Figure 3. The workflow of molecular graph based screening model upon anisosome related drug discovery task.
The original model was trained on collected experimental data, and the well-trained model was applied to screen NIH in-house libraries (Genesis, Sytravon, NPACT). The top ranked candidates are experimentally validated by qHTS, and the identified potent compounds are further verified by image-based assay for activity confirmation.