative SEM
images of (C) CNP-L and (D) CNP-S.
Size distribution of CNPs monitored by dynamic
light scattering
(DLS) and scanning electron microscopy (SEM). (A) Hydrodynamic diameter
distribution of CNP-S and CNP-L in water. (B) Hydrodynamic diameter
distribution changes following functionalization of CNP-S with Bac8c2,5Leu or SL-Bac8c2,5Leu. Hydrodynamic diameters
(dH) distribution (% intensity) is expressed
as the mean value of 3 measurements ± SD. Representative SEM
images of (C) CNP-L and (D) CNP-S.SEM analysis (Figure C,D) showed spherical particles, with geometrical diameters of 129
± 22 and 239 ± 85 nm, respectively, compatible with the
hydrodynamic diameter values (Figure A). CNP-L appeared to be less homogeneous than CNP-S,
being composed of different populations of particles of different
sizes.
Effects of CNP-S and CNP-L on the S. aureus and E. coli Cell viability
The vitality of bacteria was analyzed after 0.25, 24, and 48 h
of incubation with three concentrations of CNPs in PBS. This test
is a standard methodology[22] used to evaluate
possible bactericidal effects induced by antibiotics in a simplified
and controlled system. This medium was chosen since standard culture
media contain proteins, carbohydrates, and salts, which could adsorb
onto the CNPs surface, thus modifying their action on bacterial cells. Figure shows the average
of the vital colonies counted at each time point and expressed as
CFUs/mL of S. aureus and E. coli, respectively, alone or in the presence of CNP-L.
Figure 2
Effect of CNP-L on the
vitality of S. aureus SH1000
and E. coli MG1655. Viable counts (CFUs) of (A) S. aureus SH1000 and (B) E. coli MG1655
after 0, 24, and 48 h. Bacteria were grown in PBS without CNPs as
CTRL—or in the presence of CNPs at concentrations of 53.3,
26.7, and 13.3 μg/mL. Each experiment was replicated three independent
times. *, p value < 0.05; **, p value < 0.01.
Effect of CNP-L on the
vitality of S. aureus SH1000
and E. coli MG1655. Viable counts (CFUs) of (A) S. aureus SH1000 and (B) E. coli MG1655
after 0, 24, and 48 h. Bacteria were grown in PBS without CNPs as
CTRL—or in the presence of CNPs at concentrations of 53.3,
26.7, and 13.3 μg/mL. Each experiment was replicated three independent
times. *, p value < 0.05; **, p value < 0.01.S. aureus showed a decrease in the number of vital
bacterial cells over time in the absence of particles, likely due
to the lack of nutrients. This was in fact not observed in standard
bacterial culture medium (MH broth) (Supporting Information, Figure S1). CNP-L do not demonstrate bactericidal
effects, but instead, they seem to maintain a bacterial growth similar
to that of the inoculum (Figure A). These results suggest that CNPs may have been used
by Gram+ bacteria as a carbon and energy source. Even though no data
are present in literature on the possible degradation by S.
aureus of hydrothermal carbon nanoparticles, few studies
report the capability of some bacteria communities to degrade other
carbon nanomaterials.[23−25]E. coli appeared more resistant
to the lack of
nutrients (Figure B) compared to S. aureus. A slight but statistically
significant decrease of the vitality in comparison with the negative
control was observed at the highest CNPs concentrations, albeit the
effect decreased over time. The antimicrobial activity of CNP-L was
also evaluated in MH broth (Supporting Information, Figure S1). In this case, CNP-L did not elicit any activity
on both strains.CNP-S elicited similar effects on both the
bacterial strains (Supporting
Information, Figure S2).
Mechanism of Interaction of CNP-L with S. aureus and E. coli
To investigate
whether the observed effect on the bacteria vitality was due to a
direct interaction of the CNPs with the cells, Raman spectroscopy
and SEM were used. Unfortunately, both bacteria and CNPs concentrations
were too low in our experimental conditions to be detected with conventional
Raman spectroscopy. The dielectrophoresis (DEP) technique overcame
this problem by increasing the local bacteria concentration in specific
volumes of a specially conceived cell, which can be then analyzed
with Raman spectroscopy.[26]CNPs are
mainly composed of amorphous elemental carbon, and therefore their
detection in cells is not straightforward. However, vibrational bands
generated by few crystalline domains present in the CNPs bulk structure
allow their identification.[14] Raman spectroscopy
also allows rapid detection and characterization of bacterial chemical
fingerprints directly in suspension without the need of any chemical
labels or complex sample preparation. The Raman fingerprints of the
two bacteria, of PBS and of a suspension of CNP-L in water are shown
in the Supporting Information (Figure S2).Representative DEP–Raman measurements on S. aureus and E. coli exposed to the CNP-L
for 0.25 and 24
h are shown in Figure .
Figure 3
DEP–Raman analysis of the interaction of CNP-L with S. aureus and E. coli. DEP–Raman
spectra of (A, B) S. aureus SH1000 and (C, D) E. coli MG1655 in the absence or presence of CNP-L (53 μg/mL)
after 0.25 and 24 h of incubation. For each bacterial strain two different
signals were recorded, focalizing the Raman microscope in regions
of the same sample in which the ECM was (B, D) or was not (A, C) present.
Each line represents the normalized average of three Raman spectra
recorded during three independent experiments.
DEP–Raman analysis of the interaction of CNP-L with S. aureus and E. coli. DEP–Raman
spectra of (A, B) S. aureus SH1000 and (C, D) E. coli MG1655 in the absence or presence of CNP-L (53 μg/mL)
after 0.25 and 24 h of incubation. For each bacterial strain two different
signals were recorded, focalizing the Raman microscope in regions
of the same sample in which the ECM was (B, D) or was not (A, C) present.
