Jin Gyun Lee1, Kelly Lannigan1,2, William A Shelton1,3, Jens Meissner4, Bhuvnesh Bharti5. 1. Cain Department of Chemical Engineering, Louisiana State University, Baton Rouge, Louisiana 70803, United States. 2. Department of Biomedical Engineering, Bucknell University, Lewisburg, Pennsylvania 17837, United States. 3. Center for Computation and Technology, Louisiana State University, Baton Rouge, Louisiana 70808, United States. 4. Institute for Chemistry, Technische Universität Berlin, 10623 Berlin, Germany. 5. Cain Department of Chemical Engineering, Louisiana State University, Baton Rouge, Louisiana 70808, United States.
Abstract
The adsorption of proteins from aqueous medium leads to the formation of protein corona on nanoparticles. The formation of protein corona is governed by a complex interplay of protein-particle and protein-protein interactions, such as electrostatics, van der Waals, hydrophobic, hydrogen bonding, and solvation. The experimental parameters influencing these interactions, and thus governing the protein corona formation on nanoparticles, are currently poorly understood. This lack of understanding is due to the complexity in the surface charge distribution and anisotropic shape of the protein molecules. Here, we investigate the effect of pH and salinity on the characteristics of corona formed by myoglobin on silica nanoparticles. We experimentally measure and theoretically model the adsorption isotherms of myoglobin binding to silica nanoparticles. By combining adsorption studies with surface electrostatic mapping of myoglobin, we demonstrate that a monolayered hard corona is formed in low salinity dispersions, which transforms into a multilayered hard + soft corona upon the addition of salt. We attribute the observed changes in protein adsorption behavior with increasing pH and salinity to the change in electrostatic interactions and surface charge regulation effects. This study provides insights into the mechanism of protein adsorption and corona formation on nanoparticles, which would guide future studies on optimizing nanoparticle design for maximum functional benefits and minimum toxicity.
The adsorption of proteins from aqueous medium leads to the formation of protein corona on nanoparticles. The formation of protein corona is governed by a complex interplay of protein-particle and protein-protein interactions, such as electrostatics, van der Waals, hydrophobic, hydrogen bonding, and solvation. The experimental parameters influencing these interactions, and thus governing the protein corona formation on nanoparticles, are currently poorly understood. This lack of understanding is due to the complexity in the surface charge distribution and anisotropic shape of the protein molecules. Here, we investigate the effect of pH and salinity on the characteristics of corona formed by myoglobin on silica nanoparticles. We experimentally measure and theoretically model the adsorption isotherms of myoglobin binding to silica nanoparticles. By combining adsorption studies with surface electrostatic mapping of myoglobin, we demonstrate that a monolayered hard corona is formed in low salinity dispersions, which transforms into a multilayered hard + soft corona upon the addition of salt. We attribute the observed changes in protein adsorption behavior with increasing pH and salinity to the change in electrostatic interactions and surface charge regulation effects. This study provides insights into the mechanism of protein adsorption and corona formation on nanoparticles, which would guide future studies on optimizing nanoparticle design for maximum functional benefits and minimum toxicity.
The
integration of nanoscience with biomedicine has resulted in
numerous technological advances in molecular sensing, targeted delivery,
in vivo imaging, and gene therapy.[1−4] For these applications, nanoparticles (NPs)
are the fundamental units that provide the necessary biological response
and functionality.[5,6] When NPs are introduced in in
vivo environments, proteins from biological fluids instantaneously
bind to the NP surface, leading to the formation of a shell known
as the “protein corona”.[7] Thus, any further interaction of NPs with biomolecules is mediated
by the protein corona.[8,9] While most of the current studies
focus on the biological activity of the protein within the corona,
the mechanism of its formation and local orientation of proteins within
the corona remain poorly understood.[10,11] This lack
of understanding of protein corona characteristics is due to anisotropic
shape and nonuniform distribution of chemical functional groups on
the surface of protein molecules forming the corona.[12,13] To develop the next generation of functional nanomaterials for biomedical
applications, it is critical to understand the local interactions
driving the formation of the protein corona and thermodynamic state
of the protein on the NPs.The corona formed on NPs can be composed
of a different number
of layers of protein depending on the binding affinity of protein–NP
and protein–protein.[14] During the
adsorption process, proteins with the highest affinity for the NP
surface are irreversibly adsorbed forming the first layer known as
“hard” corona.[15] Subsequently,
any free protein in bulk weakly adsorbs on the hard corona leading
to the formation of an outer layer called “soft” corona.[16] While protein molecules forming the hard corona
are irreversibly bound to NPs, the weakly bound molecules forming
the outer layer are in dynamic equilibrium with free protein molecules
in bulk solvent.[17,18] Despite the knowledge on the
dynamic behavior of proteins forming the corona, the assembled state
of protein molecules within the corona remains unknown.[19] Recently, molecular dynamic (MD) simulations
have been used to demonstrate that a globular protein adsorbing on
a solid surface attains a preferred orientation, which is governed
by the local electrostatic and van der Waals interactions.[13,20] These simulation studies were performed for a single protein molecule
binding to a solid substrate; therefore, no protein–protein
interactions were involved. In practice, adsorption of proteins on
NPs is significantly influenced by protein–protein interactions.
