Colloidal assemblies of phospholipids in oil are known to be highly sensitive to changes in system composition and temperature. Despite the fundamental biological and high industrial relevance of these aggregates, the mechanisms behind the structural changes, especially in real oils, are not well understood. In this work, small-angle X-ray scattering (SAXS) was combined with molecular dynamics simulations to characterize the effects of oleic acid, water, and temperature on self-assembled structures formed by lecithin in rapeseed oil. SAXS showed that adding water to the mixtures caused the precipitation of liquid-crystalline phases with lamellar or hexagonal geometry. The combination of SAXS and molecular dynamics simulations revealed that stable spherical reverse micelles in oil had a core radius of about 2 nm and consisted of approximately 60 phospholipids centered around a core containing water and sugars. The presence of oleic acid improved the stability of reverse micelles against precipitation due to the increase in the water concentration in oil by allowing the reverse micelle cores to expand and accommodate more water. The shape and size of the reverse micelles changed at high temperatures, and irreversible elongation was observed, especially in the presence of oleic acid. The findings show the interdependency of the structure of the reverse micellar aggregates on system composition, in particular, oleic acid and water, as well as temperature. The revealed characteristics of the self-assembled structures have significance in understanding and tuning the properties of vegetable oil-based emulsions, food products, oil purification, and drug delivery systems.
Colloidal assemblies of phospholipids in oil are known to be highly sensitive to changes in system composition and temperature. Despite the fundamental biological and high industrial relevance of these aggregates, the mechanisms behind the structural changes, especially in real oils, are not well understood. In this work, small-angle X-ray scattering (SAXS) was combined with molecular dynamics simulations to characterize the effects of oleic acid, water, and temperature on self-assembled structures formed by lecithin in rapeseed oil. SAXS showed that adding water to the mixtures caused the precipitation of liquid-crystalline phases with lamellar or hexagonal geometry. The combination of SAXS and molecular dynamics simulations revealed that stable spherical reverse micelles in oil had a core radius of about 2 nm and consisted of approximately 60 phospholipids centered around a core containing water and sugars. The presence of oleic acid improved the stability of reverse micelles against precipitation due to the increase in the water concentration in oil by allowing the reverse micelle cores to expand and accommodate more water. The shape and size of the reverse micelles changed at high temperatures, and irreversible elongation was observed, especially in the presence of oleic acid. The findings show the interdependency of the structure of the reverse micellar aggregates on system composition, in particular, oleic acid and water, as well as temperature. The revealed characteristics of the self-assembled structures have significance in understanding and tuning the properties of vegetable oil-based emulsions, food products, oil purification, and drug delivery systems.
The self-assembly of
amphiphilic surfactants in solution is an
interesting phenomenon that has wide significance in fields ranging
from fundamental biology to chemical engineering and biotechnology.[1] Particularly interesting biological surfactant
self-assemblies are formed by phospholipids.[2] Besides their essential role in the cell membrane of most organisms,
phospholipids are present and form various aggregates and colloidal
assemblies in many bioproducts, including all plant oils and their
derivatives, and have various industrial applications as surface-active
components. A commonly employed phospholipid surfactant is lecithin,
which is an amphiphilic substance mostly consisting of glycerol-based
phospholipids extracted from food sources such as eggs and soybeans.[3] This makes it biocompatible and nontoxic.Most widely studied and applied self-assembling lecithin systems
include ternary mixtures of lecithin, water, and an organic solvent
of low polarity (oil), which typically take the form of an emulsion
with the hydrophobic tail of the lecithin molecule residing in the
nonpolar oil phase and the hydrophilic headgroup being in contact
with the water.[3] Especially in water-in-oil
systems at very low water concentrations, lecithin molecules assemble
into spherical or cylindrical reverse micelles. Lecithin/water/oil
systems have a wide range of applications as food stabilizers,[4] drug carriers,[5] and
nanoreactors,[6] among other things.A characteristic feature of lecithin/water/oil systems is their
sensitivity to the concentration of water.[3,7,8] Especially at initially low water concentrations,
even a minor increase in the water content can lead to drastic changes
in the reverse micelle morphology or a phase separation. Although
this property can be utilized as the basis of oil degumming,[9] it might cause problems in other industrial processes
such as the purification of vegetable oils by filtration. One way
to modify the system’s response to chemical or physical changes
is to supply it with an additive that modifies or stabilizes the assembly
of the surfactants.[3] In a recent work,
oleic acid was reported to stabilize reverse micelles in systems of
lecithin and water in rapeseed oil.[8] However,
the exact nature of the micellar structures and their temperature
behavior remain unclear.A common challenge in the study of
self-assembled surfactant structures,
especially in oily systems, is the lack of suitable characterization
methods. In particular, many methods that work well for water-based
systems, such as light scattering and surface tension measurements,
suffer from the nonpolarity, low viscosity, and high turbidity of
oil. On the other hand, methods such as transmission electron microscopy
cannot be used for real-time monitoring of changes in the system caused
by external conditions such as temperature. Small-angle scattering
of either X-rays or neutrons is therefore an excellent tool for studying
the nanostructure of micellar solutions, allowing studies under various
conditions and without practically any sample preparation. Moreover,
scattering methods enable the determination of an average nanoscale
structure from a large ensemble of particles, which is a considerable
advantage over microscopy methods. Even though small-angle scattering
has been widely used to elucidate the morphology and morphological
changes of lecithin-based systems in organic solvents such as cyclohexane
or n-decane,[7,10−14] significantly less is known about the morphology of reverse micelles
in real vegetable oils.Although limited in time scales and
system sizes, computational
approaches provide complementary approaches to the structural characterization
of lecithin structures in apolar media on the molecular level. Atomistic
detail approaches to the characterization of phospholipid reverse
micelles concentrate on the structural characterization of the aggregates[15−17] and model assessment[15] in cyclohexane
or benzene solvents. More recently, phospholipid reverse micelles
in triglyceride solvent have been characterized in coarse-grained
detail,[18] and atomistic detail approaches
to capturing reverse micellar aggregate size distributions and assembly
mechanisms in triglyceride solvent exist.[19]In this study, small-angle X-ray scattering (SAXS) was applied
to better understand the role of oleic acid and water addition in
mixtures of lecithin, water, and rapeseed oil. In particular, the
stabilizing effect of oleic acid on the micellar structures at increased
water content and the temperature behavior of these systems were addressed.
