Clinical Pharmacology & Pharmacometrics, Bristol Myers Squibb, Lawrenceville, NJ 08540, USA.
Int J Mol Sci. 2023 Nov 12;24(22):16224. doi: 10.3390/ijms242216224.
A permeability-limited physiologically based pharmacokinetic (PBPK) model featuring four subcompartments (corresponding to the intracellular and extracellular water of the tissue, the residual plasma, and blood cells) for each tissue has been developed in MATLAB/SimBiology and applied to various what-if scenario simulations. This model allowed us to explore the complex interplay of passive permeability, metabolism in tissue or residual blood, active uptake or efflux transporters, and different dosing routes (intravenous (IV) or oral (PO)) in determining the dynamics of the tissue/plasma partition coefficient (Kp) and volume of distribution (Vd) within a realistic pseudo-steady state. Based on the modeling exercise, the permeability, metabolism, and transporters demonstrated significant effects on the dynamics of the Kp and Vd for IV bolus administration and PO fast absorption, but these effects were not as pronounced for IV infusion or PO slow absorption. Especially for low-permeability compounds, uptake transporters were found to increase both the Kp and Vd at the pseudo-steady state (Vdss), while efflux transporters had the opposite effect of decreasing the Kp and Vdss. For IV bolus administration and PO fast absorption, increasing tissue metabolism was predicted to elevate the Kp and Vdss, which contrasted with the traditional derivation from the steady-state perfusion-limited PBPK model. Moreover, metabolism in the residual blood had more impact on the Kp and Vdss compared to metabolism in tissue. Due to its ability to offer a more realistic description of tissue dynamics, the permeability-limited PBPK model is expected to gain broader acceptance in describing clinical PK and observed Kp and Vdss, even for certain small molecules like cyclosporine, which are currently treated as perfusion-limited in commercial PBPK platforms.
已经在 MATLAB/SimBiology 中开发了一种具有四个亚隔室(对应于组织的细胞内和细胞外水、残留血浆和血细胞)的渗透性限制生理基于药代动力学(PBPK)模型,并将其应用于各种假设情景模拟。该模型使我们能够探索被动通透性、组织或残留血液中的代谢、主动摄取或外排转运体以及不同给药途径(静脉(IV)或口服(PO))在确定组织/血浆分配系数(Kp)和体积分布(Vd)在真实的拟稳态动力学中的复杂相互作用。基于建模练习,通透性、代谢和转运体对 IV 推注给药和 PO 快速吸收时 Kp 和 Vd 的动力学有显著影响,但对 IV 输注或 PO 缓慢吸收的影响不那么明显。特别是对于低渗透性化合物,摄取转运体被发现可在拟稳态(Vdss)时增加 Kp 和 Vd,而外排转运体则降低 Kp 和 Vdss。对于 IV 推注给药和 PO 快速吸收,增加组织代谢被预测会提高 Kp 和 Vdss,这与稳态灌注限制 PBPK 模型的传统推导形成对比。此外,与组织中的代谢相比,残留血液中的代谢对 Kp 和 Vdss 的影响更大。由于其能够更真实地描述组织动力学,因此渗透性限制的 PBPK 模型有望在描述临床 PK 和观察到的 Kp 和 Vdss 方面得到更广泛的接受,即使对于某些小分子药物,如环孢素,目前在商业 PBPK 平台中被视为灌注限制。