Depending on the analysis performed, not all features were retained for analysis; for instance features were discarded if they had a low occupancy and/or low average interaction strength (Tables S2-S4 provides complete details on all the filtering performed for each system). Further, in the case of PTP1B, we tested removing all features that included a residue on the WPD-loop (as opposed to including all residues), see Table .