Complementary information on the molecular assembly of lecithin and
water in the oil was obtained with atomistic detail molecular dynamics
simulations. Rapeseed oil was chosen as the apolar solvent because
it is a major cooking oil in Europe and has an overall significant
role in food processing, biobased fuels, cosmetics, and personal care
products. The global production of rapeseed is second only to soybeanoil.[20] Furthermore, lecithin is naturally
present in rapeseed oil and forms colloidal aggregates that influence
the oil characteristics.[21]
Experimental Section
Materials
Rapeseed oil (K-brand,
Finland) was purchased
from a supermarket and contained 96.9 wt % triglycerides, 0.6 wt %
free fatty acids, and less than 0.6 ppm phosphorus, as determined
with gas chromatography according to the ISO15304 M standard. Oleic
acid was from VWR Chemicals (Radnor, PA, USA) and consisted of 84.5
wt % oleic acid, 12.5 wt % linoleic acid, and 3 wt % other fatty acids,
mainly palmitic acid and stearic acid. l-α-Lecithin
(from soybean, CAS number 8002-43-5) was obtained from Acros Organics
(Morris Plains, NJ, USA). The lecithin composition, according to the
producer, was 23 wt % phosphatidyl choline, 20 wt % phosphatidyl ethanolamine,
14 wt % phosphatidyl inositol, 8 wt % phosphatidic acid, 8 wt % other
phospholipids, 8 wt % sugars, 15 wt % glycolipids, and 3 wt % triglycerides
as well as a small amount of moisture. The water used in the experiments
was Millipore water produced using a Synergy UV water purification
system (Millipore SAS, Molsheim, France).Rapeseed oil and oleic
acid were dried using 3 Å molecular sieves from Sigma-Aldrich
(St. Louis, MO, USA). The molecular sieves were first dried overnight
(20 h) at 175 °C, after which they were inserted into rapeseed
oil and oleic acid at a concentration of about 3 wt %. The rapeseed
oil was dried in a heating cabinet at 40 °C overnight in order
to reduce the viscosity and enhance drying, whereas the oleic acid
was dried at room temperature. Lecithin was dried in a vacuum desiccator
using regenerated silica granules.The moisture content of the
materials was determined using the
Karl Fischer titration method at room temperature (Mettler-Toledo
Titrator DL35). Lecithin was dissolved in chloroform before measurements.
The average value of these results was calculated, and the standard
deviation based on three repetitions was used as an error estimate.
The obtained moisture contents after drying were 0.015 ± 0.002
wt % for the rapeseed oil, 0.397 ± 0.004 wt % for the lecithin,
and 0.028 ± 0.001 wt % for the oleic acid.
Preparation
of Micellar Solutions
To prepare the micellar
solutions (Table ),
dried rapeseed oil was mixed with a specific amount of oleic acid
(0, 5, 10, or 20 wt %) and 1 wt % lecithin. The solutions were mixed
for 3 h at 70 °C, after which appropriate amounts of Millipore
water were added. To break down the water droplets and better disperse
the water, the solutions were sonicated for a few minutes with a 0.2
s pulse at medium amplitude (Branson S-450 digital sonicator). After
sample preparation, the samples were agitated in a heating cabinet
rotator at room temperature for 5 h and centrifuged to induce macroscopic
phase separation. In the samples that showed phase separation after
centrifugation (indicated in Table ), the precipitated phase and the corresponding supernatant
were characterized separately with SAXS.
Table 1
Total Weight
Fractions of Water and
Oleic Acid in Mixtures of Lecithin (1 wt %) and Rapeseed Oil and Whether
the System Phase Separatesa
sample name
water (wt
%)
oleic acid (wt %)
phase separation
W0(0.8)
0.019
0
no
W0(3)
0.070
0
yes
W0(13)
0.32
0
yes
W0(0.8) + O0(13)
0.019
5
no
W0(3) + O0(13)
0.070
5
yes (weak)
W0(40) + O0(13)
1.0
5
yes
W0(100)
+ O0(13)
2.5
5
yes
W0(0.8) + O0(27)
0.020
10
no
W0(0.9) + O0(52)
0.021
20
no
The
approximate water/lecithin
(W0) and oleic acid/lecithin (O0) molar ratios are indicated in the sample
name, with the numbers in parentheses.
