43 research outputs found
Stoichiometric and Nonstoichiometric Hydrates of Brucine
The complex interplay
of temperature and water activity (<i>a</i><sub>w</sub>)/relative
humidity (RH) on the solid form
stability and transformation pathways of three hydrates (<b>HyA</b>, <b>HyB</b>, and <b>HyC</b>), an isostructural dehydrate
(<b>HyA</b><sub><b>dehy</b></sub>), an anhydrate (<b>AH</b>), and amorphous brucine has been elucidated and the transformation
enthalpies quantified. The dihydrate (<b>HyA</b>) shows a nonstoichiometric
(de)hydration behavior at RH < 40% at 25 °C, and the removal
of the water molecules results in an isomorphic dehydrate structure.
The metastable dehydration product converts to <b>AH</b> upon
storage at the driest conditions or to <b>HyA</b> if exposed
to moisture. <b>HyB</b> is a stoichiometric tetrahydrate. The
loss of the water molecules causes <b>HyB</b> to collapse to
an amorphous phase. Amorphous brucine transforms to <b>AH</b> at RH < 40% RH and a mixture of hydrated phases at higher RH
values. The third hydrate (<b>HyC</b>) is only stable at RH
≥ 55% at 25 °C and contains 3.65–3.85 mol equiv
of water. Dehydration of <b>HyC</b> occurs in one step at RH
< 55% at 25 °C or upon heating, and <b>AH</b> is obtained.
The <b>AH</b> is the thermodynamically most stable phase of
brucine at RH < 40% at 25 °C. Depending on the conditions,
temperature, and <i>a</i><sub>w</sub>, each of the three
hydrates becomes the thermodynamically most stable form. This study
demonstrates the importance of applying complementary analytical techniques
and appropriate approaches for understanding the stability ranges
and transition behavior between the solid forms of compounds with
multiple hydrates
DataSheet1.PDF
<p>The observed moisture- and temperature dependent transformations of the dapsone (4,4′-diaminodiphenyl sulfone, DDS) 0. 33-hydrate were correlated to its structure and the number and strength of the water-DDS intermolecular interactions. A combination of characterization techniques was used, including thermal analysis (hot-stage microscopy, differential scanning calorimetry and thermogravimetric analysis), gravimetric moisture sorption/desorption studies and variable humidity powder X-ray diffraction, along with computational modeling (crystal structure prediction and pair-wise intermolecular energy calculations). Depending on the relative humidity the hydrate contains between 0 and 0.33 molecules of water per molecule DDS. The crystal structure is retained upon dehydration indicating that DDS hydrate shows a non-stoichiometric (de)hydration behavior. Unexpectedly, the water molecules are not located in structural channels but at isolated-sites of the host framework, which is counterintuitively for a hydrate with non-stoichiometric behavior. The water-DDS interactions were estimated to be weaker than water-host interactions that are commonly observed in stoichiometric hydrates and the lattice energies of the isomorphic dehydration product (hydrate structure without water molecules) and (form III) differ only by ~1 kJ mol<sup>−1</sup>. The computational generation of hypothetical monohydrates confirms that the hydrate with the unusual DDS:water ratio of 3:1 is more stable than a feasible monohydrate structure. Overall, this study highlights that a deeper understanding of the formation of hydrates with non-stoichiometric behavior requires a multidisciplinary approach including suitable experimental and computational methods providing a firm basis for the development and manufacturing of high quality drug products.</p
Why Do Hydrates (Solvates) Form in Small Neutral Organic Molecules? Exploring the Crystal Form Landscapes of the Alkaloids Brucine and Strychnine
Computational
methods were used to generate and explore the crystal
structure landscapes of the 2 alkaloids strychnine and brucine. The
computed structures were analyzed and rationalized by correlating
the modeling results to a rich pool of available experimental data.
Despite their structural similarity, the 2 compounds show marked differences
in the formation of solid forms. For strychnine, only 1 anhydrous
form is reported in the literature and 2 new solvates from 1,4-dioxane
were detected in the course of this work. In contrast, 22 solid forms
are known so far to exist for brucine, comprising 2 anhydrates, 4
hydrates (<b>HyA</b> – <b>HyC</b> and a 5.25-hydrate),
12 solvates (alcohols and acetone), and 4 heterosolvates (mixed solvates
with water and alcohols). For strychnine, it is hard to produce any
solid form other than the stable anhydrate, while the formation of
specific solid state forms of brucine is governed by a complex interplay
between temperature and relative humidity/water activity and it is
rather a challenge to avoid hydrate formation. Differences in crystal
packing and the high tendency for brucine to form hydrates are not
intuitive from the molecular structure alone, as both molecules have
hydrogen bond acceptor groups but lack hydrogen bond donor groups.
