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A Novel Multispecies Toxicokinetic Modeling Approach in Support of Chemical Risk Assessment.

Annika Mangold-DöringChelsea GrimardDerek GreenStephanie PetersenJohn W NicholsNatacha HoganLynn WeberHenner HollertMarkus HeckerMarkus Brinkmann
Published in: Environmental science & technology (2021)
Standardized laboratory tests with a limited number of model species are a key component of chemical risk assessments. These surrogate species cannot represent the entire diversity of native species, but there are practical and ethical objections against testing chemicals in a large variety of species. In previous research, we have developed a multispecies toxicokinetic model to extrapolate chemical bioconcentration across species by combining single-species physiologically based toxicokinetic (PBTK) models. This "top-down" approach was limited, however, by the availability of fully parameterized single-species models. Here, we present a "bottom-up" multispecies PBTK model based on available data from 69 freshwater fishes found in Canada. Monte Carlo-like simulations were performed using statistical distributions of model parameters derived from these data to predict steady-state bioconcentration factors (BCFs) for a set of well-studied chemicals. The distributions of predicted BCFs for 1,4-dichlorobenzene and dichlorodiphenyltrichloroethane largely overlapped those of empirical data, although a tendency existed toward overestimation of measured values. When expressed as means, predicted BCFs for 26 of 34 chemicals (82%) deviated by less than 10-fold from measured data, indicating an accuracy similar to that of previously published single-species models. This new model potentially enables more environmentally relevant predictions of bioconcentration in support of chemical risk assessments.
Keyphrases
  • risk assessment
  • monte carlo
  • genetic diversity
  • electronic health record
  • randomized controlled trial
  • big data
  • systematic review
  • heavy metals
  • molecular dynamics
  • human health
  • solid state