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Prediction of Tissue-to-Plasma Ratios of Basic Compounds in Mice

脾脏 肌肉组织 内科学 内分泌学 相关性 临床化学 线性回归 化学 药代动力学 医学 病理 生物 机器学习 计算机科学 数学 几何学
作者
Prashant B. Nigade,Jayasagar Gundu,K. Sreedhara Ranganath Pai,Kumar V.S. Nemmani
出处
期刊:European Journal of Drug Metabolism and Pharmacokinetics [Adis, Springer Healthcare]
卷期号:42 (5): 835-847 被引量:12
标识
DOI:10.1007/s13318-017-0402-5
摘要

Majority of reported studies so far developed correlation regression equations using the rat muscle-to-plasma drug concentration ratio (Kp-muscle) to predict tissue-to-plasma drug concentration ratios (Kp-tissues). Use of regression equations derived from rat Kp-muscle may not be ideal to predict the mice tissue-Kps as there are species differences. (i) To develop the linear regression equations using mouse tissue-Kps; (ii) to assess the correlation between organ blood flow and/or organ weight with tissue-Kps and (iii) compare the observed tissue-Kps from mice with corresponding predicted tissue-Kps using Richter’s rat-Kp specific equations. Disposition of 12 small molecules were investigated extensively in mouse plasma and tissues after a single oral dose administration. Linear correlation was assessed for each of the tissue with rest of the other tissues, separately for weak and strong bases. Newly developed regression equations using mice tissue-Kps, predicted 79% data points within twofold. As observed correlation r 2 range was 0.75–0.98 between Kp-muscle and Kp-brain, -spleen, -skin, -liver, -lung, suggesting superior correlation between the tissue-Kps. Order of tissue-Kps, showed that tissue concentrations were directly proportional to the organ blood flow and inversely to the organ weight. Further, the observed tissue-Kps from mice were compared with corresponding predicted tissue-Kps using Richter’s rat-Kp specific equations. Overall, 46, 54 and 63% data points were under predicted ( twofold) for skin and brain, respectively. These findings suggest that cross species extrapolation predictability is poor. All these findings together suggest that mouse specific regression equations developed under controlled experimental conditions could be most appropriate for predicting mouse tissue-Kps for compounds with wide range of volume of distribution.

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