In this study, we investigate the effect of protein–NP and
protein–protein interactions on the adsorption and corona formation
on the surface of NPs.[21] We show that the
assembled state of protein corona shell transitions from a monolayered
hard corona to a multilayered “hard + soft” corona by
changing the pH and salinity of the solvent.In this study,
we use myoglobin and silica as a model protein and
NP, respectively. Myoglobin is a globular protein found in skeletal
and cardiac muscle cells. It acts as a local oxygen reservoir to provide
temporary oxygen when blood oxygen delivery is insufficient during
periods of intense muscular activity.[22,23] Myoglobin
contains 153 amino acids, a heme group where an iron ion is bonded
to four nitrogen atoms of the porphyrin ring, a proximal histidine
group (His-93), and a distal histidine group (His-64) with a net isoelectric
point (IEP) of pH 7.[24] Here, we use hydrophilic
silica nanospheres of diameter 30 nm as model NPs. The silica NPs
have been widely used as a model to study adsorption and delivery
of proteins due to their low toxicity, hydrophilicity induced by surface
by the silanol groups (Si–O–H), and well-established
synthetic procedures to precisely control their physical and chemical
properties.[25] The neutral point of bare
silica NPs is pH ∼2, i.e., the NPs are negatively charged at
pH >2. Thus, myoglobin and silica are oppositely charged in the
range
2 < pH < 7, and a net electrostatic attraction is expected between
the protein and NPs. Here, we experimentally study the effect of pH
and salt concentration on the adsorption of myoglobin molecules on
silica NPs. We use the Guggenheim–Anderson–de Boer (GAB)
model to represent the adsorption of the protein onto silica NPs.
Additionally, we calculate the surface electrostatic maps for myoglobin,
providing a better understanding of the adsorption process and corresponding
protein corona formation.
Materials
and Methods
Materials
Myoglobin from equine skeletal
muscle (molecular weight of ∼17 kDa, purity ≥95%) was
purchased from Sigma-Aldrich. Commercially available LUDOX-TMA colloidal
silica (Sigma-Aldrich) was used as model spherical NPs. The silica
NP dispersion was dialyzed for 7 days using deionized water, and water
was changed every day to remove any undesired foreign molecules in
the dispersion. Sodium chloride (NaCl) (VWR, purity 99%) was used
as a 1:1 electrolyte to alter the range of electrostatic interactions.
All experiments were performed with ultrapure water of resistivity
18.2 MΩ cm.
Experimental Methods
The silica NPs
were characterized by dynamic light scattering (DLS), transmission
electron microscopy (TEM), ζ-potential measurement, and nitrogen
gas adsorption. A Litesizer 500 (Anton Paar) equipped with a 658 nm
laser was used to determine the time-correlation function of the dispersion
at a backscattering angle of 175°. For ζ-potential measurements,
Univette cuvette (Anton Paar) was used and the electrophoretic mobility
of the NPs was determined by applying a 10 V direct current across
the dispersion. The TEM imaging of the NPs was performed on a JEOL
JEM-2011. The specific surface area of the particles was determined
using nitrogen gas adsorption performed on a Micromeritics ASAP 2020.
Calculating Net Charge, Dipole Moment, and
Surface Potential of Protein
The atomic structure of myoglobin
was obtained from the protein data bank (PDB). In our study, we used
the crystal structure of myoglobin (PDB # 5ZZE) obtained by X-ray
diffraction.[26] In step 1, the protonation
state of each ionizable group on myoglobin at a given pH was assigned
using the online tool PROPKA.[27,28] In step 2, the charge
on an individual atom in myoglobin was obtained using webserver PDB2PQR.[29] At the end of step 2, a file containing atomic
positions and protonation/charged state of each functional group was
created. The surface electrostatic potential map and net dipole moment
of myoglobin at the given pH were computed using visual molecular
dynamics.[30]
Results
and Discussion
Characterization of Silica
NPs and Myoglobin
Silica NPs were characterized for their
size and polydispersity
using DLS and TEM. The surface charge of the NPs was quantified in
terms of ζ-potential, and nitrogen adsorption was used to determine
their specific surface area. The time-correlation function of the
NPs as obtained by the DLS measurement is shown in Figure S1a. The time-correlation function shows a single exponent
decay, which is a signature of a single particle population. The intensity
distribution extracted from the time-correlation function of silica
NPs is shown in Figure S1b. The hydrodynamic
diameter of the silica NP was ∼30 nm, with a polydispersity
index of 0.1. The diameter was further confirmed by visualizing the
silica NPs using TEM, as shown in Figure a.