Each line represents the normalized average of three Raman spectra
recorded during three independent experiments.The Raman spectra of the samples not exposed to the CNPs showed
no differences at the two time points for both strains (Figure , yellow and green lines),
while two different Raman signals ascribable to CNPs (Figure A,C) or to extracellular matrix
(ECM) components (Figure B,D) were detected in the Raman spectra of both bacteria.[27] For S. aureus both CNPs and
ECM signals were visible only after 24 h of exposition to the CNPs
(Figure A,B, red lines),
while in the case of E. coli (Figure C,D) these signals were already visible after
a few minutes of incubation with CNPs (Figure C,D, blue lines), indicating a faster interaction
between cells and CNPs for E. coli than for S. aureus. The observed CNPs Raman signal is evidenced by
an increase of the band intensity in the 1600–1200 cm–1 region. This increase is ascribable to the summation of the G and
D bands distinctive of the CNPs (1585 and 1360 cm–1)[14] to the background due to the medium
and indicates the association between bacteria and CNPs. In fact,
the dielectrophoresis (DEP) forces act selectively on the bacterial
cells and not on free CNPs. Moreover, since the samples were washed
to remove unbound CNPs from the suspension, any Raman signal ascribable
to CNPs corresponds to particles either bound to the bacterial surface
or internalized. This interaction between bacteria and CNPs was further
confirmed by the presence of ECM Raman signals, which were observed
in different regions of each of the two bacterial samples.To
confirm the physical interaction of CNP-L with bacterial cells,
SEM analysis was performed immediately after the inoculum and after
24 h of incubation in the presence of the highest concentration of
CNP-L (53.3 μg/mL). The SEM images are shown in Figure . S. aureus cells exhibit a spherical morphology similar to CNP-L but can be
distinguished because they are three times bigger in size than CNP-L
(red circles).
Figure 4
SEM analysis of the interaction of CNP-L withS.
aureus and E. coli. Representative SEM images
of S. aureus SH1000 (left) and E. coli MG1655
(right) after 0.25 h (top) and 24 h (bottom) of incubation with 53.3
μg/mL of CNP-L. The red circles indicate the bacterial cells
of S. aureus SH1000.
SEM analysis of the interaction of CNP-L withS.
aureus and E. coli. Representative SEM images
of S. aureus SH1000 (left) and E. coli MG1655
(right) after 0.25 h (top) and 24 h (bottom) of incubation with 53.3
μg/mL of CNP-L. The red circles indicate the bacterial cells
of S. aureus SH1000.For both bacteria the formation of a large amount of extracellular
matrix that englobes both CNPs and bacteria is visible and more evident
for E. coli especially after 24 h of incubation.
These results are in line with the DEP–Raman findings and confirm
the fast interaction between bacteria and CNPs leading to a chemical
signaling that induces bacteria to produce ECM, which is enhanced
over time.
Preparation of Bac8c2,5Leu @CNP-S
and Evaluation of the Desorption Index
Bac8c2,5Leu (H-RLWVLWRR-NH2) was synthesized by microwave assisted
solid-phase synthesis and characterized by analytical RP-HPLC and
mass spectrometry (ESI+-MS) (Supporting Information, Figure S4A,B). Mass spectrometric analysis revealed
a molecular weight of Bac8c2,5Leu equal to 1183.4, a peak
at 395.5 corresponding to the [Bac8c2,5Leu + 3H+]3+ ion, and a peak at 592.6 of the [Bac8c2,5Leu + 2H+]2+ ion. The absence of other peaks in
the MS spectra furtherly indicates the successful assembly and purification
of the peptide.CNP-S were selected as nanocarriers for the
peptide because they exhibit a larger loading surface area with respect
to CNP-L. Loading was performed by physical adsorption (simple incubation
of the peptide with CNP-S), exploiting the electrostatic interaction
between the cationic peptide and the negatively charged surface of
CNPs. Different concentrations of AMP were tested in order to achieve
a drug delivery system (DDS) stable in aqueous media, and characterized
by the highest possible loading capacity. At the highest concentrations,
loading-induced visible aggregation of the CNPs due to the shift of
the nanoparticles ζ-potential toward less negative values, reducing
the electrostatic repulsion among particles and, in turn, the colloidal
stability (data not shown). By decreasing the concentration, a stable
colloidal suspension was obtained (PDI = 0.11). A mean hydrodynamic
diameter slightly higher than the unloaded sample (203.8 nm) was obtained.
