Department Drug Metabolism and Pharmacokinetics, Novartis Institute for Biomedical Research, One Health Plaza 436 3253, East Hanover, New Jersey 07936, USA.
AAPS PharmSciTech. 2013 Sep;14(3):1255-66. doi: 10.1208/s12249-013-0018-2. Epub 2013 Aug 17.
Physiologically based pharmacokinetic (PBPK) modeling has become a useful tool to estimate the performance of orally administrated drugs. Here, we described multiple in silico/in vitro/in vivo tools to support formulation development toward mitigating the positive food effect of NVS123, a weak base with a pH-dependent and limited solubility. Administered orally with high-fat meal, NVS123 formulated as dry filled capsules displayed a positive food effects in humans. Three alternative formulations were developed and assessed in in vitro and in vivo preclinical and/or clinical studies. By integrating preclinical in vitro and in vivo data, the PBPK model successfully estimated the magnitude of food effects and the predicted values were within ± 30% of the observed results. A model-guided parameter sensitivity analysis illustrated that enhanced solubility and longer precipitation times under fed condition were the main reason for enhanced NVS123's exposure in presence of food. Eventually, exposure after an amorphous formulation was found to be not significantly altered because of remarkably enhanced intestinal solubility and reduced precipitation. Gastroplus population simulations also suggested that the amorphous formulation is promising in mitigating a clinically significant food effect. Overall, these efforts supported the rationale of clinical investigation of the new formulation, and more importantly, highlighted a practical application of PBPK modeling solving issues of undesirable food effects in weakly basic compounds based on preclinical in vitro/in vivo data.
基于生理的药代动力学(PBPK)模型已成为评估口服给药药物性能的有用工具。在这里,我们描述了多种计算、体外和体内工具,以支持开发配方来减轻 NVS123 的阳性食物效应,NVS123 是一种弱碱性化合物,其溶解度随 pH 值变化且有限。当以高脂肪餐口服给予时,NVS123 制成干填充胶囊在人体中显示出阳性食物效应。开发了三种替代配方,并在临床前和/或临床研究中进行了体外和体内评估。通过整合临床前的体外和体内数据,PBPK 模型成功地估计了食物效应的大小,预测值与观察结果的偏差在 ±30%以内。模型引导的参数敏感性分析表明,在进食条件下,增强的溶解度和更长的沉淀时间是增强 NVS123 暴露的主要原因。最终,发现无定形配方的暴露没有显著改变,因为其显著增强了肠道溶解度并减少了沉淀。Gastroplus 人群模拟也表明,无定形配方有希望减轻临床上显著的食物效应。总的来说,这些努力支持了新配方临床研究的原理,更重要的是,基于临床前的体外/体内数据,突出了 PBPK 模型在解决弱碱性化合物中不良食物效应问题方面的实际应用。