Technical differences existed in the descriptors used in the three studies. Zakharov et al used Quantitative Neighborhood of Atoms and biological descriptors, whereas Korkmaz used the PaDEL software. We, on the other hand, used the fingeprints from PubChem. The fact that the overall messages are consistent suggests a degree of independence from the input encoding.