Only the evaluation of the crystal energy landscapes, in particular,
the close-packed crystal structures and high-energy open frameworks
containing voids of molecular (water) dimensions, allowed us to unravel
the diverse solid state behavior of the 2 alkaloids at a molecular
level. In this study we demonstrate that expanding the analysis of
anhydrate crystal energy landscapes to higher energy structures and
calculating the solvent-accessible volume can be used to estimate
non-stoichiometric or channel hydrate (solvate) formation, without
explicitly computing the hydrate/solvate crystal energy landscapes
Dapsone Form V: A Late Appearing Thermodynamic Polymorph of a Pharmaceutical
Five
anhydrate polymorphs (forms I–V)
and the isomorphic dehydrate (Hydehy) of dapsone (4,4′-diaminodiphenyl sulfone or DDS) were
prepared and characterized in an interdisciplinary experimental and
computational study, elucidating the kinetic and thermodynamic stabilities,
solid form interrelationships, and structural features of the known
forms I–IV, the novel polymorph form V, and Hydehy. Calorimetric
measurements, solubility experiments, and lattice energy calculations
revealed that form V is the thermodynamically stable
polymorph from absolute zero to at least 90 °C. At higher temperatures,
form II, and then form I, becomes the most
stable DDS solid form. The computed 0 K stability order (lattice energy
calculations) was confirmed with calorimetric measurements as follows, V (most stable) > III > Hydehy > II > I > IV (least stable). The discovery of form V was complicated
by the fact that the metastable but kinetically stabilized form III shows a higher nucleation and growth rate. By combining
laboratory powder X-ray diffraction data and ab initio calculations,
the crystal structure of form V (P21/c, Z′ = 4) was solved, with a high
energy DDS conformation allowing a denser packing and more stable
intermolecular interactions, rationalizing the formation of a high
Z′ structure. The structures of the forms I and IV, only observed from the melt and showing distinct packing
features compared to the forms II, III,
and V, were derived from the computed crystal energy
landscapes. Dehydration modeling of the DDS hydrate led to the Hydehy structure. This study expands
our understanding about the complex crystallization behavior of pharmaceuticals
and highlights the big challenge in solid form screening, especially
that there is no clear end point
Exploring the Supramolecular Interactions and Thermal Stability of Dapsone:Bipyridine Cocrystals by Combining Computational Chemistry with Experimentation
The application of computational screening methodologies
based
on H-bond propensity scores, molecular complementarity, molecular
electrostatic potentials, and crystal structure prediction has guided
the discovery of novel cocrystals of dapsone and bipyridine (DDS:BIPY).
The experimental screen, which included mechanochemical and slurry
experiments as well as the contact preparation, resulted in four cocrystals,
including the previously known DDS:4,4′-BIPY (2:1, CC44-B) cocrystal. To understand the factors governing the formation
of the DDS:2,2′-BIPY polymorphs (1:1, CC22-A and
CC22-B) and the two DDS:4,4′-BIPY cocrystal stoichiometries
(1:1 and 2:1), different experimental conditions (such as the influence
of solvent, grinding/stirring time, etc.) were tested and compared
with the virtual screening results. The computationally generated
(1:1) crystal energy landscapes had the experimental cocrystals as
the lowest energy structures, although distinct cocrystal packings
were observed for the similar coformers. H-bonding scores and molecular
electrostatic potential maps correctly indicated cocrystallization
of DDS and the BIPY isomers, with a higher likelihood for 4,4′-BIPY.
The molecular conformation influenced the molecular complementarity
results, predicting no cocrystallization for 2,2′-BIPY with
DDS. The crystal structures of CC22-A and CC44-A were solved from powder X-ray diffraction data. All four cocrystals
were fully characterized by a range of analytical techniques, including
powder X-ray diffraction, infrared spectroscopy, hot-stage microscopy,
thermogravimetric analysis, and differential scanning calorimetry.
The two DDS:2,2′-BIPY polymorphs are enantiotropically related,
with form B being the stable polymorph at room temperature (RT) and
form A being the higher temperature form. Form B is metastable but
kinetically stable at RT. The two DDS:4,4′-BIPY cocrystals
are stable at room conditions; however, at higher temperatures, CC44-A transforms to CC44-B. The cocrystal formation
enthalpy order, derived from the lattice energies, was calculated
as follows: CC44-B > CC44-A > CC22-A
Comprehensive Insights into Sulfaguanidine in the Solid State: An Experimental and Computational Study
A thorough re-examination of sulfaguanidine’s
(SGD) solid-state
behavior was conducted, 65 years after the initial report on SGD polymorphism.
