Literature DB >> 22368530

Conformational Transitions and Convergence of Absolute Binding Free Energy Calculations.

Mauro Lapelosa1, Emilio Gallicchio, Ronald M Levy.   

Abstract

The Binding Energy Distribution Analysis Method (BEDAM) is employed to compute the standard binding free energies of a series of ligands to a FK506 binding protein (FKBP12) with implicit solvation. Binding free energy estimates are in reasonably good agreement with experimental affinities. The conformations of the complexes identified by the simulations are in good agreement with crystallographic data, which was not used to restrain ligand orientations. The BEDAM method is based on λ -hopping Hamiltonian parallel Replica Exchange (HREM) molecular dynamics conformational sampling, the OPLS-AA/AGBNP2 effective potential, and multi-state free energy estimators (MBAR). Achieving converged and accurate results depends on all of these elements of the calculation. Convergence of the binding free energy is tied to the level of convergence of binding energy distributions at critical intermediate states where bound and unbound states are at equilibrium, and where the rate of binding/unbinding conformational transitions is maximal. This finding mirrors similar observations in the context of order/disorder transitions as for example in protein folding. Insights concerning the physical mechanism of ligand binding and unbinding are obtained. Convergence for the largest FK506 ligand is achieved only after imposing strict conformational restraints, which however require accurate prior structural knowledge of the structure of the complex. The analytical AGBNP2 model is found to underestimate the magnitude of the hydrophobic driving force towards binding in these systems characterized by loosely packed protein-ligand binding interfaces. Rescoring of the binding energies using a numerical surface area model corrects this deficiency. This study illustrates the complex interplay between energy models, exploration of conformational space, and free energy estimators needed to obtain robust estimates from binding free energy calculations.

Entities:  

Year:  2012        PMID: 22368530      PMCID: PMC3285237          DOI: 10.1021/ct200684b

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  60 in total

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Authors:  Chia-En Chang; Michael K Gilson
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2.  Single-molecule pulling simulations can discern active from inactive enzyme inhibitors.

Authors:  Francesco Colizzi; Remo Perozzo; Leonardo Scapozza; Maurizio Recanatini; Andrea Cavalli
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3.  Linear Interaction Energy (LIE) Models for Ligand Binding in Implicit Solvent:  Theory and Application to the Binding of NNRTIs to HIV-1 Reverse Transcriptase.

Authors:  Yang Su; Emilio Gallicchio; Kalyan Das; Eddy Arnold; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2007-01       Impact factor: 6.006

4.  Temperature weighted histogram analysis method, replica exchange, and transition paths.

Authors:  Emilio Gallicchio; Michael Andrec; Anthony K Felts; Ronald M Levy
Journal:  J Phys Chem B       Date:  2005-04-14       Impact factor: 2.991

5.  Predicting absolute ligand binding free energies to a simple model site.

Authors:  David L Mobley; Alan P Graves; John D Chodera; Andrea C McReynolds; Brian K Shoichet; Ken A Dill
Journal:  J Mol Biol       Date:  2007-06-08       Impact factor: 5.469

6.  Protein folding and association: insights from the interfacial and thermodynamic properties of hydrocarbons.

Authors:  A Nicholls; K A Sharp; B Honig
Journal:  Proteins       Date:  1991

7.  Accounting for ligand conformational restriction in calculations of protein-ligand binding affinities.

Authors:  Cen Gao; Min-Sun Park; Harry A Stern
Journal:  Biophys J       Date:  2010-03-03       Impact factor: 4.033

8.  Insights into the dynamics of HIV-1 protease: a kinetic network model constructed from atomistic simulations.

Authors:  Nan-jie Deng; Weihua Zheng; Emillio Gallicchio; Ronald M Levy
Journal:  J Am Chem Soc       Date:  2011-05-25       Impact factor: 15.419

Review 9.  Computations of standard binding free energies with molecular dynamics simulations.

Authors:  Yuqing Deng; Benoît Roux
Journal:  J Phys Chem B       Date:  2009-02-26       Impact factor: 2.991

10.  Comparative X-ray structures of the major binding protein for the immunosuppressant FK506 (tacrolimus) in unliganded form and in complex with FK506 and rapamycin.

