Justyna Knapik-Kowalczuk1, Daniel Kramarczyk1, Karolina Jurkiewicz1, Krzysztof Chmiel2, Marian Paluch1. 1. Faculty of Science and Technology, Institute of Physics, University of Silesia in Katowice, SMCEBI, 75 Pułku Piechoty 1a, 41-500 Chorzów, Poland. 2. Department of Pharmacognosy and Phytochemistry, School of Pharmacy with the Division of Laboratory Medicine in Sosnowiec, Medical University of Silesia in Katowice, Jagiellonska 4, 41-200 Sosnowiec, Poland.
Abstract
In this study, the phase diagram of the ternary system of ezetimibe-simvastatin-fenofibrate was established. It has been proven that the ternary composition recommended for the treatment of mixed hyperlipidemia forms a eutectic system. Since eutectic mixtures are characterized by greater solubility and dissolution rate, the obtained result can explain the marvelous medical effectiveness of combined therapy. Considering that another well-known method for improving the aqueous solubility is amorphization, the ternary system with eutectic concentration was converted into an amorphous form. Thermal properties, molecular dynamics, and physical stability of the obtained amorphous system were thoroughly investigated through various experimental techniques compared to both: neat amorphous active pharmaceutical ingredients (considered separately) and other representative concentrations of ternary mixture. The obtained results open up a new way of selecting the therapeutic concentrations for combined therapies, a path that considers one additional variable: eutecticity.
In this study, the phase diagram of the ternary system of ezetimibe-simvastatin-fenofibrate was established. It has been proven that the ternary composition recommended for the treatment of mixed hyperlipidemia forms a eutectic system. Since eutectic mixtures are characterized by greater solubility and dissolution rate, the obtained result can explain the marvelous medical effectiveness of combined therapy. Considering that another well-known method for improving the aqueous solubility is amorphization, the ternary system with eutectic concentration was converted into an amorphous form. Thermal properties, molecular dynamics, and physical stability of the obtained amorphous system were thoroughly investigated through various experimental techniques compared to both: neat amorphous active pharmaceutical ingredients (considered separately) and other representative concentrations of ternary mixture. The obtained results open up a new way of selecting the therapeutic concentrations for combined therapies, a path that considers one additional variable: eutecticity.
Mixed
hyperlipidemia is a significant risk factor for the development
of cardiovascular diseases.[1] Dietary modification
and increased physical activity are the first recommended therapy
to modify the abnormal level of the lipids in the bloodstream.[2] Unfortunately, in many cases, lifestyle changes
are not enough to overcome this problem. Therefore, besides a healthy
diet, regular physical activity, alcohol abstinence, and smoking cessation,
the use of lipid-lowering drugs is needed.[3]There are many active pharmaceutical ingredients (APIs) reducing
the level of serum triglycerides and cholesterol. Among them, one
can distinguish (i) statins, which inhibit 3-hydroxy-3-methylglutaryl
coenzyme A reductase, and thereby block the cholesterol synthesis;[4,5] (ii) fibrates, which activate peroxisome proliferator-activated
receptors leading to induce the transcription of genes facilitating
lipid metabolism;[6] and (iii) cholesterol
absorption inhibitors working in the intestinal brush border membrane
such as ezetimibe (EZB).[7] Despite a large
number of cholesterol-lowering APIs, the National Cholesterol Education
Program Adult Treatment Panel III highlights that the monotherapy
of any known drug might not be sufficient to treat mixed hyperlipidemia
properly.[8] Consequently, combined drug
therapy is recommended.[9]It has been
proven, that coadministration of fenofibrate (FEN)
and statin is more effective in controlling atherogenic dyslipidemia
in patients with type 2 diabetes mellitus, metabolic syndrome, or
mixed dyslipidemia than the administration of either drug alone.[10,11] In a similar patient population, the lipid-lowering effects on low-density
lipoprotein cholesterol (LDL-C) and triglycerides were significantly
greater with the coadministration of EZB and FEN compared to each
monotherapy.[12] Moreover, a multitude of
clinical studies proved that the addition of a cholesterol absorption
inhibitor to statin therapy reduces LDL-C and total cholesterol levels
much more effectively than at least a double dose of statin.[13] As Bays et al. showed that the coadministration
of 10 mg of EZB and 10 mg of simvastatin (SVT) results in a similar
reduction in plasma LDL-C level to 80 mg of SVT alone.[14] Since any binary combination of statins, fibrates,
and cholesterol absorption inhibitors brings improved medical effectiveness
in comparison to the monotherapy, Farnier et al. suggested treating
mixed hyperlipidemia with a ternary drug composition.[2] Clinical trials on 611 patients have shown that coadministration
of SVT (20 mg), EZB (10 mg), and FEN (160 mg) effectively improved
the overall atherogenic lipid profile, which could not be achieved
in mono or binary therapy.Both EZB, SVT, and FEN belong to
Biopharmaceutics Classification
System (BCS) class II.[15−19] It means that all these APIs, on the one hand are characterized
by good permeability, but on the other hand, have a problem with poor
aqueous solubility. Low water solubility and slow dissolution rate
of crystalline APIs in the gastrointestinal tract are the major obstacles
impeding the development of drug formulations for oral delivery.[20,21] Therefore, many efforts are currently devoted to improving the solubility-limited
bioavailability of marketed BCS class II pharmaceuticals.[22−24] Several methods might help in reaching this goal.[25] One of them is based on the formation of eutectic systems.[26] A eutectic mixture is defined as a mixture of
two or more components that do not interact to form a new chemical
compound but, at certain ratios are miscible in the molten state,
usually at a temperature lower than the melting points of either of
their constituents.[27] It has been many
times reported that eutectic concentrations play a key role in improving
the absorption of many APIs by increasing their solubility and dissolution
properties.[28,29] With that in mind, one might
wonder whether or not the marvelous therapeutic properties observed
by Farner et al. during the combined therapy with EZB, SVT, and FEN
are connected with the accidental employment of the ternary eutectic
concentration of these APIs. Finding the answer to this question is
the first goal of this paper. To achieve this aim, the ternary phase
diagram of EZB, SVT, and FEN was determined both experimentally and
theoretically.It has to be mentioned that another very well-known
path leading
to the water solubility improvement of the crystalline APIs is their
conversion to amorphous form.[30−37] Thus, the second goal of this paper is to prepare and characterize
the disordered counterparts of the investigated ternary compositions.