This investigation focuses on the polymorphic nature of the compound,
the formation of hydrates and solvates, and the pivotal role of experimental
and computational methods in screening, assessing stability, and understanding
transformation processes. The findings confirm the presence of five
anhydrates (AH-I–V), two monohydrate
polymorphs (Hy1-I and Hy1-II), and nine
solvates (with tetrahydrofuran, methanol, ethanol, t-butanol, acetone, cyclohexanone, dimethyl sulfoxide, dimethyl formamide, and dimethyl acetamide). Notably, nine novel structures–two anhydrates and seven
solvates–are reported, solved from powder X-ray diffraction
data. Calorimetric measurements have revealed that AH-II is the thermodynamically stable polymorph at room and low temperatures.
In contrast, AH-I emerges as the stable polymorph at
higher temperatures, yet it exhibits remarkable kinetic stability
at RT and demonstrates greater stability in terms of hydration. The
anhydrate forms exhibit distinctive packing arrangements, while the
two hydrates share a close structural resemblance. Among the seven
structurally characterized solvates, only the tetrahydrofuran and
dimethyl sulfoxide solvates are isostructural. Controlled desolvation
experiments enabled the formation of AH-I, AH-II, and, notably, AH-V for the first time. The anhydrate
and monohydrate crystal structure prediction studies reveal that the
computed lowest-energy structures correspond to experimentally observed
forms and propose models for the elusive AH-IV structure.
Overall, the exploration of SGD’s solid-state landscape confirms
a rich array of highly stable H-bonding motifs and packing arrangements,
positioning this study as an ideal model for complex solid-state systems
and shedding light on its intricate solid-state nature
Creatine: Polymorphs Predicted and Found
Hydrate and anhydrate crystal structure
prediction (CSP) of creatine
(CTN), a heavily used, poorly water-soluble, zwitterionic compound,
has enabled the finding and characterization of its anhydrate polymorphs,
including the thermodynamic room temperature form. Crystal structures
of the novel forms were determined by combining laboratory powder
X-ray diffraction data and ab initio generated structures. The computational
method not only revealed all experimental forms but also predicted
the correct stability order, which was experimentally confirmed by
measurements of the heat of hydration
Creatine: Polymorphs Predicted and Found
Hydrate and anhydrate crystal structure
prediction (CSP) of creatine
(CTN), a heavily used, poorly water-soluble, zwitterionic compound,
has enabled the finding and characterization of its anhydrate polymorphs,
including the thermodynamic room temperature form. Crystal structures
of the novel forms were determined by combining laboratory powder
X-ray diffraction data and ab initio generated structures. The computational
method not only revealed all experimental forms but also predicted
the correct stability order, which was experimentally confirmed by
measurements of the heat of hydration
Flavone Cocrystals: A Comprehensive Approach Integrating Experimental and Virtual Methods
The dapsone/flavone cocrystal system served as a benchmark
for
both experimental and virtual screening methods. Expanding beyond
this, two additional active pharmaceutical ingredients (APIs), sulfanilamide
and sulfaguanidine, structurally related to dapsone were chosen to
investigate the impact of substituents on cocrystal formation. The
experimental screening involved mechanochemical methods, slurry experiments,
hot-melt extrusion, and the contact preparation method. The virtual
screening focused on crystal structure prediction (CSP), molecular
complementarity, hydrogen-bond propensity, and molecular electrostatic
potentials. The CSP studies not only indicated that each of the three
APIs should form cocrystals with flavone but also reproduced the known
single- and multicomponent phases. Experimentally, dapsone/flavone
cocrystals ACC, BCC, CCC, and DCC were reproduced, CCC was identified as a nonstoichiometric
hydrate, and a fifth cocrystal (ECC), a t-butanol solvate, was discovered. The
cocrystal polymorphs ACC and BCC are enantiotripically related,
and DCC, exhibiting a different
stoichiometric ratio, is enthalpically stabilized over the other cocrystals.
For the sulfaguanidine/flavone system, two novel, enantiotripically
related cocrystals were identified. The crystal structures of two
cocrystals and a flavone polymorph were solved from powder X-ray diffraction
data, and the stability of all cocrystals was assessed through differential
scanning calorimetry and lattice energy calculations. Despite computational
indications, a diverse array of cocrystallization techniques did not
result in a sulfanilamide/flavone cocrystal. The driving force behind
dapsone’s tendency to cocrystallize with flavone can be attributed
to the overall strength of flavone interactions in the cocrystals.
For sulfaguanidine, the potential to form strong API···API
and API···coformer interactions in the cocrystal is
a contributing factor. Furthermore, flavone was found to be trimorphic
