bioRxivEcology
'rbioacc': an R-package to analyse toxicokinetic data
A. Ratier, V. Baudrot, M. Kaag, A. Siberchicot, C. Lopes, S. CHARLES
Abstract
O_LI rbioacc is an R-package dedicated to the analysis of experimental data collected from bioaccumulation tests during which organisms are exposed to a chemical (exposure phase) and then put into a clean media (depuration phase). Internal concentrations are regularly measured over time all along the experiment. C_LIO_LI rbioacc provides ready-to-use functions to visualize and fully analyze such data. Under a Bayesian framework, this package fits a generic one-compartment toxicokinetic (TK) model automatically built from the data. It provides TK parameter estimates (appropriate uptake and elimination rates) and bioaccumulation metrics (e.g., BCF, BSAF, BMF). All parameter estimates, bioaccumulation metrics as well as predictions of internal concentrations into organisms are delivered with their uncertainty. C_LIO_LIBioaccumulation metrics are primarily provided in support of environmental risk assessment, in full compliance with regulatory requirements required to approve marketing applications of chemical substances. C_LIO_LIThis paper gives brief worked examples of the use of rbioacc from data collected through standard bioaccumulation tests, and publicly available within the scientific literature. These examples constitute step-by-step user-guides to analyze any new data set, uploaded in the right format. C_LI
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Improvements in estimating bioaccumulation metrics in the light of toxicokinetics models and Bayesian inference
A. Ratier, C. Lopes, S. Charles·bioRxiv·Jan 17, 2022
- Accumulation-depuration data collection in support of toxicokinetic modelling
A. Ratier, S. CHARLES·bioRxiv·Apr 15, 2021
- New perspectives on the calculation of bioaccumulation metrics for active substances in living organisms
A. Ratier, C. Lopes, … S. Charles·bioRxiv·Jul 7, 2020
- Generic solving of one-compartment toxicokinetic models
S. CHARLES, A. Ratier, C. Lopes·bioRxiv·May 6, 2021
- Enabling Transparent Toxicokinetic Modeling for Public Health Risk Assessment
Sarah E. Davidson-Fritz, Caroline Ring, … John F. Wambaugh·PLoS ONEPeer-reviewed·Apr 16, 2025
- morse: an R-package in support of Environmental Risk Assessment
S. Charles, V. Baudrot·bioRxiv·Apr 7, 2021