Recently, temperature cycles have been shown to lead to total deracemization of conglomerate forming compounds, in the presence of a racemizing agent. Even though several experimental studies have been performed, a clear explanation of the phenomena involved in this process and a detailed model have not been reported yet. This contribution aims at filling this gap, by presenting a mathematical model of temperature cycle induced deracemization. The model, based on population balance equations, describes the interplay of several phenomena (size-dependent solubility, crystal growth and dissolution, agglomeration, and racemization), explicitly accounting for the dependence of their thermodynamic and kinetic parameters not only on the particle size, but also on temperature. After discussing how to numerically solve the model, we present several simulations investigating the effect of the main chemicophysical parameters and of the operating conditions. Our results not only illustrate the effect of each parameter on the process and the relative importance of the different phenomena, but also compare well qualitatively with the experimental results recently reported on the deracemization of N-(2-methylbenzylidene)-phenylglycine-amide in the presence of 1,8-diazabicyclo(5.4.0)undec-7-ene (DBU).
The aim of this study was to investigate the impact of formulation excipients and solubilizing additives on dissolution, supersaturation, and membrane transport of an active pharmaceutical ingredient (API). When a poorly water-soluble API is formulated to enhance its dissolution, additives, such as surfactants, polymers, and cyclodextrins, have an effect not only on dissolution profile but also on the measured physicochemical properties (solubility, pK, permeability) of the drug while the excipient is present, therefore also affecting the driving force of membrane transport. Meloxicam, a nonsteroidal anti-inflammatory drug, was chosen as a poorly water-soluble model drug and formulated in order to enhance its dissolution using solvent-based electrospinning. Three polyvinylpyrrolidone (PVP) derivatives (K30, K90, and VA 64), Soluplus, and (2-hydroxypropyl)-β-cyclodextrin were used to create five different amorphous solid dispersions of meloxicam. Through experimental design, the various formulation additives that could influence the characteristics of dissolution and permeation through artificial membrane were observed by carrying out a simultaneous dissolution-permeation study with a side-by-side diffusion cell, μFLUX. Although the dissolution profiles of the formulations were found to be very similar, in the case of Soluplus containing formulation the flux was superior, showing that the driving force of membrane transport cannot be simplified to the concentration gradient. Supersaturation gradient, the difference in degree of supersaturation (defined as the ratio of dissolved amount of the drug to its thermodynamic solubility) between the donor and acceptor side, was found to be the driving force of membrane transport. It was mathematically derived from Fick's first law, and experimentally proved to be universal on several meloxicam containing ASDs and DMSO stock solution.
Solid-state deracemization via temperature cycles is a technique to obtain a pure powder of the desired enantiomer of a conglomerate forming compound from an initial mixture of both solid enantiomers, through a combination of dissolution and growth due to size-dependent solubility, in the presence of racemization in solution. The complexity of the process requires a mathematical model to understand the effect of initial conditions and operating parameters on the process outcome and performance. To this aim, we use our recently developed population balance based model of deracemization through temperature cycles to explain the large variations in deracemization time and in process outcome that are observed in experiments. We show how the direction of the evolution toward one or the other pure enantiomer is influenced by the initial asymmetries between the crystal populations of the two enantiomers. We observe how the process response varies to changes in the initial conditions and compare performance based on productivity. As for the operating conditions, we have performed simulations in the presence of attrition to investigate the effect of process conditions and system properties.
Solubility enhancement and thus higher bioavailability are of great importance and a constant challenge in pharmaceutical research whereby polymorph screening and selection is one of the most important tasks. A very promising approach for polymorph screening is solvent vapor annealing where a sample is exposed to an atmosphere saturated with molecules of a specific chemical/solvent. In this work, amorphous carbamazepine thin films were prepared by spin coating, and the transformation into crystalline forms under exposure to solvent vapors was investigated. Employing grazing incidence X-ray diffraction, four distinct carbamazepine polymorphs, a solvate, and hydrates could be identified, while optical microscopy showed mainly spherulitic morphologies. In vitro dissolution experiments revealed different carbamazepine release from the various thin-film samples containing distinct polymorphic compositions: heat treatment of amorphous samples at 80 °C results in an immediate release; samples exposed to EtOH vapors show a drug release about 5 times slower than this immediate one; and all the others had intermediate release profiles. Noteworthy, even the sample of slowest release has a manifold faster release compared to a standard powder sample demonstrating the capabilities of thin-film preparation for faster drug release in general. Despite the small number of samples in this screening experiment, the results clearly show how solvent vapor annealing can assist in identifying potential polymorphs and allows for estimating their impact on properties like bioavailability.
