Ksenia V.
Drozd
a,
Alex N.
Manin
a,
Andrei V.
Churakov
b and
German L.
Perlovich
*a
aG.A. Krestov Institute of Solution Chemistry of the Russian Academy of Sciences, 1, Akademicheskaya St., 153045, Ivanovo, Russia. E-mail: glp@isc-ras.ru; Fax: +7 4932 336237; Tel: +7 4932 533784
bInstitute of General and Inorganic Chemistry RAS, Leninsky Prosp. 31, 119991 Moscow, Russia
First published on 23rd June 2017
The cocrystal formation of the anticonvulsant drug carbamazepine (CBZ) with para-aminosalicylic acid (PASA, antituberculous drug) has been studied by varying the molar ratios of CBZ to PASA (1:
1 and 2
:
1) and using liquid-assisted grinding (LAG), slurrying and solution crystallization methods. Three novel cocrystal forms of CBZ and PASA have been synthesized: [CBZ + PASA] (1
:
1), [CBZ + PASA + H2O] (2
:
1
:
1) and [CBZ + PASA + MeOH] (2
:
1
:
1), and their crystal structures have been described. Conformational analysis of the CBZ molecule in its polymorphic forms, its cocrystals and solvates has been conducted. Calculations of intermolecular interaction energies using the PIXEL approach have been carried out for CBZ cocrystals with 1
:
1 stoichiometry. The melting and desolvation processes of the [CBZ + PASA] (1
:
1), [CBZ + PASA + H2O] (2
:
1
:
1) and [CBZ + PASA + MeOH] (2
:
1
:
1) cocrystals have been studied. The temperature dependence of the CBZ (form III) saturation vapor pressure has been studied, and the sublimation thermodynamic functions have been calculated. Based on the sublimation thermodynamics database of molecular crystals, the standard sublimation thermodynamic functions of PASA have been evaluated. The thermodynamic functions of cocrystal formation based on CBZ have been calculated and analyzed. The dissolution process of the [CBZ + PASA] cocrystal (1
:
1) in water (pH 7.4) has been studied. CBZ cocrystallization with PASA has been shown to lead to a dramatic decrease of the CBZ rate of conversion from the anhydrous to the hydrate form, and as a consequence, to solubility improvement by approximately 1.5 times.
Carbamazepine (CBZ) is an anticonvulsant and a mood-stabilizing drug used primarily to treat epilepsy, bipolar disorder and trigeminal neuralgia (Fig. 1). According to the biopharmaceutical classification system, carbamazepine is classified as a class II drug11 having low water solubility which limits its absorption. CBZ cocrystallization with more soluble coformers is one of the solutions to this problem.12 The Cambridge Structural Database (CSD) so far contains over 50 crystalline forms of CBZ, most of which are cocrystals, including drug–drug cocrystals, as well as their solvates/hydrates and polymorphs.13
![]() | ||
Fig. 1 Molecular structures of carbamazepine and para-aminosalicylic acid. The flexible torsion angle in carbamazepine is numbered and is indicated by τ. |
The purpose of our research was to obtain and study drug–drug carbamazepine cocrystals with antituberculosis drugs. Recent studies have shown that pharmacological stimulation of autophagy by carbamazepine avoids the immunosuppressive effects of mTOR inhibition seen with rapamycin, promoting both innate and adaptive immune responses to mycobacterial infection and proves the concept for a novel therapeutic strategy unaffected by bacterial resistance to conventional antibiotics.14 Earlier, Swart A. and Harris V.15 reported on the CBZ interaction with first-line antituberculosis drugs: isoniazid and rifampicin. According to this report, their simultaneous administration leads to serious side effects. Therefore, para-aminosalicylic acid (PASA), a second-line antituberculosis drug, was chosen for cocrystallization with CBZ (Fig. 1).
In this context, we conducted cocrystal screening of carbamazepine with para-aminosalicylic acid. The cocrystals and their solvates were characterized by single crystal X-ray diffraction and differential scanning calorimetry. The cocrystal aqueous dissolution and solution stability were also investigated. In addition, analysis of the intermolecular interaction and crystal lattice energies of the carbamazepine cocrystals was performed using the PIXEL approach.
One of the most important fundamental problems of cocrystallization studies is the prediction of the stability of the new cocrystal . An approach is proposed for estimating the thermodynamic parameters of the cocrystal formation based on the thermodynamic functions of the components of known CBZ cocrystals.