Authors:  K P Wilson; M M Yamashita; M D Sintchak; S H Rotstein; M A Murcko; J Boger; J A Thomson; M J Fitzgibbon; J R Black; M A Navia
Journal:  Acta Crystallogr D Biol Crystallogr       Date:  1995-07-01
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  27 in total

1.  Theory of binless multi-state free energy estimation with applications to protein-ligand binding.

Authors:  Zhiqiang Tan; Emilio Gallicchio; Mauro Lapelosa; Ronald M Levy
Journal:  J Chem Phys       Date:  2012-04-14       Impact factor: 3.488

2.  Locally weighted histogram analysis and stochastic solution for large-scale multi-state free energy estimation.

Authors:  Zhiqiang Tan; Junchao Xia; Bin W Zhang; Ronald M Levy
Journal:  J Chem Phys       Date:  2016-01-21       Impact factor: 3.488

3.  BEDAM binding free energy predictions for the SAMPL4 octa-acid host challenge.

Authors:  Emilio Gallicchio; Haoyuan Chen; He Chen; Michael Fitzgerald; Yang Gao; Peng He; Malathi Kalyanikar; Chuan Kao; Beidi Lu; Yijie Niu; Manasi Pethe; Jie Zhu; Ronald M Levy
Journal:  J Comput Aided Mol Des       Date:  2015-03-01       Impact factor: 3.686

4.  Asynchronous Replica Exchange Software for Grid and Heterogeneous Computing.

Authors:  Emilio Gallicchio; Junchao Xia; William F Flynn; Baofeng Zhang; Sade Samlalsingh; Ahmet Mentes; Ronald M Levy
Journal:  Comput Phys Commun       Date:  2015-11       Impact factor: 4.390

5.  Virtual screening of integrase inhibitors by large scale binding free energy calculations: the SAMPL4 challenge.

Authors:  Emilio Gallicchio; Nanjie Deng; Peng He; Lauren Wickstrom; Alexander L Perryman; Daniel N Santiago; Stefano Forli; Arthur J Olson; Ronald M Levy
Journal:  J Comput Aided Mol Des       Date:  2014-02-07       Impact factor: 3.686

6.  Large scale affinity calculations of cyclodextrin host-guest complexes: Understanding the role of reorganization in the molecular recognition process.

Authors:  Lauren Wickstrom; Peng He; Emilio Gallicchio; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2013-07-09       Impact factor: 6.006

7.  Large-scale asynchronous and distributed multidimensional replica exchange molecular simulations and efficiency analysis.

Authors:  Junchao Xia; William F Flynn; Emilio Gallicchio; Bin W Zhang; Peng He; Zhiqiang Tan; Ronald M Levy
Journal:  J Comput Chem       Date:  2015-07-07       Impact factor: 3.376

8.  Role of Ligand Reorganization and Conformational Restraints on the Binding Free Energies of DAPY Non-Nucleoside Inhibitors to HIV Reverse Transcriptase.

Authors:  Emilio Gallicchio
Journal:  Comput Mol Biosci       Date:  2012-03

9.  A combined treatment of hydration and dynamical effects for the modeling of host-guest binding thermodynamics: the SAMPL5 blinded challenge.

Authors:  Rajat Kumar Pal; Kamran Haider; Divya Kaur; William Flynn; Junchao Xia; Ronald M Levy; Tetiana Taran; Lauren Wickstrom; Tom Kurtzman; Emilio Gallicchio
Journal:  J Comput Aided Mol Des       Date:  2016-09-30       Impact factor: 3.686

10.  Parameterization of an effective potential for protein-ligand binding from host-guest affinity data.

Authors:  Lauren Wickstrom; Nanjie Deng; Peng He; Ahmet Mentes; Crystal Nguyen; Michael K Gilson; Tom Kurtzman; Emilio Gallicchio; Ronald M Levy
Journal:  J Mol Recognit       Date:  2015-08-10       Impact factor: 2.137

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