Department of Clinical Pharmacy, School of Pharmacy, Fudan University, Shanghai, 201203, China.
Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China.
Drug Metab Pharmacokinet. 2021 Aug;39:100362. doi: 10.1016/j.dmpk.2020.10.001. Epub 2020 Oct 9.
Sorafenib was suggested to cause drug-drug interaction (DDI) with the common anticoagulant, warfarin based on published studies. The inhibition on CYP2C9 enzyme was thought to be the mechanism, but further studies are warranted. Thus, a mechanistic PBPK/PD model for warfarin enantiomers was developed to predict DDI potential with sorafenib, aiming at providing reference for the rational use of both drugs. PBPK models of warfarin enantiomers were constructed by Simcyp software. A mechanistic PK/PD model was built in NONMEM software. PBPK model of sorafenib was fitted via a top-down method. The final PBPK/PD model of warfarin enantiomers was verified and validated by different dosing regimens, ethnicities and genetic polymorphisms, and used to perform DDI simulations between warfarin racemate and sorafenib among general populations and sub-populations with various CYP2C9 and VKORC1 genotypes. Results suggested low DDI risk between warfarin and sorafenib for general populations. Potentially serious consequence was seen for those carrying both CYP2C9 ∗2 and ∗3 and VKORC1 A/A genotypes. This PBPK/PD modeling approach for warfarin enantiomers enabled DDI evaluation with sorafenib. Close monitoring and warfarin dosage adjustment were recommended for patients carrying mutant genotypes. The novel model could be applied to investigate other drugs that may interact with warfarin.
基于已发表的研究,索拉非尼被认为与常用抗凝剂华法林存在药物-药物相互作用(DDI)。这种相互作用的机制被认为是对 CYP2C9 酶的抑制,但需要进一步的研究。因此,建立了华法林对映异构体的基于机制的 PBPK/PD 模型,以预测与索拉非尼的 DDI 潜力,旨在为两种药物的合理使用提供参考。通过 Simcyp 软件构建了华法林对映异构体的 PBPK 模型。通过 NONMEM 软件建立了 PK/PD 机制模型。通过自上而下的方法拟合了索拉非尼的 PBPK 模型。通过不同的给药方案、种族和遗传多态性,对最终的华法林对映异构体 PBPK/PD 模型进行了验证和确认,并用于模拟一般人群和具有不同 CYP2C9 和 VKORC1 基因型的亚人群中,华法林外消旋体和索拉非尼之间的 DDI。结果表明,华法林和索拉非尼之间发生 DDI 的风险较低。对于同时携带 CYP2C9 ∗2 和 ∗3 以及 VKORC1 A/A 基因型的患者,可能会出现严重后果。这种对华法林对映异构体的 PBPK/PD 建模方法可用于评估与索拉非尼的 DDI。建议携带突变基因型的患者进行密切监测和华法林剂量调整。该新型模型可应用于研究其他可能与华法林相互作用的药物。