The
approximate water/lecithin
(W0) and oleic acid/lecithin (O0) molar ratios are indicated in the sample
name, with the numbers in parentheses.
Small-Angle X-ray Scattering
Synchrotron–SAXS
measurements were carried out at beamline ID02 of the European Synchrotron
Radiation Facility (ESRF). The wavelength of the X-rays was λ
= 0.995 Å, and the SAXS patterns were collected with a Rayonix
MX-170HS detector. For measurements at room temperature, about 100–200
μL of the sample solution was inserted into a glass capillary
having an outer diameter of 2 mm, and the capillary was sealed with
thermoplastic adhesive. The capillary was placed in the X-ray beam,
and SAXS data were recorded at sample-to-detector distances of 1.3
and 10 m. A temperature series was carried out for selected samples
sealed in aluminum cells (thickness 2 mm) with mica windows using
only the detector distance of 1.3 m. The temperature was varied from
20 to 100 °C and back to 20 °C, with monitoring of the changes
in the structure of the samples at intervals of 10 to 20 °C.
The data were normalized for the transmission of the direct beam,
corrected for the dark field and flat field, and scaled to absolute
intensity using water as a secondary calibration standard.[22,23] Subsequent treatment of the data, including the averaging of frames,
subtraction of the scattering of an empty capillary or sample cell,
merging of data from different detector distances, and rebinning,
was carried out using the SAXSutilities software.The SAXS intensities
from micellar solutions after background subtraction (as explained
in the Results and Discussion section) were
approximated with the function[24]where N, V, and P(q) are the number density,
volume, and form factor of the particles, respectively, and Δρ is the difference in the scattering length
density between the particle and the solvent. In the current case, P(q, R, ϵ) is the
form factor of a prolate ellipsoid (ellipsoid of revolution) with
equatorial and polar semiaxes R and εR, respectively,[24]whereandThe fitting of eq with the form factor of eq to the SAXS intensities was done with Python
scripts and weights proportional to the intensity of each data point.
Computational Methods
The GROMACS 5.1 simulation package[25] with the empirical CHARMM biomolecular force
field[26] was used for the simulations. To
simplify the experimental composition, vegetable oil was modeled as
triolein (because of oleic acid being a major component of rapeseed
oil), lecithin was modeled as a pure 1,2-dioleylphosphatidylcholine
(DOPC), and sugar was modeled as sucrose (because of sucrose being
a major component of the free sugar fraction of soybeanlecithin[27]). Other solution species were considered to
be minority species and were not included in the modeling. The DOPC
was modeled using the CHARMM27 lipid model,[28,29] while triolein was constructed from the DOPC by replacing the phosphorylcholine
group with an additional oleic acid residue. To speed up simulations,
the united atom hydrocarbon tail parameters of Hénin et al.
were used for the solvent.[30] The Glycan
module[31,32] of CHARMM-GUI[33,34] was used to
obtain the parameters for sucrose.The simulations were performed
in the NPT ensemble. Temperature was controlled with the Bussi et
al. thermostat[35] (Tref = 70 °C, τT = 0.5 ps), and pressure
was controlled by the Parrinello–Rahman barostat[36] (Pref = 1 bar, τP = 2 ps). Standard long-range electrostatics treatment (PME,[37] 1.2 nm cutoff, ∼0.12 nm grid spacing,
and fourth-order interpolation) and the Lennard-Jones (smoothly switched
to zero between 1.0 and 1.2 nm) cutoff scheme of CHARMM were used.
The system configuration was propagated by a leapfrog integrator (2
fs time step) with bonds involving hydrogens constrained via LINCS[38] and SETTLE[39] algorithms.Preassembled reverse micelles characterized by their aggregation
number (Nagg = nDOPC), water-to-surfactant mole ratio (W0 = nH/nDOPC), and sugar-to-surfactant mole ratio (S0 = nsugar/nDOPC) were constructed using the Packmol software[40] (Table ). First, a spherical polar core composed of nH water and nsugarsucrose molecules was created. The radius of the sphere was calculated
by assuming the effective volumes of water and sucrose molecules to
be 31 and 358 Å3, respectively. Second, a shell of
DOPC molecules was set around this polar core with the DOPC tails
pointing radially outward. Third, to pre-equilibriate the DOPC reverse
micelle and its polar core, the system was solvated with dodecane,
and an NPT simulation was run with position restraints for 1 ns followed
by 10 ns without restraints. Finally, the pre-equilibrated reverse
micelle was set without the surrounding dodecane solvation shell into
a pre-equilibriated bulk triolein simulation box, where a spherical
cavity corresponding to the radius of gyration of the reverse micelle
polar core had been constructed. To initiate the equilibration of
the system, the aggregate position was restrained inside the cavity
and the triolein solvent was brought into contact with the aggregate
via a brief 50 ps λ-coupling simulation. Finally, unrestrained
production simulations were run for 200 to 500 ns (Table ), with the first 100 ns discarded
as the relaxation period.