Solvent | Molar ratio | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA + H2O] (2![]() ![]() ![]() ![]() |
[CBZ + PASA + MeOH] (2![]() ![]() ![]() ![]() |
---|---|---|---|---|
ACN | 1![]() ![]() |
Yes | — | — |
2![]() ![]() |
— | Yes | — | |
MeOH | 1![]() ![]() |
— | — | Yes |
2![]() ![]() |
— | — | — | |
EtOH | 1![]() ![]() |
— | — | — |
2![]() ![]() |
— | — | — | |
THF | 1![]() ![]() |
Yes | — | — |
2![]() ![]() |
Yes | — | — | |
AO | 1![]() ![]() |
— | — | — |
2![]() ![]() |
— | — | — | |
EtOCH3 | 1![]() ![]() |
— | Yes | — |
2![]() ![]() |
— | — | — |
![]() | ||
Fig. 2 (a) DSC heating curves and (b) experimental XRPD patterns of pure carbamazepine (black), para-aminosalicylic acid (red), and 1![]() ![]() ![]() ![]() |
There are known cases when some compounds (which include APIs) can form cocrystals in multiple stoichiometries with the same coformer: [CBZ + para-aminobenzoic acid (PABA)] (1:
1, 2
:
1 and 4
:
1),24,25 [caffeine + maleic acid] (1
:
1 and 2
:
1),26,27 [nicotinamide + (R)-mandelic acid] (1
:
1, 4
:
1 and 1
:
2)28 and others. Consequently, the 2
:
1 molar ratio with an excess of CBZ was additionally tested. The DSC curves and XRPD patterns of the 2
:
1 mixture prepared by grinding are shown in Fig. 2versus the starting components and cocrystal in a 1
:
1 molar ratio. The DSC thermogram of the 2
:
1 mixture shows a broad and low melting peak at 153.4 °C (onset) versus the sharp peak of the 1
:
1 cocrystal. The XRPD pattern of the 2
:
1 mixture presents the peaks of the 1
:
1 cocrystal, CBZ and the new double peak at 9° 2θ. Thus, the carbamazepine cocrystal with para-aminosalicylic acid can be produced by grinding the compounds in 1
:
1 or 2
:
1 stoichiometries. Moreover, the cocrystal formation leads to a ca. 30 °C decrease in the melting point compared to the pure CBZ.
Screening by slow crystallization from the solution was the next stage of the investigation. The experiment was carried out by using six different solvents. All the single crystals of carbamazepine cocrystals with para-aminosalicylic acid were obtained by slow evaporation (Table 1). Colorless crystalline materials were obtained within 5 days. As a result, we produced single crystals of [CBZ + PASA] (1:
1), [CBZ + PASA + H2O] (2
:
1
:
1) and [CBZ + PASA + MeOH] (2
:
1
:
1). Unfortunately, the pure crystal form of the [CBZ + PASA] cocrystal (2
:
1) was not obtained.
The influence of liquid-assisted grinding and sonication conditions on the outcome of CBZ cocrystal forms was investigated by adding the solvent to the physical mixtures in 1:
1 and 2
:
1 stoichiometries. The results of the experiment are summarized in Table 2.
Solvent | LAG | Slurry technique | ||
---|---|---|---|---|
(1![]() ![]() |
(2![]() ![]() |
(1![]() ![]() |
(2![]() ![]() |
|
CBZ dihyd – dihydrate form of carbamazepine (CSD refcode FEFNOT04).29 | ||||
Neat grinding | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
— | — |
Acetonitrile | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
Acetone | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
Methanol | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA + MeOH] (2![]() ![]() ![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
Ethanol | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
Ethyl acetate | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
Tetrahydrofuran | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
Chloroform | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
Water | [CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA] (1![]() ![]() |
The findings have revealed that the grinding of the 1:
1 physical mixture with acetonitrile (ACN), acetone (AO), methanol (MeOH), ethanol (EtOH), tetrahydrofuran (THF), chloroform (CHCl3) and water (H2O) leads to [CBZ + PASA] (1
:
1) cocrystal formation. The neat grinding and grinding with ethyl acetate have produced a [CBZ + PASA] (1
:
1) cocrystal with a small amount of unconverted CBZ (Fig. 3).
A pure [CBZ + PASA + MeOH] (2:
1
:
1) form was obtained only by grinding the compounds with an excess amount of CBZ with methanol. In the case of cogrinding of the 2
:
1 mixture with water, the unreacted CBZ was partially converted to the dihydrate form (Fig. 4).
It should be noted that no evidence of [CBZ + PASA + H2O] (2:
1
:
1) formation in any of the mechanochemical and slurry experiments (Fig. S1 and S2, see the ESI‡) has been found. Moreover, in comparison with the grinding experiments, CBZ and PASA slurrying in 1
:
1 and 2
:
1 stoichiometries more often leads to CBZ hydration (Table 2).
The solution was prepared by dissolving a mixture of CBZ and PASA in 1:
1 and/or 2
:
1 molar ratios in the case of tetrahydrofuran. Single crystals of [CBZ + PASA] cocrystal monohydrate (2
:
1) were grown from acetonitrile by dissolving CBZ and PASA in a 2
:
1 molar ratio and from ethyl acetate in a 1
:
1 molar ratio. We were also able to obtain single crystals of the [CBZ + PASA] (2
:
1) methanol solvate which were crystallized from the methanol solution of CBZ and PASA mixture with 1
:
1 stoichiometry.
The crystallographic data for the cocrystals are summarized in Table 3, whereas the hydrogen bonding geometries are listed in Table S1 (see the ESI‡).