The ζ-potential was less negative (−25.9 mV) than the
pristine CNPs confirming the actual presence of the peptide at the
surface.The size distribution was further evaluated by nanoparticle
tracking
analysis (Supporting Information, Figure S5) that revealed a major population in the 50–200 nm range
and a mean hydrodynamic diameter of 119.8 nm.The quantification
of the amount of peptide loaded onto CNPs was
performed by using an indirect method. After incubation of CNPs in
the peptide solution, the nanoparticles were separated by centrifugation
and the residual peptide in the supernatant was quantified by means
of fluorescence (Supporting Information, Figure S5). The peptide was almost totally absorbed onto the nanoparticles,
thus resulting in a DDS with a final concentration of 0.3 mg o Bac8c2,5Leu/(mg of CNPs), equal to 5.5 molecules/(nm2 of CNPs surface area).Evidence of the affinity of the peptide
for the surface of the
CNPs was obtained by electronic paramagnetic resonance (EPR) spectroscopy,
by using the spin-labeled peptide (SL-Bac8c2,5Leu) (Scheme b). Synthesis and
characterization of the labeled peptide are reported in the Supporting
Information (Figure S3C). CNP-S loaded
with the labeled peptide resulted in a colloidal suspension with a dH distribution completely overlapped with those
of Bac8c2,5Leu- @CNP-S (Figure B). Figure A reports the EPR spectra of the free peptide SL-Bac8c2,5Leu in PBS 10 mM at pH 7.4, which is typical of a labeled
peptide freely tumbling in solution, characterized by narrow line
widths and short correlation times (τC ∼ 0.2
ns). Figure B shows
the EPR pattern of the SL-Bac8c2,5Leu @CNPs suspended in
PBS 10 mM at pH 7.4. This derives from the overlap of two different
components characterized by distinct line widths and rotational correlation
times, τC. The first one is analogous to the freely
tumbling peptide in solution (component 1), whereas the second is
characterized by large line width and high correlation times τC ∼ 3.0 ns (component 2): these last features are typical
of a strongly immobilized peptide. This demonstrates the presence
of an adsorption equilibrium between the free peptide and the peptide
immobilized onto the CNPs. A rough estimate of the relative proportion
of the two components is expressed by the intensity ratio of the narrow
left line of the first component vs the large central line of the
second component (line 1/line 2 in panel B); this ratio has the meaning
of a desorption index (DI).
Figure 5
EPR analysis of SL-Bac8c2,5Leu and
SL-Bac8c2,5Leu@CNP-S. EPR spectra of (A) the free peptide
SL-Bac8c2,5Leu in PBS 10 mM pH 7.4 and (B) the suspension
of SL-Bac8c2,5Leu@CNP-S in PBS 10 mM pH 7.4. Component
1 corresponds to SL-Bac8c2,5Leu desorbed from the CNPs
surface; component 2 corresponds
to the adduct SL-Bac8c2,5Leu @CNPs (peptide adsorbed onto
the CNPs surface). A desorption index (DI) has been calculated as
the intensity ratio of line 1 over line 2.
EPR analysis of SL-Bac8c2,5Leu and
SL-Bac8c2,5Leu@CNP-S. EPR spectra of (A) the free peptide
SL-Bac8c2,5Leu in PBS 10 mM pH 7.4 and (B) the suspension
of SL-Bac8c2,5Leu@CNP-S in PBS 10 mM pH 7.4. Component
1 corresponds to SL-Bac8c2,5Leu desorbed from the CNPs
surface; component 2 corresponds
to the adduct SL-Bac8c2,5Leu @CNPs (peptide adsorbed onto
the CNPs surface). A desorption index (DI) has been calculated as
the intensity ratio of line 1 over line 2.The SL-Bac8c2,5Leu @CNP-S system was monitored by EPR
spectroscopy up to 160 h, to get information about the stability of
the SL-Bac8c2,5Leu@CNPs adduct at pH 7.4. The plot of DI
vs time shows that a slow peptide release occurred in the observed
time range (Supporting Information, Figure S6); nevertheless, EPR data prove that a significant peptide fraction
kept bound to CNPs along the whole time range. Interestingly, the
comparison with a sample kept at pH 4 shows a marked peptide desorption
at acidic pH value (Supporting Information, Figure S8). Because the surface of CNPs is rich in protonable residues,
this evidence suggests the electrostatic nature of the interaction
between Bac8c2,5Leu and CNP-S. The SL-Bac8c2,5Leu@CNP-S system is stabilized by ionic pairs involving the negatively
charged residues on the CNPs surface and the positively charged side
chains of the amino acids found in Bac8c2,5Leu. As pH is
lowered, the rate of unprotonated groups on the CNPs surface decreases
and the interaction between Bac8c2,5Leu and CNP-S is destabilized.
Stability of the SL-Bac8c2,5Leu@CNP-S
Adduct in the Presence of Proteins
Bovine serum albumin
(BSA) was used as a model protein to investigate protein competition
with Bac8c2,5Leu peptide for the CNPs surface. In fact,
albumin is the most abundant protein in plasma, and it has been shown
abundant in the hard corona of CNPs.[15] The
competition of BSA toward SL-Bac8c2,5Leu for the adsorption
sites on the surface of CNPs was investigated through EPR spectroscopy,
DLS, and electrophoretic light scattering (ELS).The SL-Bac8c2,5Leu@CNP-S system was incubated either with an equimolar
amount of BSA or a 6 M excess of BSA, respectively, at the physiological
pH 7.4 and at pH 4.0, which is typical of inflamed tissues. The measured
DI are reported in Table S1.At pH
4.0 the system undergoes peptide desorption to a much higher
extent in the absence than in the presence of BSA; in addition, the
DI values with equimolar and excess BSA are comparable (Supporting
Information, Table S1). These data suggest
that, at pH 4, BSA inhibits peptide desorption to some extent, possibly
through the formation of a BSA layer on top of the peptide layer;
this would explain the absence of any significant competition between
BSA and SL-Bac8c2,5Leu for the CNPs surface. Interestingly,
the EPR spectral pattern of SL-Bac8c2,5Leu is not affected
by BSA adsorption: both spectral line width and correlation time are
almost unchanged. Hence, BSA adsorption does not foster significant
conformational changes in the adsorbed peptide (data not shown).A rather distinct behavior is observed at pH 7.4. The DI value
of the sample incubated with a molar excess of BSA is significantly
higher as compared to the sample with an equimolar amount of BSA.