Working with amorphous APIs, one cannot forget that such systems have
unfortunately, one disadvantage blocking their widespread use. Namely,
such systems are physically unstable, and thus during the time of
manufacturing, transportation, or storage, they might revert to their
initial, i.e., crystalline form.[38−42] Hence the third goal of this study was to examine
the effect of eutectic concentration on the physical stability improvement
of the ternary amorphous system. To achieve this goal, a series of:
(i) short-term time-dependent dielectric experiments at elevated temperature
conditions as well as (ii) long-term diffraction studies under standard
storage conditions were performed.
Materials
and Methods
Materials
EZB of purity greater than
99% and molecular mass Mw = 409.4 g/mol
was purchased from Polpharma (Starogard Gdański, Poland). This
pharmaceutical is described chemically as ((3R,4S)-1-(4-fluorophenyl)-3-[(3S)-3-(4-fluorophenyl)-3-hydroxypropyl]-4-(4-hydroxyphenyl)
azetid in-2-one). SVT of purity greater than 98% and molecular mass Mw = 418.6 g/mol was purchase from ATOMAX and
is described chemically as butanoic acid, 2,2-dimethyl-(1S,3R,7S,8S,8aR)-1,2,3,7,8,8a-hexahydro-3,7-dimethyl-8-[2[(2R,4R)tetra hydro-4-hydroxy-6-oxo-2H-pyran-2-yl]
ethyl]-1-na-phthalenyl ester. FEN, which is described chemically as
2-[4-(4-Chlorobenzoyl) phenoxy]-2-methylpropanoic acid isopropyl ester
(Mw = 360.83 g/mol), was purchased from
Sigma-Aldrich with purity greater than 99%. All neat APIs were used
as received. Their chemical structures are presented in Figure .
Figure 1
Chemical structures of
EZB, SVT, and FEN.
Chemical structures of
EZB, SVT, and FEN.
Differential
Scanning Calorimetry
The thermal properties of neat, both
crystalline and amorphous EZB,
SVT, and FEN drugs, as well as their binary and ternary systems were
examined by a Mettler–Toledo DSC 1 STARe System
(Columbus, OH, USA) equipped with an HSS8 ceramic sensor and 120 thermocouples.
The instrument was calibrated for temperature and enthalpy using indium
and zinc standards. The melting point was determined as: (i) the onset
temperature in the case of neat APIs and the solidus transition in
the mixtures, or (ii) the peak maximum temperature in the case of
the mixture’s liquidus transition. At the same time, the glass
transition temperature (Tg) was determined
as the midpoint of the heat capacity increment. The samples were measured
in an aluminum crucible (40 μL). All crystalline mixtures were
measured with a rate of 10 K/min, while during the studies of amorphous
samples, two heating rates (5 and 10 K/min) were employed. Each experiment
was at least performed in duplicate.
X-ray
Diffraction
Long-term X-ray
diffraction (XRD) experiments were performed for ternary amorphous
samples stored at room temperature and relative humidity RH ≈
40% on a Rigaku-Denki D/MAX RAPID II-R diffractometer (Rigaku Corporation,
Tokyo, Japan) equipped with a rotating Ag anode, an incident beam
(002) graphite monochromator, and an image plate detector in the Debye–Scherrer
geometry. The wavelength of the incident beam λ was 0.5608 Å.
The pixel size was 100 μm × 100 μm, and the beam
width on the sample was 0.3 mm. Measurements were performed for powder
samples enclosed in borosilicate glass capillaries, and the background
intensity from empty capillary was collected and subtracted. The two-dimensional
diffraction patterns were converted into one-dimensional intensity
data versus the scattering angle. The temperature-dependent XRD measurements
were performed using an Oxford Cryosystem 800 unit.
Broadband Dielectric Spectroscopy
The molecular dynamics
and the time-dependent isochronal physical
stability of the selected ternary amorphous EZB/SVT/FEN systems were
measured utilizing a Novocontrol GMBH Alpha dielectric spectrometer
(Montabaur, Germany). Dielectric spectra were registered in a broad
frequency range from 10–1 to 107 Hz.
During the nonisothermal dielectric experiments, the samples were
heated from temperature T = Tg to T = T(τα= 0.2 ns)
with a step of 2 K. While during isothermal (time-dependent) studies,
the samples were stored under defined T conditions
(specific for each sample) for a longer period of time during which
spectra were registered every 600 s. The temperature was controlled
by a Quattro controller with temperature stability better than 0.1
K. The systems were measured in a parallel-plate cell made of stainless
steel (diameter of 15 mm, and 0.1 mm gap provided by silica spacer
fibers).
Results and Discussion
Determination of Binary Eutectic Mixtures
of EZB-SVT, EZB-FEN, and SVT-FEN Systems
To determine the
eutectic concentrations of three binary systems: EZB/SVT, EZB/FEN,
and SVT/FEN, the physical mixtures of these systems, with the mass
ratio equal to 1:9, 2:8, 3:7, 4:6, 5:5, 4:6, 3:7, 2:8, and 9:1, were
investigated utilizing differential scanning calorimetry (DSC). During
these experiments, the samples were heated up from 303 to 445, 440,
or 420 K in the case of EZB/SVT, EZB/FEN, and SVT/FEN, respectively.
The obtained results together with the DSC curves of neat APIs are
presented in panels a, c, and e of Figure . As can be seen, the thermograms are typical
for eutectic systems. In most cases, one can observe the presence
of two melting endotherms.[43] The onset
temperature of the first peak (i.e., the one located at a lower temperature)
does not change with the mixture content. This temperature is called
the solidus temperature below which the mixture is in its solid—fully
crystalline—state. The temperature of the second melting endotherm
shifts toward or away from the solidus temperature, depending on the
drug concentration. Above this second peak—called liquidus
temperature—the binary mixtures are in the fully molten state.[44] By analyzing the recorded thermograms, the melting
temperatures of the binary drug–drug mixtures were determined.