1 | 2 | 3 | |
---|---|---|---|
[CBZ + PASA] (1![]() ![]() |
[CBZ + PASA + H2O] (2![]() ![]() ![]() ![]() |
[CBZ + PASA + MeOH] (2![]() ![]() ![]() ![]() |
|
CCDC no. | 1544195 | 1544196 | 1544197 |
Chemical formula | C15H12N2O·C7H7NO3 | 2(C15H12N2O)·C7H7NO3·H2O | 2(C15H12N2O)·C7H7NO3·CH4O |
Formula weight | 389.40 | 643.68 | 657.71 |
Crystal structure | Monoclinic | Monoclinic | Monoclinic |
Space group | C2/c | P21/n | P21/c |
Crystal size, mm | 0.30 × 0.20 × 0.20 | 0.30 × 0.30 × 0.20 | 0.40 × 0.25 × 0.20 |
a, Å | 27.427(5) | 13.6727(12) | 12.6443(18) |
b, Å | 7.6402(15) | 17.6172(15) | 7.5232(11) |
c, Å | 21.038(4) | 14.836(13) | 34.674(5) |
β, ° | 119.263(2) | 116.334(1) | 96.811(3) |
Unit cell volume, Å3 | 3845.8(13) | 3202.8(5) | 3275.1(8) |
No. of formula units per unit cell, Z | 8 | 4 | 4 |
D calc, g cm−3 | 1.345 | 1.335 | 1.334 |
T, K | 150(2) | 150(2) | 183(2) |
Absorption coefficient, μ, mm−1 | 0.094 | 0.092 | 0.092 |
Data collection | |||
No. of reflections measured | 20![]() |
32![]() |
24![]() |
No. of independent reflections | 5123 | 7715 | 6390 |
Reflections with I > 2σ(I) | 4512 | 6313 | 5050 |
R int | 0.0199 | 0.0271 | 0.0379 |
Θ max, ° | 29.00 | 28.00 | 26.00 |
Refinement | |||
No. of parameters | 338 | 565 | 583 |
R 1 values (I > 2σ(I)) | 0.0385 | 0.0382 | 0.0377 |
wR2 values (all data) | 0.1058 | 0.1026 | 0.0915 |
Goodness of fit on F2 | 1.054 | 1.026 | 1.012 |
Largest diff peak and hole, e Å−3 | 0.342/−0.214 | 0.255/−0.255 | 0.191/−0.187 |
![]() | ||
Fig. 5 (a) Asymmetric unit in [CBZ + PASA] (1![]() ![]() ![]() ![]() |
Interestingly, the crystal packing of [CBZ + PASA] (1:
1) is significantly different from the crystal packing of a known CBZ cocrystal with PABA in a 1
:
1 molar ratio (CSD refcode XOXHEY).24 This is due to the fact that the PASA molecule has an additional –OH group functioning as an H-bond donor (intramolecular hydrogen bond, O3–H3⋯O1 (1.70(2) Å, 152(2)°) and an acceptor (intermolecular hydrogen bond, N1–H1⋯O3 (2.22(2) Å, 163(2)°) simultaneously in contrast with the PABA molecule.
![]() | ||
Fig. 7 Asymmetric unit in [CBZ + PASA + MeOH] (2![]() ![]() ![]() ![]() |
Analysis of the packing diagram of the [CBZ + PASA + MeOH] cocrystal reveals that the structure is made up of hydrogen bonded tetramers (Fig. 8a). The hydrogen bonding motif is described by a carboxamide dimer between crystallographically different molecules of carbamazepine with an additional bent N11–H11 (anti-oriented)⋯O2 (2.59(2) Å, 126.4(1)°) hydrogen bond from CBZ to PASA and an O4–H41⋯O21 (1.78(2) Å, 161(2)°) hydrogen bond from methanol to CBZ. para-Aminosalicylic acid and methanol molecules are connected to each other via the strongest O2–H2⋯O4 (1.66(2) Å, 177(2)°) interaction in the structure (3). The hydrogen bonded tetramers form a layer along the a-axis via the N1–H1⋯O11 (2.17(2) Å, 156(2)°) hydrogen bond between the PASA and CBZ molecules. The neighboring layers are linked by the weak N1–H10⋯O3 (2.43(2) Å, 166(2)°) interaction between the PASA molecules forming a 2D structure along the b-axis (Fig. 8b).
The molecule conformation of CBZ can be defined in terms of the torsion angle τ (∠C21–N12–C10–O11, Fig. 1) and one dihedral angle β between the two rings (Fig. 9) which is responsible for the mutual orientation of the different phenyl rings R1 and R2. The overlay of the CBZ molecular conformations in the polymorphic forms is shown in Fig. S4 (see the ESI‡), which confirms that CBZ is a conformationally rigid molecule. And, in the case of polymorphic forms, the dihedral and torsion angles remain practically the same.
In order to investigate the conformational preferences of the CBZ molecule cocrystals, a search of the CSD (v 5.36, May 2015 update)35 for crystal structures of CBZ cocrystals was performed. The search constraints were as follows: 3D coordinates were determined; only organics; no powder structures; not disordered; R ≤ 0.1. As a result, 40 hits, including cocrystals and their hydrates and solvates were retrieved and analyzed. The distribution of the torsion angle and the dihedral angle between the two rings from the retrieved CSD set is presented in Fig. 10a and b. The values of the selected torsion and dihedral angles for the CBZ molecule in all polymorphic forms and in all cocrystals are collected in Table S2 (see the ESI†).
![]() | ||
Fig. 10 (a) Distribution of torsion, τ, and (b) dihedral angle between benzene rings, β, in CBZ polymorphs, cocrystals and cocrystal solvates/hydrates retrieved from the CSD set (40 hits). |
As previously noted, CBZ is a rather rigid molecule. This CBZ feature is also traced in its cocrystals. The torsion angle value of the carboxamide moiety of the CBZ molecule most often ranges from 175 to 179°, which is the closest to the torsion angle value of CBZ form III. This immobility of the functional group can be explained by the fact that it is stabilized via the carboxamide homosynthon or the acid-amide heterosynthon in cocrystals. The torsion angle values decrease to 160–165° in cases where rather strong N–H⋯O or O–H⋯O anti-oriented hydrogen bonds are formed (CBZ cocrystals with saccharin,36 nicotinamide,36para-aminobenzoic acid24 or adamantine-1,3,5,7-tetracarboxylic acid36).
