1. Introduction
Active pharmaceutical ingredients can exist in a variety of solid forms with a range of different intermolecular interactions that affects both their bioavailability and structure [
1,
2,
3]. Here we consider the hydrogen bonded structure and properties of amorphous Indomethacin, which has been studied extensively in the literature due to the increased solubility over its’ crystalline forms [
4,
5,
6]. Several previous studies have compared the effects of different amorphization methods and storage conditions on the properties and stability of Indomethacin. Cowley and Zografi [
7] cryogenically ground five different starting crystal phases to produce amorphous forms that exhibited significant differences in stability. Yoshika et al. [
8] showed that the crystallization rates and mechanisms differ above and below the glass transition temperature. Andronis et al. [
4,
9] studied the effects of water which changed the surface properties, crystallization rates and polymorph formation. Greco et al. [
10] investigated the effects of processing and annealing on the dissolution of amorphous Indomethacin. Karmwar et al. [
11] prepared amorphous samples by melt quenching, spray drying, ball milling, and cryo-milling that yielded different shapes in their x-ray halos indicating a variation in packing between molecules.
The Indomethacin molecule (C
19H
16ClNO
4) is comprised of a largely hydrophobic indole and chlorobenzyl groups, and several hydrophilic groups: namely an amide, methoxyl and a carboxylic acid [
12]. γ-Indomethacin is the stable crystalline form which exists only with Z isomers [
13], where hydrogen bonded dimers are connected through their carboxylic acid groups. α-Indomethacin is a denser metastable crystalline form comprising of three different isomers Z, E and α3 [
14] and δ-Indomethacin has recently been found to consist of a dimer of the Z and E isomers [
15]. Three new polymorphs obtained from aqueous suspensions have also yet to be characterized [
15,
16]. Our previous x-ray study on amorphous Indomethacin found a range of disordered structures denoted I through V [
17]. In the amorphous forms the chlorobenzyl ring showed evidence of distinct isomer orientations in samples 1 and II, where the first sharp diffraction peak (FSDP) and medium range ordering was found to be lower. However, for those amorphous samples with no preferred torsion angles of the chlorobenzyl ring (samples IV and V), enhanced medium range order attributed to inter-molecular hydrogen bonding was observed, and this was reflected as a 20% increase in the intensity of the FSDP.
The isomers of Indomethacin can be primarily identified from the hindered rotation of the partial double bond between the N1 and C2 atoms (see
Figure 1). This can lead to much more potent anti-inflammatory activity associated with the Z-isomer compared to the E isomer [
12]. Therefore, in this study we have performed Empirical Potential Structure Refinement modeling of our previously reported high energy x-ray diffraction data on different amorphous Indomethacin samples, to investigate relation between molecular conformation and the range of inter-molecular hydrogen bonding interactions. Previous EPSR studies have demonstrated subtle but important hydrogen bonding differences between liquid and amorphous pharmaceuticals and excipients [
18,
19]. In addition to the solid state NMR (ssNMR) studies on samples I-V that have previously been reported [
17], new experiments with partially deuterium exchanged amorphous indomethacin are reported to further investigate the possible molecular conformations and inter-molecular bonding configurations.
2. Materials and Methods
Crystalline γ-Indomethacin (>98% from Tokyo Chemical Industry) was used as received without further purification. The acetonitrile (99.9% HPLC grade, Concord Technologies) and the deuterium oxide (99.9% atom D, Cambridge Isotopes Laboratories) were used as received without further purification. To prepare indomethacin deuterated at the exchangeable acid position, 300 mg of indomethacin (0.8 mmol) was dissolved in 7 mL of a 70:30 mixture of acetonitrile and deuterium oxide (110 mmol) under mild heating and stirring. The solution was allowed to stir on a hot plate under mild heating for approximately 3 hours prior to solvent removal by dry nitrogen purge, followed by vacuum drying, resulting in the α crystal form. To obtain the γ form, the indomethacin was recrystallized by dissolving in the minimum amount of warm acetonitrile and allowing the solution to slowly cool to room temperature, followed by storage overnight at 5 ºC. The amorphous indomethacin samples were prepared by melt quenching with liquid nitrogen.
