Organic compounds can crystallize in different forms known as polymorphs. Discovery and control of polymorphism is crucial to the pharmaceutical industry since different polymorphs can have significantly different physical properties which impacts their utilization in drug delivery. Certain polymorphs have been reported to ‘disappear’ from the physical world, irreversibly converting to new ones. These unwanted polymorph conversions, initially prevented by slow nucleation kinetics, are eventually observed driven by significant gains in thermodynamic stabilities. The most infamous of these cases is that of the HIV drug ritonavir (RVR): Once its reluctant form was unwillingly nucleated for the first time, its desired form could no longer be produced with the same manufacturing process. Here we show that RVR’s extraordinary disappearing polymorph as well as its reluctant form can be consistently produced by ball-milling under different environmental conditions. We demonstrate that the significant difference in stability between its polymorphs can be changed and reversed in the mill—a process we show is driven by crystal size as well as crystal shape and conformational effects. We also show that those effects can be controlled through careful design of milling conditions since they dictate the kinetics of crystal breakage, dissolution, and growth processes that eventually lead to steady-state crystal sizes and shapes in the mill. This work highlights the huge potential of mechanochemistry in polymorph discovery of forms initially difficult to nucleate, recovery of disappearing polymorphs, and polymorph control of complex flexible drug compounds such as RVR.
Organic compounds can crystallise in different forms known as polymorphs. Some polymorphs have disappeared from the physical world, never to be recrystallised again under the same conditions. The most infamous of these cases is that of the HIV drug ritonavir: once its reluctant stable form II was unwillingly nucleated for the first time, its desired but metastable form I could never be produced again with the same manufacturing process. The disappearance of metastable polymorphs remains a mysterious phenomenon, and the lack of control over it can be frustrating and costly for drug development. Here we show that Ritonavir’s extraordinary disappearing polymorph can be consistently produced by ball-mill grinding. Our work shows that not only crystal size, but also crystal shape and molecular conformation dictate polymorph stability switches in the mill. Through population balance modelling simulations, we also demonstrate how the size and shape of crystals at the steady state are determined by crystal breakage, dissolution and growth kinetics in the mill, which in turn can be controlled by the milling conditions. This work highlights the huge potential of mechanochemistry in polymorph discovery, and the manufacturing and control of complex flexible drug compounds such as Ritonavir.
Conformational polymorphs of organic molecular crystals represent a challenging test for quantum chemistry because they require careful balancing of the intra- and intermolecular interactions. This study examines 54 molecular conformations from 20 sets of conformational polymorphs, along with the relative lattice energies and 173 dimer interactions taken from six of the polymorph sets. These systems are studied with a variety of van der Waals-inclusive density functionals theory models; dispersion-corrected spin-component-scaled second-order Møller-Plesset perturbation theory (SCS-MP2D); and domain local pair natural orbital coupled cluster singles, doubles, and perturbative triples [DLPNO-CCSD(T)]. We investigate how delocalization error in conventional density functionals impacts monomer conformational energies, systematic errors in the intermolecular interactions, and the nature of error cancellation that occurs in the overall crystal. The density functionals B86bPBE-XDM, PBE-D4, PBE-MBD, PBE0-D4, and PBE0-MBD are found to exhibit sizable one-body and two-body errors vs DLPNO-CCSD(T) benchmarks, and the level of success in predicting the relative polymorph energies relies heavily on error cancellation between different types of intermolecular interactions or between intra- and intermolecular interactions. The SCS-MP2D and, to a lesser extent, ωB97M-V models exhibit smaller errors and rely less on error cancellation. Implications for crystal structure prediction of flexible compounds are discussed. Finally, the one-body and two-body DLPNO-CCSD(T) energies taken from these conformational polymorphs establish the CP1b and CP2b benchmark datasets that could be useful for testing quantum chemistry models in challenging real-world systems with complex interplay between intra- and intermolecular interactions, a number of which are significantly impacted by delocalization error.
Changes in molecular conformation and its relationship with crystal polymorphism have been well documented in previous work. To the best of our knowledge, however, the effect of solvate formation on molecular conformation has never been explored. Using the Cambridge Structural Database in combination with molecular modeling, we provide insights into the impact of solvate formation on the conformation adopted by a compound and whether such conformation is different to that found in its neat form(s). Typically, the more flexible a molecule is, the higher the chances that conformational change occurs upon solvate formation. There are no trends as to the relative stability of conformers and their likelihood to be observed in either the solvates or the neat forms. Typically, conformer energy differences in solvate-neat form pairs are small (<5 kJ/mol) and when larger energy differences are observed (>15 kJ/mol), these can be reduced significantly when both solvent and thermal effects are considered in the simulations. This highlights of the importance of computing thermal contributions in conformer energies as well as accounting for environmental effects. Overall, we find that conformational change in solvate-neat form pairs mirrors the behavior of conformational change in polymorphism.
We exploit the possible link between structural surface roughness and difficulty of crystallisation. Polymorphs with smooth surfaces may nucleate and crystallise more readily than polymorphs with rough surfaces. The concept is applied to crystal structure prediction landscapes and reveals a promising complementary way of ranking putative crystal structures.
Molecular conformations can influence the structure and properties of crystalline solids.
We present a simple way of estimating the entropy cost of solvate formation in crystals. The entropy penalty of making solvates can be as low as <1 kJ mol-1 or as high as >9 kJ mol-1 and is entirely dependent on the nature of the liquid component and the temperature of solvate formation. A link is found between a low entropy cost and a higher likelihood for a solvent to make solvates.
Using crystallography to search for nucleation pathways: α and β polymorphs of p-aminobenzoic acid.