Table 2
Number of Lipids
(nDOPC), Water (nH), Sugar (nsugar),
and Triolein (ntriolein) in Each of the
Simulated Systems and
the Simulation Length (t)
nDOPC
nH2O
nsugar
ntriolein
t (ns)
11
11
0
835
200
23
23
0
833
200
46
46
0
822
200
25
25
5
804
200
46
46
9
821
200
67
67
13
814
500
Results and Discussion
Phase Behavior of the Mixtures
at Room Temperature
The SAXS intensities of the mixtures
of lecithin, water, and oleic
acid in oil, as well as pure rapeseed oil and water as references,
all measured at room temperature, are shown in Figure . The intensity from pure rapeseed oil showed
no signs of ordered structures but instead showed a broad maximum
centered roughly around q = 2.8 nm–1 and a sharp increase toward the lower q values.
A similar increase at low q was also observed in
the SAXS intensity of bulk water, which on the other hand was almost
constant above q = 0.5 nm–1. Therefore,
all other features in the SAXS intensities were assumed to originate
from structures involving lecithin, possibly accompanied by some minor
impurities present in the rapeseed oil. In particular, the presence
of nanoscale micellar structures in solution resulted in a broad intensity
distribution centered at q = 0 and extended to about q = 1.5 nm–1 (such as in the W0(0.8) + O0(13) sample), whereas
ordered liquid crystal phases produced sharp diffraction peaks characteristic
of that particular phase (e.g., sample W0(3)). Self-assembled surfactant structures either in solution or
as ordered phases could be detected in all nonprecipitating samples
as well as in all of the precipitated phases. From the supernatant
fractions of the precipitating samples, only the samples with 0.07
wt % water (W0(3) and W0(3) + O0(13)) contained some
reverse micelles in solution. In sample W0(3) + O0(13), the precipitation was weak
and no ordered liquid crystal structures were observed in the lower
part (precipitate) of the sample. The ordered structures of the precipitated
ordered phases, as determined from the locations of the diffraction
peaks, are presented in Table .
Figure 1
SAXS intensities of mixtures of lecithin, water, and oleic acid
in rapeseed oil at room temperature without subtraction of the oil
background and shifted vertically for clarity. In samples with phase
separation, the supernatant and precipitated phases are presented
by dashed and continuous lines, respectively. The two lowest curves
correspond to pure rapeseed oil (continuous line) and water (dashed
line). The diffraction peaks listed in Table are indicated by the letters L and H for
lamellar and hexagonal structures, respectively.
Table 3
Structures of the Precipitated, Ordered
Phases in Mixtures of Lecithin, Water, and Oleic Acid in Rapeseed
Oil Determined by SAXSa
diffraction
peaks
sample
order of reflection
q (nm–1)
structure
W0(3)
1
1.227
lamellar, d = 5.121 ± 0.001 nm
2
2.454
3
3.682
W0(13)
1 (L)
1.137
lamellar, d = 5.5242 ± 0.0003 nm
2 (L)
2.275
3 (L)
3.412
10 (H)
0.943
hexagonal, d = 7.691 ± 0.001 nm
11 (H)
1.634
20 (H)
1.887
W0(40)
+ O0(13)
10
0.728
hexagonal, d = 9.95 ± 0.01 nm
11
1.263
20
1.460
21
1.929
W0(100)
+ O0(13)
10
0.672
hexagonal, d = 10.791 ± 0.008 nm
11
1.165
20
1.346
21
1.777
The distance d refers
to the lamellar period in a lamellar crystal and to the nearest-neighbor
distance between cylinders in a hexagonal crystal.
SAXS intensities of mixtures of lecithin, water, and oleic acid
in rapeseed oil at room temperature without subtraction of the oil
background and shifted vertically for clarity. In samples with phase
separation, the supernatant and precipitated phases are presented
by dashed and continuous lines, respectively. The two lowest curves
correspond to pure rapeseed oil (continuous line) and water (dashed
line). The diffraction peaks listed in Table are indicated by the letters L and H for
lamellar and hexagonal structures, respectively.The distance d refers
to the lamellar period in a lamellar crystal and to the nearest-neighbor
distance between cylinders in a hexagonal crystal.Despite extensive studies using
model systems,[3,7] less
is known about the phase behavior of lecithin and water in normal
vegetable oils.[8,9] On the basis of the data in Figure , a stable microemulsion
of reverse lecithin micelles in oil (L2 phase) was formed
at the lowest water concentration (sample W0(0.8)). The weak peak at q = 1.25 nm–1 (real space distance of 5.0 nm) could possibly originate from the
simultaneous presence of undissolved lecithin. As also indicated by
Lehtinen et al.,[8] a small increase in water
concentration, from about W0 = 1 to 3,
resulted in a phase separation of a precipitated lamellar phase (Lα phase) and an oil solution phase containing some reverse
micelles. According to Lei et al.,[9] the
aggregation and spontaneous phase separation could be caused by the
inversion of the micelle geometry from reverse to normal with increasing
water content. Further increases in water concentration (sample W0(13)) also removed the remaining reverse micelles
from the supernatant and changed the precipitated phase into a mixture
of lamellar and hexagonal phases. The lamellar distance increased
as a result of the incorporation of more water in the precipitate
(Table ). On the basis
of the appearance of the hexagonal phase at higher water concentrations
compared to that of the lamellar phase, the hexagonal phase was concluded
to consist of hexagonally packed cylindrical micelles with normal,
nonreversed geometry (Winsor I equilibrium). Also, the larger distance d obtained for the hexagonal phase rather than for the lamellar
phase (Table ) supports
the idea that the added water was accommodated between the cylinders
rather than inside of them.In line with previous results,[8] the
addition of oleic acid increased the amount of water required to induce
phase separation and precipitation. In the system with 5 wt % oleic
acid, stable reverse micelles in solution were observed at water-to-lecithin
concentrations of up to at least W0 =
3 (sample W0(3) + O0(13)). However, at higher water concentrations (1 wt % and
above) the oleic acid was not able to prevent the formation and precipitation
of hexagonal phases, presumably having normal, nonreversed geometry
(samples W0(40) + O0(13) and W0(100) + O0(13)). Increasing the concentration of oleic acid in
systems with low water content (W0 <
1) did not cause observable precipitation, whereas the effects on
reverse micelle size and shape require more detailed analysis of the
SAXS intensities, as will be performed in the following sections.
