桥接药代动力学和药效学:一种基于PBPK/PD模型的去铁素在输血依赖性地中海贫血中给药的方法。

IF 2.8 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL
Watchara Sakares, Udomsak Udomnilobol, Xian Pan, Kittika Yampayon, Supachai Ekwattanakit, Vip Viprakasit, Chanin Limwongse, Somdet Srichairatanakool, Polsak Teerawonganan, Sumate Kunsa-ngiem, Vipada Khaowroongrueng, Isariya Techatanawat, Thomayant Prueksaritanont, Varalee Yodsurang
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引用次数: 0

摘要

输血依赖型地中海贫血(TDT)患者需要终生输血,导致铁积累过多,需要有效的螯合治疗。去铁宁(DFX)是治疗铁超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,可能是因为其药代动力学(PK)和药效学(PD)的差异。本研究旨在建立一个基于生理的药代动力学-药效学(PBPK/PD) DFX模型,整合肝脏和输血来源的铁负荷,评估它们对DFX PK的影响并优化剂量。该模型是根据白种人和泰国人群的临床PK数据开发的,包括健康个体和TDT患者。将TDT特异性生理参数纳入TDT模型。经验证的模型用于预测治疗6个月后肝铁浓度(LIC)较基线降低25%所需的靶向DFX剂量,基于基线LIC和输血方案。该模型在人群中显示出很高的预测准确性,确定了铁水平对DFX清除的影响。模拟显示,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而需要更高的剂量。在相同DFX剂量下,减少输血方案与改善治疗结果相关。PBPK/PD模型建议在基线LIC水平和输血方案的基础上靶向DFX剂量,以实现25%的减少,强调需要根据铁负担和输血模式制定个性化的给药策略,以最大化临床结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

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

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

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

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.

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来源期刊
Cts-Clinical and Translational Science
Cts-Clinical and Translational Science 医学-医学:研究与实验
CiteScore
6.70
自引率
2.60%
发文量
234
审稿时长
6-12 weeks
期刊介绍: Clinical and Translational Science (CTS), an official journal of the American Society for Clinical Pharmacology and Therapeutics, highlights original translational medicine research that helps bridge laboratory discoveries with the diagnosis and treatment of human disease. Translational medicine is a multi-faceted discipline with a focus on translational therapeutics. In a broad sense, translational medicine bridges across the discovery, development, regulation, and utilization spectrum. Research may appear as Full Articles, Brief Reports, Commentaries, Phase Forwards (clinical trials), Reviews, or Tutorials. CTS also includes invited didactic content that covers the connections between clinical pharmacology and translational medicine. Best-in-class methodologies and best practices are also welcomed as Tutorials. These additional features provide context for research articles and facilitate understanding for a wide array of individuals interested in clinical and translational science. CTS welcomes high quality, scientifically sound, original manuscripts focused on clinical pharmacology and translational science, including animal, in vitro, in silico, and clinical studies supporting the breadth of drug discovery, development, regulation and clinical use of both traditional drugs and innovative modalities.
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