Figure 1
(a) TEM image of silica NPs showing the diameter
(∼30 nm)
with a spherical shape. (b) ζ-Potential of silica NPs as a function
of pH. The silica NPs are negatively charged in the range 4 < pH
< 11. (c) Net charge on myoglobin as a function of pH. Silica NPs
and myoglobin are oppositely charged below IEPMGB, i.e.,
4 < pH < 7. (d) X-ray crystal structure of horse myoglobin (PDB
# 5ZZE). The yellow line structures indicate histidine residues in
the protein. The His-93 and His-64 residues play a key role in charge
regulation effects due to their physiologically relevant pKa values.
(a) TEM image of silica NPs showing the diameter
(∼30 nm)
with a spherical shape. (b) ζ-Potential of silica NPs as a function
of pH. The silica NPs are negatively charged in the range 4 < pH
< 11. (c) Net charge on myoglobin as a function of pH. Silica NPs
and myoglobin are oppositely charged below IEPMGB, i.e.,
4 < pH < 7. (d) X-ray crystal structure of horsemyoglobin (PDB
# 5ZZE). The yellow line structures indicate histidine residues in
the protein. The His-93 and His-64 residues play a key role in charge
regulation effects due to their physiologically relevant pKa values.The specific surface area of silica NPs (as) was determined using nitrogen gas adsorption and corresponding
analysis on the basis of the Brunauer–Emmett–Teller
(BET) model, which was as = ∼114
m2 g–1, seen in Figure S2. The pH dependence of the surface charge of the silica NPs
was quantified using ζ-potential titration, as shown in Figure b. The silica NPs
were negatively charged in the complete experimental pH range of 4–10,
with a ζ-potential value of −45 mV at pH 7. The highly
negative ζ-potential of the silica NPs at this pH highlights
their colloidal stability in the aqueous dispersion via electrostatic
double-layer repulsion.[31]Myoglobin
is a globular protein with an ellipsoidal shape of dimensions
4.5 × 3.5 × 2.5 nm3.[32] The net charge of protein in aqueous environments is strongly dependent
on the pH of the dispersion.[33] The charge
on a myoglobin molecule at a given pH is determined from pKa values calculated using PROPKA. The calculations
show that the net charge on protein changes from +18e to −5e (e is the elementary
charge) upon increasing the pH from 4 to 10, which is in good agreement
with the previously reported net charge of myoglobin (Figure c).[34] It can also be observed that the isoelectric point of myoglobin
(IEPMGB) is pH ∼7, and the magnitude of the charge
on myoglobin remains <2e in the pH range 7–9.
The iron atom in myoglobin is bound by His-93 (proximal histidine),
and His-64 (distal histidine) forms a hydrogen bond with the bound
oxygen (Figure d).[35] For protein adsorption, these histidine residues
play an important role due to their ampholytic nature at a physiologically
relevant pH (discussed later).[36] Based
on the ζ-potential measurements for the silica NPs and protein
charge determination, it can be inferred that in the pH range 4–7,
the silica NPs and myoglobin molecules are oppositely charged and
a net electrostatic attraction between a silica NP and myoglobin can
be expected. Note that myoglobin retains its folded state in the pH
range 5–12 and denatures outside this pH regime.[37,38]
Protein Adsorption Isotherm
Adsorption
isotherms of myoglobin on silica NPs were determined in the pH range
4–10 by the solvent depletion method.[39−41] The first step
for isotherm measurements is determining the calibration curve for
the protein concentration in the absence of NPs. In a typical calibration
curve determination, known concentrations of myoglobin in the range
0.1–5 mg mL–1 are prepared in DI water at
a desired pH. The UV/vis absorbance of these control samples was measured
at 280 nm using a NanoDrop 2000 spectrophotometer, which showed a
linear increase in agreement with the Beer–Lambert law (Figure S3). A fixed amount of silica NP dispersion
was added to a myoglobin solution of known concentration such that
the final concentration of NPs was 1 wt %. The pH was readjusted to
a desired value using a minimum amount of 5 N sodium hydroxide or
hydrochloric acid. The myoglobin–silica dispersions were equilibrated
at 25 °C for 24 h and centrifuged at 18 210g for 2 h to separate silica NPs with adsorbed protein (Figure a,b). The unadsorbed myoglobin
concentration in the supernatant was determined using the UV/vis absorbance
values at 280 nm (Figure c) and the calibration curve (Figure S3). The amount of myoglobin adsorbed on the silica NP surface (Γ)
is calculated as[42]where V is the volume of
protein solution, cο is the initial
myoglobin concentration, ceq is the equilibrium
concentration of protein in solvent bulk, ms and as, are the mass and specific surface
area of the silica NPs, respectively.