In addition, peptide desorption in the presence of BSA is markedly
higher at this pH value as compared to pH 4.0. These data suggest
a competitive effect of BSA toward the peptide, not observed at pH
4.0. As BSA becomes predominantly negatively charged above its isoelectric
point (IP) value (4.7), it may compete with CNPs for the peptide.In order to confirm the molecular mechanism of interaction of BSA
with CNPs, DLS and ELS analyses were performed (Supporting Information, Figure S8). The presence of BSA does not significantly
modify the hydrodynamic diameter of the system, indicating the absence
of agglomeration processes. On the other hand, a marked shift of the
ζ-potential toward less negative values was observed, induced
by the progressive covering of the nanoparticles surface by BSA. In
conclusion, at neutral pH, BSA increased the rate of peptide release,
whereas its release was inhibited. These results are relevant in terms
of bioavailability of the peptide in different human body compartments.
In Vitro Antibacterial Efficacy of Bac8c2,5Leu@CNP-S
The antibacterial activities of the free
peptide and of the Bac8c2,5Leu@CNP-S system toward E. coli and S. aureus were evaluated and
compared with that of CNP-S alone. In Figure the kinetics of the interactions (2, 5,
and 24 h) at different concentrations are reported. The data expressed
as logarithmic differences of bacterial viability against CTRL- and
CNP-S are in Tables S2 and S3, Supporting
Information. Three different concentrations of CNP-S and Bac8c2,5Leu@CNP-S (13.3, 26.7, and 53.3 μg/mL), were used,
while the free Bac8c2,5Leu was tested at concentrations
identical to that loaded onto the surface of the CNP-S (4, 8, and
16 μg/mL).
Figure 6
Bactericidal effect of Bac8c2,5Leu and Bac8c2,5Leu@CNP-S against bacteria. (A, A′) S. aureus SH1000 and (B, B′) E. coli MG1655. Upper
panels, Bac8c2,5Leu@CNP-S vs unloaded CNP-S; lower panels,
Bac8c2,5Leu@CNP-S vs free peptide. Bacteria were grown
in the presence of CNP-S (white bars) at concentrations of 53.3, 26.7,
and 13.3 μg/mL or free Bac8c2,5Leu (blue bars) at concentrations
equal to those loaded onto CNPs (16, 8, and 4 μg/mL, respectively),
or in the presence of Bac8c2,5Leu@CNP-S system (orange bars) at the
three combined concentrations of AMP and CNPs. *, p value < 0.05; **, p value < 0.01 Red stars,
significance against CNP-S; black stars, significance against CTRL-.
Bactericidal effect of Bac8c2,5Leu and Bac8c2,5Leu@CNP-S against bacteria. (A, A′) S. aureus SH1000 and (B, B′) E. coli MG1655. Upper
panels, Bac8c2,5Leu@CNP-S vs unloaded CNP-S; lower panels,
Bac8c2,5Leu@CNP-S vs free peptide. Bacteria were grown
in the presence of CNP-S (white bars) at concentrations of 53.3, 26.7,
and 13.3 μg/mL or free Bac8c2,5Leu (blue bars) at concentrations
equal to those loaded onto CNPs (16, 8, and 4 μg/mL, respectively),
or in the presence of Bac8c2,5Leu@CNP-S system (orange bars) at the
three combined concentrations of AMP and CNPs. *, p value < 0.05; **, p value < 0.01 Red stars,
significance against CNP-S; black stars, significance against CTRL-.As previously observed for the CNP-L, a statistically
significant
maintenance of the bacterial vitality over time compared to the negative
controls was observed for S. aureus already after
5 h (0.6 log) following treatment with CNP-S, while E. coli exhibited a significant decrease of vitality after shorter time
(0.35 log after 2 h) at the highest CNP-S concentration which is lost
over time. This confirms a rapid interaction of the latter bacteria
with CNPs (Figure A,B).The free peptide was more active toward E. coli than S. aureus (Figure A′,B′), inducing a significant
(p < 0.05) reduction of cellular viability (1
log) in comparison with the negative control already after 2 h from
the inoculum already at the lowest concentration (4 μg/mL).
Different reasons might account for these differences. Being positively
charged, peptide Bac8c2,Leu is expected to target the negatively
charged outer membrane of bacterial cells, with a lower efficiency
toward Gram-negative due to their complex surface organization.[21] There are, however, examples of antimicrobial
peptides having high affinity for the negatively charged LPS present
in large quantities in the outer membrane of Gram-negative bacteria.[28] Wu and Hancock[28] proposed
that this electrostatic interaction is fundamental to enhance the
initial approach with the bacterial cells, which promotes the permeabilization
of the bacterial outer membrane leading to an uptake of the AMP. This
might explain the observed higher bactericidal effects detected at
shorter times on E. coli with respect to S. aureus. Moreover, the high ratio of hydrophobic to charged
units in Bac8c2,Leu should benefit the anti-Gram-negative
activity.[29] Previous studies reported that E. coli exposed to sublethal concentrations of Bac8c peptides
resulted in deleterious downstream events on the cell membrane almost
immediately after the inoculum. However, the bacteria defense systems
were sufficient for full recovery with time.[30]Bac8c2,5Leu@CNP-S system induced a significant
reduction
of vitality of S. aureus (p value
< 0.01) after 24 h from the inoculum at the highest concentration
(Figure A). This effect
was significantly higher than that obtained with CNP-S alone at all
concentrations, but lower than the free peptide (Figure A′). Oppositely to the
free peptide (Figure B′), it displayed on E. coli a very small
but significant reduction of bacterial growth after a short time of
exposure to the system, an effect that disappeared after 24 h of incubation
(Figure B).
