Table 4.
2D-QSAR | 4D-QSAR | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Complete Set Model | Cluster Model | Complete Set Model | Cluster Model | |||||||
No. | pIC50 exp | pIC50 pred | Residue | Group | pIC50 pred | Residue | pIC50 pred | Residue | pIC50 pred | Residue |
1 | 5.138 | 5.184 | 0.046 | G1 | 5.187 | 0.049 | 5.066 | −0.071 | 5.21 | 0.072 |
2 | 4.913 | 4.911 | −0.002 | - 1 | - 1 | - 1 | 4.9239 | 0.011 | - 1 | - 1 |
3 | 5.133 | 4.962 | −0.171 | G1 | 5.061 | −0.072 | 5.178 | 0.045 | 5.171 | 0.039 |
4 | 5.478 | 5.312 | −0.165 | G1 | 5.433 | −0.044 | 5.099 | −0.379 | 5.229 | −0.249 |
5 | 4.922 | 4.955 | 0.033 | G1 | 4.995 | 0.073 | 4.848 | −0.073 | 4.893 | −0.028 |
6 | 5.29 | 5.017 | −0.273 | G1 | 5.173 | −0.116 | 5.257 | −0.033 | 5.155 | −0.135 |
7 | 5.428 | 5.231 | −0.197 | G1 | 5.385 | −0.043 | 5.118 | −0.309 | 5.462 | 0.035 |
8 | 4.984 | 5.103 | 0.119 | G1 | 4.993 | 0.009 | 5.194 | 0.211 | 5.064 | 0.081 |
9 | 5.387 | 5.47 | 0.082 | G1 | 5.388 | −0.001 | 5.111 | −0.276 | 5.293 | −0.094 |
10 | 4.955 | 4.904 | −0.051 | G1 | 5.098 | 0.143 | 4.990 | 0.035 | 4.882 | −0.073 |
11 | 5.397 | 5.467 | 0.07 | G1 | 5.554 | 0.157 | 5.214 | −0.183 | 5.349 | −0.047 |
12 | 5.188 | 5.232 | 0.043 | G1 | 5.282 | 0.093 | 5.056 | −0.132 | 5.084 | −0.104 |
13 | 4.289 | 4.848 | 0.559 | G1 | 4.369 | 0.080 | 4.747 | 0.459 | 4.359 | 0.071 |
14 | 5.293 | 5.158 | −0.135 | G1 | 5.345 | 0.052 | 4.959 | −0.334 | 5.205 | −0.088 |
15 | 5.088 | 4.848 | −0.24 | G1 | 4.807 | −0.281 | 5.271 | 0.184 | 5.013 | −0.075 |
16 | 5.248 | 4.848 | −0.4 | G1 | 5.104 | 0.144 | 5.081 | −0.167 | 5.442 | 0.195 |
17 | 4.97 | 5.007 | 0.037 | G1 | 4.97 | 0.000 | 5.095 | 0.125 | 4.919 | −0.051 |
18 | 4.931 | 5.141 | 0.209 | G1 | 4.994 | 0.062 | 5.196 | 0.266 | 5.238 | 0.308 |
19 | 5.313 | 5.333 | 0.019 | G1 | 5.235 | −0.079 | 5.055 | −0.258 | 5.515 | 0.202 |
20 | 5.193 | 5.062 | −0.132 | G1 | 5.126 | −0.067 | 5.245 | 0.052 | 5.168 | −0.024 |
21 | 5.221 | 5.333 | 0.112 | G1 | 5.245 | 0.024 | 5.138 | −0.083 | 5.309 | 0.089 |
22 | 5.455 | 5.543 | 0.088 | G1 | 5.493 | 0.038 | 4.993 | −0.462 | 5.306 | −0.148 |
23 | 5.602 | 5.53 | −0.072 | G1 | 5.493 | −0.109 | 5.358 | −0.244 | 5.382 | −0.219 |
24 | 5.314 | 5.185 | −0.13 | G1 | 5.264 | −0.050 | 4.918 | −0.396 | 5.294 | −0.019 |
25 | 5.137 | 4.902 | −0.235 | G1 | 5.182 | 0.044 | 5.123 | −0.013 | 5.133 | −0.004 |
26 | 4.658 | 4.86 | 0.202 | G1 | 4.716 | 0.058 | 4.921 | 0.264 | 4.924 | 0.266 |
27 | 5.545 | 5.152 | −0.393 | G1 | 5.47 | −0.075 | 5.565 | 0.02 | 5.551 | 0.007 |
28 | 4.587 | 4.882 | 0.295 | G1 | 4.651 | 0.064 | 4.468 | −0.119 | 4.583 | −0.004 |
29 | 5.033 | 4.812 | −0.221 | G2 | 4.856 | −0.177 | 4.631 | −0.402 | 4.92 | −0.113 |
30 | 5.115 | 4.982 | −0.133 | G2 | 5.146 | 0.031 | 4.831 | −0.284 | 4.786 | −0.329 |