Figure 2
(a) Schematic of the experimental procedure
to determine the adsorption
isotherms of myoglobin on silica NPs. Myoglobin and silica NPs are
mixed at a desired pH and equilibrated for 24 h at room temperature.
After separating silica NPs from the aqueous phase, the amount of
unadsorbed protein was determined by measuring the absorbance of the
supernatant at 280 nm. (b) Schematic representation of hard corona
(solid-line circle) and soft corona (dashed circle) around a silica
NP. (c) Absorption spectrum of myoglobin (conc. = 2.0 mg mL–1) before adding silica NPs (red line) and after adding silica NPs
and centrifugation at equilibrium (dashed line). (d, e) Sample cell
of myoglobin in water showing the change of color before adding silica
NPs (d) and after adding silica NPs and separating the NPs with adsorbed
myoglobin using centrifugation (e).
(a) Schematic of the experimental procedure
to determine the adsorption
isotherms of myoglobin on silica NPs. Myoglobin and silica NPs are
mixed at a desired pH and equilibrated for 24 h at room temperature.
After separating silica NPs from the aqueous phase, the amount of
unadsorbed protein was determined by measuring the absorbance of the
supernatant at 280 nm. (b) Schematic representation of hard corona
(solid-line circle) and soft corona (dashed circle) around a silica
NP. (c) Absorption spectrum of myoglobin (conc. = 2.0 mg mL–1) before adding silica NPs (red line) and after adding silica NPs
and centrifugation at equilibrium (dashed line). (d, e) Sample cell
of myoglobin in water showing the change of color before adding silica
NPs (d) and after adding silica NPs and separating the NPs with adsorbed
myoglobin using centrifugation (e).We use the Guggenheim–Anderson–de Boer (GAB) model
to represent the experimental adsorption isotherms and determine maximum
surface excess and adsorption constants for myoglobin binding onto
silica NPs. The GAB model is a three-parameter model that can be used
to describe multilayer adsorption onto surfaces, as shown in Figure b. According to this
model, the adsorption state of molecules above the monolayer is different
from the first layer (hard corona), which introduces an additional
adsorption constant for the outer layer (soft corona).[43] In the GAB model, the amount of the surface
adsorbed protein (Γ) is expressed as[44]where Γm is the maximum surface
excess of protein forming a hard corona, ceq is an equilibrium concentration of protein in bulk solvent, Khard is the adsorption constant for the hard
corona, i.e., first layer of protein directly adsorbed onto silica
NPs, and Ksoft is the adsorption constant
for soft corona, i.e., outer layers of myoglobin bound to the protein-decorated
silica NPs. For Ksoft = 0, the GAB model
reduces to the two-parameter Langmuir model, which represents the
monolayer adsorption process. Note that Γm provides
the maximum amount of protein forming the hard corona and does not
include the protein molecules forming the soft corona.In the
regime where pH < IEPMGB, myoglobin molecules
and silica are oppositely charged (Figure b,c) and the attractive electrostatic interaction
exists between the protein and NP surface. The isotherms show a rapid
increase in the amount of myoglobin adsorbed on silica NPs at ceq < 0.5 mg mL–1. The observed
increase in surface adsorbed myoglobin highlights a strong attraction
between the protein and silica NPs. This increase is followed by a
plateau on the isotherm, which corresponds to the maximum surface
coverage of NPs by protein molecules. The experiments show that the
maximum surface excess of myoglobin on silica NPs increases with increasing
pH from 4 to 6 (Figure a). The addition of NaCl results in an increase in the amount of
protein adsorbed at pH < IEPMGB but a decrease in the
adsorbed amount at pH > IEPMGB. Here, we determine the
maximum geometric monolayer coverage of NPs by protein (Figure , dashed line) by dividing
the surface area of the NPs with the projection area of the protein,
i.e., 4.5 × 3.5–15 nm2. The geometric monolayer
coverage is the highest possible NP surface coverage by the noninteracting
protein in its side-on configuration. We find that in the presence
of salt, the adsorption approaches this monolayer limit and exceeds
