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为何赛马行业和马术项目需要应用群体药代动力学:为了学习、解释、总结、协调和个体化。

Why the racing industry and equestrian disciplines need to implement population pharmacokinetics: To learn, explain, summarize, harmonize, and individualize.

作者信息

Toutain Pierre-Louis

机构信息

INTHERES, Université de Toulouse, INRAE, ENVT, Toulouse, France.

The Royal Veterinary College, University of London, London, UK.

出版信息

Drug Test Anal. 2025 Feb;17(2):250-258. doi: 10.1002/dta.3706. Epub 2024 Apr 29.

Abstract

Population pharmacokinetics (POP PK) is a powerful pharmacokinetic tool, which measures quantitatively, and explains the variability in drug exposure and drug effect between individuals. POP PK uses an observational (nonexperimental) approach; it is conducted in the target population living in its normal environment (e.g., farm and race-track). The strength of the POP PK approach lies in its greater relevance for the population studied in its different natural environments than experimental studies carried out in more or less biased laboratory conditions. In clinical settings, it is commonly necessary to restrict the number of samples per subject collected for analysis and the derived data cannot be analyzed using traditional individual data analytical methods; rather data are merged and analyzed with an appropriate statistical tool: the nonlinear mixed effect model (NLMEM). POP PK modeling is frequently used with the objective of adjusting drug dosage, and hence drug exposure, not only for the whole population but also for subgroups of animals (e.g., for a given breed, sex, and age). It can also have application at the individual subject level, in the context of precision medicine. For horses, the use of the POP PK/PD model will allow prescribers to estimate an individual Withdrawal Time for a given horse whose treatment they are supervising. Another potential field of application will be meta-analysis of existing data to generate new knowledge on a drug or to collate and synthesize, in an objective and transparent manner, existing data; this will facilitate harmonization of screening limits at an international level.

摘要

群体药代动力学(POP PK)是一种强大的药代动力学工具,它可以进行定量测量,并解释个体之间药物暴露和药物效应的变异性。POP PK采用观察性(非实验性)方法;它是在目标人群生活的正常环境(如农场和赛马场)中进行的。POP PK方法的优势在于,与在或多或少存在偏差的实验室条件下进行的实验研究相比,它与在不同自然环境中研究的人群具有更大的相关性。在临床环境中,通常有必要限制为分析而收集的每个受试者的样本数量,并且无法使用传统的个体数据分析方法对所得数据进行分析;相反,数据会合并并使用适当的统计工具进行分析:非线性混合效应模型(NLMEM)。POP PK建模经常用于调整药物剂量的目的,从而不仅针对整个人群,而且针对动物亚组(例如特定品种、性别和年龄)调整药物暴露。在精准医学的背景下,它也可以应用于个体受试者层面。对于马匹,使用POP PK/PD模型将使开处方者能够为其正在监督治疗的特定马匹估计个体停药时间。另一个潜在的应用领域将是对现有数据进行荟萃分析,以产生关于一种药物的新知识,或以客观和透明的方式整理和综合现有数据;这将有助于在国际层面协调筛查限值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f3ee/11842173/f99ea3cee201/DTA-17-250-g003.jpg

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