Improving ligand-ranking of AutoDock Vina by changing the empirical parameters

© 2021 Wiley Periodicals LLC.

Bibliographische Detailangaben
Veröffentlicht in:Journal of computational chemistry. - 1984. - 43(2022), 3 vom: 30. Jan., Seite 160-169
1. Verfasser: Pham, T Ngoc Han (VerfasserIn)
Weitere Verfasser: Nguyen, Trung Hai, Tam, Nguyen Minh, Y Vu, Thien, Pham, Nhat Truong, Huy, Nguyen Truong, Mai, Binh Khanh, Tung, Nguyen Thanh, Pham, Minh Quan, V Vu, Van, Ngo, Son Tung
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:Journal of computational chemistry
Schlagworte:Journal Article Research Support, Non-U.S. Gov't AutoDock Vina binding affinity empirical parameter modified Vina screening
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520 |a AutoDock Vina (Vina) achieved a very high docking-success rate, p^ , but give a rather low correlation coefficient, R , for binding affinity with respect to experiments. This low correlation can be an obstacle for ranking of ligand-binding affinity, which is the main objective of docking simulations. In this context, we evaluated the dependence of Vina R coefficient upon its empirical parameters. R is affected more by changing the gauss2 and rotation than other terms. The docking-success rate p^ is sensitive to the alterations of the gauss1, gauss2, repulsion, and hydrogen bond parameters. Based on our benchmarks, the parameter set1 has been suggested to be the most optimal. The testing study over 800 complexes indicated that the modified Vina provided higher correlation with experiment Rset1=0.556±0.025 compared with RDefault=0.493±0.028 obtained by the original Vina and RVina1.2=0.503±0.029 by Vina version 1.2. Besides, the modified Vina can be also applied more widely, giving R≥0.500 for 32/48 targets, compared with the default package, giving R≥0.500 for 31/48 targets. In addition, validation calculations for 1036 complexes obtained from version 2019 of PDBbind refined structures showed that the set1 of parameters gave higher correlation coefficient ( Rset1=0.617±0.017 ) than the default package ( RDefault=0.543±0.020 ) and Vina version 1.2 ( RVina1.2=0.540±0.020 ). The version of Vina with set1 of parameters can be downloaded at https://github.com/sontungngo/mvina. The outcomes would enhance the ranking of ligand-binding affinity using Autodock Vina 
650 4 |a Journal Article 
650 4 |a Research Support, Non-U.S. Gov't 
650 4 |a AutoDock Vina 
650 4 |a binding affinity 
650 4 |a empirical parameter 
650 4 |a modified Vina 
650 4 |a screening 
700 1 |a Nguyen, Trung Hai  |e verfasserin  |4 aut 
700 1 |a Tam, Nguyen Minh  |e verfasserin  |4 aut 
700 1 |a Y Vu, Thien  |e verfasserin  |4 aut 
700 1 |a Pham, Nhat Truong  |e verfasserin  |4 aut 
700 1 |a Huy, Nguyen Truong  |e verfasserin  |4 aut 
700 1 |a Mai, Binh Khanh  |e verfasserin  |4 aut 
700 1 |a Tung, Nguyen Thanh  |e verfasserin  |4 aut 
700 1 |a Pham, Minh Quan  |e verfasserin  |4 aut 
700 1 |a V Vu, Van  |e verfasserin  |4 aut 
700 1 |a Ngo, Son Tung  |e verfasserin  |4 aut 
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