at pH 4 (discussed later). We acknowledge that a fraction of myoglobin
may have denatured at pH 4 or during the fine adjustment of the pH,
which would impact the adsorption behavior.[37,38] However, our experiments show that despite the possible change in
secondary structure, the positively charged myoglobin has a strong
affinity for the silica surface. In this study, we specifically focus
on the adsorption of myoglobin and its corona formation on silica
NPs at different pH values. A separate detailed study would be necessary
to investigate the effect of pH on the secondary structure of myoglobin
adsorbed within the hard and soft coronas. For pH > IEPMGB, despite both myoglobin and silica NPs being negatively charged,
significant adsorption of the protein on silica NPs can be observed
(Figure b). However,
a gradual (instead of rapid) increase in the amount of protein adsorbed
in the region ceq < 0.5 mg mL–1 highlights a weaker affinity adsorption at pH > IEPMGB in comparison to pH < IEPMGB. We find that the maximum
surface excess of myoglobin on silica NPs decreases with increasing
pH from 8 to 10. The observed difference in the adsorption behavior
at pH > IEPMGB and pH < IEPMGB can be
attributed
to the change in protein–NP and protein–protein electrostatic
interactions, which alters the adsorption affinity and packing of
molecules on the surface of silica NPs.[45]
Figure 3
Amount
of protein adsorbed (Γ) as a function of the equilibrium
concentration of protein (ceq) at different
pH and salinity. (a, b) Adsorption isotherms for myoglobin binding
to silica NPs with no added NaCl at (a) pH < IEPMGB and
(b) pH > IEPMGB. The scattered points are the experimental
data, and the lines represent the best fit using the GAB model given
in eq . For pH <
IEPMGB, the amount of myoglobin adsorbed rapidly reaches
the maximum value due to the strong electrostatic attraction between
the protein and NP. For pH > IEPMGB, the amount of myoglobin
adsorbed on NPs shows a gradual increase. (c, d) Experimental isotherms
showing the adsorption of myoglobin on silica NPs with 100 mM NaCl
added to solution at (c) pH < IEPMGB and (d) pH >
IEPMGB.
Amount
of protein adsorbed (Γ) as a function of the equilibrium
concentration of protein (ceq) at different
pH and salinity. (a, b) Adsorption isotherms for myoglobin binding
to silica NPs with no added NaCl at (a) pH < IEPMGB and
(b) pH > IEPMGB. The scattered points are the experimental
data, and the lines represent the best fit using the GAB model given
in eq . For pH <
IEPMGB, the amount of myoglobin adsorbed rapidly reaches
the maximum value due to the strong electrostatic attraction between
the protein and NP. For pH > IEPMGB, the amount of myoglobin
adsorbed on NPs shows a gradual increase. (c, d) Experimental isotherms
showing the adsorption of myoglobin on silica NPs with 100 mM NaCl
added to solution at (c) pH < IEPMGB and (d) pH >
IEPMGB.Electrostatically driven
adsorption processes are strongly dependent
on the charges or potentials of the interacting adsorbate–adsorbent
pair, as well as the presence of electrolytes in the surrounding medium.[46] Here, we investigate the effect of the presence
of a 1:1 electrolyte (NaCl) on the adsorption of myoglobin onto silica
NPs. We added 100 mM NaCl to the dispersion of myoglobin and silica
NPs to reduce the Debye length to ∼1 nm.[47] At pH < IEPMGB with added NaCl, the adsorbed
protein sharply increases at ceq <
0.2 mg mL–1 (Figure c), which is similar to the absorption behavior with
no added NaCl (Figure a). However, the amount of protein adsorbed with added salt continually
increases beyond the high-affinity regime (ceq < 0.5 mg mL–1). This continuous increase
of Γ at ceq > 0.5 mg mL–1 is attributed to protein–protein attraction and the formation
of a soft myoglobin corona on silica NPs, which is not observed in
the absence of added NaCl. At pH > IEPMGB with 100 mM
NaCl,
the adsorption isotherms show a rapid increase of protein adsorption
in the range ceq < 0.5 mg mL–1 and shows gradual increase at ceq >
0.5 mg mL–1. This behavior can be attributed to
the adsorption of protein molecules via the amino acid charge regulation
mechanism, as discussed in Sections and 3.4.
