Usually, in teratological dose finding studies, there are not only threshold effects but also extra variations that cannot be accounted for by the beta-binomial model alone. The beta-binomial model assumes correlation between fetuses in the same litter. The general random effect threshold (RE) model
DOSE-RESPONSE MODELLING OF GROWTH FOR DEVELOPMENTAL TOXICITY
β Scribed by JAMES J. CHEN; DAVID W. GAYLOR; JAMES B. LABORDE
- Book ID
- 102658278
- Publisher
- John Wiley and Sons
- Year
- 1996
- Tongue
- English
- Weight
- 662 KB
- Volume
- 7
- Category
- Article
- ISSN
- 1180-4009
No coin nor oath required. For personal study only.
β¦ Synopsis
A biologically-based dose-response model for predicting developmental malformation effects from exposure to a toxic substance during pregnancy is developed. The biological basis of this model arises from the expectation of exponential growth in rodents during gestation, and the exponential growth rate assumed to be reduced by dose raised to a power when a toxic substance is administered during gestation. The prenatal foetal weight is used as a biomarker to link the incidence of cleft palate to the dose level. A dose-response growth model for prenatal foetal weight as a function of both time and dose is established. This dose-response function is then combined with a dose-response function between the incidence of cleft palate and the prenatal foetal weight to form a dose-response function between the cleft palate and dose. Two experiments, a dexamethasone (DEX) exposure in rats and a 2,4,5-trichlorophenoxyacetic (2,4,5-T) acid exposure in mice, were conducted for purpose of checking the models empirically and for demonstration of modelling process. The proposed dose-response growth model for prenatal foetal weight fits adequately to both experimental data, but the model from prenatal foetal weight and incidence of cleft palate combined seems inadequate to describe the relationship between the dose and incidence of cleft palate fully.
π SIMILAR VOLUMES
Here we describe a random effects threshold dose-response model for clustered binary-response data from developmental toxicity studies. For our model we assume that a hormetic effect occurs in addition to a threshold effect. Therefore, the dose-response curve is based on two components: relationship
Exposure to developmental toxicants may cause foetal malformations, increase foetal death or resorption and reduce foetal weight. The correlations among these developmental endpoints have been reported, but their causal relationships have not been investigated. Structural equation models (path model