Metabolism and Pharmacokinetics, Bristol-Myers Squibb, Wallingford, Connecticut, USA.
Drug Metab Dispos. 2012 Aug;40(8):1641-8. doi: 10.1124/dmd.111.042382. Epub 2012 May 15.
The pivotal role of organic anion-transporting polypeptide 1B1 (OATP1B1) in drug disposition has become clear over the last decade. Therefore, an OATP1B1 inhibition assay suitable for use within early drug discovery was developed and characterized. IC(50) estimates for 10 literature compounds using pitavastatin and estradiol-17β-glucuronide as substrates were within 2-fold of each other. In addition, the IC(50) estimates using pitavastatin uptake agreed well with literature values (r(2) = 0.92, average fold error = 1.3). However, when estrone-3-sulfate was used, OATP1B1 inhibition was underpredicted by as much as 10-fold. A comparison of uptake in human hepatocytes and OATP1B1 inhibition showed a significant correlation (r(2) = 0.53, P < 0.001) for more than 40 compounds. These data suggest that, for discrete chemical series, OATP1B1 inhibition data may be used as a surrogate for more costly and time-consuming uptake studies in hepatocytes. OATP1B1 inhibition data, determined for over 260 compounds representing both internal AstraZeneca and literature chemistry, were also used to generate a continuous in silico model. The robustness of the model was demonstrated by accurately predicting OATP1B1 inhibition for external test sets using 50 AstraZeneca compounds (root mean square error = 0.45) and 12 literature drugs (RMSE = 0.32). The most important molecular descriptors for the prediction of OATP1B1 inhibition were maximal hydrogen bonding strength followed by cLogP. This study has shown that a well validated OATP1B1 inhibition assay in conjunction with an in silico approaches has the potential to influence significantly the design-make-test cycle and subsequently reduce the propensity of OATP1B1 ligands.
在过去的十年中,有机阴离子转运多肽 1B1(OATP1B1)在药物处置中的关键作用已经变得清晰。因此,开发并表征了一种适合早期药物发现的 OATP1B1 抑制测定法。使用匹伐他汀和雌二醇-17β-葡糖苷酸作为底物的 10 种文献化合物的 IC 50 估计值彼此相差 2 倍以内。此外,使用匹伐他汀摄取的 IC 50 估计值与文献值吻合良好(r 2 = 0.92,平均折叠误差= 1.3)。但是,当使用雌酮-3-硫酸盐时,OATP1B1 抑制作用的预测值低了 10 倍。人肝细胞摄取和 OATP1B1 抑制的比较表明,对于 40 多种化合物,存在显著相关性(r 2 = 0.53,P <0.001)。这些数据表明,对于离散的化学系列,OATP1B1 抑制数据可用于替代更昂贵和耗时的肝细胞摄取研究。还使用超过 260 种化合物(代表阿斯利康内部和文献化学物质)的 OATP1B1 抑制数据来生成连续的计算模型。该模型的稳健性通过使用 50 种阿斯利康化合物(均方根误差= 0.45)和 12 种文献药物(RMSE = 0.32)准确预测外部测试集的 OATP1B1 抑制作用得到了证明。用于预测 OATP1B1 抑制作用的最重要分子描述符是最大氢键强度,其次是 cLogP。这项研究表明,经过良好验证的 OATP1B1 抑制测定法与计算方法相结合,有可能显著影响设计-制造-测试周期,并随后降低 OATP1B1 配体的倾向性。