title: Use of mixed-effect models and tolerance limits to evaluate control cynomolgus monkey body weight change and variability during preclinical toxicology studies.
abstract: 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.
authors.affiliation: Toxicology, Global Pharmaceutical Research and Development, Abbott Laboratories, Abbott Park, IL 60064, USA. ronnie.yeager@abbott.com
authors.forename: Ronnie L
authors.initials: RL
authors.lastname: Yeager
authors.forename: Dong
authors.initials: D
authors.lastname: Zhao
authors.forename: Yan
authors.initials: Y
authors.lastname: Lan
authors.forename: Duane
authors.initials: D
authors.lastname: Poage
authors.forename: C Thomas
authors.initials: CT
authors.lastname: Lin
authors.forename: Michael D
authors.initials: MD
authors.lastname: Duvall
mesh_terms: D000818:Animals; D001835:Body Weight / Q000187:drug effects*; D016001:Confidence Intervals; D005260:Female; D014644:Genetic Variation; D016014:Linear Models; D008252:Macaca fascicularis / Q000502:physiology*; D008297:Male; D012016:Reference Values; D018675:Toxicity Tests / Q000706:statistics & numerical data*; D015262:Xenobiotics / Q000633:toxicity*
chemical_list: D015262:Xenobiotics