“…This in vitro bioactivity information covers chemical-biological interactions across a broad suite of experimental platforms and biological scales, from molecular lesions, subcellular events, and cellular disruption, to tissue dysfunction, and is generated from an array of in vitro experimental systems, including human cell lines, stem cells, small model organisms and, most recently, engineered microscale and microphysiological systems (Collins et al 2008; Tice et al 2013; Settivari et al 2015). Guideline testing for reproductive toxicity and prenatal developmental toxicity traditionally has relied on lower throughput approaches in whole-animal studies utilizing vertebrate species [clawed frogs, mice, rats, and rabbits (Carney et al 2008; Mouche et al 2011; Robinson et al 2012; Kalaskar et al 2014)] and higher throughput, more evolutionarily distant alternatives [zebrafish and invertebrate species, such as hydra, roundworms, water fleas, and fruit flies (Dang et al 2012; Padilla et al 2012; Glauber et al 2013; Liu et al 2014; Boyd et al 2016)]. The vast collections of in vitro data now available from 21st-century toxicology approaches, coupled with the diverse and distributed nature of these data and an ever-increasing knowledgebase for embryonic development across diverse species and biological systems, create a major challenge for data access, curation, integration, and interpretation.…”