Overall, it can be stated that small QM regions are not sufficient for reproducing the ligand charges found for large QM regions because important residues coordinating the ligands might be missing. When using a distance-based construction of the QM region, rather larger QM regions need to be reached before all relevant residues are included in the QM region.