Division of Translational and Clinical Pharmacology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio (M.W.v.H., R.T., A.A.V., T.M.); James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio (M.W.v.H.); Certara UK Limited, Sheffield, United Kingdom (T.N.J.); and Department of Pediatrics (A.A.V., T.M.) and Center for Addiction Research (A.A.V., T.M.), College of Medicine, University of Cincinnati, Cincinnati, Ohio.
Division of Translational and Clinical Pharmacology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio (M.W.v.H., R.T., A.A.V., T.M.); James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio (M.W.v.H.); Certara UK Limited, Sheffield, United Kingdom (T.N.J.); and Department of Pediatrics (A.A.V., T.M.) and Center for Addiction Research (A.A.V., T.M.), College of Medicine, University of Cincinnati, Cincinnati, Ohio
Drug Metab Dispos. 2024 Jul 16;52(8):785-796. doi: 10.1124/dmd.124.001643.
Sublingual buprenorphine is used for opioid use disorder and neonatal opioid withdrawal syndrome. The study aimed to develop a full physiologically based pharmacokinetic (PBPK) model that can adequately describe dose- and formulation-dependent bioavailability of buprenorphine. Simcyp (v21.0) was used for model construction. Four linear regression models (i.e., untransformed or log transformed for dose or proportion sublingually absorbed) were explored to describe sublingual absorption of buprenorphine across dose. Published clinical trial data not used in model development were used for verification. The PBPK model's predictive performance was deemed adequate if the geometric means of ratios between predicted and observed (P/O) area under the curve (AUC), peak concentration (C), and time to reach C (T) fell within the 1.25-fold prediction error range. Sublingual buprenorphine absorption was best described by a regression model with logarithmically transformed dose. By integrating this nonlinear absorption profile, the PBPK model adequately predicted buprenorphine pharmacokinetics (PK) following administration of sublingual tablets and solution across a dose range of 2-32 mg, with geometric mean (95% confidence interval) P/O ratios for AUC and C equaling 0.99 (0.86-1.12) and 1.24 (1.09-1.40), respectively, and median (5th to 95th percentile) for T equaling 1.11 (0.69-1.57). A verified PBPK model was developed that adequately predicts dose- and formulation-dependent buprenorphine PK following sublingual administration. SIGNIFICANCE STATEMENT: The physiologically based pharmacokinetic (PBPK) model developed in this study is the first to adequately predict dose- and formulation-dependent sublingual buprenorphine pharmacokinetics. Accurate prediction was facilitated by the incorporation of a novel nonlinear absorption model. The developed model will serve as the foundation for maternal-fetal PBPK modeling to predict maternal and fetal buprenorphine exposures to optimize buprenorphine treatment for neonatal opioid withdrawal syndrome.
舌下美沙酮用于治疗阿片类药物使用障碍和新生儿阿片类药物戒断综合征。本研究旨在开发一个完整的基于生理学的药代动力学(PBPK)模型,该模型能够充分描述美沙酮剂量和剂型依赖性生物利用度。Simcyp(v21.0)用于模型构建。探索了四种线性回归模型(即剂量或舌下吸收比例的未转换或对数转换)来描述美沙酮的舌下吸收。使用未用于模型开发的已发表临床试验数据进行验证。如果预测与观察(P/O)曲线下面积(AUC)、峰浓度(C)和达峰时间(T)之间比值的几何均数落在 1.25 倍预测误差范围内,则认为 PBPK 模型的预测性能是充分的。通过对数转换剂量,最佳描述了舌下美沙酮吸收的回归模型。通过整合这种非线性吸收曲线,PBPK 模型充分预测了 2-32mg 剂量范围内舌下片剂和溶液给药后的美沙酮药代动力学(PK),AUC 和 C 的几何均数(95%置信区间)P/O 比值分别为 0.99(0.86-1.12)和 1.24(1.09-1.40),T 的中位数(5 至 95 百分位)为 1.11(0.69-1.57)。开发了一个验证的 PBPK 模型,该模型能够充分预测舌下给药后美沙酮剂量和剂型依赖性 PK。意义陈述:本研究中开发的基于生理学的药代动力学(PBPK)模型是第一个能够充分预测剂量和剂型依赖性舌下美沙酮药代动力学的模型。通过纳入新的非线性吸收模型,实现了准确预测。所开发的模型将作为母体-胎儿 PBPK 模型的基础,以预测母体和胎儿美沙酮暴露情况,从而优化新生儿阿片类药物戒断综合征的美沙酮治疗。