Discussion
Among the different approaches proposed
to improve the in vivo
bioavailability of antimicrobial peptides (AMPs) and to reduce their
systemic toxicity, delivery systems appear to have the highest potential.[7−11,31] AMPs delivery systems may be
produced by encapsulation, covalent conjugation, or surface attachment
of the peptide to the nanocarrier.[31] In
the present study, the production of delivery systems by physical
adsorption of the cationic peptides with biocompatible[17,19] hydrothermal carbon nanoparticles (CNPs) has been explored. Physical
adsorption has the advantage with respect to covalent grafting or
encapsulation because of the simpler methodology, higher yield, and,
possibly, higher bioavailability of the peptide in the resulting product.
CNPs are composed of elemental carbon but exhibit at the surface acidic
groups that are dissociated at pH range 2–10.[14] The nanoparticles are, therefore, negatively charged. The
surface density of the acidic groups has been estimated to be 3 groups/nm2, leading to a highly negative ζ-potential.[14]The Bac8c2,5Leu peptide was
chosen not just because
of its high antimicrobial activity but also for its structure. The
presence of three positively charged arginine residues allows the
formation of strong ionic bonds with the surface, whereas the nonpolar
amino acids may interact with hydrophobic patches on the CNPs’
surface. EPR spectroscopy showed that the adsorption of the Bac8c2,5Leu peptide onto the surface of CNPs is partially reversible:
this implies its slow release in solution. The presence of an adsorption/desorption
equilibrium supports the hypothesis that electrostatic forces are
mainly responsible for the formation of the Bac8c2,5Leu@CNP-S system; this is further confirmed by the pH dependence of
the peptide release rate from the surface of CNPs. However, we cannot
exclude the contribution of hydrophobic interactions, as a relevant
amount of peptide keeps bound to CNPs over time. Overall, these data
indicate that the stability of the Bac8c2,5Leu@CNP-S system
is influenced by acid–base equilibria involving protonable
moieties on the surface of CNPs. Interestingly, the system is pH responsive
and exhibits a higher desorption rate of the peptide at acidic pH,
which is typical of inflamed tissues.The antimicrobial activity
of the nanocarrier alone or loaded with
the peptide has been investigated against Staphylococcus aureus and Escherichia coli.CNPs synthesized in
two different sizes exhibit no or transient
bactericidal effect on both strains. These results were expected since
the CNPs used in the present study are spherical and exhibit a smoothed,
negatively charged and highly hydrophilic surface.[14] In fact, 1D/2D carbon structures such as CNTs,[32] graphene, or graphene oxide[33] have been shown to elicit bactericidal activity by extracting
phospholipids from the bacterial membranes inducing cell death, a
property that is strictly related to their sheet-or needle-like shape.[34]CNPs get rapidly in contact with both
Gram+ and Gram– bacteria,
albeit with a different rate of association, and induce the production
of ECM that englobes nanoparticles. Even if SEM analysis does not
allow identifying possible uptake of particles by the bacteria, it
demonstrates strong interaction between CNPs and bacteria that might
favor the transport of the loaded AMP close to the bacterial cells.The Bac8c2,5Leu@CNP-S system induced a significant reduction
of viability of S. aureus after 24 h from the inoculum
at the highest concentration, which was cytotoxic on E. coli only at a short time of exposure. As compared to the free peptide,
a decrease of activity was found with both bacteria. This might be
due to the lower availability of the bonded peptide with respect to
the free peptide. However, albeit the free peptide demonstrated a
higher bactericidal activity against E. coli, the
Bac8c2,5Leu@CNP-S system resulted to be more active against S. aureus. This result suggests a different mechanism of
action involving the whole DDS. One possibility is that the high amount
of ECM matrix produced by E. coli, acting as protective
coating, might counterbalance Bac8c2,5Leu@CNP toxicity,
thus accounting for the reversal of selectivity toward the two strains.
In fact, a previous study showed that Bac8c2,5Leu peptide
(albeit in the D form) was significantly less active against bacteria
in biofilms rather than in their planktonic form.[3] In perspective, modulation of the nanocarriers properties
(such as size or surface chemistry) aimed at reducing bacteria adhesion
might allow an increase of efficacy.Nanoparticles in biological
fluids are rapidly covered by a layer
of proteins generally referred to as “protein-corona”.[35] Depending on the surface properties of the materials
and the kind of proteins employed, irreversible or reversible adsorption
may occur.[36] Proteins with high affinity
for surfaces can mask molecules appositely bound to the surface of
nanoformulations,[37] or compete with adsorbed
molecules for the surface adsorption sites.Proteins are abundant
in mammalian cells or extracellular matrices,
bacteria, and biofilms. Therefore, the formation of a bio corona is
expected, possibly affecting the stability or bioactivity of the drug
delivery systems.[37] In the present case,
bovine serum albumin (BSA), used as model protein, affected the peptide
release rate in a pH-dependent mode. In fact, the increase of peptide
desorption rate at neutral pH might be explained by the competition
between negatively charged BSA and CNPs for the positively charged
peptide. Conversely, as BSA displays a net positive charge at acidic
pH values, it may adsorb onto the Bac8c2,5Leu@CNPs system
inhibiting the peptide release. These results indicate that the bioavailability
of the peptide in different human body compartments is likely to be
strongly affected by proteins. This suggests that strategies to avoid
protein adsorption could improve the efficacy of the DDS.
Conclusion
The results reported herein pave the way for
the development of
hydrothermal CNPs-based drug delivery systems of antimicrobial cationic
peptides. The results obtained suggest that the modulation of properties
of CNPs to suppress bacterial and proteins adhesion might result in
enhanced effectiveness of this DDS.
