Vélez de Mendizábal Nieves, Strother Robert M, Farag Sherif S, Broxmeyer Hal E, Messina-Graham Steven, Chitnis Shripad D, Bies Robert R
Division of Clinical Pharmacology, Department of Medicine, Indiana University School of Medicine, 1001 W. 10th Street W7138, Indianapolis, IN, 46202, USA.
Indiana Clinical and Translational Sciences Institute (CTSI), Indianapolis, IN, USA.
Clin Pharmacokinet. 2014 Mar;53(3):247-259. doi: 10.1007/s40262-013-0109-y.
Dipeptidyl peptidase-4 (DPP4) inhibition is a potential strategy to increase the engraftment rate of haematopoietic stem/progenitor cells. A recent clinical trial using sitagliptin, a DPP4 inhibitor approved for type 2 diabetes mellitus, has been shown to be a promising approach in adults with haematological malignancies after umbilical cord blood (UCB) haematopoietic cell transplantation (HCT). On the basis of data from this clinical trial, a semi-mechanistic model was developed to simultaneously describe DPP4 activity after multiple doses of sitagliptin in subjects with haematological malignancies after a single-unit UCB HCT.
The clinical study included 24 patients who received myeloablative conditioning followed by oral sitagliptin with single-unit UCB HCT. Using a nonlinear mixed-effects approach, a semi-mechanistic pharmacokinetic-pharmacodynamic model was developed to describe DPP4 activity from these trial data, using NONMEM version 7.2 software. The model was used to drive Monte Carlo simulations to probe the various dosage schedules and the attendant DPP4 response.
The disposition of sitagliptin in plasma was best described by a two-compartment model. The relationship between sitagliptin concentrations and DPP4 activity was best described by an indirect response model with a negative feedback loop. Simulations showed that twice daily or three times daily dosage schedules were superior to a once daily schedule for maximal DPP4 inhibition at the lowest sitagliptin exposure.
This study provides the first pharmacokinetic-pharmacodynamic model of sitagliptin in the context of HCT, and provides a valuable tool for exploration of optimal dosing regimens, which are critical for improving the time to engraftment in patients after UCB HCT.
抑制二肽基肽酶-4(DPP4)是提高造血干/祖细胞植入率的一种潜在策略。一项使用西他列汀(一种已被批准用于2型糖尿病的DPP4抑制剂)的近期临床试验表明,对于接受脐带血(UCB)造血细胞移植(HCT)的血液系统恶性肿瘤成人患者,这是一种有前景的方法。基于该临床试验的数据,开发了一个半机制模型,以同时描述单单位UCB HCT后血液系统恶性肿瘤患者多次服用西他列汀后的DPP4活性。
该临床研究纳入了24例接受清髓性预处理后进行单单位UCB HCT并口服西他列汀的患者。使用非线性混合效应方法,采用NONMEM 7.2版软件,根据这些试验数据开发了一个半机制药代动力学-药效学模型,以描述DPP4活性。该模型用于驱动蒙特卡洛模拟,以探究各种给药方案及其伴随的DPP4反应。
西他列汀在血浆中的处置情况最好用二室模型来描述。西他列汀浓度与DPP4活性之间的关系最好用具有负反馈回路的间接反应模型来描述。模拟结果表明,对于在最低西他列汀暴露水平下实现最大程度的DPP4抑制,每日两次或三次给药方案优于每日一次给药方案。
本研究提供了首个在HCT背景下的西他列汀药代动力学-药效学模型,并为探索最佳给药方案提供了有价值工具,这对于缩短UCB HCT后患者的植入时间至关重要。