These results give first hints that protein network centralities, in particular the betweenness centrality, can be a useful descriptor for the systematic construction of QM regions. Besides residues that have a large electrostatic effect (and which are also detected by other schemes such as PCVA), the b-centrality ranking detects specific residues that have large non-electrostatic effects.