Solid-state deracemization via temperature cycles converts a racemic crystal mixture into an enantiopure product by periodic cycling of the temperature in the presence of a racemization catalyst. A continuous counterpart of this conventional batch-operated process is proposed that can be performed in mixed suspension mixed product removal crystallizers (MSMPRCs). More specifically, three different configurations are described to perform periodic forcing via temperature cycles, which differ from each other in the type of the feed and in the withdrawal system. We have developed a model by extending our recent population balance equation model of batch solid-state deracemization via temperature cycles, and we exploit this tool to analyze the start-up and periodic steady-state behavior. Moreover, we compare the performance of the different configurations based on the selected key performance indicators, namely, average periodic steady-state enantiomeric excess and productivity. The process with solution feed yields pure enantiomers, while the solid and suspension-fed process alternatives result in highly enantiomerically enriched crystals. We further design an MSMPRC cascade to overcome this purity limitation. This work discusses guidelines on how to transform the batch process of temperature cycles into a continuous operation, which enables stable, unattended operation and chiral crystal production with consistent product quality.
Solid-state deracemization via temperature cycles is a promising technique that combines crystallization and racemization in the same batch process to attain enantiomer purification. This method is particularly attractive because the target enantiomer can be isolated with a 100% yield, and a large number of operating parameters can be adjusted to do this effectively. However, this implies that several choices need to be made to design the process for a new compound. In this work, we provide a solution to this dilemma by suggesting a simplified model-free design approach based on a single dimensionless parameter, that is, the dissolution factor, that represents the cycle capacity. This quantity is obtained from a novel rescaling of the model equations proposed in previous work and acts as a handy design parameter because it only depends on the operating conditions, such as the suspension density, the enantiomeric excess, and the difference in solubility between high and low temperatures in the cycle. With extensive modeling studies, supported by experimental results, we demonstrate the primary and general effect of the dissolution factor on the deracemization process and thus its relevance for the process design. Through both experiments and simulations, we rationalize and evaluate the process performance when periodic and non-periodic temperature cycles are applied to the deracemization of virtual and real compounds with different properties, that is, growth rate and solubility. Based on the approach proposed here, we clarify how the combined effect of more operating conditions can be exploited to obtain quasi-optimal process performance, which results superior when deracemization via periodic temperature cycles is performed.
The crystallization of the two polymorphs of l-glutamic acid (LGA) is carried out in a continuous crystallization process, and its performance according to different criteria is evaluated. The study aims at identifying suitable operating conditions for producing either αLGA or βLGA with a high polymorphic purity. To this end, we investigate the process both from a theoretical perspective and through experiments using either a single stirred-tank crystallizer or a cascade of two stirred-tank crystallizers in series. In terms of theory, we extend the MSMPR-based steady-state stability analysis of Farmer et al. (AIChE J.20166235053514) by accounting for the possibility of a nonrepresentative withdrawal of the solid phase from the crystallizer. Additionally, the process is simulated using population balance equations, thereby investigating the effect of operating conditions on polymorphic purity, yield, and productivity. Guided by the model-based conclusions, we identified suitable operating conditions and experimentally tested them. The experimental campaign has demonstrated that βLGA could be successfully and continuously produced in both process configurations according to the theory with performance as expected, whereas that was not possible for αLGA. The difference between the two stems from different operational challenges, whose consequence is that steady-state operation is attained in the case of βLGA but not in that of αLGA. In the former case, the needle-like βLGA crystals, which exhibit no agglomeration, tend to be only slightly oversampled; in the latter case, the prismatic αLGA crystals undergo major agglomeration and hence are very difficult to suspend and effectively withdraw from the crystallizer.
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