31 | 5.084 | 5.094 | 0.01 | G2 | 5.12 | 0.036 | 5.135 | 0.051 | 5.040 | −0.044 |
32 | 4.592 | 4.785 | 0.193 | G2 | 4.841 | 0.249 | 4.699 | 0.108 | 4.695 | 0.104 |
33 | 5.081 | 4.982 | −0.099 | G2 | 5.112 | 0.031 | 5.193 | 0.113 | 5.020 | −0.06 |
34 | 4.976 | 4.785 | −0.192 | G2 | 4.907 | −0.069 | 5.18 | 0.204 | 4.965 | −0.011 |
35 | 5.096 | 5.074 | −0.022 | G2 | 5.269 | 0.173 | 5.076 | −0.02 | 5.042 | −0.053 |
36 | 4.932 | 4.883 | −0.049 | G2 | 4.891 | −0.041 | 5.188 | 0.257 | 5.105 | 0.173 |
37 | 5.135 | 4.857 | −0.278 | G2 | 4.87 | −0.265 | 5.116 | −0.019 | 5.090 | −0.045 |
38 | 4.981 | 4.992 | 0.011 | G2 | 4.926 | −0.055 | 5.329 | 0.348 | 5.133 | 0.153 |
39 | 4.598 | 4.758 | 0.16 | - 1 | - 1 | - 1 | 4.5562 | −0.042 | - 1 | - 1 |
40 | 4.279 | 4.373 | 0.094 | G2 | 4.283 | 0.004 | 4.802 | 0.523 | 4.289 | 0.011 |
41 | 4.426 | 4.35 | −0.076 | G2 | 4.34 | −0.086 | 4.523 | 0.097 | 4.912 | 0.487 |
42 | 5.11 | 5.137 | 0.027 | G2 | 5.163 | 0.053 | 4.873 | −0.237 | 5.013 | −0.097 |
43 | 4.755 | 4.909 | 0.155 | G2 | 4.644 | −0.110 | 5.055 | 0.3 | 4.781 | 0.027 |
44 | 4.723 | 4.83 | 0.107 | G2 | 4.595 | −0.128 | 4.831 | 0.109 | 5.009 | 0.287 |
45 | 4.358 | 4.736 | 0.378 | G2 | 4.602 | 0.244 | 5.010 | 0.653 | 4.589 | 0.232 |
46 | 4.985 | 5.014 | 0.03 | G2 | 4.974 | −0.011 | 4.949 | −0.035 | 4.886 | −0.099 |
47 | 4.988 | 5.373 | 0.385 | G2 | 5.186 | 0.198 | 4.937 | −0.05 | 4.944 | −0.043 |
48 | 4.663 | 4.874 | 0.212 | G2 | 4.868 | 0.205 | 4.912 | 0.25 | 4.882 | 0.22 |
49 | 4.744 | 4.925 | 0.181 | G2 | 4.728 | −0.016 | 4.826 | 0.082 | 4.795 | 0.051 |
50 | 4.92 | 5.028 | 0.108 | G2 | 4.893 | −0.027 | 5.075 | 0.155 | 4.838 | −0.082 |
51 | 5.049 | 5.05 | 0.001 | G2 | 5.092 | 0.043 | 5.108 | 0.059 | 5.063 | 0.015 |
52 | 4.687 | 4.753 | 0.067 | G2 | 4.828 | 0.141 | 4.895 | 0.209 | 4.854 | 0.168 |
53 | 4.445 | 4.608 | 0.164 | G2 | 4.456 | 0.011 | 4.948 | 0.504 | 4.764 | 0.319 |
54 | 5.41 | 4.933 | −0.477 | G2 | 5.297 | −0.113 | 5.412 | 0.002 | 5.518 | 0.109 |
55 | 5.068 | 4.916 | −0.152 | G2 | 5.07 | 0.002 | 4.870 | −0.197 | 5.149 | 0.082 |
56 | 4.94 | 4.925 | −0.015 | G2 | 4.978 | 0.038 | 4.860 | −0.079 | 4.846 | −0.093 |
57 | 5.623 | 5.444 | −0.18 | G2 | 5.455 | −0.168 | 5.477 | −0.145 | 5.596 | −0.027 |
58 | 5.008 | 4.874 | −0.134 | G2 | 4.908 | −0.100 | 4.992 | −0.016 | 4.96 | −0.044 |
59 | 5.072 | 5.094 | 0.022 | G2 | 4.871 | −0.201 | 4.875 | −0.196 | 4.856 | −0.215 |
60 | 5.137 | 5.193 | 0.055 | G2 | 5.219 | 0.081 | 4.900 | −0.237 | 4.911 | −0.226 |
61 | 5.291 | 5.269 | −0.022 | G2 | 5.299 | 0.008 | 5.069 | −0.222 | 4.945 | −0.345 |
62 | 5.07 | 4.875 | −0.196 | G2 | 5.115 | 0.045 | 5.027 | −0.043 | 4.978 | −0.092 |
63 | 4.747 | 4.886 | 0.139 | G2 | 4.741 | −0.007 | 4.917 | 0.17 | 4.953 | 0.207 |
64 | 5.16 | 5.12 | −0.04 | G2 | 5.077 | −0.083 | 5.048 | −0.112 | 5.043 | −0.116 |
- 1 Structural outlier.