Effects of Water and Oleic Acid on the Reverse Micelle Morphology
at Room Temperature
For a more detailed analysis of the size
and shape of the reverse micelles in solution by model fitting, their
contribution to the SAXS intensities had to be separated. Unfortunately,
the reference sample containing pure rapeseed oil produced a strong
power-law contribution to the low q values (below q = 0.4 nm–1), which was probably caused
by some inhomogeneities on the scale of 101 nm and above.
A similar power law behavior with an exponent of between −3.4
and −4 was observed in all samples except for the supernatant
of W0(100) + O0(13), which was otherwise almost identical to the pure oil sample.
The contribution of this low-q power-law behavior
varied between samples, and in some cases it was weaker than in the
oil sample, making it impossible to subtract the oil background directly
from those samples. Therefore, the intensity from the oil sample at
high q values and a suitably scaled power law with
an exponent close to −4 at low q values were
subtracted from the intensity of all seven samples containing reverse
micelles in solution. The resulting SAXS intensities are presented
in Figure .
Figure 2
SAXS intensities
(circles) of mixtures of lecithin, water, and
oleic acid in rapeseed oil, measured at room temperature and corrected
for the oil background by subtracting the intensity of pure oil at
high q and a power law at low q.
Fits of an ellipsoid form factor (eqs and 2), corresponding to the
parameters shown in Table , are shown with a solid line on the fitting range and with
a dashed line outside of it. A power law with an exponent of −4
is shown with a thin dashed line at high q for comparison.
SAXS intensities
(circles) of mixtures of lecithin, water, and
oleic acid in rapeseed oil, measured at room temperature and corrected
for the oil background by subtracting the intensity of pure oil at
high q and a power law at low q.
Fits of an ellipsoid form factor (eqs and 2), corresponding to the
parameters shown in Table , are shown with a solid line on the fitting range and with
a dashed line outside of it. A power law with an exponent of −4
is shown with a thin dashed line at high q for comparison.
Table 4
Results from Fits of Equation with the Form Factor of Prolate
Spheroids (Equation ) to the SAXS Intensities from Micellar Solutions of Lecithin, Water,
and Oleic Acid in Rapeseed Oil Measured at Room Temperaturea
sample
NV2(Δρ)2 (cm–1)
R (nm)
ε
W0(0.8)
0.3156 ± 0.0006
2.119 ± 0.002
1.000b
W0(3), supern.
0.0589 ± 0.0001
2.111 ± 0.002
1.000b
W0(0.8) + O0(13)
0.2523 ± 0.0006
1.915 ± 0.003
1.000b
W0(3) + O0(13), supern.
0.2301 ± 0.0005
2.235 ± 0.003
1.000b
W0(3) + O0(13), precip.
0.409 ± 0.002
2.238 ± 0.005
1.000b
W0(0.8) + O0(27)
0.2715 ± 0.0005
1.79 ± 0.01
1.48 ± 0.03
W0(0.9) + O0(52)
0.3134 ± 0.0005
1.88 ± 0.01
1.63 ± 0.02
Parameters R and εR correspond to the equatorial and polar
radii, respectively.
Value
fixed in order to obtain a
realistic error estimate for R.
The background-subtracted intensities
of all samples at room temperature
(Figure ) were successfully
fitted with the form factor of prolate spheroids (ellipsoid of revolution)
having semiaxes R and εR (eqs and 2). In doing this, the system was approximated to consist of two phases
with distinct mean electron densities: reverse micelle cores and a
surrounding oil phase that also accommodates the main portion of the
phospholipid tails. The justification for this assumption will be
given later on the basis of the molecular dynamics simulations results.
