Table 6. Changes in Molecular Weight (MW), Hydrophobicity (log P), and Molecular Flexibility (Number of Rotatable Bonds) Associated with the Molecular Substitutions We Identified to Enhance GN activity or Permeation for ChEMBL Datasets 1 (pMIC) and 2 (Permeation).
dataset 1 |
dataset 2 |
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---|---|---|---|---|---|---|---|---|---|---|
main moiety | + /– | opposite moiety | pMIC repeats | ΔMW | Δlog P | Δno. rotatable bonds | permeation repeats | ΔMW | Δlog P | Δno. rotatable bonds |
primary amine | addition | ether | 225 | –17.82 | –0.13 | –0.69 | 179 | –18.88 | –0.1 | –0.7 |
primary amine | addition | carbonyl | 655 | –13.16 | –0.13 | –0.3 | 396 | –17.54 | –0.01 | –0.35 |
primary amine | addition | secondary amine | 2267 | –13.61 | –0.34 | –0.94 | 2049 | –14.29 | –0.37 | –1 |
lactone | removal | secondary amine | 5 | 39.27 | –0.16 | 0.6 | 3 | 44.74 | 0.19 | 0.33 |
lactone | removal | amine, tertiary | 71 | 39.36 | 0.46 | 0.85 | 39 | 46.04 | 0.78 | 0.69 |
ester (carboxylate ester) | removal | secondary amine | 21 | 4.37 | 0.28 | –0.19 | 13 | 1.8 | 0.08 | –0.31 |
ester (carboxylate ester) | removal | carboxamide | 28 | –21.43 | –1.51 | –2.21 | 26 | –23.58 | –1.59 | –2.31 |
ester (carboxylate ester) | removal | ether | 26 | –0.97 | 0.39 | 0.27 | 13 | 1.25 | 0.13 | 0.38 |
ester (carboxylate ester) | removal | primary amine | 36 | –20.52 | –0.19 | –0.64 | 25 | –17.18 | –0.08 | –0.76 |
ester (carboxylate ester) | removal | tertiary amine | 106 | 37.1 | 0.48 | 0.42 | 51 | 31.21 | 0.49 | 0.25 |
carbonyl | removal | aryl chloride | 48 | 0.96 | 0.58 | –0.94 | 16 | 13.08 | 0.94 | –0.88 |
nitrile | removal | ether | 77 | 11.85 | –0.13 | 1.01 | 34 | 13.28 | –0.48 | 0.94 |
carboxamide | removal | thiophene | 8 | 9.1 | 2.35 | –1 | 1 | 75.92 | 2.33 | –1 |
carboxamide | removal | carboxylic acid | 42 | –4.82 | 0.44 | 0.71 | 1 | –0.00 | 1.48 | 0.00 |
carboxamide | removal | aryl chloride | 5 | –15 | 0.88 | –1.2 | 2 | –3.58 | 1.15 | –1.5 |
thiophene | addition | aniline | 16 | –15.92 | 0.77 | –0.75 | 6 | –15.65 | 0.86 | –0.67 |
thiophene | addition | carbonyl | 39 | 40.18 | 1.34 | –0.26 | 15 | 47.68 | 1.39 | –0.4 |
tertiary carboxamide | removal | thiophene | 5 | 11.13 | 2.11 | –0.8 | 1 | 75.92 | 2.33 | –1 |
tertiary carboxamide | removal | secondary carboxamide | 35 | –22.13 | –0.62 | 0.83 | 13 | –23.51 | –0.57 | 0.54 |
aryl chloride | addition | nitrile | 53 | 17.6 | 0.89 | 0 | 9 | 24.96 | 0.94 | 0 |
aryl chloride | addition | tertiary amine | 52 | 2.07 | 1.15 | –0.77 | 4 | 18.13 | 0.81 | –1.25 |
aryl chloride | addition | aryl fluoride | 291 | 16.1 | 0.55 | 0 | 49 | 14.46 | 0.55 | 0 |
secondary amine | addition | tertiary amine | 1066 | –15.1 | –0.3 | –0.05 | 755 | –14.17 | –0.33 | 0.07 |
secondary amine | addition | ether | 203 | –13.83 | 0.21 | –0.28 | 150 | –11.58 | 0.2 | –0.3 |
secondary amine | addition | nitrile | 62 | 4.03 | –0.07 | 0.35 | 35 | 12.96 | 0.02 | 0.91 |
tertiary amine | removal | aryl chloride | 52 | 2.07 | 1.15 | –0.77 | 4 | 18.13 | 0.81 | –1.25 |
tertiary amine | removal | alkanol | 236 | –21.80 | –0.44 | –0.22 | 99 | –27.61 | –0.69 | –0.62 |
α,β-unsaturated carbonyl | removal | thiophene | 11 | 50.58 | 1.07 | 0.45 | 6 | 56.97 | 1.33 | 0 |
α,β-unsaturated carbonyl | removal | secondary amine | 25 | –9.1 | 0.05 | 0.96 | 2 | 43.07 | 0.21 | 0 |
α,β-unsaturated carbonyl | removal | aryl chloride | 7 | 28.52 | 0.75 | 0 | 2 | 30.48 | 0.7 | 0 |
aryl fluoride | addition | nitrile | 64 | –6.57 | 0.2 | –0.03 | 16 | –6.59 | 0 | –0.06 |
aryl fluoride | addition | tertiary amine | 56 | –10.79 | 0.49 | –0.91 | 17 | –19.07 | 0.04 | –1 |
aryl fluoride | addition | alkanol | 81 | 7.36 | 0.74 | –0.35 | 23 | 3.11 | 0.29 | –0.61 |
average | 3.67 | 0.43 | –0.23 | 11.3 | 0.45 | –0.37 |