suggest that de novo compounds designed with alvaBuilder populate different areas of the chemical space, which is more noticeable when compounds are represented with the ECFP4 fingerprint. Interestingly, compounds that were designed with information about compounds published in ChEMBL (DNMT1 actives, depicted in orange) are in the same coordinates of the reference database for both fingerprints.