The obtained results were then used to construct the phase diagrams
(see black squares in Figure b,d,f).
Figure 2
DSC thermograms of the crystalline physical mixtures of:
(a) ezetimibe–simvastatin
(EZB/SVT), (c) ezetimibe–fenofibrate (EZB/FEN), and (e) simvastatin–fenofibrate
(SVT/FEN) together with their phase diagrams (b, d, f, respectively)
which were constructed on the basis of both experimentally determined
data (black squares) and theoretical data obtained based on the Schröder–Van
Laar equation (black dashed lines).
DSC thermograms of the crystalline physical mixtures of:
(a) ezetimibe–simvastatin
(EZB/SVT), (c) ezetimibe–fenofibrate (EZB/FEN), and (e) simvastatin–fenofibrate
(SVT/FEN) together with their phase diagrams (b, d, f, respectively)
which were constructed on the basis of both experimentally determined
data (black squares) and theoretical data obtained based on the Schröder–Van
Laar equation (black dashed lines).As can be seen, all three investigated binary drug–drug
compositions form eutectic systems. The concentration corresponding
to a single melting endotherm is 35 wt % of EZB (i.e., xEZB = 0.645), 10 wt % of EZB (i.e., xEZB = 0.089), and 20 wt % (i.e., xSVT = 0.177) of SVT for EZB/SVT, EZB/FEN, and SVT/FEN, respectively.
In addition to the experimentally determined mole fraction dependence
of liquidus temperatures presented in Figure b,d,f as black points, the theoretical values
were calculated by means of the Schröder–Van Laar equation
defined as follows:[44,45]where ΔH0 represents the heat of fusion (J·mol–1), T0 is the melting point
of one of
the pure drugs in the mixture, T is the melting point
of the binary mixture at a specific mole fraction, x, and R represents the gas constant. The theoretically
obtained liquidus curves are presented as dashed lines in panels b,
d, and f of Figure . Both experimental and theoretical mole fraction dependences of
liquidus temperature are in good agreement, while the error of the
eutectic points determined from both these methods is less than 3.5%.
Because the eutecticity of EZB/FEN and SVT/FEN systems is not so obvious
as it is in the case of EZB/SVT more detailed data are shown in the
Supporting Information (see Figures S1 and S2).
Determination of the Ternary Eutectic EZB–SVT–FEN
System
In order to determine the ternary eutectic point of
the EZB/SVT/FEN system, 37 mixtures having various concentrations
of these drugs have been prepared and investigated utilizing DSC.
Points in Figure a
represents the investigated concentrations. During these experiments,
samples were heated up from 298 to 440 K with a rate of 10 K/min.
The selected DSC thermograms of the representative samples are presented
in Figure b together
with the thermograms of neat APIs. As can be seen, depending on the
drug content, the thermogram of EZB/SVT/FEN might reveal one, two,
or three endothermal events. The concentrations at which three thermal
events were observed is marketed in panel a of Figure as a blue area. The green area represents
concentrations at which two melting endotherms were registered, while
the red color corresponds to the eutectic concentration, revealing
a single sharp thermal event. By performing a temperature-dependent
XRD experiment on the sample for which the three thermal events were
registered, it was possible to identify that the first thermal event
corresponds to the melting of FEN, the second to the melting of SVT,
while the third to the EZB’s melting (see panel c of Figure ). Herein, it is
worth emphasizing that the formation of co-crystals of the EZB/SVT/FEN
system can be excluded based on the performed thermal analysis. It
is because the cocrystals melt in the temperature range between the
neat component melting.[46−48] In comparison, all investigated
thermograms reveal one melting endotherm having an onset at a lower
temperature than the melting of each neat sample (compare the thermograms
of neat APIs and the representative mixtures presented in panel b
of Figure ).
Figure 3
(a) Ternary
plot illustrating by points the investigated compositions
of EZB/SVT/FEN; colors represent the concentration areas where during
heating one, two, or three melting endotherms were registered (one—red
area, two—green area, three—blue area); (b) the DSC
thermograms of the representative systems from those three areas (c)
the XRD patterns of the EZB/SVT/FEN sample for 60/30/10 concentration
as a function of temperature from 295 to 415 K. Diffractograms for
neat crystalline FEN, SVT, and EZB are also shown. Melting of FEN,
SVT, and EZB is observed as the Bragg peaks disappear corresponding
to their crystalline phases at 350, 383, and 415 K, respectively.
(a) Ternary
plot illustrating by points the investigated compositions
of EZB/SVT/FEN; colors represent the concentration areas where during
heating one, two, or three melting endotherms were registered (one—red
area, two—green area, three—blue area); (b) the DSC
thermograms of the representative systems from those three areas (c)
the XRD patterns of the EZB/SVT/FEN sample for 60/30/10 concentration
as a function of temperature from 295 to 415 K. Diffractograms for
neat crystalline FEN, SVT, and EZB are also shown. Melting of FEN,
SVT, and EZB is observed as the Bragg peaks disappear corresponding
to their crystalline phases at 350, 383, and 415 K, respectively.The 3D phase diagram constructed based on the experimental
data
is presented in panel a of Figure . To better visualize the concentration dependence
of melting temperatures, the graph was divided into three 2D layers
(see panels b, c, and d of Figure ). From the ternary phase diagram, the eutectic point
of EZB/SVT/FEN was found at a 10/20/70 mass ratio.
Figure 4
(a) 3D phase diagram
of the EZB/SVT/FEN system constructed based
on the experimental data; (b-d) 2D layers represents three melting
areas presented in panel a; (e) 3D phase diagram of the EZB/SVT/FEN
system constructed based on the theoretical data.
