“…In vitro ER activity data from different sources including the Tox21 (~8,000 chemicals in four assays), EADB (~8,000 chemicals), METI (~2,000 chemicals), ChEMBL (~2,000 chemicals)In vitro ER activity data from EADB(Q)SAR and docking approaches were used with a common training set of 1,677 chemical structures from the US EPA, resulting in a total of 40 categorical and 8 continuous models developed for binding, agonist and antagonist ER activity Steinmetz et al (2015) NR binding: PPAR, AR, AhR, ER, GR, PR, FXR, LXR, PXR, TR, VDR, RXR Prediction of potential NR binding; freely available at https://knimewebportal.cosmostox.eu Developed by studying the physicochemical-chemical features of known nuclear receptor binders and elucidating the structural features needed for binding to the ligand-binding pocket using the Protein Data Bank and ChEMBL Al Sharif et al (2017), Tsakovska et al (2014) Potential for full PPARƴ agonism PPARƴ virtual screening. PPARc active full agonists share at least four common pharmacophoric features; the most active ones have additional interactions Developed taking into consideration structural elements (e.g.…”