The peak from a lamellar structure in the samples without oleic acid
was excluded from the fitting range.The optimized fitting parameters
(Table ) showed an almost
perfectly spherical shape (ε = 1) with a radius of around 2
nm for reverse micelles in all samples with 5 wt % or no oleic acid,
whereas more elongated shapes (ε > 1) were observed in samples
with 10 and 20 wt % oleic acid. The fits to the samples without oleic
acid (W0(0.8) and the supernatant of W0(3)) yielded identical parameters for the reverse
micelles, indicating that the small amount of added water was included
in the precipitated lamellar phase rather than in the reverse micelles
in solution. On the other hand, in the presence of 5 wt % oleic acid,
the addition of an equal amount of water (from W0 = 0.8 to 3) yielded an increase of about 15% in the reverse
micelle radius (compare samples W0(0.8)
+ O0(13) and W0(3) + O0(13)). This suggests that oleic
acid acted as a cosurfactant and allowed the core region of the reverse
micelle to expand and accommodate more water molecules. The same idea
was also proposed by Lehtinen et al.,[8] and
it is in agreement with the results of Sugiura et al.[12] for a system with phosphatidyl choline in ethyl oleate
and similar oleic acid concentrations. In addition, the reverse micelles
at the lowest water content appeared smaller in the presence of 5
wt % oleic acid (1.9 nm, sample W0(0.8)
+ O0(13)) than in the absence of it (2.1
nm, sample W0(0.8)), which is in line
with the decreasing trend of reverse micelle radius with oleic acid
concentration reported by Sugiura et al.[12] This could be explained by the proposed dual function of oleic acid
and, more specifically, its ability to solubilize phospholipids in
oil at low water concentrations.[8] In this
case, the slightly different solubility of each phospholipid component
would cause the formation of reverse micelles with slightly different
interfacial curvature. At considerably higher oleic acid concentrations
(samples W0(0.8) + O0(27) and W0(0.9) + O0(52)), the reverse micelles started to merge into each
other to form elongated structures, thereby decreasing the total interfacial
area between the reverse micelles and oil. This is probably a more
drastic effect of the oleic acid-induced solubilization of lecithin.Parameters R and εR correspond to the equatorial and polar
radii, respectively.Value
fixed in order to obtain a
realistic error estimate for R.
Detailed Structure of Lecithin-Based Reverse
Micelles
To better understand the assembly of lecithin in
the micellar structures,
molecular dynamics simulations of reverse micelles in oil were conducted.
The significance of the simulations for the study is 2-fold: (i) to
justify the employed two-phase SAXS analysis by mapping the characteristic
density profiles of the formed reverse micellar aggregates at the
molecular level and (ii) to provide an explanation of why the SAXS-based
core radius of 2.1 nm (sample W0(0.8)
in Table ) significantly
exceeds what would be expected if the reverse micelle cores were composed
of densely packed lipid headgroups.[15] Such
dense packing of the headgroups could be expected at low hydration,
when there is a very low amount of water in the reverse micelle cores.
Specifically, because the core radius measured with SAXS is significantly
larger than the extended length of common lipid headgroups (around
1.3 nm), it is relevant to examine the molecular-level structure of
the formed reverse micellar aggregates in more detail with molecular
dynamics simulations.To resolve these two questions via molecular
modeling, first a realistic aggregate size for the simulated reverse
micelles was determined by comparing the mean dimensions of a series
of preassembled aggregates at W0(1) to
the aggregate radius obtained from SAXS analysis (Figure a). The simulations showed
a systematic increase in both the polar core and the overall aggregate
radius with increasing aggregation number Nagg. The presence of sucrose (an amount corresponding to 8 wt % of lecithin)
did not have much effect on the scaling characteristics of the aggregate
size. However, the simulations showed that sucrose packs in the reverse
micelle core, enabling the formation of larger aggregates. This influenced
the overall molecular packing in the aggregates. In the simulations
without sucrose, the DOPCs aggregated in multiple concentric spheroidal
layers at Nagg = 23 to 46. This is due
to a lack of space for lipid headgroups in the micelle cores, which
prevented the formation of large single-layer reverse micelles. However,
the presence of sucrose changed the core packing such that monolayer
adsorption and consequently the formation of larger reverse micelles
is feasible. In total, the finding suggests that sucrose affects not
only the aggregate size but also the packing order in the aggregates.
The best match of the simulated micelle dimensions and the SAXS measured
core size data was obtained with Nagg =
67 and sucrose solubilized in the core.
Figure 3
Results from molecular
dynamics simulations: (a) The radii of complete
reverse micelles and their polar cores as a function of aggregation
number in the presence and absence of sugar. The mean radius determined
from SAXS data is indicated with a dashed line for comparison. (b)
Electron density profile calculated from a simulated aggregate (Nagg = 67, W0(1),
sugar) representative of the experimental mean aggregate size and
the corresponding fit to a two-phase model to assess the degree of
matching between the employed SAXS model and the microstructure of
the simulated aggregate. (c) Radial density profiles of the different
moieties in the aggregate (Nagg = 67, W0(1), sugar).
Results from molecular
dynamics simulations: (a) The radii of complete
reverse micelles and their polar cores as a function of aggregation
number in the presence and absence of sugar. The mean radius determined
from SAXS data is indicated with a dashed line for comparison. (b)
Electron density profile calculated from a simulated aggregate (Nagg = 67, W0(1),
sugar) representative of the experimental mean aggregate size and
the corresponding fit to a two-phase model to assess the degree of
matching between the employed SAXS model and the microstructure of
the simulated aggregate. (c) Radial density profiles of the different
moieties in the aggregate (Nagg = 67, W0(1), sugar).To justify the assumption of a two-phase system used in the
SAXS
analysis and to estimate the electron density difference between the
two phases, the radial electron density profile resulting from the
simulations of a reverse micellar aggregate with Nagg = 67 and sucrose solubilized in the core was plotted
(Figure b). The figure
also shows a two-phase approximation of the electron density, which
was obtained by fitting a step function to the simulated electron
density profile. The location of the step (the distance from the reverse
micelle center point) in the fitted step function corresponds to the
radius of the simulated reverse micelle core, when a two-phase system
is assumed. The radius resulting from the fit is in good agreement
with the radius resulting from the SAXS analysis (included in Figure b for comparison).
