首页> 外文期刊>Regulatory Toxicology and Pharmacology: RTP >Use of mixed-effect models and tolerance limits to evaluate control cynomolgus monkey body weight change and variability during preclinical toxicology studies.
【24h】

Use of mixed-effect models and tolerance limits to evaluate control cynomolgus monkey body weight change and variability during preclinical toxicology studies.

机译:在临床毒理学研究期间,使用混合效应模型和公差极限来评估对照食蟹猴的体重变化和变异性。

获取原文
获取原文并翻译 | 示例

摘要

Cynomolgus monkeys are an important and widely used species in preclinical toxicology studies. During the in-life phase of study, body weight effects may be indicative of toxicity; however, trends in body weight and body weight variability are often difficult to interpret due to small sample size and/or inter- and intra-animal variability. The present analysis utilizes mixed-effect modelling, which incorporates random and fixed effects into linear regression models, to evaluate control monkey body weight trends and variability relative to baseline (initial) weight and study duration. The primary aim of this analysis is to evaluate whether mixed-effect model based tolerance limits can aide in determining whether apparent test article-related changes in body weight deviate more than the predicted variability defined by the model tolerance limits. The models for this study are based on vehicle control animal body weight data from the following studies: 1-month (20 studies, 198 animals), 3-month (19 studies, 180 animals), and 9-month (17 studies, 182 animals). The analysis presented herein provides the framework for evaluating control monkey body weight change in studies with small sample size, and anticipated control monkey body weight change relative to gender and study duration.
机译:食蟹猴是临床前毒理学研究中重要且广泛使用的物种。在研究的生命阶段,体重影响可能是毒性的指标;然而,由于样本量小和/或动物间和动物内的变异性,体重和体重变异性的趋势通常难以解释。本分析利用混合效应模型,将随机和固定效应纳入线性回归模型,以评估对照猴子的体重趋势和相对于基线(初始)体重和研究持续时间的变异性。该分析的主要目的是评估基于混合效应模型的公差极限是否可以帮助确定与测试物品相关的明显体重变化是否偏离模型公差极限所定义的预计变异性。这项研究的模型基于以下研究中的媒介物对照动物体重数据:1个月(20个研究,198个动物),3个月(19个研究,180个动物)和9个月(17个研究,182个动物)动物)。本文提供的分析为评估样本量较小的研究中对照猴子的体重变化以及相对于性别和研究持续时间的预期对照猴子的体重变化提供了框架。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号