Experimental
Section
Synthesis of CNP-S and CNP-L and Formulation
of Bac8c2,5Leu@CNP-S
Carbon nanoparticles were
produced starting from glucose using a one-step hydrothermal process
as previously described by Kokalari et al.[14] Briefly, 2 g of glucose was dissolved in 50 mL of ultrapure water
followed by the addition of 15 mg of sodium polyacrylate. The solution
was introduced in a pressure reactor system (Büchi AG) and
heated at 190 °C for 3 (CNP-S) or 8 h (CNP-L). The CNPs were
then purified with ultrapure water either by centrifugation for large
carbon nanoparticles (CNP-L) or by tangential flow ultrafiltration
(Vivaflow 50R; MW, 30 kDa) for the small carbon nanoparticles (CNP-S).The antimicrobial peptide Bac8c2,5Leu was synthesized
following the procedure described in the Experimental
Section and characterized by mass spectrometry (Figure S4). The DDS was prepared by incubating
60 μg of Bac8c2,5Leu with 200 μg of CNP-S in
2 mL of 10 mM PBS, pH 7.4, under shaking at 400 rpm, for 1 h. Then,
the suspension was subjected to centrifugation, 18.000 rpm for 30
min, to prove the successful loading of Bac8c2,5Leu onto
the nanoparticles surface. For this purpose, the concentration of
the free peptide in the supernatant was quantified by fluorescence
spectroscopy. A solution of Bac8c2,5Leu in PBS, at the
same concentration, was subjected to the identical treatment (incubation
and centrifugation) and used as control.
Hydrodynamic
Diameter Distribution, ζ-Potential
and SEM
The hydrodynamic diameter of CNPs and peptide-loaded
CNPs was evaluated by using dynamic light scattering technique (DLS,
ZetaSizer Nano, Malvern, U.K.), while the ζ-potential was determined
using electrophoretic light scattering (ELS, ZetaSizer Nano). The
results were expressed as mean hydrodynamic diameter (dH), dH distribution, Polydispersion
Index (PDI) or mean ζ-potential. The PDI is a dimensionless
measure of the degree of polydispersion, and it is calculated by the
cumulative analysis of the autocorrelation function. It ranges from
0 to 1. Nanoparticle tracking analysis (NTA) was performed by using
a Nanosight NS300 (Malvern, U.K.) instrument equipped with a blue
laser (488 nm).The size distribution of CNPs was evaluated
by scanning electron microscopy. A 10 μL aliquot of the CNPs
suspension was spotted on virgin silicon wafers, which were previously
cleaned in hydrofluoric acid 15% and left to air-dry. The images were
acquired using a SEM FEI Inspect F in UHV with an acceleration potential
of 10 kV, with a spot of 3.5 and a magnification of 10000×. The
mean size was measured as the mean of at least 50 particles.
Synthesis and Characterization of Bac8c2,5Leu and
SL-Bac8c2,5Leu
The antimicrobial
peptide sequence (H-RLWVLWRR-NH2) was synthesized at a
0.1 mmol scale, following the protocol described in [Forde 2014].
The l-form of the peptide was chosen because of its lower
production cost with respect to the d-form.Peptide
synthesis was based on the classical 9-fluorenylmethoxycarbonyl (Fmoc)
method, by performing a high-efficiency solid-phase peptide synthesis
process (HE-SPPS) on a Liberty Blue automated microwave peptide synthesizer
(CEM Corp., Buckingham, U.K.). A rink amide MBHA (4-methylbenzhydrylamine)
resin (Novabiochem, Germany) and l-amino acids (Fmoc-l-Arg(Pbf)–OH, Fmoc-l-Leu-OH, Fmoc-l-Val-OH, Fmoc-l-Trp(Boc)–OH, from CEM Corp.) were
used. The couplings of amino acids were performed in DMF using DIC/OxymaPure
activation. Fmoc removal was done using a solution of 20% piperidine
in DMF. The cleavage used to deprotect and remove the peptide for
the synthesis resin was performed manually at room temperature for
4 h, using a cleavage cocktail composed by 80% trifluoroacetic acid,
5% thioanisole, 5% H2O, 5% ethanedithiol, and 5% triisopropylsilane.Following cleavage, the crude peptide was precipitated and washed
twice with diethyl ether, dried, dissolved in H2O, and
freeze-dried. The lyophilized powder was stored at −20 °C.
The peptide was then purified by reverse-phase high-performance liquid
chromatography (RP-HPLC) on a Shimazu CBM-20A, equipped with a photodiode
array detector SPD-M20A.The purified peptide was characterized
by analytical HPLC and by
mass spectroscopy (ESI+-MS, Advion CMS).HPLC buffers
used were mobile phase A (0.1% trifluoroacetic acid
[TFA] in water) and mobile phase B (0.1% TFA in acetonitrile) with
a gradient of 5–65% buffer B in 18 column volumes (analytical)
or 5 column volumes (semipreparative) with a flow rate of 1 mL/min
(analytical) or 5 mL/min (semipreparative) and main wavelength detection
at 214 nm.To determine an easy and low-cost method for the
quantification
of Bac8c2,5Leu in aqueous solution, the peptide was tested
for its possible fluorescence, due to the presence of tryptophan in
its structure. The calibration curve in aqueous media was built on
the basis of the fluorescence spectra registered at different concentrations
using a Varian Cary Eclipse fluorescence spectrophotometer. Fluorescence
was tested in ultrapure water and PBS, and in both cases, it well
correlates with the concentration.
