Certara Predictive Technologies Division, Certara UK Limited, Sheffield, UK.
J Clin Pharmacol. 2024 Sep;64(9):1083-1094. doi: 10.1002/jcph.2452. Epub 2024 May 2.
The rapid growth in the use of pediatric physiologically based pharmacokinetic (PBPK) models, particularly for regulatory applications, has focused emphasis on model verification and ensuring system parameters are robust, including how these change with age. Uncertainty remains regarding the ontogeny of some enzymes and transporters, in this study 2 published ontogeny profiles for hepatic CYP3A4 were compared. Clinical pharmacokinetic data on 4 intravenously administered CYP3A4 substrates (alfentanil, fentanyl, midazolam, and sildenafil) used across the pediatric age range was collected from the literature. The PBPK models were verified in the adult population and then used to compare the Salem and a modified Upreti ontogeny profiles for CYP3A4 in terms of parent drug clearance and area under the curve from birth onward. Overall, the modified Upreti ontogeny profile resulted in 15 out of 17 age-related predictions within 2-fold and 12 out of 17 predictions within 1.5-fold ranges of observed values, for the Salem ontogeny these values were 12 out of 17 and 8 out of 17, respectively. The Upreti ontogeny profile performed better than Salem, average fold error and absolute average fold error were 1.14 and 1.35 compared to 1.56 and 1.90, respectively. Identifying the optimal CYP3A4 ontogeny is important for regulatory use of PBPK especially given the number of drugs cleared by this enzyme. This study broadens the evidence from previous studies that Upreti is more favorable than Salem, but further work is needed especially in the neonatal and early infant age range.
儿科生理药代动力学(PBPK)模型的应用迅速增长,特别是在监管应用方面,这使得人们更加关注模型验证,并确保系统参数具有稳健性,包括这些参数如何随年龄变化。一些酶和转运体的发育仍存在不确定性,在本研究中,比较了 2 个已发表的肝 CYP3A4 发育曲线。从文献中收集了跨越儿科年龄范围的静脉给予的 4 种 CYP3A4 底物(阿芬太尼、芬太尼、咪达唑仑和西地那非)的临床药代动力学数据。在成人人群中验证了 PBPK 模型,然后使用这些模型比较了 Salem 和经修改的 Upreti CYP3A4 发育曲线,以比较从出生起母体药物清除率和曲线下面积。总体而言,经修改的 Upreti 发育曲线有 15 个年龄相关预测值在观察值的 2 倍以内,12 个预测值在观察值的 1.5 倍以内,而 Salem 发育曲线的这些值分别为 12 个和 8 个。Upreti 发育曲线的性能优于 Salem,平均倍数误差和绝对平均倍数误差分别为 1.14 和 1.35,而 Salem 发育曲线的分别为 1.56 和 1.90。确定最佳 CYP3A4 发育曲线对于 PBPK 的监管应用非常重要,特别是考虑到有许多药物是由这种酶清除的。本研究扩展了之前研究的证据,表明 Upreti 比 Salem 更有优势,但仍需要进一步的工作,特别是在新生儿和婴儿早期年龄范围。