This multiauthor review article aims to bring readers up to date with some of the current trends in the field of process analytical technology (PAT) by summarizing each aspect of the subject (sensor development, PAT based process monitoring and control methods) and presenting applications both in industrial laboratories and in manufacture e.g. at GSK, AstraZeneca and Roche. Furthermore, the paper discusses the PAT paradigm from the regulatory science perspective. Given the multidisciplinary nature of PAT, such an endeavour would be almost impossible for a single author, so the concept of a multiauthor review was born. Each section of the multiauthor review has been written by a single expert or group of experts with the aim to report on its own research results. This paper also serves as a comprehensive source of information on PAT topics for the novice reader.
The quality of a crystalline product is defined by its crystal size distribution, purity, morphology, and kind of solid state. It is highly influenced by the nucleation behavior during the crystallization process. A convenient and often used experimental method for determining nucleation behavior is by measuring metastable zone widths (MSZW) in relatively small volumes. However, to what extent these can be related to nucleation behavior on larger (industrial) scales is not known. Two major reasons for this are the lack of experimental data for MSZW measurements on different scales and the incomplete understanding of the complexity of processes determining the MSZW. In order to investigate the relationship between the nucleation behavior for paracetamol in water at the 1 mL and 1 L scales, MSZW measurements were performed. Well controlled MSZW measurements at 1 mL displayed large variations. This implies that at this scale a large number of experiments have to be performed to achieve a statistically sound experimental description of the MSZW. In contrast to the 1 mL experiments, the MSZW measurements performed at 1 L scale showed hardly any variations. The measured MSZW values at the 1 L scale corresponded to the onset of the MSZW distribution at the 1 mL scale, implying a simple scale up rule for laboratory MSZW data to larger scales. Careful in situ observation during several cooling crystallization experiments of paracetamol in water on a 3 mL scale showed the presence of a single crystal preceding the outburst of nuclei. This would imply that initially a single nucleus forms which, after growth to a considerable size, undergoes secondary nucleation. An abundance of fragments originate from this single crystal after secondary nucleation. This observation implies that the crystals produced in an industrial crystallizer originate all from one single crystal and are formed by secondary nucleation. Visualization experiments with other model systems showed that the mechanism is not limited to paracetamol but seems to occur more generally.
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