Labeling
Protocol
The following solutions
were prepared: (i) 2.0 mg of peptide Bac8c2,5Leu dissolved
in 780 μL of a 1:1 (v/v) mixture of acetonitrile/50 mM borate
buffer, pH 10; (ii) 3.5 mg spin–label (SL) dissolved in 610
μL of acetonitrile. Solutions i and ii were mixed and 610 μL
of 50 mM borate buffer, pH 10, were further added to the mixture.
The labeling mixture was kept under stirring in the dark, overnight,
at RT and subsequently lyophilized; the powder was resuspended in
a 1:1 (v/v) mixture of acetonitrile/10 mM PBS, pH 7.4, up to a final
concentration of 1.21 mg/mL (raw batch of SL-Bac8c2,5 Leu). Acetonitrile was employed because spin–labeling turned
out to lower the water solubility of the peptide. Conjugation of SL
to Bac8c2,5Leu was verified by ESI+-MS (ESI+-MS,
Orbitrap Fusion, Thermo Fisher).
Investigation
of the CNPs/AMP Interaction
by SDSL-EPR Spectroscopy
In order to enable EPR investigations
on the interaction between peptide Bac8c2,5Leu and CNPs,
the spin–label (SL) 1-oxyl-2,2,5,5-tetramethylpyrroline-3-carboxylate N-hydroxysuccinimide ester (Acros Organics) was conjugated
to the N-terminus of the peptide according to the protocol described
in the Supporting Information to obtain
the labeled peptide SL-Bac8c2,5Leu.
Formulation
of SL-Bac8c2,5Leu@CNP-S
The adduct SL-Bac8c2,5Leu@CNP-S was prepared
according to the following protocol: 50 μL of raw batch SL-Bac8c2,5Leu was incubated with 100 μg of carbon nanoparticles
in 2 mL of 10 mM PBS pH 7.4 for 1 h at 37 °C under stirring.
To get rid of the unconjugated spin–label, which would interfere
with EPR measurements, the mixture was subsequently dialyzed against
10 mM PBS, pH 7.4 (tube cutoff, 14 kDa; Sigma-Aldrich) for 20 h, with
three buffer changes. Samples were finally concentrated by centrifugation
on Vivaspin 500 (cutoff, 10 KDa) and resuspended in 180 μL of
PBS buffer, before undergoing EPR analysis.
EPR
Spectra of SL-Bac8c2,5Leu@CNP-S
EPR measurements
were performed in a flat cell at
RT on a ESP300E Bruker X-band machine equipped with a 4103 cylindrical
cavity. The following instrumental setting was employed: microwave
frequency, 9.3 GHz; modulation amplitude, 1 G; modulation frequency,
100 kHz; microwave power, 5 mW; time constant 163 ms; 30 scans.
Desorption Kinetics of SL-Bac8c2,5Leu@CNP-S
Samples of SL-Bac8c2,5Leu@CNP-S obtained
by incubation for 1 h at 37 °C in 10 mM PBS at pH 7.4 (as previously
described) underwent dialysis against PBS buffer at three different
pH values: 4.0, 7.4, and 9.0 for 20 h. Samples were centrifuged and
resuspended against the same buffer employed for dialysis, according
to the above-described protocol. The samples were subsequently monitored
by EPR spectroscopy along 160 h.
In Vitro
Characterization of the Interaction
of CNPs with Bacteria
Bacterial Strains and
Cultivation
Frozen stock cultures of Escherichia
coli MG1655
and of Staphylococcus aureus SH1000 were revitalized
on Muller Hilton agar (MHA) and a single-well separated colony was
selected from each culture, suspended in 5 mL of MH broth, and allowed
to grow overnight at (37 ± 1) °C under agitation at 150
rpm. The optical density of each bacterial suspension was measured
using UV–vis spectrophotometer (Lange DR500) in the single
wavelength mode at 600 nm (OD600). MH culture medium without
bacterial inoculation was employed as blank, and the OD600 was adjusted to 0.05 in MH broth. Then bacteria were allowed to
grow at 37 ± 1 °C under agitation (150 rpm) at least for
1.5 h until they both reached an OD600 of about 0.1, corresponding
to 1 × 108 CFUs/ml. Finally, they were inoculated
in all of the samples to be tested in a final concentration of 1 ×
105 CFU/mL.
Bacterial Viability Assay
A 1 mL
aliquot of the synthesis batch of CNP-L was sonicated at 180 W for
20 min at 37000 Hz and was diluted in six Falcon conical tubes containing
5 mL of MH broth to obtain final CNPs concentrations of 53.3, 26.7,
and 13.3 μg/mL in duplicate, one for each bacterial strain.
Three Falcon conical tubes containing each one of the three different
CNPs concentrations were inoculated with S. aureus SH1000, prepared as described in Section , to obtain a final bacterial concentration
of 1 × 106 CFU/ml. The remaining three samples were
inoculated with E. coli MG1655 at the same final
concentration of S. aureus. All of the samples were
incubated at 37 ± 1 °C under agitation (150 rpm) for 24
h. Then, 1 mL of each sample was collected and serially diluted in
PBS, plated on MHA, and incubated overnight at 37 ± 1 °C.
Bacterial colonies were counted, and CFUs/mL were plotted against
CNPs concentration.
Bacteria–CNPs
Kinetic Interaction
Assay
Measurements of the association between bacteria and
CNPs were conducted dynamically by a combination of alternating voltage
dielectrophoresis (DEP) and Raman microspectroscopy. A cell to conduct
DEP–Raman experiments, previously described by Barzan et al.,[26] was employed to manipulate bacteria in liquid
by DEP to maximize their Raman signal by locally concentrating suspended
bacteria in the microscope focal volume. Samples of the three selected
concentrations of CNP-L (13.3, 26.7, 53.3 μg/mL) and a negative
control with PBS only were inoculated with 1 × 105 CFUs/mL of the two bacterial strains and incubated at 37 ±
1 °C under agitation (150 rpm). Samples with CNPs only, without
bacteria, were also prepared in the same way and analyzed as controls.