This match shows that the chosen approach to the SAXS analysis is
fully supported by the molecular-level structure of the reverse micelles,
as predicted by the modeling. Furthermore, the simulation data enables
the determination of an electron density difference of 0.138 e/Å3 between the reverse micelle core and
the solvent. The estimate is based on the step height in the fit to
the simulated electron density profile. Similar electron density differences
were also observed in the other simulated systems, but noise in the
density profiles excluded quantitative comparison.The simulations
also enabled the characterization of the aggregate
structure and the location of the different components in detail,
as shown by the density plots in Figure c. The figure shows the density distribution
of lecithin headgroups, water, and sucrose in the core of the aggregate
and lecithin tails in the corona. Notably, sucrose, when present,
resides in the core region, with water and lecithin headgroup moieties
forming the outer layer of the core region. The core–corona
interface has a degree of roughness associated with it, as evidenced
by the overlap between solvent and lecithin moieties in the density
distribution graph. Notably, the glyceryl groups of the triglyceride
solvent are enriched at the core–corona interface of the aggregates,
indicating significant solvent penetration to the tail region as well
as favorable interaction between the polar glycerol backbones of triolein
and lecithin. The 2.1 nm radius determined with SAXS is located in
the same region, close to the core–corona interface, solidifying
the interpretation that it corresponds to the radius of the reverse
micelle core.In addition to the simulation-based approach of Figure a and the related
discussion,
an experimental estimate of the aggregation number Nagg can be obtained from the SAXS data. This can be done
using the expressionwhere c is the molar concentration
of lecithin, NA is Avogadro’s number,
and N is the number density of the reverse micelles.
The value of N can be obtained from the fits of eq when the volume of the
reverse micelles (V in eq ) and the scattering length density difference
between them and the surrounding solvent (Δρ in eq ) are known.
Here Δρ = reΔρe, with re being the classical electron radius and Δρe being the electron density difference between the two
phases. By using a value of Δρe = 0.138 e/Å3 for the electron density difference,
as determined from the molecular dynamics simulations (Figure b), and the volume calculated
from the parameters in Table , an aggregation number of Nagg = 56 is obtained for sample W0(0.8).
This aggregation number is within the range previously reported for
egg lecithin in various organic solvents,[3] and it is in good agreement with the simulation results (Figure a).
Effects of
Heating on the Reverse Micelles
To investigate
the effects of temperature on the reverse micellar structures, SAXS
from selected samples was measured at various temperatures, first
by heating the samples from 20 to 100 °C and then by cooling
back to 20 °C. The background subtraction for the heated samples
was carried out similarly as for those measured at room temperature,
except that the power-law exponent at low q was fixed
to −4. The form factor of prolate ellipsoids (eqs and 2) could
be successfully fitted to all samples at most of the temperature points
(Figure ). Only the
three last temperature points of the sample with the highest oleic
acid content (W0(0.9) + O0(52)) could not be fitted because of an emerging peak
at around q = 0.75 nm–1, which
shifted to slightly higher q values when the sample
was returned to 20 °C (Figure d). A similar peak has been observed before and assigned
to a weak repulsive interaction between the reverse micelles,[41] making fitting unreliable without taking into
account the particle–particle interaction by means of a structure
factor.
Figure 4
SAXS intensities (circles) of mixtures of lecithin, water, and
oleic acid in rapeseed oil, measured during a temperature cycle (curves
from up to down) and corrected for the oil background. Fits of an
ellipsoid form factor (eqs and 2) are shown with a solid line
in the fitting range and with a dashed line outside of it. The resulting
equatorial radius R (circles) and polar radius εR (diamonds) are presented in the inset together
with the multiplying factor NV2(Δρ)2 (gray dots). (a) W0(0.8), (b) W0(0.8) + O0(13), (c) W0(3)
+ O0(13), and (d) W0(0.9) + O0(52).
SAXS intensities (circles) of mixtures of lecithin, water, and
oleic acid in rapeseed oil, measured during a temperature cycle (curves
from up to down) and corrected for the oil background. Fits of an
ellipsoid form factor (eqs and 2) are shown with a solid line
in the fitting range and with a dashed line outside of it. The resulting
equatorial radius R (circles) and polar radius εR (diamonds) are presented in the inset together
with the multiplying factor NV2(Δρ)2 (gray dots). (a) W0(0.8), (b) W0(0.8) + O0(13), (c) W0(3)
+ O0(13), and (d) W0(0.9) + O0(52).According to the fitting results of Figure a, the spherical reverse micelles
in sample W0(0.8) retained their shape
throughout the temperature
cycle but shrank in size at higher temperatures. The shrinkage was
almost reversible, meaning that the reverse micelles obtained almost
the same size again upon cooling. This type of shrinkage at elevated
temperatures is often observed in reverse micelle systems and is explained
by an enhanced penetration of oil in the surfactant tail, which increases
the effective volume of the tail.[41] At
the same time, the aggregation number, Nagg, is expected to decrease,[41] which was
observed in our current data as a reversible increase in the number
density of the reverse micelles (N) by >30% (calculated
from NV2(Δρ)2 assuming constant Δρ).