(a) 3D phase diagram
of the EZB/SVT/FEN system constructed based
on the experimental data; (b-d) 2D layers represents three melting
areas presented in panel a; (e) 3D phase diagram of the EZB/SVT/FEN
system constructed based on the theoretical data.Since the precision in the determination of the eutectic point
by the experimental method is associated with the number of investigated
points (samples), the liquidus curves of the investigated system have
also been calculated from the enthalpy of fusion and melting point
of the neat components by the Schröder–Van Laar equation
(see eq ). The predicted
concentration dependence of the liquidus temperature and, consequently,
ternary eutectic point of the EZB/SVT/FEN system are presented as
a 3D phase diagram in panel e of Figure . Comparing the ternary eutectic concentration
determined from the experimental and theoretical approach, one can
note that both these methods give similar results (i.e., there are
no more than 5% differences between theoretically and experimentally
determined eutectic concentration). The obtained results clearly indicate
that during the combined therapy of EZB/SVT/FEN, which was proposed
by Farner et al.,[2] the eutectic compositions
were not employed. Nevertheless, it is worth noting that the concentration
of this system (i.e., EZB5.3/SVT10.5/FEN84.2) is close (±15%)
to the concentration of the eutectic mixture determined in this paper.
Consequently, it would be extremely interesting to check the therapeutic
effectiveness of the EZB10/SVT20/FEN70 (eutectic) system for which
the solubility, dissolution rate, and bioavailability should be better
than the one proposed as a therapeutic. Nevertheless, because another
competing method to the eutectic formation method to improve the solubility
of BCS class II pharmaceuticals is amorphization, in the further part
of the paper we will convert ternary EZB/SVT/FEN systems to the amorphous
form and investigate its physicochemical properties.
Thermal Properties of Ternary Amorphous EZB/SVT/FEN
Systems
The quench-cooled neat amorphous EZB, SVT, and FEN,
when measured by means of DSC with a rate of 10 K/min, have a glass
transition (Tg) at temperature equal to
336, 306, and 254 K, respectively (see Figure ). Comparing the thermograms of the neat
APIs, one can note that only FEN re-crystallizes during further heating
with this rate, i.e., on the DSC curve both the exothermal event associated
with recrystallization as well as the endothermal process connected
with melting of the devitrified fraction of the samples are visible.
To assess the tendency toward the recrystallization of the other APIs,
slower heating rates, equal to 5 and 2.5 K/min, were employed. As
can be seen the intermediate tendency toward recrystallization reveals
EZB. Namely, the recrystallization of this API was registered at 415
K, when measured with a rate of 5 K/min, while, the greatest physical
stability shows SVT, because no exothermal event was obtained even
at 2.5 K/min heating rate.
Figure 5
DSC thermograms of neat amorphous FEN (blue
line), SVT (green lines),
and EZB (red lines) measured with heating rates of 10, 5, and 2.5
K/min.
DSC thermograms of neat amorphous FEN (blue
line), SVT (green lines),
and EZB (red lines) measured with heating rates of 10, 5, and 2.5
K/min.To find out how the thermal properties
of the mentioned pharmaceuticals
vary when the drugs are mixed together, 37 ternary amorphous mixtures
containing various mass ratios of EZB, SVT, and FEN were measured
using the DSC technique. All the measurements were carried out from
240 to 440 K at the rate of 10 and 5 K/min. The DSC thermograms of
eight of the most representative samples are depicted in Figure a. As can be seen,
the mixtures containing EZB, SVT, and FEN are characterized by a single
glass transition event suggesting a lack of phase separation. It has
been many times reported that if components are not or only partially
miscible, the DSC curve of its amorphous composition should reveal
two or more separate Tg values (each belonging
to the appropriate sample fraction).[49] On
the basis of all obtained data at the heating rate of 10 K/min, the
concentration dependence of the glass transition temperature for the
EZB/SVT/FEN system has been constructed, and is presented in Figure b. As can be seen,
the Tg value strongly depends on the system
concentration. It increases with increasing EZB or SVT content. If
the mass fraction of FEN is higher than 0.3, the composition is characterized
by Tg lower than the room temperature.
On the other hand, the highest Tg values
possess the systems having a mass fraction of EZB and SVT higher than
0.7 and 0.3, respectively.
Figure 6
(a) DSC thermograms of eight representative
ternary amorphous EZB/SVT/FEN
systems, (b) the concentration dependence of the glass transition
temperature of the EZB/SVT/FEN system.
(a) DSC thermograms of eight representative
ternary amorphous EZB/SVT/FEN
systems, (b) the concentration dependence of the glass transition
temperature of the EZB/SVT/FEN system.It should be pointed out that none of the tested samples showed
a tendency toward recrystallization both at 10 and 5 K/min heating
rates. This result indicates that the physical stability of neat FEN
and EZB was improved by the presence of the other APIs, regardless
of whether the antiplasticization or plasticization effect was exerted.In the further part of this paper, we will precisely investigate
how the physical stability of the amorphous form of the investigated
APIs changes depending on the mixture concentration. For that purpose,
two kinds of experiments have been performed. The first approach considers
the fact that the physical stability of amorphous APIs strongly depends
on its molecular mobility. Consequently, all systems were examined
under the same isochronal conditions (i.e., τα = const.). The second approach takes into account that all pharmaceutical
products are finally stored under standard storage conditions (i.e., T = 298 K and RH = 40%). Thus, the investigated
systems were stored for longer period of time at that particular,
well defined conditions, and every once in a while, their stability
was investigated by means of the XRD technique.
Molecular Dynamics of the Selected Supercooled
Ternary System of EZB/SVT/FEN
In this section, the molecular
mobility of eight selected ternary systems of EZB/SVT/FEN was investigated.