An aliquot of each sample was collected after 0 h, 24 and 48 h to
be analyzed with the DEP-Raman method to investigate CNP–bacteria
interaction. Before every DEP–Raman measurement, bacteria were
precipitated at 3000 rpm for 5 min and 5-fold concentrated to reach
the limit of detection of the technique. Bacteria were then washed
twice at 14000 rpm for 1.30 min with PBS 0.5×, resuspended in
200 μL of this buffer and 100 μL of each sample were injected
in the DEP cell. The agglomeration conditions of the DEP cell for E. coli were 5 V peak-to-peak sinusoidal voltage between
the electrodes with a frequency of 800 kHz, while for S. aureus the same waveform with an amplitude of 4 V peak-to-peak and a frequency
of 1 MHz was employed; for both strains, the accumulation time before
Raman measurements was 6 min. The Raman microspectrometer was a Thermo
Fisher Scientific DXR dispersive Raman microscope; the acquisition
conditions were a 532 nm Nd:YAG excitation laser radiating 10 mW power
at the sample, an Olympus 60× water immersion microscope objective
with 1.1 NA (model LUMFLN60XW). The integration times for each Raman
spectrum were 60 scans of 2.5 s each (2.5 min total integration time
per spectrum).
SEM Characterization
The interaction
between bacteria and CNPs was analyzed also by scanning electron microscopy
to better appreciate bacterial behavior in the presence of the nanoparticles.
Aliquots of the same samples prepared for DEP–Raman analysis
were collected after 0 and 24h from the inoculum. Bacteria and the
interacting CNPs were precipitated by centrifugation at 3000 rpm for
5 min. Then, the supernatant was discarded, and bacteria were washed
resuspending them in 500 μL of ultrapure water and by a second
centrifugation at 14000 rpm for 1.30 min. The pellets were resuspended
in 40 μL of ultrapure water and 10 μL were spotted on
virgin silicon wafers, which were previously cleaned in hydrofluoric
acid 15% and left to air-dry. The images were acquired using a SEM
FEI Inspect F in UHV with an acceleration potential of 10 kV, with
a spot of 3.5 and a magnification of 10000x.
In Vitro Testing of the Antimicrobial Activity
of Bac8c2,5Leu@CNPs
To assess the bactericidal
potential of the novel DDS Bac8c2,5Leu@CNPs over time,
a time-kill kinetic assay has been performed in line with the standard
procedure developed by the Clinical and Laboratory Standards Institute
(CLSI), USA.[23] The three CNPs concentrations
used for the bacteria interaction (53.3, 26.7, and 13.3 μg/mL)
corresponded to 16, 8, and 4 μg/mL of the Bac8c2,5 Leu, respectively. The same concentrations of the antimicrobial peptide
(AMP) alone and of the CNPs unloaded were tested. All the CNPs suspensions
were prepared in PBS and incubated at 37 ± 1 °C for 1 h
under agitation at 150 rpm. The bactericidal activity of the nanosystem
was tested toward the two selected bacteria prepared as described
before.For each bacterial strain, an inoculum of 1.0 ×
105 CFU/mK was added to all the suspensions (the DDS, the
AMP only and the CNPs unloaded) including a sample of PBS as negative
control. For all samples 2 mL aliquots were placed in triplicate in
12 well plates and were incubated at 37 ± 1 °C, under orbital
shaking at 150 rpm. Aliquots of 100 μL of each sample were taken
at time intervals of 2, 5, and 24 h, serially diluted in PBS, spread
aseptically on Muller Hinton agar plates (Sigma-Aldrich), and finally
incubated overnight at 37 ± 1 °C. Then, the colony forming
units were counted. The CFU/mL were plotted against their collection
time point.
Statistical Analysis
In all of the
microbiological vitality assays the statistical significance of the
differences between the mean of the CFU counted in all of the experimental
replicates between the samples tested and the negative controls were
determined performing a t test comparing the means
of the negative control and one sample at time obtaining the relative p-values.
Interaction of SL-Bac8c2,5Leu@CNP-S
with Proteins
A 50 μL aliquot of SL-Bac8c2,5Leu was incubated with 100 μg of carbon nanoparticles in 1 mL
of 10 mM PBS pH 7.4, under stirring at 400 rpm, for 1 h at 37 ±
1 °C. Afterward, each sample was further incubated with BSA either
at equimolar concentration with the peptide (60 μg/mL) or in
large excess (50 mg/mL) for 1 h at 37 ± 1 °C, under stirring.
A control sample without BSA was also prepared according to the same
protocol. To get rid of the unbound BSA or peptide, the samples were
dialyzed in float-A-lyzer G2 tubes (cutoff, 1000 kDa) against 10 mM
PBS, pH 7.4, for 42 h, with three buffer changes. The samples were
finally concentrated by centrifugation on Vivaspin 500 (cutoff, 10
kDa) and resuspended in 180 μL of PBS buffer, before undergoing
EPR, DLS, and ELS analysis.
Authors: Adriana Scattareggia Marchese; Elena Destro; Carlo Boselli; Francesco Barbero; Mery Malandrino; Giusy Cardeti; Ivana Fenoglio; Luigi Lanni Journal: Foods Date: 2022-09-20