Department of Biological Sciences, Boehringer Ingelheim (Canada) Ltd., Laval, Quebec, Canada.
Antimicrob Agents Chemother. 2012 Oct;56(10):5381-6. doi: 10.1128/AAC.01028-12. Epub 2012 Aug 6.
Pharmacokinetic-pharmacodynamic (PK-PD) data analyses from early hepatitis C virus (HCV) clinical trials failed to show a good correlation between the plasma inhibitory quotient (IQ) and antiviral activity of different classes of directly acting antiviral agents (DAAs). The present study explored whether use of the liver partition coefficient-corrected IQ (LCIQ) could improve the PK-PD relationship. Animal liver partition coefficients (Kp(liver)) were calculated from liver to plasma exposure ratios. In vitro hepatocyte partition coefficients (Kp(hep)) were determined by the ratio of cellular to medium drug concentrations. Human Kp(liver) was predicted using an in vitro-in vivo proportionality method: the species-averaged animal Kp(liver) multiplied by the ratio of human Kp(hep) over those in animals. LCIQ was calculated using the IQ multiplied by the predicted human Kp(liver). Our results demonstrated that the in vitro-in vivo proportionality approach provided the best human Kp(liver) prediction, with prediction errors of <45% for all 5 benchmark drugs evaluated (doxorubicin, verapamil, digoxin, quinidine, and imipramine). Plasma IQ values correlated poorly (r(2) of 0.48) with maximum viral load reduction and led to a corresponding 50% effective dose (ED(50)) IQ of 42, with a 95% confidence interval (CI) of 0.1 to 148534. In contrast, the LCIQ-maximum VLR relationship fit into a typical sigmoidal curve with an r(2) value of 0.95 and an ED(50) LCIQ of 121, with a 95% CI of 83 to 177. The present study provides a novel human Kp(liver) prediction model, and the LCIQ correlated well with the viral load reductions observed in short-term HCV monotherapy of different DAAs and provides a valuable tool to guide HCV drug discovery.
药代动力学-药效动力学(PK-PD)数据分析显示,早期丙型肝炎病毒(HCV)临床试验中,血浆抑制指数(IQ)与直接作用抗病毒药物(DAA)不同类别的抗病毒活性之间没有很好的相关性。本研究探讨了校正肝分配系数的 IQ(LCIQ)的使用是否可以改善 PK-PD 关系。动物肝脏分配系数(Kp(liver))是从肝血浆暴露比计算得出的。体外肝细胞分配系数(Kp(hep))是通过细胞与介质药物浓度比确定的。人类 Kp(liver)是通过体外-体内比例法预测的:将种间平均动物 Kp(liver)乘以人类 Kp(hep)与动物的比值。LCIQ 是通过 IQ 乘以预测的人类 Kp(liver)计算得出的。我们的结果表明,体外-体内比例法提供了最佳的人类 Kp(liver)预测,所有 5 种基准药物(阿霉素、维拉帕米、地高辛、奎尼丁和丙咪嗪)的预测误差均<45%。血浆 IQ 值与最大病毒载量降低相关性差(r(2)为 0.48),导致相应的 50%有效剂量(ED(50))IQ 为 42,95%置信区间(CI)为 0.1 至 148534。相比之下,LCIQ-最大 VLR 关系拟合到典型的 S 形曲线,r(2)值为 0.95,ED(50)LCIQ 为 121,95%CI 为 83 至 177。本研究提供了一种新的人类 Kp(liver)预测模型,LCIQ 与不同 DAA 短期 HCV 单药治疗观察到的病毒载量降低相关性良好,为 HCV 药物发现提供了有价值的工具。