School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin 2, Ireland.
J Pharm Sci. 2011 Mar;100(3):1102-15. doi: 10.1002/jps.22337. Epub 2010 Sep 16.
Accurate mechanistic modelling of a complex system requires insight into the process being simulated, in addition to a theoretical 'first-principles' approach. The current work uses a numerical mechanistic model to simulate dissolution of a particulate system in the flow-through dissolution apparatus. A shadowgraph imaging method is also used to monitor the dissolution process, providing real-time estimates of particle motion, number and total dissolution time. Experimental dissolution studies of ibuprofen particles are used to assess the accuracy of the model. The numerical model adequately predicts the ibuprofen particle dissolution rate at 16 mL min(-1) . Parameter sensitivity analysis identified dissolution test circumstances requiring more, or less, accuracy in the particle size and density calculations. The shadowgraph imaging method successfully determined the total dissolution time and decreasing particle numbers over time. The images confirmed the pulsing particle motion of the numerical model but revealed some more complex velocity patterns, assisting numerical model development. Further optimisation of the sampling window is required to capture all relevant particle motion and changing particle size distribution. A mechanistic model can successfully simulate particulate dissolution in the flow-through apparatus, and when used along with shadowgraph imaging, can give valuable insight into the dissolution process mechanisms and environment.
准确的复杂系统机械建模需要深入了解正在模拟的过程,以及理论上的“第一性原理”方法。目前的工作使用数值机械模型来模拟在流动溶解装置中颗粒系统的溶解过程。还使用阴影成像方法来监测溶解过程,实时估计颗粒运动、数量和总溶解时间。使用布洛芬颗粒的实验溶解研究来评估模型的准确性。数值模型充分预测了在 16 mL min(-1) 下布洛芬颗粒的溶解速率。参数敏感性分析确定了需要更准确或更不准确的粒径和密度计算的溶解测试情况。阴影成像方法成功确定了随时间变化的总溶解时间和减少的颗粒数量。图像证实了数值模型的脉冲颗粒运动,但揭示了一些更复杂的速度模式,有助于数值模型的发展。需要进一步优化采样窗口,以捕获所有相关的颗粒运动和不断变化的颗粒尺寸分布。机械模型可以成功地模拟在流动通过装置中的颗粒溶解,并且当与阴影成像一起使用时,可以深入了解溶解过程的机制和环境。