Fig. 1

The overview of the pipeline developed in this study. The pipeline consists of three steps: (i) automatic annotation of enzyme–cognate ligand complexes with computational tools, (ii) classification of ligand binding pocket by machine learning (ML) predictor, and (iii) analysis of ligand transport through enzyme tunnels with CaverDock