The selection considered the most representative concentrations (see
points in Figure b)
among which both the ternary eutectic and therapeutic systems were
included. The aim of these experiments was twofold. On the one hand,
the effect of additives on the molecular dynamics and the tendency
toward recrystallization of the neat APIs were investigated. While
on the other hand, the results of these studies allow us the proper
selection of the storage conditions of the samples in the further
stability tests in such a way that the systems are characterized by
a constant relaxation time. To investigate the differences in the
molecular mobility of the investigated ternary amorphous systems,
the dielectric loss spectra of these samples were measured by means
of broadband dielectric spectroscopy (BDS). The dielectric measurements
were performed in the wide frequency (from 10–1 to
107 Hz) and temperature range (from T = Tg to T = T(τα = 0.2 ns). The representative spectra of the ternary EZB/SVT/FEN
composition having documented the excellent therapeutic effect on
mixed hyperlipidemia treatment are shown in Figure a.
Figure 7
(a) Dielectric loss spectra collected above
the glass transition
temperature of ternary amorphous EZB 5.3/SVT 10.5/FEN 84.2 systems.
(b) Temperature dependence of the structural relaxation times determined
by using the BDS technique for pure amorphous EZB (gray squares),
pure amorphous SVT (gray triangles), pure amorphous FEN (gray circles),
and their ternary mixtures that contain various mass ratios of: EZB
70/SVT 10/FEN 20 (orange circles), EZB 40/SVT 40/FEN 20 (yellow squares),
EZB 10/SVT 70/FEN 20 (dark green triangles), EZB 30/SVT 30/FEN 40
(light green diamonds), EZB 40/SVT 10/FEN 50 (cyan hexagons), EZB
10/SVT 40/FEN 50 (light blue pentagons), EZB 10/SVT 20/FEN 70 (dark
blue triangles), and EZB 5.3/SVT 10.5/FEN 84.2 (navy stars). Solid
black lines are the VFT1 fits, dashed red line marks the
region, where τα = 0.63 μs, while red
arrows represent the temperatures which corresponds to τα = 0.63 μs for each sample.
(a) Dielectric loss spectra collected above
the glass transition
temperature of ternary amorphous EZB 5.3/SVT 10.5/FEN 84.2 systems.
(b) Temperature dependence of the structural relaxation times determined
by using the BDS technique for pure amorphous EZB (gray squares),
pure amorphous SVT (gray triangles), pure amorphous FEN (gray circles),
and their ternary mixtures that contain various mass ratios of: EZB
70/SVT 10/FEN 20 (orange circles), EZB 40/SVT 40/FEN 20 (yellow squares),
EZB 10/SVT 70/FEN 20 (dark green triangles), EZB 30/SVT 30/FEN 40
(light green diamonds), EZB 40/SVT 10/FEN 50 (cyan hexagons), EZB
10/SVT 40/FEN 50 (light blue pentagons), EZB 10/SVT 20/FEN 70 (dark
blue triangles), and EZB 5.3/SVT 10.5/FEN 84.2 (navy stars). Solid
black lines are the VFT1 fits, dashed red line marks the
region, where τα = 0.63 μs, while red
arrows represent the temperatures which corresponds to τα = 0.63 μs for each sample.The dielectric loss spectra of all investigated ternary systems
exhibit two features: the dc-conductivity associated with the translational
motions of ions and the structural (α) relaxation process related
to the cooperative rearrangement of the drug molecules. As shown in Figure a, the α-relaxation
mode moves toward a higher frequency with increasing temperature,
indicating increased molecular mobility. It is also worth noting that
none of the investigated systems reveal a drastic drop in the intensity
of the structural relaxation peak during the heating procedure. This
indicates an absence of the cold crystallization of the mixtures,
which is especially interesting since, according to the literature
reports, neat amorphous EZB and FEN, during similar dielectric experiments,
would recrystallize.[34,50,51] The onset of the recrystallization process was registered at temperatures
at which the maximum of the α-relaxation was located at a frequency
from the range 104–105 Hz. Since devitrification
of the APIs from the ternary mixtures was not observed, one can conclude
that the enhancement of the physical stability is mainly driven by
a thermodynamic factors (i.e., configurational entropy, enthalpy,
or Gibbs free energy). If a kinetic factor (i.e., molecular mobility)
would play here a key role, one could expect the presence of the recrystallization
at similar, i.e., isochronal, conditions as in the case of neat APIs.From the analysis of dielectric loss spectra, the temperature dependencies
of the structural relaxation times (τα(T)) for all investigated ternary compositions were obtained.
The comparison of the τα(T) dependencies of the measured ternary systems and neat APIs is presented
in Figure b. The relaxation
times were determined from fitting of dielectric spectra by the Havriliak–Negami
(HN) function with the dc conductivity term, which is defined as follows:[52]where ε is the high-frequency limit permittivity,
ε0 denotes the permittivity of vacuum, Δε
is the dielectric strength, ω is equal to 2πf, τ is the HN relaxation time,
and a and b represent symmetric
and asymmetric broadening of the relaxation peak. By employing the
determined fitting parameters, we finally calculated the τα values utilizing the following equation:Usually, in the supercooled liquid
region, the τα(T) shows non-Arrhenius
behavior and might be well
parameterized by the Vogel–Fulcher–Tammann (VFT) equation:[53−55]where τ, T0, and B are the fitting parameters.
Parameter τ∞ is a pre-exponential factor denoting
the upper limit of temperature
for τα, which is correlated
to the vibrational frequency (∼10–11 to 10–14 s). T0 is the Vogel
temperature, which corresponds to the state with infinite relaxation
time, and B = DT0, where D quantifies the deviation from the simple Arrhenius behavior. Since
it has been previously noted that the temperature evolution of structural
relaxation time of neat EZB does not conform over the entire experimental
temperature range to a single VFT equation,[34] thus prior to the fitting procedure each τα(T) dependence was analyzed by the derivative method
proposed by Stickel.[56] This approach requires
the employment of the operator [d(log(τα))/dT]−1/2 = (T – T0)B–1/2, which linearized the VFT equation. Consequently,
it was easy to determine the temperature regions in which the experimental
data were well parameterized by a single VFT. This method confirmed
that in almost all investigated ternary systems the obtained data
had to be fitted using two VFT functions to cover the entire temperature
range (except two concentrations with eutectic and therapeutic properties,
i.e., EZB10/SVT20/FEN70 and EZB5.3/SVT10.5/FEN84.2). The temperature
at which the VFT1 and VFT2 intersect (Tcross), and all the fitting parameters are shown
in Table . Additionally,
the VFT1 fits are presented in Figure b as solid lines.