Effect of pH on Adsorption with No Added NaCl
To understand
the adsorption mechanism of myoglobin onto silica
NPs, the parameters of the GAB model, namely, Γm, Khard, and Ksoft,
were extracted for each pH and salinity by fitting the experimental
data using eq (Figure b–d). The
Γm of adsorption of myoglobin of silica NPs increases
upon increasing the pH from 4 to 8. Then, Γm monotonically
decreases at pH > IEPMGB. The increase in Γm from pH 4 to 8 is attributed to the decrease in repulsion
between
adsorbed myoglobin molecules on the NP and free molecules in solvent
bulk. At pH 4, myoglobin molecules are strongly positively charged,
which adsorb onto the negatively charged silica surface by electrostatic
attraction. Due to a high net charge of myoglobin (Figure c), electrostatic repulsion
exists between myoglobin molecules adsorbed on the NP and unadsorbed
molecules in bulk. The electrostatic repulsion between the adsorbed
and unadsorbed molecules hinders the further adsorption and limits
the Γm at pH 4.
Figure 4
(a) Schematic representation of adsorption
constants Khard for hard corona formation
driven by protein–NP
interaction and Ksoft for soft corona
formation driven by protein–protein interaction. The values
of Khard and Ksoft are estimated by fitting the experimental adsorption isotherms using
the GAB model, as given in eq . (b) Change in the maximum amount of protein adsorbed in
hard corona (Γm) as a function of dispersion pH with
and without adding NaCl. In the absence of added NaCl, the Γm is maximum at pH 8 due to the preferred orientation of the
adsorbed protein on silica surface. (c, d) Adsorption constants for
hard corona and soft corona, respectively, as a function of pH and
salinity.
(a) Schematic representation of adsorption
constants Khard for hard corona formation
driven by protein–NP
interaction and Ksoft for soft corona
formation driven by protein–protein interaction. The values
of Khard and Ksoft are estimated by fitting the experimental adsorption isotherms using
the GAB model, as given in eq . (b) Change in the maximum amount of protein adsorbed in
hard corona (Γm) as a function of dispersion pH with
and without adding NaCl. In the absence of added NaCl, the Γm is maximum at pH 8 due to the preferred orientation of the
adsorbed protein on silica surface. (c, d) Adsorption constants for
hard corona and soft corona, respectively, as a function of pH and
salinity.Upon increasing the pH to 8, the
charge on the protein significantly
decreases (IEP of myoglobin of ∼7), thus reducing the repulsion
between adsorbed and unadsorbed protein molecules. This decrease in
the repulsion drives the observed increase in the maximum surface
excess. It should be emphasized that the apparent large adsorption
of myoglobin onto silica NPs at pH 8 is not an artifact of self-aggregation
of protein molecules in bulk. This was verified experimentally where
no aggregate separation, i.e., no significant protein depletion from
the solvent upon centrifugation (18 210g,
2 h), was observed for dispersion containing only myoglobin at pH
4, 8, and 10 (Figure S4).[48]At pH > IEPMGB, where the charge of
myoglobin molecules
and silica surface are both negative, the adsorption of protein is
driven by the charge regulation of amino acids.[36,42] In protein adsorption, histidine plays a significant role due to
its highly ampholytic nature at physiologically relevant pH.[36] For silica NPs dispersed in water with no added
NaCl, the concentration of hydrogen ions (counterions) is higher near
the negatively charged surface than that of the bulk, which results
in a pH gradient in the diffused electrical double layer.[47,49] Near the surface of silica NPs, the pH is lower than the bulk solution
due to higher concentrations of hydrogen ions that act as counterions.
When the pH is above the IEPMGB, the neutral tautomers
in histidine near the surface of silica NPs are protonated into a
cationic state, which results in positively charged residues of myoglobin
molecules adsorbing onto the negatively charged silica surface.[13,50,51] Therefore, the myoglobin molecules
carrying a weak negative net charge are adsorbed by the charge regulation
effect at pH 8, and the weak protein–protein repulsion allows
the additional adsorption of myoglobin leading to a maximum Γm. Upon increasing pH from 8 to 10, a large negative net charge
induces a protein–NP repulsion, which leads to a decrease in
Γm. In the absence of added NaCl, i.e., Ksoft = 0; thus, the protein only forms hard corona. An
important factor influencing the amount of protein in hard corona
is the orientation of individual proteins on the NP surface.[52] Here, we compute the surface electrostatic potential
map and net dipole moment of myoglobin to better understand the relation
among pH, protein orientation, and amount of adsorbed protein in the
hard corona.Increasing pH changes the protonation state of
the amino acids
of myoglobin and results in an increase in the negatively charged
residues on the surface of the protein. This change in the surface
charge distribution can be theoretically quantified using electrostatic
potential mapping and estimating the dipole moment of the protein
(Figure a–c).
