Applications of Physical Property Prediction Software to the Screening of Combinatorial Libraries 


 

 

 

VI. LogD Example

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The values of LogD at pH=7.4 (distribution coefficient in octanol-water) for 22 drugs selected by Rekker et al. [2] were calculated by the ACD LogD algorithm. Experimental values are taken from different references [2-7].

Correlation statistics for the equation:

Method b0 b1 R SD
ACD/LogD 0.04±0.12 0.829±0.059 0.9531 0.39

Table: Observed and calculated values of logD at pH=7.4 for 22 drugs [1]. Method of calculation is the ACD algorithm.

Name LogD at pH=7.4
(experimental)a)
LogD at pH=7.4
(calculated)
D
Atropine -0.44 -0.75 0.31
Chloramphenicol 1.00 [3] 1.02 0.07
Chlorothiazide -0.19 (pH=5) [4] -0.18b) (pH=5) -0.01
Chlorpromazine 3.15 [5] 3.36 -0.21
Cimetidine 0.33 [6] 0.21 0.12
Diazepam 2.8 [7] 2.8 0.00
Diltiazem 1.29 [8] 3.02 -1.73
Diphenhydramine 1.61 [9] 2.29 -0.68
Disopyramide 0.38 [10] 1.02 -0.64
Flufenamic acid 2.02 [11] 2.03 -0.01
Furosemide -0.92 [12] -0.99 0.07
Haloperidol 2.69 [13] 2.94 -0.25
Imipramine 2.43 [14] 2.41 0.02
Lidocaine 1.13 [15] 1.20 -0.07
Phenobarbital 1.14 [16] 1.51 -0.37
Phenytoin 2.29 [14] 2.47 -0.18
Procainamide -1.16 [17] -1.14 -0.02
Propafenone 0.01 (pH=5) [17] -0.07 (pH=5) 0.08
Propranolol 1.2 [18] 0.92 0.28
Tetracaine 2.34 [19] 2.85 -0.51
Trimethoprim 0.64 [20] 0.52 0.12
Verapamil 2.28 (pH=7) [21] 2.99 (pH=7) -0.71

a) when the experimental logD at pH=7.4 was unknown, the logD value nearest to 7.4 pH was used.


Figure: Dependence of logDexp vs logDcalc calculated by ACD/LogD for 22 drugs.

VII. LogP Example

The values of logP for 22 drugs selected by Rekker et al. [22] were calculated by ACD additive-constituitive method and compared with those obtained from the procedures of Rekker, Hansch and Leo and Moriguchi. Experimental values and calculated by these procedures are taken from [1].

Comparison of the reliabilities of Four Methods Parameters are taken from the equation:
Method a0 a1 R SD
ACD 0.10 ± 0.22 0.882 ± 0.066 0.9481 0.50
Hansch 0.61 ± 0.20 0.868 ± 0.069 0.9430 0.53
Rekker 0.60 ± 0.24 0.754 ± 0.073 0.9183 0.63
Moriguchi 0.16 ± 0.37 1.09 ± 0.14 0.8635 0.80

Table 1. Observed and Calculated Values of logP for 22 Drugs [1]
Name logPexp ACD D Hansch D Rekker D Moriguchi D
Atropine 1.83 1.53 0.30 1.32 0.51 1.88 -0.05 2.21 -0.38
Chloramphenicol 1.14 1.02 0.12 0.69 0.45 0.32 0.82 1.23 -0.09
Chlorothiazide -0.10 -0.03 -0.07 -1.24 1.14 -0.68 0.58 -0.36 0.26
Chlorpromazine 5.35 5.36 -0.01 5.20 0.15 5.10 0.25 3.77 1.58
Cimetidine 0.40 0.36 0.04 0.21 0.19 0.63 -0.23 0.82 -0.42
Diazepam 2.80 2.96 -0.16 3.32 -0.52 3.18 -0.38 3.36 -0.56
Diltiazem 2.70 4.53 -1.83 3.55 -0.85 4.53 -1.83 2.67 0.03
Diphenhydramine 3.27 3.66 -0.39 2.93 0.34 3.41 -0.14 3.26 0.01
Disopyramide 2.58 2.86 -0.28 1.35 1.23 2.57 0.01 2.47 0.11
Flufenamic acid 5.25 5.62 -0.37 5.58 -0.33 5.81 -0.56 3.86 1.39
Furosemide 2.03a) 2.92 -0.89 2.04 -0.01 1.38 0.65 0.43 1.60
Haloperidol 3.36 4.06 -0.70 3.52 -0.16 3.57 -0.21 4.01 -0.65
Imipramine 4.80 4.47 0.33 4.41 0.39 4.43 0.37 3.88 0.92
Lidocaine 2.26 2.36 -0.10 1.36 0.90 2.30 -0.04 2.52 -0.26
Phenobarbital 1.47 1.71 -0.24 1.37 0.10 1.23 0.24 0.78 0.69
Phenytoin 2.47 2.52 -0.05 2.09 0.38 2.76 -0.29 1.80 0.67
Procainamide 0.88 1.23 -0.35 1.11 -0.23 1.11 -0.23 1.72 -0.84
Propafenone 4.63 4.63 0.00 3.21 1.42 4.15 0.48 3.00 1.63
Propranolol 3.38b) 3.10 0.46 2.75 0.81 3.46 0.10 2.53 1.03
Tetracaine 3.73 3.75 -0.02 3.65 0.08 3.55 0.18 2.64 1.09
Trimethoprim 0.91 0.79 0.12 0.66 0.25 -0.07 0.98 1.26 -0.35
Verapamil 3.79 5.03 -1.24 3.53 0.26 6.15 -2.36 3.23 0.56

a) in [1] the value -0.83 was presented (this value may be only at pH about 7.4). The corrected value was taken from [23]

Figure 1. Comparison of logPexp vs logPcalc calculated by four different methods for 22 drugs [1].

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