Most of the structures are located between 124° and 126° dihedral angle values. The smallest dihedral angle for the CBZ molecule (119.6°) is observed in the CBZ cocrystal with isonicotinamide form I (refcode LOFKIB37). Such a significant alteration is explained by the formation of strong π–π interactions between the CBZ benzene ring and the isonicotinamide molecule, which are located approximately 3.8 Å apart. Moreover, the PABA and PASA cocrystal hydrates are characterized by the minimum β values. The deviation from the optimal geometry of the CBZ molecule is explained by the influence of the supramolecular environment. These cocrystal hydrates are characterized by the same packing arrangement type: the 8-membered supramolecular discrete unit consists of four carbamazepine molecules, two para-aminosalicylic acid molecules and two water molecules. The different discrete units “rest” on dibenzazepine fragments of CBZ, which leads to an additional stress and the “unfolding” of two benzene rings.
Ref. | E coul | E pol | E disp | E rep | E latt | |
---|---|---|---|---|---|---|
HQ – Hydroquinone; BA – benzoic acid; SA – salicylic acid; 4-OHBA – 4hydroxybenzoic acid; NAM – nicotinamide; iNAM – isonicotinamide; Schr – saccharin; GltAc – glutaric acid. | ||||||
[CBZ + PASA] | [tw] | −184.4 | −83 | −227 | 217.4 | −277 |
[CBZ + HQ] | 38 | −175.6 | −83.8 | −226 | 216.4 | −269 |
[CBZ + BA] | 39 | −123.6 | −54.8 | −217.6 | 151.6 | −244.6 |
[CBZ + SA] | 39 | −137.4 | −55.8 | −210.8 | 166.6 | −237.4 |
[CBZ + 4-OHBA] form A | 39 | −193 | −89.2 | −228.6 | 236.2 | −274.8 |
[CBZ + 4-OHBA] form C | 39 | −191.6 | −81 | −226.4 | 217.6 | −281.2 |
[CBZ + PABA] | 24 | −196.6 | −89.8 | −243.2 | 240.4 | −289.2 |
[CBZ + NAM] | 36 | −131.2 | −48.2 | −222.8 | 135.4 | −266.8 |
[CBZ + iNAM] form A | 37 | −148.8 | −54.6 | −233.4 | 168.6 | −268.2 |
[CBZ + iNAM] form B | 40 | −132.6 | −51 | −214.6 | 135.8 | −262.4 |
[CBZ + Schr] form A | 36 | −136.2 | −53.2 | −248.8 | 151 | −287.2 |
[CBZ + Schr] form B | 41 | −148.8 | −61.2 | −237 | 167.8 | −279.4 |
[CBZ + GltAc] | 39 | −216.6 | −97.8 | −222.4 | 255.8 | −281 |
The calculations show that the total lattice energy for [CBZ + PASA] is ca. 11 kJ mol−1 less stabilizing than that for the [CBZ + PABA] cocrystal. The stability decrease is most likely a consequence of the presence of an intramolecular hydrogen bond in the PASA molecule, which affects the structure-forming intermolecular hydrogen bond energy in the acid-amide heterosynthon between PASA and CBZ. The same is observed for other benzoic acid derivatives. Comparing the total lattice energy in the series benzoic acid, salicylic acid, 4-hydroxybenzoic acid, PABA and PASA coformers, we can see that an increase in the number of hydrogen bond donors and acceptors leads to an increase in the total crystal lattice energy. Cocrystals with PASA and salicylic acid are exceptions due to the presence of an intramolecular hydrogen bond in the coformer molecules. The total lattice energy for [CBZ + salicylic acid] is lower than those of both the CBZ cocrystal with the structural isomer [salicylic acid + 4-hydroxybenzoic acid] (more than 20 kJ mol−1) and the cocrystal [CBZ + benzoic acid] (at 7.2 kJ mol−1).
However, PIXEL gives an opportunity not only to estimate the total lattice energy of the studied systems but also to partition the total energy into electrostatic, polarization, dispersion and repulsion terms. Table 4 shows that the dispersion interactions dominate the structures of the cocrystals, while the Coulombic term also contributes significantly to the lattice energies, particularly in [CBZ + PASA].
The maximum difference between the dispersion and Coulombic terms is observed in the [CBZ + benzoic acid], [CBZ + salicylic acid] and [CBZ + nicotinamide] cocrystals, which are characterized by the formation of separate clusters of dimers (discrete units) not bound by hydrogen bonds to the adjacent rows of cocrystal molecules. The minimum difference between the dispersion and Coulombic terms and, as a consequence, the maximum contribution of electrostatic interactions are observed in the [CBZ + glutaric acid] cocrystal with the biggest number of strong hydrogen bonds (5) attributable to the molecules of coformers. In [CBZ + 4-hydroxybenzoic acid] cocrystal form A, there are also 5 unique hydrogen bonds on two coformer molecules, but there is no acid-amide heterosynthon.
Table 5 shows the sums of the intermolecular interaction energies between the different types of molecules. In most cases, the CBZ–CF interactions make the largest contribution to the lattice energy (more than 50%). The maximum contribution of such interactions to the crystal lattice energy is found for the CBZ cocrystals with benzoic acid derivatives. The CBZ–CBZ interactions comprise approximately a third of the total energy, while less than 20% is left for the interaction between the CF molecules.
