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连接药代动力学和药效学:基于生理药代动力学/药效学(PBPK/PD)模型的去铁胺给药方法在依赖输血的地中海贫血中的应用

Bridging Pharmacokinetics and Pharmacodynamics: A PBPK/PD Model-Based Approach for Deferasirox Dosing in Transfusion-Dependent Thalassemia.

作者信息

Sakares Watchara, Udomnilobol Udomsak, Pan Xian, Yampayon Kittika, Ekwattanakit Supachai, Viprakasit Vip, Limwongse Chanin, Srichairatanakool Somdet, Teerawonganan Polsak, Kunsa-Ngiem Sumate, Khaowroongrueng Vipada, Techatanawat Isariya, Prueksaritanont Thomayant, Yodsurang Varalee

机构信息

Department of Pharmacology and Physiology, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand.

Chulalongkorn University Drug Discovery and Drug Development Research Center (Chula4DR), Chulalongkorn University, Bangkok, Thailand.

出版信息

Clin Transl Sci. 2025 Sep;18(9):e70355. doi: 10.1111/cts.70355.

Abstract

Patients with transfusion-dependent thalassemia (TDT) require lifelong blood transfusions, resulting in excessive iron accumulation and necessitating effective chelation therapy. Deferasirox (DFX) is the primary oral iron chelator for managing iron overload; however, the response to this treatment varies substantially within different individuals, potentially because of differences in its pharmacokinetics (PK) and pharmacodynamics (PD). This study aimed to develop a physiologically based pharmacokinetic-pharmacodynamic (PBPK/PD) DFX model, integrating hepatic- and transfusion-derived iron burdens to assess their impact on DFX PK and optimize dosing. The model was developed using clinical PK data from Caucasian and Thai populations, comprising healthy individuals and patients with TDT. TDT-specific physiological parameters were incorporated into the TDT model. The verified model was applied to predict the targeted DFX dose required to achieve a 25% reduction in the liver iron concentration (LIC) from baseline after 6 months of treatment based on the baseline LIC and blood transfusion regimen. The model demonstrated high predictive accuracy across populations, identifying the effects of iron levels on DFX clearance. Simulations revealed that patients with higher baseline LIC were more likely to achieve the targeted reduction, whereas those with lower LIC required higher doses because of slower iron mobilization. A reduced blood transfusion regimen was associated with improved therapeutic outcomes at the same DFX dose. The PBPK/PD model proposed targeted DFX doses to achieve a 25% reduction based on baseline LIC levels and transfusion regimen, emphasizing the requirement for individualized dosing strategies based on iron burden and blood transfusion patterns to maximize clinical outcomes.

摘要

依赖输血的地中海贫血(TDT)患者需要终身输血,这会导致铁过量积累,因此需要有效的螯合疗法。地拉罗司(DFX)是治疗铁过载的主要口服铁螯合剂;然而,不同个体对这种治疗的反应差异很大,这可能是由于其药代动力学(PK)和药效学(PD)存在差异。本研究旨在建立一个基于生理学的药代动力学-药效学(PBPK/PD)DFX模型,整合肝脏来源和输血来源的铁负荷,以评估它们对DFX药代动力学的影响并优化给药剂量。该模型是利用来自白种人和泰国人群(包括健康个体和TDT患者)的临床药代动力学数据建立的。将TDT特异性生理参数纳入TDT模型。经过验证的模型被用于根据基线肝脏铁浓度(LIC)和输血方案预测治疗6个月后肝脏铁浓度从基线降低25%所需的目标DFX剂量。该模型在不同人群中均显示出较高的预测准确性,可以确定铁水平对DFX清除率的影响。模拟结果显示,基线LIC较高的患者更有可能实现目标降低,而LIC较低的患者由于铁动员较慢则需要更高的剂量。在相同的DFX剂量下,减少输血方案与改善治疗效果相关。PBPK/PD模型根据基线LIC水平和输血方案提出了实现降低25%的目标DFX剂量,强调需要根据铁负荷和输血模式制定个体化给药策略,以实现最佳临床效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e705/12445128/c08f3c95f243/CTS-18-e70355-g001.jpg

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