The ssNMR spectra were collected using a 400 MHz Varian VNMRS system equipped with a 1.6 mm triple resonance HXY probe configured for
1H-
13C-
2H operation with resonant frequencies of 399.739, 100.524, and 61.363 MHz respectively. The
1H ssNMR spectra were collected with a 1.75 μs
1H 90-degree pulse, a 30 s recycle delay, and a magic angle spinning (MAS) speed of 20 kHz. The
2H spectra were collected with 1.75 μs
2H 90-degree pulse, a recycle delay of 3 s, 20k scans, an MAS speed of 5 kHz, a sweep width of 500 kHz, and an acquisition time of 8.192 ms. The
1H →
13C cross polarization (CP)-MAS spectra were collected using a 2.25 μs
1H 90-degree pulse, between 1k and 8k scans, a recycle delay of 10 seconds, an MAS speed of 20 kHz and a CP contact time of 2 ms. The CP was achieved using a 100 kHz
13C spin-lock pulse, and a ramped power (5%)
1H spin-lock pulse optimized to the -1 spinning side band of the Hartman Hahn condition (80 kHz). During
13C and
2H data collection high power (140 kHz) two pulse phase modulated (TPPM)
1H decoupling with a 3.3 μs pulse width and 8-degree phase offset was used, to improve spectral resolution. The chemical shifts for
1H and
13C were indirectly referenced to TMS in the solid state by setting the resonances for
1H and
13C to 1.8 ppm and 38.48 ppm, respectively. The
2H chemical shifts were referenced by setting the
2H resonance of liquid D
2O to 4.8 ppm. The
1H and
13C NMR data was processed using VnmrJ 4.2, and the
2H NMR data was processed using Topspin 4.1. The
2H NMR line shapes were fit and analyzed using DMFit [
20].
To investigate the variation in hydrogen bonding between the different amorphous forms of Indomethacin measured in our high energy x-ray diffraction experiments on beamline 6-ID-D at the Advanced Photon Source, Empirical Potential Structural Refinement (EPSR) modeling [
21] was used. The five samples were all prepared by melt quenching and their preparation and characterization has previously been reported in detail by Benmore et al. [
17]. It is important to re-iterate here that an accurate data reduction procedure is essential in obtaining the x-ray structure factor S(Q) and associated pair distribution function G(r). A review of the current software available for this purpose has recently been carried out by Gallington et al. [
22]. EPSR is a Monte Carlo semi-rigid body type simulation, whereby all atoms on the molecules are defined using harmonic force constants, and angular and dihedral angles are used to describe the molecular geometry and allowed intra-molecular rotations [
23,
24]. The algorithm initially uses Lennard-Jones reference potentials with Coulombic terms to describe the intermolecular interactions. As the simulation progresses an empirical potential is employed to modify these inter-molecular interactions. This term in the potential is determined by taking the difference between the experimental diffraction data and that predicted by the Monte Carlo model. The continuously perturbed potential drives the model structure towards the experimental data by random changes in atomic (molecular) coordinates, including molecular rotations if flexibility of that part of the molecule is allowed, with each step resulting in new configurations. The change is accepted if the potential energy decreases, or with a Boltzmann probability if it is greater, to avoid becoming stuck in local minima. Once good fits are found between the model structures and the measured x-ray structure factor the simulation is collected over a large number of configurations. When applied to x-ray diffraction data from amorphous pharmaceuticals, the scattering is mainly dominated by the carbon and oxygen atoms that define the molecular geometry and inter-molecular pair correlations.
Here, EPSR simulations were performed on 64 molecules within a cubic box under periodic boundary conditions. The starting configuration of our model was constructed from a random array of Z isomer molecules since this is the most common isomer, particularly at low density. In addition, molecular dynamics simulations of amorphous Indomethacin predicts that the Z isomer is more favorable than the E isomer by a factor of about 5.7 [
1]. To allow other conformations in the model and improve the fit to the x-ray data, rotations of five molecular groups were enabled, including the rotation of the chlorobenzyl ring. The atom labels for the different atom types used in the simulation and the allowed molecular rotations are illustrated in
Figure 1. To prevent unrealistic hydrogen bonding an additional “soft” minimum distance constraint of 2.6Å was applied for the oxygen-oxygen (O-O) interactions between adjacent molecules. This constraint increases the repulsive part of the inter-atomic potential but may come to equilibrium at a lower atom-atom distance if necessary, in order to maintain an adequate fit to the data.
The parameters associated with the starting Lennard-Jones reference potentials are shown in
Table 1. For simplicity, only the most influential partial charges were employed based on the molecular dynamics simulations of Xiang & Anderson [
12]. Namely, the negative acceptor oxygen and positive carbon charges, with the charge balance placed on the OH donor hydrogen. Best fits to the more disordered high-energy x-ray diffraction signals (from samples I, II) were obtained using a ~5% lower density and the semi-rigid molecular models, whereby rotation about the 5 specified axes was allowed. The more ordered signals from samples IV and V were better fit using rigid Z-isomer molecules with rotations restricted to only a few degrees. Sample III was fit with an intermediate density and but all 5 rotations enabled.