CBZ–CBZ | CBZ–CF | CF–CF | Total | |
---|---|---|---|---|
[CBZ + PASA] | −79.9 (28.9%) | −147.3 (53.2%) | −49.8 (18%) | −277 |
[CBZ + HQ] | −103.8 (38.6%) | −141.3 (52.5%) | −23.9 (8.9%) | −269 |
[CBZ + BA] | −84.1 (34.4%) | −139.7 (57.1%) | −20.8 (8.5%) | −244.6 |
[CBZ + SA] | −83.5 (35.2%) | −136.6 (57.5%) | −17.3 (7.3%) | −237.4 |
[CBZ + 4-OHBA] form A | −103.9 (37.8%) | −155.7 (56.7%) | −15.1 (5.5%) | −274.8 |
[CBZ + 4-OHBA] form C | −112.7 (40.1%) | −142.4 (50.6%) | −26.0 (9.2%) | −281.2 |
[CBZ + PABA] | −119.0 (41.2%) | −153.0 (52.9%) | −17.1 (5.9%) | −289.2 |
[CBZ + NAM] | −98.9 (37.1%) | −116.5 (43.7%) | −51.4 (19.3%) | −266.8 |
[CBZ + iNAM] form A | −87.5 (32.6%) | −146.7 (54.7%) | −34.0 (12.7%) | −268.2 |
[CBZ + iNAM] form B | −103.1 (39.3%) | −113.0 (43.0%) | −46.3 (17.6%) | −262.4 |
[CBZ + Schr] form A | −82.8 (28.9%) | −174.3 (60.7%) | −30.1 (10.5%) | −287.2 |
[CBZ +Schr] form B | −97.9 (35.0%) | −118.7 (42.5%) | −62.8 (22.5%) | −279.4 |
[CBZ + GltAc] | −119.4 (42.5%) | −111.4 (39.7%) | −50.3 (17.9%) | −281.0 |
A similar relation between the CBZ–CBZ and CBZ–CF relative contributions to the total energy (ca. 35/55%) is observed in the CBZ cocrystals with benzoic acid derivatives. It seems that this fact can be attributed to the similarity of the packing arrangements of the considered cocrystals.
The contributions of CBZ–CBZ and CF–CF interactions are enhanced, while the contribution from CBZ–CF interactions is reduced to 40–45% for the systems where the acid-amide heterosynthon between the coformers is not realized, as well as for the systems with nicotinamide and isonicotinamide.
![]() | ||
Fig. 11 DSC curves of CBZ, PASA, [CBZ + PASA] (1![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
T desolv, °C (onset) | ΔHTdesolv, J g−1 | ΔmS, % | T fus, °C (onset) | ΔHTfus, kJ mol−1 | ΔHS, kJ mol−1 | |
---|---|---|---|---|---|---|
[CBZ + PASA] (1![]() ![]() |
— | — | — | 154.0 ± 2.1 | 77.8 | — |
[CBZ + PASA + H2O] (2![]() ![]() ![]() ![]() |
81.9 | 72.4 | 2.20 | 154.5 ± 0.8 | 136.7 | 59.3 |
[CBZ + PASA + MeOH] (2![]() ![]() ![]() ![]() |
74.7 | 76.5 | 4.56 | 150.8 ± 3.0 | 103.5 | 53.7 |
The DSC curves of CBZ, PASA and [CBZ + PASA] (1:
1) show one endotherm which corresponds to the melting process, whereas no other phase transitions are observed. The melting temperature of the [CBZ + PASA] cocrystal is found to be ca. 15 °C higher than the PASA one. The melting temperature values of [CBZ + PASA] [1
:
1] and [CBZ + PASA] (2
:
1) after desolvation are equal within the experimental error.
For [CBZ + PASA + H2O] (2:
1
:
1), the desolvation process is registered by TG at the desolvation onset temperature equaling 81.9 °C (Fig. S5, see the ESI‡).
The binding strength of the solvent in the cocrystal solvate and hydrate can be estimated by calculating the vaporization enthalpy (ΔHS) of the cocrystal-bound solvent using the following relationship:42,43
ΔHS = (ΔHTdesolv·100/ΔmS)·MS | (1) |
The ΔHS value for [CBZ + PASA + H2O] indicates 45% (59.3 kJ mol−1) stronger interactions of water with the host structure than pure water (40.66 kJ mol−1). The enthalpy of pure methanol vaporization (35.21 kJ mol−1) is found to be ca. 18.5 kJ mol−1 lower than the ΔHS value in the solvate cocrystal. The binding strength of the solvent molecules depends on different factors, such as the packing arrangement of the host structure, the solvent accommodation, etc. In the case of the hydrate under investigation, the differences in ΔHS values correlate well with the hydrate crystal structure features. The water molecules in the cocrystal hydrate interact with three neighboring coformer molecules forming the three strongest hydrogen bonds of the system: O2–H2⋯O5 (1.66 Å), O5–H52⋯O21 (1.78 Å) and O5–H51⋯O11 (1.91 Å). Similarly, the methanol molecules in [CBZ + PASA + MeOH] are bound to the coformers by strong hydrogen bonds, but there are only two such bonds: O2–H2⋯O4 (1.66 Å) and O4–H41⋯O21 (1.78 Å) (Table S1, see the ESI‡).
