Table 3. Performances of GXLE, MM/GBSA, X-Score, AutoDock Vina, and PSH-ML Evaluated against a Set Consisting of 10 Selected Diverse Biological Targetsa.
method |
GXLE |
MM/GBSA |
X-score |
AutoDock
Vina |
PSH-ML |
||||||
---|---|---|---|---|---|---|---|---|---|---|---|
test target | number | Rp | Rs | Rp | Rs | Rp | Rs | Rp | Rs | Rp | Rs |
BACE-1 | 73 | 0.833 | 0.746 | 0.836 | 0.783 | 0.810 | 0.711 | 0.660 | 0.710 | 0.836 | 0.752 |
CHK1 | 15 | 0.777 | 0.737 | 0.687 | 0.293 | 0.736 | 0.564 | 0.876 | 0.787 | 0.924 | 0.755 |
DPP4 | 13 | 0.467 | 0.399 | 0.197 | 0.250 | 0.456 | 0.285 | 0.191 | 0.316 | 0.711 | 0.301 |
ER | 7 | 0.844 | 0.857 | 0.794 | 0.786 | 0.642 | 0.857 | 0.601 | 0.750 | 0.391 | 0.571 |
LTA-4H | 22 | 0.770 | 0.873 | 0.700 | 0.749 | 0.774 | 0.859 | 0.606 | 0.613 | 0.769 | 0.894 |
P38a | 18 | 0.793 | 0.780 | 0.689 | 0.706 | 0.814 | 0.851 | 0.765 | 0.764 | 0.849 | 0.685 |
PPAR | 11 | 0.750 | 0.645 | 0.485 | 0.600 | 0.756 | 0.581 | 0.734 | 0.573 | 0.528 | 0.509 |
PTP1B | 14 | 0.675 | 0.737 | –0.292 | –0.189 | 0.713 | 0.724 | –0.025 | 0.070 | 0.526 | 0.530 |
thrombin | 15 | 0.840 | 0.679 | 0.926 | 0.821 | 0.823 | 0.707 | 0.621 | 0.546 | 0.874 | 0.732 |
renin | 22 | 0.611 | 0.514 | –0.165 | 0.225 | 0.398 | 0.463 | 0.187 | 0.213 | 0.601 | 0.423 |
average values | 0.736 | 0.697 | 0.486 | 0.502 | 0.692 | 0.660 | 0.522 | 0.534 | 0.701 | 0.615 |
BACE-1, β-secretase 1; CHK1, serine/threonine-protein kinase chk1; DPP4, dipeptidyl peptidase 4; ER, estrogen receptor; LTA-4H, leukotriene A-4 hydrolase; P38a, mitogen-activated protein kinase 14; PPAR-γ, peroxisome proliferator-activated receptor; and PTP1B, protein tyrosine phosphatase 1B.