协变量
医学
人口
药理学
药代动力学
群体药代动力学
临床前研究
采样(信号处理)
重症监护医学
计算生物学
计算机科学
医学物理学
生物
机器学习
滤波器(信号处理)
环境卫生
计算机视觉
出处
期刊:Bioanalysis
[Future Science Ltd]
日期:2013-08-01
卷期号:5 (16): 2053-2069
被引量:7
摘要
From the beginning of the 1980s, population PK has been primarily used in clinical development and only in the last decade has it been convincingly applied in a preclinical setting. Sparse sampling and covariate analyses are key features of preclinical popPK, useful for toxicology and efficacy studies in animals to assemble data obtained from different studies; for describing individual PK and PD; for building mechanistic models; and for performing interspecies scaling-up of disposition and efficacy. Application in disease models, mainly in behavioral and neurological models, allows the quantitative description of PK and PD without frequent blood sampling and recurrent physiological measurements, which are the critical and compromising perturbations of experimental systems. A preclinical population approach to PK and PD, by its versatility and possibility of simulating 'what if' scenarios, offers a unique and potent tool in the development of new drugs, in particular biologics.
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