T, °C | P, Pa | T, °C | P, Pa |
---|---|---|---|
a ln(P[Pa]) = (32.7 ± 0.3) − (13![]() ![]() |
|||
80.0 | 6.10 × 10−3 | 108.0 | 8.89 × 10−2 |
81.0 | 6.87 × 10−3 | 110.0 | 1.09 × 10−1 |
82.0 | 7.45 × 10−3 | 115.0 | 1.76 × 10−1 |
83.0 | 8.31 × 10−3 | 118.0 | 2.35 × 10−1 |
85.0 | 1.02 × 10−2 | 120.0 | 2.87 × 10−1 |
90.0 | 1.83 × 10−2 | 123.0 | 3.79 × 10−1 |
95.0 | 2.93 × 10−2 | 125.0 | 4.40 × 10−1 |
100.0 | 4.24 × 10−2 | 127.0 | 5.33 × 10−1 |
105.0 | 6.72 × 10−2 | 130.0 | 6.84 × 10−1 |
ΔG298sub, kJ mol−1 | 58.5 | ΔS298sub, J mol−1 K−1 | 187 ± 3 |
ΔHTsub, kJ mol−1 | 110.9 ± 0.8 | ς H, %c | 67.2 |
ΔH298sub, kJ mol−1 | 114.2 ± 0.8 | ς TS, %c | 32.8 |
C 298 p,cr, J mol−1 K−1b | 277.3 | T m, K | 190.1 |
T·ΔS298sub, kJ mol−1 | 55.7 | ΔHTfus, kJ mol−1 | 28.8 |
ΔG0,298sub = A + B·Tm | (2) |
Tc = N(A & B)/[N(A) + N(B) − N(A & B)] | (3) |
In this program, molecular fragments are defined as atom-centered concentric environments. The fragments consist of a central atom and neighboring atoms connected to it within a predefined sphere size (the number of the bonds between the central and edge atoms). For each atom in a fragment, information on the atom and bond type, charge, valency, cycle type and size is coded into fixed-length variables which are subsequently used to define a pseudo-random hash value for this fragment. The program permits an estimation of the similarity of each molecule in the database to all the other molecules by sorting them according to the value of similarity to the initial molecule.
We have formed a cluster for PASA including the structurally related compounds selected by the criterion 0.4 < Tc. Fig. S6 (see the ESI‡) illustrates the experimental values ΔG298sub for cluster elements versus Tm described by the correlation equation:
ΔG0,298sub = −(23.4 ± 5.5) + (0.175 ± 0.012)·TmR = 0.9119; σ = 4.08; n = 44 | (4) |
On the other hand, we can estimate ΔH0,298sub(PASA) using the equation relating the sublimation enthalpies and Gibbs energies of molecular crystals in a cluster (the so-called “compensation” effect). Fig. S7 (see the ESI‡) illustrates this dependence for the PASA cluster, which can be described by the equation:
ΔH0,298sub = (52.2 ± 3.7) + (1.26 ± 0.07)·ΔG0,298subR = 0.9469; σ = 4.25; n = 44 | (5) |
It is easy to estimate the thermodynamic functions of the PASA sublimation: ΔG0,298sub(PASA) = 48.7 kJ mol−1 and ΔH0,298sub(PASA) = 113.6 kJ mol−1, using eqn (4) and (5) and knowing the melting point (Tm(PASA) = 412.2 K).
N | API | Coformer (CF) | Ref | Stoich | T m (API), °C | T m (CF), °C | T m (CC), °C | ΔG0,298sub(API), kJ mol−1 | ΔH0,298sub(API), kJ mol−1 | ΔG0,298sub(CF), kJ mol−1 | ΔH0,298sub(CF), kJ mol−1 |
---|---|---|---|---|---|---|---|---|---|---|---|
a T m (API), Tm (CF), Tm (CC) are the melting temperatures of the active pharmaceutical ingredient, coformer and cocrystal, respectively; ΔG0,298sub(API), ΔH0,298sub(API), ΔG0,298sub(CF), ΔH0,298sub(CF) are the sublimation Gibbs energies and enthalpies of the active pharmaceutical ingredient and coformer; the bold values correspond to the sublimation Gibbs energy and enthalpy predicted by the clusterization approach (see text). | |||||||||||
1 | CBZ | 4,4′-Bipyridine | 32 | 2![]() ![]() |
190.1 | 111.8 | 159.0 | 58.5 | 114.20 | 33.6 | 106.3 |
2 | CBZ | Hydroquinone | 38 | 1![]() ![]() |
190.1 | 173.5 | 168.1 | 58.5 | 114.20 | 43.8 | 103.9 |
3 | CBZ | Benzoic acid | 13 | 1![]() ![]() |
190.1 | 122.0 | 112.5 | 58.5 | 114.20 | 34.4 | 90.5 |
4 | CBZ | Malonic acid | 13 | 1![]() ![]() |
190.1 | 136.0 | 143.4 | 58.5 | 114.20 | 46.7 | 111.4 |
5 | CBZ | Malonic acid | 48 | 2![]() ![]() |
190.1 | 134.0 | 142.0 | 58.5 | 114.20 | 46.7 | 111.4 |
6 | CBZ | Adipic acid | 13 | 1![]() ![]() |
190.1 | 152.0 | 136.8 | 58.5 | 114.20 | 57.5 | 129.3 |
7 | CBZ | 4-OHBA (form A) | 13 | 1![]() ![]() |
190.1 | 213.0 | 171.5 | 58.5 | 114.20 | 55.0 | 113.3 |
8 | CBZ | 4-OHBA (form C) | 13 | 1![]() ![]() |
190.1 | 213.0 | 170.0 | 58.5 | 114.20 | 55.0 | 113.3 |
9 | CBZ | Fumaric acid | 13 | 1![]() ![]() |
190.1 | 287.0 | 188.7 | 58.5 | 114.20 | 26.1 | 123.9 |
