Competence Center Systems Biology and Computational Solutions, Bayer Technology Services GmbH, Leverkusen, Germany.
Mol Diagn Ther. 2012 Feb 1;16(1):43-53. doi: 10.2165/11597930-000000000-00000.
The analgesic effect of codeine depends on the formation of the opioid metabolites morphine and morphine-6-glucuronide. Different factors have been shown or suspected to affect the safety and efficacy of codeine treatment. The objective of the current study is to assess and quantify the impact of important pharmacokinetic factors, using a mechanistic modeling approach.
By means of a generic modeling approach integrating prior physiologic knowledge, we systematically investigated the complex dependence of opioid exposure on cytochrome P450 2D6 and 3A4 (CYP2D6 and CYP3A4), and uridine diphosphate glucuronosyltransferase 2B7 (UGT2B7) activity, as well as renal function, by means of a virtual clinical trial.
First, the known dominant role of CYP2D6 activity for morphine exposure was reproduced. Second, the model demonstrated that mild and moderate renal impairment and co-administration of CYP3A4 inhibitors have only minor influences on opioid exposure. Third, the model showed - in contrast to current opinion - that increased UGT2B7 activity is associated with a decrease in active opioid exposure.
Overall, the model-based analysis predicts a wide range of morphine levels after codeine administration and supports recent doubts about safe and efficacious use of codeine for analgesia in non-genotyped individuals.
可待因的镇痛效果取决于阿片类代谢物吗啡和吗啡-6-葡糖苷酸的形成。已有研究表明或怀疑有多种因素会影响可待因治疗的安全性和疗效。本研究旨在采用一种基于机制的建模方法评估和量化重要药代动力学因素的影响。
通过整合先前生理知识的通用建模方法,我们通过虚拟临床试验系统地研究了阿片类药物暴露对细胞色素 P450 2D6 和 3A4(CYP2D6 和 CYP3A4)以及尿苷二磷酸葡糖醛酸基转移酶 2B7(UGT2B7)活性的复杂依赖性。
首先,该模型再现了 CYP2D6 活性对吗啡暴露的主导作用。其次,该模型表明轻度和中度肾功能不全以及合用 CYP3A4 抑制剂对阿片类药物暴露的影响较小。第三,与目前的观点相反,该模型表明 UGT2B7 活性增加与活性阿片类药物暴露减少相关。
总体而言,基于模型的分析预测了可待因给药后吗啡水平的广泛范围,并支持了最近对非基因分型个体使用可待因镇痛的安全性和有效性的怀疑。