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利用药代动力学和药效学建模与模拟来评估拓扑替康治疗小儿神经母细胞瘤时给药方案的重要性。

Using pharmacokinetic and pharmacodynamic modeling and simulation to evaluate importance of schedule in topotecan therapy for pediatric neuroblastoma.

作者信息

Panetta John C, Schaiquevich Paula, Santana Victor M, Stewart Clinton F

机构信息

Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105-2794, USA.

出版信息

Clin Cancer Res. 2008 Jan 1;14(1):318-25. doi: 10.1158/1078-0432.CCR-07-1243.

Abstract

PURPOSE

The study aims to use mathematical modeling and simulation to assess the relative contribution of topotecan systemic exposure and scheduling in the activity and myelosuppression of topotecan in pediatric patients with neuroblastoma.

EXPERIMENTAL DESIGN

Pharmacokinetic and pharmacodynamic data were obtained from a phase II study for pediatric patients with high-risk neuroblastoma. The topotecan dosage was individualized to attain a topotecan lactone area under the plasma concentration-time curve between 80 and 120 ng/mL h and given over a protracted schedule (i.e., 10 days). Four mathematical models describing topotecan pharmacokinetics, tumor growth, and neutrophil and platelet dynamics were developed. The models were combined to simulate and compare different topotecan treatment strategies with respect to systemic exposure and schedule.

RESULTS

The median change in tumor volume was significantly different between schedules (5% increase for D x 5 versus 60% decrease for D x 5 x 2; P < 0.0001) when administering the same total systemic exposure. Whereas protracted schedules showed increased neutropenia (median of 7 versus 12 days below an absolute neutrophil count of 500/microL; P < 0.0001) and thrombocytopenia (median of 3 versus 10 days below a platelet count of 20,000/microL; P < 0.00001), simulations showed that delays in topotecan therapy would not be required. Simulations showed that an increase in topotecan exposure on the D x 5 schedule by 2.4-fold resulted in a modest decrease in tumor volume (i.e., median percentage change tumor volume of 24% versus 3%).

CONCLUSIONS

The present mathematical model gave an innovative approach to determining relevant topotecan schedules for possible evaluation in the clinic, which could lead to improved tumor response with minimized toxicities.

摘要

目的

本研究旨在运用数学建模与模拟,评估拓扑替康全身暴露量及给药方案对神经母细胞瘤患儿中拓扑替康活性和骨髓抑制的相对贡献。

实验设计

药代动力学和药效学数据取自一项针对高危神经母细胞瘤患儿的II期研究。拓扑替康剂量个体化,以使血浆浓度-时间曲线下拓扑替康内酯面积达到80至120 ng/mL·h,并采用延长给药方案(即10天)。建立了四个描述拓扑替康药代动力学、肿瘤生长以及中性粒细胞和血小板动力学的数学模型。将这些模型结合起来,以模拟和比较不同拓扑替康治疗策略在全身暴露量和给药方案方面的差异。

结果

在给予相同总全身暴露量时,不同给药方案之间肿瘤体积的中位数变化显著不同(D×5方案时增加5%,而D×5×2方案时减少60%;P<0.0001)。虽然延长给药方案显示中性粒细胞减少增加(绝对中性粒细胞计数低于500/μL时,中位数分别为7天和12天;P<0.0001)以及血小板减少增加(血小板计数低于20,000/μL时,中位数分别为3天和10天;P<0.00001),但模拟结果表明无需延迟拓扑替康治疗。模拟结果显示,D×5给药方案中拓扑替康暴露量增加2.4倍会导致肿瘤体积适度减小(即肿瘤体积中位数变化百分比为24%对3%)。

结论

当前的数学模型为确定相关拓扑替康给药方案以供临床可能的评估提供了一种创新方法,这可能会在毒性最小化的情况下改善肿瘤反应。

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