Following initial Monte Carlo equilibration, the empirical potential term was refined to improve agreement with scattering data, Once the goodness-of-fit parameter was minimized between the model and the experimental S(Q), structural data were collected over ensembles of at least 10,000 configurations. While the EPSR fit to the data does not necessarily give a unique structural 3D configuration of molecules, it does provide an important insight into the types of interactions that are likely in the disordered sate. Since x-rays are scattered by electrons, the S(Q)’s and corresponding PDF’s are most sensitive to the heavier atoms and in particular the orientations of the carbon rings, oxygens and the chlorine atom interactions.
4. Discussion
Previous structural characterization methods of crystalline, liquid and amorphous forms of Indomethacin have included Raman and infra-red spectroscopy [
29], nuclear magnetic resonance [
28], x-ray crystallography [
14] and molecular dynamics simulations [
30]. The extraction of the pair distribution function from diffraction measurements provides yet another powerful tool capable of probing both intra- and intermolecular configurations of molecules, especially with regard to the most disordered forms [
31,
32,
33]. The five amorphous Indomethacin samples modeled here have previously been characterized in detail using high energy x-ray diffraction, nuclear magnetic resonance, Raman scattering and differential scanning calorimetry [
17]. From our EPSR models we can interrogate the variation in the model structures more thoroughly. A comparison of the ∠O3-N-Cl intra-molecular angle of the three different isomers found in α- and γ-Indomethacin are shown in
Figure 7, along with the distribution of angles found in the EPSR models for all five amorphous samples. The most structured inter-molecular amorphous have the broadest range of intra-molecular conformations (around ~90
o). This is a consequence of our EPSR constraints, since our models of samples IV and V used Z-isomer molecules with rotations limited to only a few degrees. In contrast, our models for our more disordered samples I, II and III, allowed five rotations within the Z-isomer molecules. This additional flexibility resulted in exhibit sharper peaks in the ∠O3-N-Cl angle distribution, and are attributed to preferred intra-molecular conformations. None of the models I, II or III found configurations with any significant population of E-isomers, suggesting that the pure amorphous forms likely act as better anti-inflammatory agents compared to the α-form. However, it has been pointed out that the distribution of Indomethacin conformations is sensitive to the physical environment, with the Z isomer conformation being preferred in solution and the E-isomer favored in inclusion complexes with β-cyclodextrin [
34].
The broad range of molecular conformations observed in our models leads to a high degree of inter-molecular structural disorder associated with amorphous solids, and more complex hydrogen bonding patterns compared to the crystalline forms. Previous MD simulations on amorphous Indomethacin [
12] have shown a much lower probability of carboxylic dimers than found in the crystals, and the most readily identified hydrogen bonded patterns to be short chains of Indomethacin molecules connected via carboxylic acid bonds. An analysis of the chain size distributions shows a high degree of consistency across all of our EPSR models (see
Figure 8), with ~46% of Indomethacin molecules being non-bonded (isolated), and only ~39% bonded to one neighboring molecule via a single hydrogen bond, see
Figure 9. The remaining 15% are associated with trimers, and bifurcated hydrogen bonds leading to a diversity of chain structures in the amorphous forms. This result compares to 21% non-bonded molecules, 31% singly hydrogen bonded molecules, and 48% with 2 or 3 hydrogen bonded neighbors in a previously reported molecular dynamics model of 10 mole.% water containing Indomethacin glass [
12].
1H and
2H NMR supports the molecular model of amorphous indomethacin having a broad range of molecular conformations and inter-molecular structural disorder with complex hydrogen bonding patterns. Furthermore, deuteration and
2H NMR is shown as a promising direction for probing hydrogen bonding and molecular structure, motion and exchange dynamics in pharmaceutical compounds [
35]. This is especially relevant with the increased interest in deuterated pharmaceutics [
36]. Our future directions involve more closely integrating molecular computational of quadrupolar and chemical shift NMR quantities from ab initio computational model molecular configurations to better combine experimental and computational elucidation of complex distributions of conformations and inter-molecular distributions common to amorphous pharmaceutical compounds.
Author Contributions
Conceptualization, C.J.B., J.L.Y. and S.R.B.; methodology, C.J.B., J.L.Y. and S.R.B.; formal analysis, C.J.B., J.L.Y., S.K.D., P.S. and C.D.S.; investigation, C.J.B., J.L.Y., S.K.D., P.S. and C.D.S.; writing—original draft preparation, C.J.B. and J.L.Y.; writing—review and editing, J.L.Y. and S.R.B.; All authors have read and agreed to the published version of the manuscript.