Optimization of Busulfan Dosing Regimen in Pediatric Patients Using a Population Pharmacokinetic Model Incorporating GST Mutations

被引:8
|
作者
Yuan, Jinjie [1 ,2 ]
Sun, Ning [1 ]
Feng, Xinying [3 ]
He, Huan [1 ]
Mei, Dong [1 ]
Zhu, Guanghua [4 ]
Zhao, Libo [1 ]
机构
[1] Capital Med Univ, Beijing Childrens Hosp, Clin Res Ctr, 56 Nanlishi Rd, Beijing 100045, Peoples R China
[2] China Pharmaceut Univ, Sch Basic Med & Clin Pharm, Nanjing, Peoples R China
[3] Zhengzhou Univ, Luoyang Cent Hosp, Phase Clin Trials Ctr 1, Luoyang, Peoples R China
[4] Capital Med Univ, Beijing Childrens Hosp, Hematol Oncol Ctr, Beijing, Peoples R China
关键词
busulfan; individualized therapy; population pharmacokinetics; HSCT; GST mutations; STEM-CELL TRANSPLANTATION; DAILY INTRAVENOUS BUSULFAN; VERSUS-HOST-DISEASE; VENOOCCLUSIVE DISEASE; CONDITIONING REGIMEN; BU PHARMACOKINETICS; GENE POLYMORPHISMS; ADULT PATIENTS; CHILDREN; ASSOCIATION;
D O I
10.2147/PGPM.S289834
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Purpose: The aim of this study was to develop a novel busulfan dosing regimen, based on a population pharmacokinetic (PPK) model in Chinese children, and to achieve better area under the concentration-time curve (AUC) targeting. Patients and Methods: We collected busulfan concentration-time samples from 69 children who received intravenous busulfan prior to allogeneic hematopoietic stem cell transplantation (allo-HSCT). A population pharmacokinetic model for busulfan was developed by nonlinear mixed effect modelling and was validated by an external dataset (n=14). A novel busulfan dosing regimen was developed through simulated patients, and has been verified on real patients. Limited sampling strategy (LSS) was established by Bayesian forecasting. Mean absolute prediction error (MAPE) and relative root mean Squared error (rRNISE) were calculated to evaluate predictive accuracy. Results: A one-compartment model with first-order elimination best described the data. GSTA1 genotypes, body surface area (BSA) and aspartate aminotransferase (AST) were found to be significant covariates of Bu clearance, and BSA had significant impact of the volume of distribution. Moreover, two equations were obtained for recommended dose regimens: dose (mg)=34.14xBSA (m(2))+3.75 (for GSTA1 *A/*A), Dose (mg)=30.99xBSA (m(2))+3.21 (for GSTA1 *A/*B). We also presented a piecewise dosage based on BSA categories for each GSTA1 mutation. A two-point LSS, two hours and four hours after dosing, behaved well with acceptable prediction precision (rRMSE=1.026%, MAPE=6.55%). Conclusion: We recommend a GSTAl-BSA and BSA-based dosing (Q6 h) based on a PPK model for personalizing busulfan therapy in pediatric population. Additionally, an optimal LSS (C-2h and C-4h) provides convenience for therapeutic drug monitoring (TDM) in the future.
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页码:253 / 268
页数:16
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