Karkhanis Aneesh V, Harwood Matthew D, Stader Felix, Bois Frederic Y, Neuhoff Sibylle
Certara UK Limited, Certara Predictive Technologies, Level 2-Acero, 1 Concourse Way, Sheffield S1 2BJ, UK.
Pharmaceutics. 2024 Sep 30;16(10):1284. doi: 10.3390/pharmaceutics16101284.
Plasma levels of 4β-hydroxycholesterol (4β-OHC), a CYP3A-specific metabolite of cholesterol, are elevated after administration of CYP3A inducers like rifampicin and carbamazepine. To simulate such plasma 4β-OHC increase, we developed a physiologically based pharmacokinetic (PBPK) model of cholesterol and 4β-OHC in the Simcyp PBPK Simulator (Version 23, Certara UK Ltd.) using a middle-out approach. Relevant physicochemical properties and metabolic pathway data for CYP3A and CYP27A1 was incorporated in the model. The PBPK model recovered the observed baseline plasma 4β-OHC levels in Caucasian, Japanese, and Korean populations. The model also captured the higher baseline 4β-OHC levels in females compared to males, indicative of sex-specific differences in CYP3A abundance. More importantly, the model recapitulated the increased 4β-OHC plasma levels after multiple-dose rifampicin treatment in six independent studies, indicative of hepatic CYP3A induction. The verified model also captured the altered 4β-OHC levels in CYP3A4/5 polymorphic populations and with other CYP3A inducers. The model is limited by scant data on relative contributions of CYP3A and CYP27A1 pathways and does not account for regulatory mechanisms that control plasma cholesterol and 4β-OHC levels. This study provides a quantitative fit-for-purpose and framed-for-future modelling framework for an endogenous biomarker to evaluate the DDI risk with hepatic CYP3A induction.
胆固醇的CYP3A特异性代谢产物4β-羟基胆固醇(4β-OHC)的血浆水平,在给予利福平、卡马西平等CYP3A诱导剂后会升高。为了模拟这种血浆4β-OHC的增加,我们在Simcyp PBPK模拟器(第23版,英国Certara有限公司)中采用由中至外的方法,开发了一个胆固醇和4β-OHC的基于生理的药代动力学(PBPK)模型。该模型纳入了CYP3A和CYP27A1的相关理化性质及代谢途径数据。该PBPK模型重现了高加索人、日本人和韩国人群中观察到的4β-OHC血浆基线水平。该模型还捕捉到女性的4β-OHC基线水平高于男性,这表明CYP3A丰度存在性别差异。更重要的是,在六项独立研究中,该模型概括了多剂量利福平治疗后4β-OHC血浆水平的升高,这表明肝脏CYP3A被诱导。经过验证的模型还捕捉到了CYP3A4/5多态性人群以及使用其他CYP3A诱导剂时4β-OHC水平的变化。该模型受到CYP3A和CYP27A1途径相对贡献数据不足的限制,并且没有考虑控制血浆胆固醇和4β-OHC水平的调节机制。本研究为一种内源性生物标志物提供了一个定量的、适用且面向未来的建模框架,以评估肝脏CYP3A诱导引起的药物相互作用风险。