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定量系统药理学模型描述了活体生物治疗产品的细胞动力学-药效动力学关系,以支持微生物组药物开发。

A Quantitative Systems Pharmacology Model Describing the Cellular Kinetic-Pharmacodynamic Relationship for a Live Biotherapeutic Product to Support Microbiome Drug Development.

机构信息

Applied BioMath LLC, Concord, Massachusetts, USA.

Takeda Development Center Americas, Inc., Cambridge, Massachusetts, USA.

出版信息

Clin Pharmacol Ther. 2023 Sep;114(3):633-643. doi: 10.1002/cpt.2952. Epub 2023 Jun 2.

Abstract

Live biotherapeutic products (LBPs) are human microbiome therapies showing promise in the clinic for a range of diseases and conditions. Describing the kinetics and behavior of LBPs poses a unique modeling challenge because, unlike traditional therapies, LBPs can expand, contract, and colonize the host digestive tract. Here, we present a novel cellular kinetic-pharmacodynamic quantitative systems pharmacology model of an LBP. The model describes bacterial growth and competition, vancomycin effects, binding and unbinding to the epithelial surface, and production and clearance of butyrate as a therapeutic metabolite. The model is calibrated and validated to published data from healthy volunteers. Using the model, we simulate the impact of treatment dose, frequency, and duration as well as vancomycin pretreatment on butyrate production. This model enables model-informed drug development and can be used for future microbiome therapies to inform decision making around antibiotic pretreatment, dose selection, loading dose, and dosing duration.

摘要

活菌治疗药物(LBPs)是人类微生物组治疗药物,在临床上对一系列疾病和病症具有良好的治疗效果。描述 LBPs 的动力学和行为具有独特的建模挑战,因为与传统治疗药物不同,LBPs 可以在宿主消化道中扩张、收缩和定植。在这里,我们提出了一种新的活菌治疗药物的细胞动力学-药效定量系统药理学模型。该模型描述了细菌的生长和竞争、万古霉素的作用、与上皮表面的结合和释放,以及丁酸作为治疗代谢物的产生和清除。该模型经过校准和验证,与来自健康志愿者的已发表数据相符。使用该模型,我们模拟了治疗剂量、频率和持续时间以及万古霉素预处理对丁酸产生的影响。该模型可以支持基于模型的药物开发,并可用于未来的微生物组治疗药物,为抗生素预处理、剂量选择、负荷剂量和给药持续时间的决策提供信息。

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