Table 1
Comparison
of the Values of Tg Obtained from DSC
and BDS, Fragility Parameters,
VFT1 Fitting Parameters, Tcross, and T(τα = 0.63 μs)
for Neat Amorphous EZB, SVT, and FEN Drugs, and Their Ternary Amorphous
Mixtures at Mass Ratios 70/10/20, 40/40/20, 10/70/20, 30/30/40, 40/10/50,
10/40/50,10/20/70, and 5.3/10.5/84.2
sample
Tg(DSC) [K]
Tg(BDS) [K]
mp
τ∞ [s]
B
T0 [K]
Tcross [K]
T(τα = 0.63 μs) [K]
EZB
336
333
93
–11.81 ± 0.03
1130 ± 11
301.1 ± 0.3
355
388
SVT
305
303
91
–15.68
± 0.13
2386 ± 51
244.0 ±
0.9
353
FEN
254
251
95
–13.52
± 0.17
1465 ± 10
209.3 ±
1.0
298
70/10/20
313
311
102
–12.51
± 0.08
1483 ± 30
266.5 ±
0.7
395
369
40/40/20
302
301
104
–12.93
± 0.12
1576 ± 41
256.4 ±
1.0
382
357
10/70/20
291
290
98
–13.78
± 0.09
1769 ± 33
242.4 ±
0.7
368
343
30/30/40
285
284
97
–12.75
± 0.10
1514 ± 36
240.1 ±
0.8
355
340
40/10/50
283
282
95
–12.79
± 0.08
1564 ± 27
237.1 ±
0.6
361
340
10/40/50
272
271
98
–13.18
± 0.14
1553 ± 46
277.7 ±
1.0
344
325
10/20/70
265
263
97
–12.57
± 0.09
1346 ± 25
223.1 ±
0.6
315
5.3/10.5/84.2
260
257
99
–12.55
± 0.04
1280 ± 13
219.0 ±
0.3
307
Because of the fact that VFT1 well
describes the data
in the region below the crossover temperature, it was utilized to
estimate the kinetic glass transition temperature of each ternary
system. The Tg value from BDS experiments
was obtained using the commonly known definition Tg = T(τα = 100
s). These values are collected in Table , together with the Tg values determined from DSC. As can be noted, the glass transition
temperature values determined by using two different methods slightly
differ. The observed discrepancy between the kinetic and the calorimetric Tg values is associated with the different heating
rates used in these experiments.Finally, the τα(T) dependences,
determined from the dielectric data, were utilized for selecting the
appropriate temperature conditions for further short-term physical
stability studies performed at elevated temperature conditions. For
that purpose, the straight line has been drawn at a fixed structural
relaxation time equal to 0.63 μs (see the red dashed line in Figure b). Temperatures
determined from the intersection of the drawn line with the temperature
dependences of the samples structural relaxation times are collected
in Table .
Physical Stability Studies of Selected Supercooled
Ternary Systems Containing EZB, SVT, and FEN under Isochronal Temperature
Conditions
In this section, the physical stability of neat
APIs and five ternary amorphous EZB/SVT/FEN systems were investigated
and compared with each other. All samples were measured under temperature
conditions at which their structural relaxation time (τα) is equal to 0.63 μs. This particular condition
was chosen based on previously published physical stability data of
the neat EZB and FEN. According to the recalled data, EZB and FEN
were stored at a temperature at which τα =
0.63 μs should fully recrystallize after ca. 2.5 and 4.5 h,
respectively.[34,51] First, to make sure that the
physical stability of neat EZB and FEN is independent of the used
batch as well as to investigate the recrystallization tendency of
neat SVT stored at T = T(τα = 0.63 μs), the isothermal time-dependent dielectric experiments
of these three neat APIs were performed. During these measurements,
the spectra of the complex dielectric permittivity ε*(ω)
= ε′(ω) – iε″(ω)
were investigated at specified time intervals of 600 s. By utilizing
the dielectric spectroscopy, the recrystallization can be followed
in both the real (ε′) and imaginary
(ε″) parts of the complex dielectric
permittivity, reflected by a decrease of the static permittivity (εs) and reduction of the loss peak intensity with time, respectively.[57,58] For our purpose, the real part of complex dielectric permittivity
was selected for further analysis. The obtained results are shown
in Figure a-c.
Figure 8
(a-c) Dielectric
spectra of the real parts of the complex dielectric
permittivity collected during the time-dependent isothermal experiment
of: (a) EZB performed at 388 K, (b) FEN performed at 298 K, and (c)
SVT performed at 353 K. (d) normalized dielectric constants ε′N of EZB (squares), SVT (triangles), and FEN (circles) as a
function of time from crystallization processes occurring at T = T(τα = 0.63
μs).
