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. 2023 Oct 19;14(43):12166–12181. doi: 10.1039/d3sc04091g

The comparison of chemical space exploration capabilities between 3D-MCTS and virtual screeninga.

Virtual screening 3D-MCTS Virtual screening 3D-MCTS
0.1% 1%
Threshold score (kcal mol−1) −9.2 −9.2 −8.8 −8.8
Total number of molecules 10 000 20 556 10 000 20 556
Number of molecules that scored better than the threshold 10 387 100 775
Number of Murcko scaffolds 10 314 98 647
QED (↑) 0.56 0.61 0.56 0.62
SA (↑) 0.82 0.78 0.82 0.78
a

Total Number of Molecules denotes the count of all molecules subjected to Vina docking in the case of virtual screening. For 3D-MCTS, this metric signifies the count of intermediate molecular states encountered throughout the search process.