Additionally, a previous study using different fingerprints (e.g. MACCs keys, ECFP4, ECFP6, and atom pairs) allowed the construction of peptide landscapes but using unique peptides with the same number of amino acids . In contrast, this work shows an application of methods typically used in chemoinformatics to study small organic molecules to study the P-SPR using the concept of activity (property) landscapes.