10 | CBZ | Trimesic acid | 36 | 1![]() ![]() |
190.1 | 375.0 | 278.0 | 58.5 | 114.20 | 100.2 | 159.4 |
11 | CBZ | Glutaric acid | 48 | 1![]() ![]() |
190.1 | 97.7 | 125.9 | 58.5 | 114.20 | 49.1 | 119.8 |
12 | CBZ | Glutaric acid | 49 | 2![]() ![]() |
190.1 | 98.0 | 125.0 | 58.5 | 114.20 | 49.1 | 119.8 |
13 | CBZ | Succinic acid | 48 | 2![]() ![]() |
190.1 | 188.1 | 188.9 | 58.5 | 114.20 | 58.0 | 123.2 |
14 | CBZ | Salicylic acid | 48 | 1![]() ![]() |
190.1 | 160.9 | 160.1 | 58.5 | 114.20 | 38.5 | 96.6 |
15 | CBZ | Nicotinamide | 49 | 1![]() ![]() |
190.1 | 130.6 | 160.0 | 58.5 | 114.20 | 49.0 | 111.8 |
16 | CBZ | Urea | 49 | 1![]() ![]() |
190.1 | 133.0 | 169.0 | 58.5 | 114.20 | 44.5 | 89.0 |
17 | CBZ | Cinnamic acid | 50 | 1![]() ![]() |
190.1 | 133.5 | 144.0 | 58.5 | 114.20 | 43.8 | 107.1 |
18 | CBZ | PASA | tw | 1![]() ![]() |
190.1 | 139.1 | 154.0 | 58.5 | 114.20 | 48.7 | 113.6 |
19 | CBZ | PASA | tw | 2![]() ![]() |
190.1 | 139.1 | 154.5 | 58.5 | 114.20 | 48.7 | 113.6 |
Based on the approach developed by us,44 we calculated the thermodynamic functions of the cocrystal formation. The results of the calculations are presented in Fig. 11 as a diagram, where the abscissa corresponds to the formation enthalpy (ΔH0,298f), and the ordinate corresponds to the entropic term (TΔS0,298f). The dotted lines correspond to the isoenergetic cocrystal formation Gibbs energy values ΔG0,298f. The diagram is divided into eight sectors, each corresponding to a different ratio of the enthalpy and entropy contributions to the Gibbs energy. Each sector is formed by two lines: on one side – the line corresponding to the zero ΔH0,298f or TΔS0,298f-value; on the other side – the bisector of the angles formed at the intersection of the coordinates (ΔH0,298f; TΔS0,298f). The isoenergetic curves of Gibbs energy are marked by dotted lines. Thus, the diagram can be divided into the following areas: (TΔS0,298f > ΔH0,298f > 0) ≡ sector A, (ΔH0,298f < 0; TΔS0,298f > 0; |TΔS0,298f| > |ΔH0,298f|) ≡ sector B, (TΔS0,298f < ΔH0,298f < 0) ≡ sector E, and (ΔH0,298f > 0; TΔS0,298f < 0; |TΔS0,298f| > |ΔH0,298f|) ≡ sector F belonging to the entropy determined processes. The segments of the diagram where (ΔH0,298f < 0; TΔS0,298f > 0; |ΔH0,298f| > |TΔS0,298f|) ≡ sector C, (ΔH0,298f < 0; TΔS0,298f < 0; |ΔH0,298f| > |TΔS0,298f|) ≡ sector D, (ΔH0,298f > TΔS0,298f > 0) ≡ sector H and ((ΔH0,298f > 0; TΔS0,298f < 0; |ΔH0,298f| > |TΔS0,298f|) ≡ sector G correspond to the enthalpy determined processes (Fig. 12).
![]() | ||
Fig. 12 Thermodynamic functions of cocrystal formation processes in coordinates of entropy term vs. enthalpy. The isoenergetic curves of the ΔG0f function are marked by dotted lines. The numbering of the cocrystals corresponds to that in Table 8. The red points correspond to the cocrystals with the same composition but different stoichiometry (see text). |
In our previous work,44 we justified the selection criterion for thermodynamically stable cocrystals. This criterion claims that ΔG0,298f < 5 kJ mol−1, which can be explained by the possible existence of polymorphic modifications both for individual compounds and for cocrystals. Based on this criterion, eighteen out of the nineteen cocrystals selected in the literature were predicted correctly (95% correct coincidences). It should be noted that the formation of most cocrystals is an entropically controlled process: 14 cocrystals out of 19 examined. For these, the Gibbs energies of formation, as a rule, do not exceed (in modulus) the value −8 kJ mol−1. In contrast, the Gibbs energies of formation are higher (in modulus) than the value −8 kJ mol−1 for cocrystals with entropically controlled formation (2, 3, 14).
It is interesting to compare cocrystals with identical compositions but with different stoichiometry: [CBZ + Malonic acid] (1:
1) – (4) and (2
:
1) – (5); [CBZ + Glutaric acid] (1
:
1) – (11) and (2
:
1) – (12); [CBZ + PASA] (1
:
1) – (18) and (2
:
1) – (19). It is evident that the cocrystals with 2
:
1 stoichiometry are slightly thermodynamically more stable than similar cocrystals with 1
:
1 stoichiometry.
