Suppr超能文献

清除率预测方法学需要根本改进:大鼠和人肝细胞/微粒体中常见的趋势及其对实验方法学的影响。

Clearance Prediction Methodology Needs Fundamental Improvement: Trends Common to Rat and Human Hepatocytes/Microsomes and Implications for Experimental Methodology.

机构信息

Centre for Applied Pharmacokinetic Research, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, United Kingdom.

Centre for Applied Pharmacokinetic Research, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, United Kingdom

出版信息

Drug Metab Dispos. 2017 Nov;45(11):1178-1188. doi: 10.1124/dmd.117.077040. Epub 2017 Sep 8.

Abstract

Although prediction of clearance using hepatocytes and liver microsomes has long played a decisive role in drug discovery, it is widely acknowledged that reliably accurate prediction is not yet achievable despite the predominance of hepatically cleared drugs. Physiologically mechanistic methodology tends to underpredict clearance by several fold, and empirical correction of this bias is confounded by imprecision across drugs. Understanding the causes of prediction uncertainty has been slow, possibly reflecting poor resolution of variables associated with donor source and experimental methods, particularly for the human situation. It has been reported that among published human hepatocyte predictions there was a tendency for underprediction to increase with increasing in vivo intrinsic clearance, suggesting an inherent limitation using this particular system. This implied an artifactual rate limitation in vitro, although preparative effects on cell stability and performance were not yet resolved from assay design limitations. Here, to resolve these issues further, we present an up-to-date and comprehensive examination of predictions from published rat as well as human studies (where = 128 and 101 hepatocytes and = 71 and 83 microsomes, respectively) to assess system performance more independently. We report a clear trend of increasing underprediction with increasing in vivo intrinsic clearance, which is similar both between species and between in vitro systems. Hence, prior concerns arising specifically from human in vitro systems may be unfounded and the focus of investigation in the future should be to minimize the potential in vitro assay limitations common to whole cells and subcellular fractions.

摘要

尽管使用肝细胞和肝微粒体预测清除率在药物发现中一直起着决定性作用,但广泛认为,尽管清除率高的药物占主导地位,但仍无法可靠准确地预测。生理机制方法往往会将清除率预测低几个数量级,并且这种偏差的经验校正受到药物之间的不准确性的干扰。对预测不确定性原因的理解进展缓慢,这可能反映了与供体来源和实验方法相关的变量分辨率较差,特别是在人类情况下。据报道,在已发表的人类肝细胞预测中,随着体内固有清除率的增加,预测值趋于低估,这表明使用该特定系统存在固有局限性。这暗示了体外存在人为的限速作用,尽管细胞稳定性和性能的制备效应尚未从测定设计限制中得到解决。在这里,为了进一步解决这些问题,我们对已发表的大鼠和人类研究中的预测进行了全面的最新检查(其中 = 128 和 101 个肝细胞和 = 71 和 83 个微粒体),以更独立地评估系统性能。我们报告了一个明显的趋势,即随着体内固有清除率的增加,预测值的低估程度也随之增加,这种趋势在种间和体外系统之间都是相似的。因此,先前专门从人类体外系统中产生的担忧可能是没有根据的,未来的研究重点应该是最小化全细胞和亚细胞部分共同存在的潜在体外测定限制。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验