Therefore, in the absence of added oleic acid (sample W0(0.8)), the size of the reverse micelles decreased at
higher temperatures because of reorganization of the phospholipids
into smaller reverse micelles, which took place in order to compensate
for the larger effective tail volume of the phopholipids.The
temperature dependence of the samples containing oleic acid
was substantially different. The samples with 5 wt % oleic acid (W0(0.8) + O0(13)
and W0(3) + O0(13) in Figure b,c,
respectively) showed spherical reverse micelles shrinking at temperatures
of up to 60 °C, after which they started to elongate to prolate
ellipsoids. A major difference between the two samples was that in
the absence of added water (sample W0(0.8)
+ O0(13)) the new prolate shape was preserved
even after decreasing the temperature, whereas in the presence of
more water (sample W0(3) + O0(13)) the reverse micelles returned to close to their
original, spherical shape. The most dramatic changes with temperature
were observed in sample W0(0.9) + O0(52) (Figure d), in which the originally slightly prolate ellipsoids
grew both in length and width during heating and started to interact
with each other with a packing distance of about 8 nm during cooling.
No signs of immediate precipitation were observed in this sample after
heating.Because nonionic reverse micelles in nonaqueous media
normally
exhibit shrinkage and a prolate-to-spherical transformation at higher
temperatures,[42] the different behavior
observed in the current data was attributed to the presence of oleic
acid. The presence of free fatty acids such as oleic acid is known
to enhance lipid oxidation,[43] and the intensity
of these processes increases with temperature.[44] Such reactions could modify the chemical structure of both
the lecithin and oil components, which would lead to differences in
the size and shape of the reverse micelles formed in the system. In
particular, a decrease in the chain length of the phospholipid can
induce the formation of reverse micelles with more elongated geometry.[45] Such a mechanism could also be behind the oleic
acid-induced changes in the temperature dependence of the reverse
micelles in the current study. In particular, the irreversible behavior
in the samples with oleic acid and no added water (samples W0(0.8) + O0(13)
and W0(0.9) + O0(52)) suggests that the chemical composition of the system was altered
as a consequence of heating in the presence of oleic acid. On the
other hand, the presence of added water in sample W0(3) + O0(13) possibly allowed
the reverse micelles to break into smaller ones during heating, which
might have had an effect on the chemical reactions taking place. On
the basis of the results of Kittipongpittaya et al.,[43] the observed effects of oleic acid could also be common
to other similar fatty acids.The studied system is a fascinating
example of colloidal aggregate
formation in plant oils and the response of such aggregates to changes
in the system composition and temperature. The formation and characteristics
of colloidal aggregates have many implications for the use of the
assemblies as solubilization and drug transport systems,[5,46,47] as confined reaction platforms,[6] and in general for the preservation and characteristics
of vegetable oil-based formulations.[21,47,48] The findings show that the self-assembly mechanisms
in apolar solvents and, in particular, this real rapeseed oil system
can be highly sensitive to changes in composition and temperature.
The sensitivity of the colloidal aggregate structures can radically
enhance or diminish the material performance in certain applications
(e.g., reverse micellar nanoreactors, the control of solubility, and
drug release in pharmaceutical formulations). Elucidating the changes
caused by variations in the systems, such as here, is hence of high
importance in both understanding the mechanisms behind the changes
and in the enhanced use of reverse micellar systems in applications.
Conclusions
Self-assembled colloidal structures of lecithin
and other phospholipids
play important roles in the processing and applications of vegetable
oils. These structures are highly sensitive to the composition and
temperature of the system, which can cause various problems related
to material characteristics and the function of the colloidal species
in them. In this work, the water-induced precipitation of lecithin-based
structures and phase separation in rapeseed oil with lecithin could
be prevented by the addition of free fatty acid, which allowed the
lecithin reverse micelles to expand and accommodate more water in
their core regions. On the other hand, larger amounts of the fatty
acid and high temperatures induced an irreversible change in the reverse
micelle geometry from spherical to elongated. The results demonstrate
the delicate balance of multiple factors related to the structure
formation of colloidal aggregates in vegetable oils and highlight
the importance of understanding structural changes in these systems.
Authors: B R Brooks; C L Brooks; A D Mackerell; L Nilsson; R J Petrella; B Roux; Y Won; G Archontis; C Bartels; S Boresch; A Caflisch; L Caves; Q Cui; A R Dinner; M Feig; S Fischer; J Gao; M Hodoscek; W Im; K Kuczera; T Lazaridis; J Ma; V Ovchinnikov; E Paci; R W Pastor; C B Post; J Z Pu; M Schaefer; B Tidor; R M Venable; H L Woodcock; X Wu; W Yang; D M York; M Karplus Journal: J Comput Chem Date: 2009-07-30 Impact factor: 3.376