The dipole moment of a protein is the vector joining the center of
the negative charges to the center of the positive charges on the
protein molecule. The magnitude of the dipole moment vector is the
measure of anisotropy in the distribution of charges on the surface
of a protein, and the direction of the dipole moment vector points
toward the center of the positive charges of the protein.
Figure 5
(a–c)
Electrostatic surface maps for myoglobin (PDB # 5ZZE)
at pH 4 (a), 8 (b), and 10 (c). The negative and positive residues
on the protein are represented in red and blue, respectively. The
inset in (a) is the color scale in the unit of elementary charge, e. The electric dipole moment vector of the protein is indicated
by the arrow. Here, the view of the protein is fixed and the changes
in the dipole moment with pH are represented by the change in the
length and orientation of the vector shown by the arrow. (d) Magnitude
of the dipole moment of myoglobin as a function of pH. The value of
the total dipole moment shows a maximum near IEPMGB due
to asymmetric charge distribution on the protein surface.
(a–c)
Electrostatic surface maps for myoglobin (PDB # 5ZZE)
at pH 4 (a), 8 (b), and 10 (c). The negative and positive residues
on the protein are represented in red and blue, respectively. The
inset in (a) is the color scale in the unit of elementary charge, e. The electric dipole moment vector of the protein is indicated
by the arrow. Here, the view of the protein is fixed and the changes
in the dipole moment with pH are represented by the change in the
length and orientation of the vector shown by the arrow. (d) Magnitude
of the dipole moment of myoglobin as a function of pH. The value of
the total dipole moment shows a maximum near IEPMGB due
to asymmetric charge distribution on the protein surface.The magnitude of the dipole moment of myoglobin increases
from
pH 4 to 6, remains nearly constant from pH 6 to 9, and decreases at
pH 10. The dipole moment calculations indicate that the charge distribution
on the surface of myoglobin changes from more symmetric at pH 4 to
less symmetric at pH 8 and then again more symmetric at pH 10 (Figure d). We believe that
a more asymmetric charge distribution on the surface of the protein
drives an oriented attachment of the protein molecule on the silica
surface, thus favoring a closer packing. The preferential orientation
of the protein combined with a reduced protein–protein repulsion
on the NP surface due to the small net charge of myoglobin at pH 8
(Figure c) may lead
to its improved packing and highest Γm.We
find that Khard shows a rapid decrease
with increasing pH from 4 to 10 (Figure c). The large value of Khard at pH < IEPMGB highlights the strong
electrostatic attraction between myoglobin molecules and the silica
surface. As pH increases from 4 to 6, the net charge of myoglobin
significantly decreases from +15e to +5e (Figure c). As a
result, Khard dramatically decreases due
to weakened electrostatic attraction at pH 6. At pH > IEPMGB, the adsorption of myoglobin on the silica surface is driven by
the charge regulation effect. In this regime, proteins are adsorbed
with a preferred orientation due to asymmetric surface charge distribution
(large dipole moment), and Khard decreases
from pH 6 to 8.A further decrease in Khard from pH
8 to 10 is attributed to the increasing electrostatic repulsion between
the silica surface and free molecules in solvent bulk as the net charge
of myoglobin becomes more negative. In the complete pH range, the
value of Ksoft remains very small (<0.025
mL mg–1) (Figure d), i.e., myoglobin only forms a hard corona on NPs
in the absence of added salt.
Effect
of Added NaCl on Adsorption
Addition of salt drives the formation
of a soft corona on top of
the hard corona structure formed by myoglobin on silica NPs. For the
negatively charged surface in a solution with a high NaCl concentration,
oppositely charged counterions bind to negative sites.[47] Therefore, adding NaCl lowers the surface potential
of silica NPs and screens all electrostatic pair interactions, including
NP–NP, protein–protein, and protein–NP.[53] In our adsorption studies, we find that the
addition of NaCl into myoglobin–silica NP dispersions leads
to a decrease in the amount of protein adsorbed in hard corona, except
at pH 4 (Figure b).The increase in Γm at pH 4 upon adding NaCl highlights
a screening of protein–protein repulsions between strongly
charged myoglobin molecules on the surface of the NP. This screening
leads to a small increase in the amount of protein adsorbed on the
NP.[54] The addition of NaCl also screens
the attraction between the silica surface and myoglobin in solvent.
