Literature DB >> 25147485

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

Lauren Wickstrom1, Peng He2, Emilio Gallicchio2, Ronald M Levy2.   

Abstract

Host-guest inclusion complexes are useful models for understanding the structural and energetic aspects of molecular recognition. Due to their small size relative to much larger protein-ligand complexes, converged results can be obtained rapidly for these systems thus offering the opportunity to more reliably study fundamental aspects of the thermodynamics of binding. In this work, we have performed a large scale binding affinity survey of 57 β-cyclodextrin (CD) host guest systems using the binding energy distribution analysis method (BEDAM) with implicit solvation (OPLS-AA/AGBNP2). Converged estimates of the standard binding free energies are obtained for these systems by employing techniques such as parallel Hamitionian replica exchange molecular dynamics, conformational reservoirs and multistate free energy estimators. Good agreement with experimental measurements is obtained in terms of both numerical accuracy and affinity rankings. Overall, average effective binding energies reproduce affinity rank ordering better than the calculated binding affinities, even though calculated binding free energies, which account for effects such as conformational strain and entropy loss upon binding, provide lower root mean square errors when compared to measurements. Interestingly, we find that binding free energies are superior rank order predictors for a large subset containing the most flexible guests. The results indicate that, while challenging, accurate modeling of reorganization effects can lead to ligand design models of superior predictive power for rank ordering relative to models based only on ligand-receptor interaction energies.

Entities:  

Keywords:  Binding free energy; cyclodextrin; entropy; reorganization; replica exchange

Year:  2013        PMID: 25147485      PMCID: PMC4137772          DOI: 10.1021/ct400003r

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


  88 in total

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2.  Improving Convergence of Replica-Exchange Simulations through Coupling to a High-Temperature Structure Reservoir.

Authors:  Asim Okur; Daniel R Roe; Guanglei Cui; Viktor Hornak; Carlos Simmerling
Journal:  J Chem Theory Comput       Date:  2007-03       Impact factor: 6.006

3.  Prediction of Absolute Solvation Free Energies using Molecular Dynamics Free Energy Perturbation and the OPLS Force Field.

Authors:  Devleena Shivakumar; Joshua Williams; Yujie Wu; Wolfgang Damm; John Shelley; Woody Sherman
Journal:  J Chem Theory Comput       Date:  2010-04-14       Impact factor: 6.006

4.  Coupling of replica exchange simulations to a non-Boltzmann structure reservoir.

Authors:  Adrian E Roitberg; Asim Okur; Carlos Simmerling
Journal:  J Phys Chem B       Date:  2007-02-15       Impact factor: 2.991

5.  Grid inhomogeneous solvation theory: hydration structure and thermodynamics of the miniature receptor cucurbit[7]uril.

Authors:  Crystal N Nguyen; Tom Kurtzman Young; Michael K Gilson
Journal:  J Chem Phys       Date:  2012-07-28       Impact factor: 3.488

6.  The linear interaction energy method for the prediction of protein stability changes upon mutation.

Authors:  Lauren Wickstrom; Emilio Gallicchio; Ronald M Levy
Journal:  Proteins       Date:  2011-10-31

Review 7.  In search of a novel anti-HIV drug: multidisciplinary coordination in the discovery of 4-[[4-[[4-[(1E)-2-cyanoethenyl]-2,6-dimethylphenyl]amino]-2- pyrimidinyl]amino]benzonitrile (R278474, rilpivirine).

Authors:  Paul A J Janssen; Paul J Lewi; Eddy Arnold; Frits Daeyaert; Marc de Jonge; Jan Heeres; Luc Koymans; Maarten Vinkers; Jérôme Guillemont; Elisabeth Pasquier; Mike Kukla; Don Ludovici; Koen Andries; Marie-Pierre de Béthune; Rudi Pauwels; Kalyan Das; Art D Clark; Yulia Volovik Frenkel; Stephen H Hughes; Bart Medaer; Fons De Knaep; Hilde Bohets; Fred De Clerck; Ann Lampo; Peter Williams; Paul Stoffels
Journal:  J Med Chem       Date:  2005-03-24       Impact factor: 7.446

8.  Thermodynamic integration to predict host-guest binding affinities.

Authors:  Morgan Lawrenz; Jeff Wereszczynski; Juan Manuel Ortiz-Sánchez; Sara E Nichols; J Andrew McCammon
Journal:  J Comput Aided Mol Des       Date:  2012-02-16       Impact factor: 3.686

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.  Thermodynamics of buried water clusters at a protein-ligand binding interface.

Authors:  Zheng Li; Themis Lazaridis
Journal:  J Phys Chem B       Date:  2006-01-26       Impact factor: 2.991

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  32 in total

1.  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

2.  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

3.  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

Review 4.  Relationship between Solvation Thermodynamics from IST and DFT Perspectives.

Authors:  Ronald M Levy; Di Cui; Bin W Zhang; Nobuyuki Matubayasi
Journal:  J Phys Chem B       Date:  2017-02-28       Impact factor: 2.991

5.  Toward Improved Force-Field Accuracy through Sensitivity Analysis of Host-Guest Binding Thermodynamics.

Authors:  Jian Yin; Andrew T Fenley; Niel M Henriksen; Michael K Gilson
Journal:  J Phys Chem B       Date:  2015-08-05       Impact factor: 2.991

6.  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

7.  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

8.  Protein-Ligand Electrostatic Binding Free Energies from Explicit and Implicit Solvation.

Authors:  Saeed Izadi; Boris Aguilar; Alexey V Onufriev
Journal:  J Chem Theory Comput       Date:  2015-08-21       Impact factor: 6.006

9.  Binding enthalpy calculations for a neutral host-guest pair yield widely divergent salt effects across water models.

Authors:  Kaifu Gao; Jian Yin; Niel M Henriksen; Andrew T Fenley; Michael K Gilson
Journal:  J Chem Theory Comput       Date:  2015-09-18       Impact factor: 6.006

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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