Formulation and Analytical Development for Low‐Dose Oral Drug Products 2008
DOI: 10.1002/9780470386361.ch3
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Particle Size of Drug Substance and Product Content Uniformity—Theoretical Considerations

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“…e 3μþ13:5σ 2 s ð15Þ While closed-form statistical approaches such as the above exist, computational models have been used to model the stochastic process of particle-level sampling from a randomly mixed blend of varying properties. Zhang and Johnson [80] and Johnson [81] proposed deterministic models for sampling from a particle size distribution to assess content uniformity. Huang and Ku [82] offered a true Monte Carlo approach utilizing Poisson sampling across all particle size fractions, demonstrating that lognormal distributions showing skew can yield significant deviations from the normality assumption.…”
Section: Quantifying Mixednessmentioning
confidence: 99%
“…e 3μþ13:5σ 2 s ð15Þ While closed-form statistical approaches such as the above exist, computational models have been used to model the stochastic process of particle-level sampling from a randomly mixed blend of varying properties. Zhang and Johnson [80] and Johnson [81] proposed deterministic models for sampling from a particle size distribution to assess content uniformity. Huang and Ku [82] offered a true Monte Carlo approach utilizing Poisson sampling across all particle size fractions, demonstrating that lognormal distributions showing skew can yield significant deviations from the normality assumption.…”
Section: Quantifying Mixednessmentioning
confidence: 99%
“…This step transforms loose drug crystals or active pharmaceutical ingredients (API) into granules that exhibit better flowability, compressibility, and content uniformity for subsequent portioning and tableting. , Prior to granulation, drug crystals are often blended with various excipients (functional inactive substances added to the formulation) to either protect the active drug from moisture, modify drug dissolution, or act as a binder for the final product . Industrially, content uniformity at the individual granule level can be challenging due to the difficulty of obtaining homogeneous drug powder blends for granulation; , powder blend uniformity is highly dependent on drug crystal and excipient powder size and shape, bulk density, and adhesive or cohesive forces between different compounds within the mixture . Kawashima et al introduced the concept of spherical crystallization nearly three decades ago; this is a particularly facile process of granulation, in which spherical crystal agglomerates are directly formed during crystallization via the introduction of a bridging liquid or by conducting antisolvent crystallization within transient droplets (quasi emulsions) formed from miscible solvent pairs using high shear and agitation. , The main challenge of the aforementioned methods when conducted in agitated vessels is the coarse control over particle sizes, as the operation is sensitive to multiple scale-up factors such as mixing efficiency, impeller and vessel geometry, and inlet configuration.…”
Section: Introductionmentioning
confidence: 99%