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Software for dosage individualization of voriconazole for immunocompromised patients

机译:伏立康唑用于免疫功能低下患者的剂量个体化软件

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The efficacy of voriconazole is potentially compromised by considerable pharmacokinetic variability. There are increasing insights into voriconazole concentrations that are safe and effective for treatment of invasive fungal infections. Therapeutic drug monitoring is increasingly advocated. Software to aid in the individualization of dosing would be an extremely useful clinical tool. We developed software to enable the individualization of voriconazole dosing to attain predefined serum concentration targets. The process of individualized voriconazole therapy was based on concepts of Bayesian stochastic adaptive control. Multiple-model dosage design with feedback control was used to calculate dosages that achieved desired concentration targets with maximum precision. The performance of the software program was assessed using the data from 10 recipients of an allogeneic hematopoietic stem cell transplant (HSCT) receiving intravenous (i.v.) voriconazole. The program was able to model the plasma concentrations with a high level of precision, despite the wide range of concentration trajectories and interindividual pharmacokinetic variability. The voriconazole concentrations predicted after the last dosages were largely concordant with those actually measured. Simulations provided an illustration of the way in which the software can be used to adjust dosages of patients falling outside desired concentration targets. This software appears to be an extremely useful tool to further optimize voriconazole therapy and aid in therapeutic drug monitoring. Further prospective studies are now required to define the utility of the controller in daily clinical practice.
机译:伏立康唑的药效可能会因药代动力学差异很大而受到影响。对伏立康唑浓度安全有效地治疗侵入性真菌感染的见解越来越多。越来越多地提倡治疗药物监测。有助于剂量个性化的软件将是极为有用的临床工具。我们开发了软件,以使伏立康唑剂量的个性化可以达到预定的血清浓度目标。伏立康唑的个体化治疗过程基于贝叶斯随机自适应控制的概念。具有反馈控制的多模型剂量设计用于计算以最大精度达到所需浓度目标的剂量。使用来自接受静脉内(i.v.)伏立康唑的同种异体造血干细胞移植(HSCT)的10位接受者的数据评估了软件程序的性能。尽管浓度范围和个体间的药代动力学差异很大,但该程序仍能够以较高的精确度对血浆浓度进行建模。最后一剂后预测的伏立康唑浓度与实际测量的浓度基本一致。模拟说明了该软件可用于调整超出所需浓度目标的患者剂量的方式。该软件似乎是进一步优化伏立康唑治疗并协助监测治疗药物的极为有用的工具。现在需要进一步的前瞻性研究来定义控制器在日常临床实践中的用途。

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