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. 2021 Nov 21;6(48):32938–32947. doi: 10.1021/acsomega.1c04996

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
a

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.