(a-c) Dielectric
spectra of the real parts of the complex dielectric
permittivity collected during the time-dependent isothermal experiment
of: (a) EZB performed at 388 K, (b) FEN performed at 298 K, and (c)
SVT performed at 353 K. (d) normalized dielectric constants ε′N of EZB (squares), SVT (triangles), and FEN (circles) as a
function of time from crystallization processes occurring at T = T(τα = 0.63
μs).As can be clearly seen, EZB recrystallizes
the fastest among the
tested neat APIs, while SVT is characterized by the highest physical
stability. The progress of crystallization is usually analyzed in
terms of the normalized real permittivity (ε’N) defined as follows:[59−61]where ε′(0)
is
the initial static dielectric permittivity, ε′(∞)
is the long-time limiting value, and ε′(t) is the value
at time t. The comparison of the normalized data
plotted versus time is shown in panel d of Figure . The obtained results indicate that the
crystallization half-life time (t0.5)
of neat EZB, FEN, and SVT stored at a temperature at which τα = 0.63 μs is equal to 79, 114, and 330 min, while
the entire devitrification takes 2, 4, and 25 h, respectively. Since
the determined physical stability times of both EZB and FEN are in
good agreement with the previously published data, one can conclude
that the sample batch has no impact on the tendency toward recrystallization.Knowing the physical stability of neat APIs at the chosen isochronal
conditions, we performed similar physical stability experiments for
the ternary compositions. The concentrations selected for these studies
correspond to the eutectic concentration (EZB10/SVT20/FEN70), therapeutic
concentration proposed by Farnier et al. (EZB5.3/SVT10.5/FEN84.2)[2] and three representative concentrations which
τα(T) are presented in Figure b as cyan hexagons,
light green diamonds, and light blue pentagons (EZB40/SVT10/FEN50,
EZB10/SVT40/FEN50, and EZB30/SVT30/FEN40, respectively). The other
three representative concentrations (EZB10/SVT70/FEN20, EZB40/SVT40/FEN20,
and EZB70/SVT10/FEN20) were not tested since temperatures at which
their τα = 0.63 μs are higher than the
solidus temperature. In order to determine the temperature appropriate
for each investigated sample (i.e., temperature at which τα = 0.63 μs) we used molecular dynamics data, described
in the above section, presented in Figure b. Since the time of physical stability of
the ternary system turned out to be much longer than for neat APIs,
the samples were left for a longer period of time in the laboratory
ovens and from time to time, they were connected to the dielectric
spectrometer in order to register the progress of their recrystallization.
When the devitrification process ceased, the obtained data were normalized
in the same fashion as in the case of neat APIs. The kinetic curves
obtained for all investigated samples, i.e., both neat APIs and their
five ternary compositions, are compared in Figure .
Figure 9
Normalized dielectric constants ε′N of
neat amorphous EZB (gray squares), SVT (gray triangles), and FEN (gray
circles) as well as their ternary amorphous systems containing 5.3/10.5/84.2
(navy stars), 10/20/70 (dark blue triangles), 10/40/50 (light blue
pentagons), 40/10/50 (cyan hexagons),and 30/30/40 (green diamonds)
mass ratio of EZB/SVT/FEN as a function of crystallization time occurring
at T = T(τα = 0.63 μs).
Normalized dielectric constants ε′N of
neat amorphous EZB (gray squares), SVT (gray triangles), and FEN (gray
circles) as well as their ternary amorphous systems containing 5.3/10.5/84.2
(navy stars), 10/20/70 (dark blue triangles), 10/40/50 (light blue
pentagons), 40/10/50 (cyan hexagons),and 30/30/40 (green diamonds)
mass ratio of EZB/SVT/FEN as a function of crystallization time occurring
at T = T(τα = 0.63 μs).As can be seen, the ternary
composition having a therapeutic concentration
of the drugs (EZB 5.3/SVT 10.5/FEN 84.2) recrystallizes the fastest
among all investigated systems. The half-life time of this compositions
is equal to 10.5 h, while the process ends after 13.5 h. The high
content of FEN is probably the main reason for the quicker devitrification
of this system in comparison to the neat SVT. It is worth noting that
the other ternary compositions become fully crystalline after a significantly
longer time than any investigated neat API. This result, without a
doubt, confirms the positive effect of combining the tested pharmaceuticals
on the physical stability of their amorphous form.To better
visualize and consequently properly compare the tendency
of the investigated compositions toward devitrification, the times
of crystallization onset, half-life, and endset have been presented
in Figure .
Figure 10
Comparison
of the crystallization onset, half-life time, and endset
of neat amorphous EZB, SVT, and FEN, as well as their ternary amorphous
systems containing 5.3/10.5/84.2, 40/10/50, 10/40/50, 30/30/40, and
10/20/70 mass ratio of EZB/SVT/FEN.
Comparison
of the crystallization onset, half-life time, and endset
of neat amorphous EZB, SVT, and FEN, as well as their ternary amorphous
systems containing 5.3/10.5/84.2, 40/10/50, 10/40/50, 30/30/40, and
10/20/70 mass ratio of EZB/SVT/FEN.As can be seen, EZB40/SVT10/FEN50 is the second-fastest crystallizing
system among those investigated. This result is not surprising—the
system contains as much as 40% of EZB and 50% of FEN, which under
similar conditions, crystallize much faster than SVT (see the inset
of Figure ). The
composition of EZB10/SVT40/FEN50 reflects this dependence even better.
Namely, because of the much greater amount of SVT than in the previous
case, its devitrification takes a much longer period of time. It is
worth highlighting that the full crystallinity of this system is reached
even later than for EZB30/SVT30/FEN40, which begins to devitrify ca.
10 h later than EZB10/SVT40/FEN50. The latter composition has a smaller
amount of SVT than EZB10/SVT40/FEN50, which can easily explain why
its crystallization process is shorter. The only composition for which
physical stability cannot be explained in a similar, as the above,
way is EZB10/SVT20/FEN70. It is worth recalling that this particular
concentration corresponds to the eutectic system. Recently Kissi et
al. showed that in the case of binary amorphous drug–drug compositions
of indomethacin–naproxen, nifedipine–paracetamol, and
paracetamol–celecoxib, the highest physical stability was observed
at ratios analogous to the eutectic concentrations of the respective
crystalline mixtures.[62] Taking this fact
into account, one might conclude that regardless of the amount of
the ingredients, the specific interactions, which on the one hand,
are responsible for the formation of eutectic in crystalline mixtures,
play a significant role in improving the physical stability of their
amorphous counterparts.
Long-Term Physical Stability
Studies of Selected
Ternary Amorphous Systems Containing EZB, SVT, and FEN at Room Temperature
In the previous section, the physical stability of the representative
amorphous mixtures of EZB/SVT/FEN was studied at selected isochronal
conditions (τα = 0.63 μs). Without a
doubt, such experiments are essential from a cognitive point of view.
