Modelling the Tox21 10 K chemical profiles for in vivo toxicity prediction and mechanism characterization

Abstract

Large-scale in vitro assays may reduce the number of toxicological tests carried out in animals. Here, Huang et al. report a large dataset containing results of in vitrotests of approximately 10,000 chemicals, and use these data to create models that can potentially predict toxicity in humans.