Model-Informed Dose Optimization of Pazopanib in Real-World Patients with Cancer.

IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY
Clinical Pharmacokinetics Pub Date : 2025-05-01 Epub Date: 2025-04-22 DOI:10.1007/s40262-025-01504-5
Zhiyuan Tan, Swantje Völler, Anyue Yin, Amy Rieborn, Hans Gelderblom, Tom van der Hulle, Catherijne A J Knibbe, Dirk Jan A R Moes
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引用次数: 0

Abstract

Background and objectives: Pazopanib is approved for metastatic renal cell carcinoma (mRCC) and soft tissue sarcoma (STS) in a dose of 800 mg once daily (QD) taken under fasted conditions. In clinical practice, approximately 60% of patients require dose reductions due to toxicity, with severe liver toxicity necessitating treatment interruptions in over 10% of cases. While a trough concentration (Cmin,ss) target of ≥ 20.5 mg/L has been established for mRCC efficacy, no specific threshold exists for liver toxicity. The objectives of this study were to develop a population pharmacokinetic (POPPK), an exposure-liver toxicity, and an exposure-tumor size dynamics model to optimize pazopanib initial dose in real-world patients.

Methods: In total, 135 patients were included and treated with a median starting dose of 800 mg (interquartile range, IQR: 600-800 mg) QD pazopanib fasted with a median follow-up of 120 (IQR 63-372) days. A population pharmacokinetic model was developed using 460 concentration measurements from 135 patients. Exposure-liver toxicity was evaluated using time-to-event modeling, and exposure-tumor size dynamics was evaluated using tumor growth modelling.

Results: The liver toxicity model, with 27 cases of grade ≥ 2 liver toxicity out of 135 patients (20%), identified a Cmin,ss threshold of > 34 mg/L associated with a 3.35-fold increased toxicity risk (P < 0.01). Model simulations showed that an initial dose of 600 mg QD significantly reduced liver toxicity risk (P < 0.001) while maintaining Cmin,ss ≥ 20.5 mg/L for 76% of the simulated individuals. Tumor size dynamics were analyzed using baseline and posttreatment tumor size measurements from 111 patients. The introduction of primary resistance by using a mixture model improved the model fit significantly. Tumor growth and decay rates differed between mRCC and STS but showed no pazopanib exposure dependency across the studied range, suggesting maximal tumor inhibition at current exposure levels.

Conclusions: These findings suggest that an initial pazopanib dose of 600 mg fasted, followed by model-informed precision dosing to maintain Cmin,ss between 20 and 34 mg/L, may improve efficacy-toxicity balance and mitigate treatment interruptions.

帕唑帕尼在现实世界癌症患者中的剂量优化
背景和目的:帕唑帕尼(Pazopanib)被批准用于转移性肾细胞癌(mRCC)和软组织肉瘤(STS),剂量为800mg,每日一次,禁食条件下服用。在临床实践中,大约60%的患者由于毒性需要减少剂量,在超过10%的病例中,严重的肝毒性需要中断治疗。虽然mRCC疗效的谷浓度(Cmin,ss)目标为≥20.5 mg/L,但肝毒性没有特定的阈值。本研究的目的是建立人群药代动力学(POPPK)、暴露-肝毒性和暴露-肿瘤大小动力学模型,以优化帕唑帕尼在现实世界患者中的初始剂量。方法:共纳入135例患者,中位起始剂量为800 mg(四分位间距,IQR: 600-800 mg) QD,帕唑帕尼禁食,中位随访时间为120 (IQR: 63-372)天。通过对135名患者进行460次浓度测量,建立了群体药代动力学模型。使用时间-事件模型评估暴露-肝毒性,使用肿瘤生长模型评估暴露-肿瘤大小动态。结果:135例患者中肝毒性≥2级27例(20%),Cmin,ss阈值> 34 mg/L与毒性风险增加3.35倍(P < 0.01)。模型模拟显示,初始剂量为600 mg QD可显著降低肝毒性风险(P < 0.001),同时76%的模拟个体保持Cmin,ss≥20.5 mg/L。使用基线和治疗后肿瘤大小测量对111例患者的肿瘤大小动态进行分析。采用混合模型引入初级电阻显著改善了模型拟合。mRCC和STS的肿瘤生长和衰减率不同,但在研究范围内没有显示帕唑帕尼暴露依赖性,表明在当前暴露水平下肿瘤抑制最大。结论:这些发现表明,pazopanib的初始剂量为600 mg禁食,随后根据模型精确给药以维持Cmin,ss在20至34 mg/L之间,可能改善药效-毒性平衡并减轻治疗中断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.80
自引率
4.40%
发文量
86
审稿时长
6-12 weeks
期刊介绍: Clinical Pharmacokinetics promotes the continuing development of clinical pharmacokinetics and pharmacodynamics for the improvement of drug therapy, and for furthering postgraduate education in clinical pharmacology and therapeutics. Pharmacokinetics, the study of drug disposition in the body, is an integral part of drug development and rational use. Knowledge and application of pharmacokinetic principles leads to accelerated drug development, cost effective drug use and a reduced frequency of adverse effects and drug interactions.
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