C max,a mol l−1 | Equilibrium solubility,b mol l−1 | Solid phase recovered after solubility experimentc | |
---|---|---|---|
a Is the maximum concentration of CBZ in solution. b Is the equilibrium solubility after 6 hours of the experiment. c The residual materials were identified by XRPD analysis (Fig. S8, see the ESI). | |||
CBZ | 9.94 × 10−4 ± 5.79 × 10−5 | 4.77 × 10−4 ± 2.23 × 10−7 | CBZ dihyd |
[CBZ + PASA] (1![]() ![]() |
7.68 × 10−4 ± 4.75 × 10−5 | 6.69 × 10−4 ± 1.08 × 10−5 | CBZ + CBZ dihyd + cocrystal |
Besides measuring the CBZ solubility, it was also important to check how cocrystallization affected the CBZ stability (process of hydration) in an aqueous medium. Fig. 13 illustrates that CBZ in pH 7.4 phosphate buffer begins to quickly convert into its dihydrate form after remaining in the aqueous medium for 20 minutes. This results in a sharp drop in CBZ solubility. This CBZ transformation is also confirmed by the analysis of the solid phase after the experiment (Fig. S8, see the ESI‡); its XRPD pattern coincides with the XRPD pattern of the dihydrate CBZ. In turn, cocrystallization leads to a significant deceleration of CBZ hydration, which is reflected by the absence of a characteristic peak during pure CBZ dissolution. The cocrystal solid phase analysis after the experiment also confirms that after 6 hours in water, CBZ is only partly transformed into its dihydrate form. In the XRPD pattern, there are peaks related to both the dihydrate CBZ form and the unhydrated CBZ. Thus, CBZ cocrystallization with PASA leads to a significant decrease (up to several hours) of the CBZ rate of conversion from the anhydrous to the hydrate form, and as a consequence, a solubility increase of approximately 1.5 times.
The crystal structures of [CBZ + PASA] (1:
1), [PASA + CBZ + H2O] (2
:
1
:
1) and [PASA + CBZ + MeOH] (2
:
1
:
1) have been analyzed. Comparative analysis of the molecular packing in the obtained cocrystal and in a structurally related [CBZ + PABA] cocrystal has been conducted . It has been found that the presence of an additional donor and an additional acceptor of the hydrogen bond in the PASA molecule leads to the formation of an acid-amide heterosynthon with CBZ versus PABA. This difference significantly affects the molecular packing in the cocrystals.
We have conducted a conformational analysis of the CBZ molecule in the crystals obtained by us in this work in comparison with polymorphs of CBZ, its cocrystals and solvates described in the CSD. It has been shown that the torsion angle value of the carboxamide moiety varies between 175° and 179°, which is the closest to the torsion angle value of CBZ form III. The position of the functional group is stabilized by the carboxamide homosynthon or acid-amide heterosynthon in the cocrystals. The torsion angle value decreases to 160–165° in cases where there are strong N–H⋯O or O–H⋯O anti-oriented hydrogen bonds. Most of the structures are located between 124° and 126° dihedral angle values between the two rings.
The intermolecular interaction energies in the studied CBZ cocrystals with (1:
1) stoichiometry were analyzed according to the PIXEL approach. The analysis of the total lattice energy values in the series of CBZ cocrystals with benzoic acid derivatives has shown that a bigger number of hydrogen bond donors and acceptors leads to an increase in the total crystal lattice energy except in compounds with an intramolecular hydrogen bond. The results of PIXEL calculations show that the dispersion interactions dominate the structures of the cocrystals, while the Coulombic term also contributes significantly to the lattice energies. The largest difference between the dispersion and Coulombic terms was observed in cocrystals characterized by the formation of separate dimer clusters not connected by hydrogen bonds with the neighboring rows of cocrystal molecules. The CBZ–CF interactions provide the largest contribution to the lattice energy (more than 50%). The contributions of CBZ–CBZ and CF–CF interactions increase, while the contribution of the CBZ–CF interactions decreases to 40–45% for systems in which the acid-amide heterosynthon is not realized.
The thermodynamic parameters of the sublimation process of carbamazepine form III were obtained for the prediction of the thermodynamic functions of cocrystal formation based on the knowledge of the melting temperatures of active pharmaceutical ingredients, coformers, and cocrystals and also on the sublimation Gibbs energies and enthalpies of individual components included in the cocrystals. The thermodynamic functions of the CBZ cocrystal formation with a number of known cocrystals were calculated. Based on the conducted calculations, eighteen out of the nineteen cocrystals selected in the analyzed literature were predicted correctly (95% correct coincidences). It has been shown that the formation of most cocrystals is an entropically controlled process (14 cocrystals out of 19 examined).
The dissolution process of the [CBZ + PASA] cocrystal (1:
1) in pH 7.4 phosphate buffer has been studied. The cocrystallization of CBZ with PASA leads to a significant decrease (up to several hours) of the CBZ rate of conversion from the anhydrous to the hydrate form, and as a result, a CBZ solubility increase by approximately 1.5 times.
Footnotes |
† The authors declare no competing financial interest. |
‡ Electronic supplementary information (ESI) available: XRPD patterns of samples obtained by slurrying and from dissolution experiments, DSC/TG thermograms, estimation of sublimation thermodynamic functions, conformational analysis of polymorphs of CBZ and its cocrystals, hydrogen bond details and CIFs. CCDC 1544195–1544197. For ESI and crystallographic data in CIF or other electronic format see DOI: 10.1039/c7ce00831g |
This journal is © The Royal Society of Chemistry 2017 |