“…In this follow-up study, the focus was on the development of simple and reliable models, using simple molecular descriptors linked to the molecular key features of BChE inhibitors to estimate their inhibition potency toward BChE. For this purpose, we used a negative logarithm of experimentally determined inhibition potency values p K i or pIC 50 , which for simplicity we denoted by pIn, for 297 structurally different compounds from the literature, including 4-aminoquinolines, coumarins, flavonoids, N-hydroxyiminoacetamides, huprine derivates, oximes, quinuclidines, tacrine derivates and others [ 3 , 8 , 9 , 16 , 17 , 18 , 19 , 20 , 21 , 22 , 23 , 24 , 25 , 26 , 27 , 28 , 29 , 30 , 31 , 32 , 33 , 34 , 35 , 36 , 37 , 38 , 39 ]. The range of pIn values for BChE inhibition was 8.6 (2.4–11).…”