Literature DB >> 34888726

Umbrella Sampling-Based Method to Compute Ligand-Binding Affinity.

Son Tung Ngo1,2, Minh Quan Pham3,4.   

Abstract

Many proteins have a solvent-exposed binding cleft, which permits their inhibitors to bind and unbind without significant protein conformation transforms. The binding/unbinding pathways of these protein-inhibitor complexes can be rather straightforwardly sampled by using umbrella sampling (US) simulation methods. During a US simulation, the Cα atoms of the protein are restrained via a harmonic force. The potential of mean force (PMF) along the binding pathway can be estimated by using the weighted histogram analysis method (WHAM). The binding affinity is then computed as the difference in PMF between the binding and unbinding states.
© 2022. Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Biased sampling; Ligand-binding free energy; Potential of mean force; Steered MD; Umbrella sampling; WHAM calculation

Mesh:

Substances:

Year:  2022        PMID: 34888726     DOI: 10.1007/978-1-0716-1767-0_14

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  18 in total

1.  Escaping free-energy minima.

Authors:  Alessandro Laio; Michele Parrinello
Journal:  Proc Natl Acad Sci U S A       Date:  2002-09-23       Impact factor: 11.205

2.  Calculation of absolute protein-ligand binding free energy from computer simulations.

Authors:  Hyung-June Woo; Benoît Roux
Journal:  Proc Natl Acad Sci U S A       Date:  2005-05-02       Impact factor: 11.205

3.  AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading.

Authors:  Oleg Trott; Arthur J Olson
Journal:  J Comput Chem       Date:  2010-01-30       Impact factor: 3.376

4.  Fast and accurate determination of the relative binding affinities of small compounds to HIV-1 protease using non-equilibrium work.

Authors:  Son Tung Ngo; Huynh Minh Hung; Minh Tho Nguyen
Journal:  J Comput Chem       Date:  2016-10-06       Impact factor: 3.376

5.  Evaluation of Predicted Protein-Protein Complexes by Binding Free Energy Simulations.

Authors:  Till Siebenmorgen; Martin Zacharias
Journal:  J Chem Theory Comput       Date:  2019-02-15       Impact factor: 6.006

Review 6.  Ligand-Binding Affinity Estimates Supported by Quantum-Mechanical Methods.

Authors:  Ulf Ryde; Pär Söderhjelm
Journal:  Chem Rev       Date:  2016-04-14       Impact factor: 60.622

7.  Oversampling Free Energy Perturbation Simulation in Determination of the Ligand-Binding Free Energy.

Authors:  Son Tung Ngo; Trung Hai Nguyen; Nguyen Thanh Tung; Pham Cam Nam; Khanh B Vu; Van V Vu
Journal:  J Comput Chem       Date:  2019-12-16       Impact factor: 3.376

8.  A new method for predicting binding affinity in computer-aided drug design.

Authors:  J Aqvist; C Medina; J E Samuelsson
Journal:  Protein Eng       Date:  1994-03

Review 9.  Thermodynamics and Kinetics of Drug-Target Binding by Molecular Simulation.

Authors:  Sergio Decherchi; Andrea Cavalli
Journal:  Chem Rev       Date:  2020-10-02       Impact factor: 60.622

10.  Effective Estimation of Ligand-Binding Affinity Using Biased Sampling Method.

Authors:  Son Tung Ngo; Khanh B Vu; Le Minh Bui; Van V Vu
Journal:  ACS Omega       Date:  2019-02-21
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