Namely, they can help in finding a true molecular origin of the inhibition
of recrystallization in the multicomponent amorphous systems. However,
during such studies, each sample is stored at totally different temperature
conditions (from 298 K in the case of neat FEN up to 388 K for neat
EZB). Thus, from a practical point of view, it is also very important
to investigate the physical stability of the ternary amorphous systems
under conditions corresponding to the standard storage conditions
(i.e., constant temperature Troom = 298
K and relative humidity RH = 40%). Having this in
mind, we performed long-term physical stability studies at such conditions
for eight selected ternary amorphous EZB/SVT/FEN systems (concentrations:
5.3/10.3/84.2, 10/20/70, 10/40/50, 40/10/50, 30/30/40, 10/70/20, 40/40/20,
and 70/10/20). These measurements were realized by means of the XRD
technique. The representative XRD patterns obtained during these experiments
are presented in Figure . As can be seen in panel a of Figure , the diffractograms of all freshly prepared
systems are characterized by broad, diffuse peak which confirms that
the crystalline long-range order was destroyed in the investigated
samples. This result proves that the tested ternary systems were fully
amorphous just after the applied amorphization procedure. Next, the
samples were left in a glow box, where humidity and temperature were
monitored. The XRD diffraction patterns of these systems were collected
once a week for the first month of the experiment, and then once a
month for next 5 months. Data presented in panel b of Figure indicate that the composition
with a ratio of 5.3/10.3/84.2 (therapeutic system proposed by Farner
et al.) begins to recrystallize the fastest among all investigated
ternary systems. We noticed the first sign of its recrystallization
just after 15 days after amorphization. It should be noted that destabilization
of this system begins from FEN recrystallization.
Figure 11
Representative XRD patterns
of the selected ternary amorphous systems
of EZB/SVT/FEN measured: (a) just after amorphization and (b) after
long-term storage of the samples at T = 298 K.
Representative XRD patterns
of the selected ternary amorphous systems
of EZB/SVT/FEN measured: (a) just after amorphization and (b) after
long-term storage of the samples at T = 298 K.The second sample for which the recrystallization
was observed
during the performed studies is 40/10/50 (EZB/SVT/FEN, respectively).
The appearance of sharp Bragg’s peaks in the XRD diffraction
pattern of this composition was registered 2 months after its amorphization.
In this case, both recrystallization of FEN and EZB from the composition
was noted. All other ternary amorphous systems do not reveal loss
of their physical stability even after 6 months of storage. It is
worth noting that the results obtained from long-term XRD studies,
are relatively consistent with the stability studies performed at
isochronal conditions by BDS. Namely, (i) the fastest recrystallization
was observed for the EZB/SVT/FEN system with the concentration of
5.3/10.3/84.2, (ii) the second least stable system was the one with
40/10/50 concentration, and (iii) the ternary amorphous system having
a concentration corresponding to the eutectic system (i.e., EZB10/SVT20/FEN70)
is characterized by significantly higher physical stability than the
concentrations described above. It should be pointed out that at the
chosen experimental conditions (Troom)
some of the samples were measured in the supercooled liquid, while
the others at their glassy state (compare the position of the red
dashed line, which is marked Troom in Figure a with the distance
from Tg). Thus, from this type of study,
it is hard to draw conclusions about the impact of the additives on
the ternary amorphous system’s physical stability.
Conclusions
In this article, the phase diagrams of
three binary EZB/SVT, EZB/FEN,
and FEN/SVT systems, and one ternary EZB/SVT/FEN system were established
by both experimental (calorimetric studies) and theoretical (Schröder–Van
Laar equation) approaches. The obtained data reveal that all investigated
systems can form eutectic concentrations. The concentration at which
a single melting endotherm was registered in EZB/SVT, EZB/FEN, SVT/FEN,
and EZB/SVT/FEN was 35 wt % of EZB, 10 wt % of EZB, 20 wt % of SVT,
and 20 wt % of SVT and 70 wt % of FEN, respectively. It is worth highlighting
that the measured ternary system’s eutectic point is in the
vicinity (±15%) of the proposed therapeutic concentration of
EZB/SVT/FEN. What can slightly explain why, in the proposed therapeutic
concentration, the marvelous effect was noted in clinical trials.
Based on the obtained data, it would be fascinating to check the medical
effectiveness of the EZB10/SVT20/FEN70 (i.e., eutectic) composition.The second aim of our studies was to convert the representative
ternary EZB/SVT/FEN concentrations into amorphous form and investigate
their physicochemical properties together with the impact of additives
on the mixture’s physical stability. As has been demonstrated,
all analyzed samples are characterized by a single glass transition
event suggesting a lack of phase separation. Tg of the ternary systems changes from 254 to 333 K, depending
on the component’s ratio. Since during the nonisothermal calorimetric
studies, the lack of sample devitrification was observed, when both
5 and 10 K/min heating rate were employed, one can conclude that neat
EZB and FEN’s physical stability improves in the presence of
the other APIs. The time-dependent dielectric studies, which were
performed when samples were stored at isochronal conditions, revealed
that the amorphous system corresponding to the eutectic concentration
is characterized by the highest physical stability. This result suggests
that specific interactions, which on the one hand are responsible
for the formation of eutectics in crystalline mixtures, play a significant
role in improving the physical stability of their amorphous counterparts.Because of the fact that pharmaceuticals are usually stored under
standard storage conditions (i.e., Troom and RH = 40%), the last step of our studies was dedicated to the
long-term physical stability studies of eight selected ternary compositions
of EZB/SVT/FEN. The XRD experiment confirmed the previously observed
high physical stability of the system EZB10/SVT20/FEN70 (i.e., having
concentration corresponding to the eutectic mixture). The presented
findings strongly suggest that it would be interesting to investigate
the medical effectiveness of both ternary crystalline and ternary
amorphous EZB/SVT/FEN systems having a eutectic concentration in comparison
to one that is proposed in the literature. Furthermore, the obtained
results open up a new way of selecting the therapeutic concentrations
for combined therapies, a path that considers one additional variable:
eutecticity.
Authors: Justyna Knapik-Kowalczuk; Daniel Kramarczyk; Krzysztof Chmiel; Jana Romanova; Kohsaku Kawakami; Marian Paluch Journal: Pharmaceutics Date: 2020-04-22 Impact factor: 6.321