Zakaria Zaril, Badhan Raj
Ministry of Health Malaysia, Block E1, E3, E6, E7 & E10, Parcel E, Federal Government Administration Centre, Putrajaya 62590, Malaysia.
Applied Health Research Group, School of Life and Health Sciences, Aston University, Birmingham B4 7ET, UK.
Pharmaceutics. 2018 Jan 17;10(1):14. doi: 10.3390/pharmaceutics10010014.
Central nervous system drug discovery and development is hindered by the impermeable nature of the blood-brain barrier. Pharmacokinetic modeling can provide a novel approach to estimate CNS drug exposure; however, existing models do not predict temporal drug concentrations in distinct brain regions. A rat CNS physiologically based pharmacokinetic (PBPK) model was developed, incorporating brain compartments for the frontal cortex (FC), hippocampus (HC), "rest-of-brain" (ROB), and cerebrospinal fluid (CSF). Model predictions of FC and HC , and AUC were within 2-fold of that reported for carbamazepine and phenytoin. The inclusion of a 30% coefficient of variation on regional brain tissue volumes, to assess the uncertainty of regional brain compartments volumes on predicted concentrations, resulted in a minimal level of sensitivity of model predictions. This model was subsequently extended to predict human brain morphine concentrations, and predicted a ROB of 21.7 ± 6.41 ng/mL when compared to "better" (10.1 ng/mL) or "worse" (29.8 ng/mL) brain tissue regions with a FC of 62.12 ± 17.32 ng/mL and a HC of 182.2 ± 51.2 ng/mL. These results indicate that this simplified regional brain PBPK model is useful for forward prediction approaches in humans for estimating regional brain drug concentrations.
血脑屏障的不可渗透性阻碍了中枢神经系统药物的发现和开发。药代动力学建模可以提供一种估计中枢神经系统药物暴露的新方法;然而,现有的模型无法预测不同脑区的药物浓度随时间的变化。我们开发了一种基于大鼠中枢神经系统生理学的药代动力学(PBPK)模型,纳入了额叶皮质(FC)、海马体(HC)、“脑其余部分”(ROB)和脑脊液(CSF)的脑区室。FC和HC的模型预测值以及AUC在卡马西平和苯妥英报道值的2倍以内。在区域脑组织体积上纳入30%的变异系数,以评估区域脑室体积对预测浓度的不确定性,导致模型预测的敏感性处于最低水平。该模型随后被扩展以预测人脑吗啡浓度,与“较好”(10.1 ng/mL)或“较差”(29.8 ng/mL)的脑组织区域相比,预测的ROB为21.7±6.41 ng/mL,FC为62.12±17.32 ng/mL,HC为182.2±51.2 ng/mL。这些结果表明,这种简化的区域脑PBPK模型对于人类估计区域脑药物浓度的前瞻性预测方法是有用的。