As a result, the value of Γm decreases with added
NaCl and remains almost constant (Γm = 0.6 ±
0.1 mg m–2) from pH 6 to 10 (Figure b). We find that a decrease in the value
of Khard upon the addition of NaCl indicates
a weakening of attraction between silica NPs and the myoglobin. This
further ascertains that the formation of hard corona is driven by
electrostatic attraction, which are screened with the addition of
NaCl.Addition of salt also screens the electrostatic repulsion
between
adsorbed myoglobin molecules on the silica surface and myoglobin in
solvent bulk.[55] This is evident from the
increase in the value of Ksoft at all
pH upon the addition of NaCl (except pH 10), as shown in Figure d, as well as the
significant difference in the values of adsorption free energy (ΔGads0) for two distinct binding sites. We calculate ΔGads0 from the
relation[41,56]where NA is Avogadro’s number, kB is the Boltzmann constant, T is the
temperature, and Kads is the
adsorption constant. We find that the values of ΔGads0 at pH
6 in 100 mM NaCl aqueous solution with Khard and Ksoft are −16 and −4.5
kJ mol–1, respectively. The significant difference
in the values of ΔGads0 indicates that one population of the
protein is strongly bound to the silica surface while the other is
weakly bound, presumably onto adsorbed proteins, thus forming corona
as hard and soft. This interpretation of soft corona formation based
on binding energy is in distinction from previous reports where the
protein separable during centrifugation was associated with the presence
of soft corona.[9]To investigate the
effect of added NaCl on the amount of adsorbed
protein in soft corona, we quantify the fraction of myoglobin present
in soft corona (ϕ), by using the relation ϕ = (Γ
– Γm)/Γ. Note that Γm is the maximum surface excess of myoglobin in hard corona only.
We find that in the absence of NaCl at all tested pH ϕ ∼
0, i.e., myoglobin only forms hard corona on silica NPs without added
NaCl. Upon the addition of NaCl, ϕ increases significantly in
nearly all tested pH, highlighting that myoglobin molecules form a
soft corona upon the addition of NaCl (Figure a). As pH increases from pH 4 to 10, the
ϕ decreases from 0.6 to 0, indicating a gradual loss of soft
corona on NPs. This gradual loss of soft corona with increasing pH
can be attributed to the difference in electrostatic screening mechanisms
of NaCl stability at low and high pH (Figure b). A previous study showed that chloride
ions are more effective in screening charges than sodium ions because
of their larger polarizability.[57] As a
result, short-range repulsion between positively charged myoglobin
molecules is more effectively screened at pH < IEPMGB than for a negatively charged myoglobin at high pH > IEPMGB. This change in screening mechanism leads to the observed
decrease
in Ksoft and ϕ with increasing pH.
Therefore, myoglobin forms a soft corona at pH < IEPMGB in the presence of 100 mM NaCl, which is lost upon increasing the
pH > IEPMGB.
Figure 6
(a) Fraction of myoglobin in the soft corona
as a function of pH
and concentration of NaCl. (b, c) Schematic representation of the
structural change of the protein corona around a silica NP upon adding
NaCl to a myoglobin–silica NP dispersion at pH < IEPMGB (b) and pH > IEPMGB (c).
(a) Fraction of myoglobin in the soft corona
as a function of pH
and concentration of NaCl. (b, c) Schematic representation of the
structural change of the protein corona around a silica NP upon adding
NaCl to a myoglobin–silica NP dispersion at pH < IEPMGB (b) and pH > IEPMGB (c).
Conclusions
We studied the influence of pH
and added NaCl on the binding of
myoglobin onto silica NPs. In the absence of added NaCl at pH <
IEPMGB, the myoglobin molecules are adsorbed by electrostatic
attraction with a presumably random orientation at the silica surface
due to the symmetric charge distribution of myoglobin. At pH >
IEPMGB, both silica NPs and myoglobin are negatively charged,
and the adsorption is driven by the charge regulation mechanism of
amino acid groups in myoglobin. In this pH range, a high dipole moment
of myoglobin may drive its adsorption in a preferred orientation on
the silica surface. In the absence of NaCl, myoglobin forms a hard
corona on silica NPs. The addition of NaCl screens electrostatic repulsion
between free protein and protein molecules adsorbed on silica NP surface,
thus driving the formation of an additional soft corona at pH <
IEPMGB. This soft corona is lost upon increasing the pH
> IEPMGB due to electrostatic repulsion between protein–protein
and protein–NP surface. The approach presented in the study
could allow progressive access to the “hidden” binding
sites in the hard corona, which currently is a challenge,[58,59] thus providing a platform to design nanomaterials with controlled
uptake and binding of proteins with a preferred orientation.
Authors: Monika Wasilewska; Małgorzata Nattich-Rak; Agata Pomorska; Zbigniew Adamczyk Journal: Int J Environ Res Public Health Date: 2021-05-06 Impact factor: 3.390