Literature DB >> 20656696

Comparing experimental and computational alanine scanning techniques for probing a prototypical protein-protein interaction.

Richard T Bradshaw1, Bhavesh H Patel, Edward W Tate, Robin J Leatherbarrow, Ian R Gould.   

Abstract

The central role of protein-protein interactions in a wide range of cellular processes makes them a target for research and drug discovery. A variety of methods, both experimental and theoretical, exist for probing protein interfaces for residues that affect activity and binding affinity. Using as an example a protein-protein complex between trypsin and a nine-residue synthetic peptide, we experimentally assay-binding affinities for a variety of mutants and determine their relative free energy of binding, ΔΔG, to rank the importance of interface residues to binding. We then compare how accurately, precisely and reliably computational methods for calculating ΔΔG can replicate these results. We find that a 'post-process alanine scanning' protocol of a single native complex trajectory gives results with better accuracy than running separate molecular dynamics (MD) trajectories for individual mutants. Compared across 10 independent simulations, we find that results from the post-process alanine scanning are also more precise and are obtained over five times faster than their equivalent with the 'full MD' protocol. These results suggest that, although not suitable in every case, post-process alanine scanning is a useful and reliable tool in predicting important residues at protein interfaces with potential for modulation.

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Year:  2010        PMID: 20656696     DOI: 10.1093/protein/gzq047

Source DB:  PubMed          Journal:  Protein Eng Des Sel        ISSN: 1741-0126            Impact factor:   1.650


  21 in total

Review 1.  Approaches for probing the sequence space of substrates recognized by molecular chaperones.

Authors:  Pradeep Kota; Nikolay V Dokholyan
Journal:  Methods       Date:  2010-12-30       Impact factor: 3.608

2.  Active-state models of ternary GPCR complexes: determinants of selective receptor-G-protein coupling.

Authors:  Ralf C Kling; Harald Lanig; Timothy Clark; Peter Gmeiner
Journal:  PLoS One       Date:  2013-06-24       Impact factor: 3.240

3.  Interrogation of the protein-protein interactions between human BRCA2 BRC repeats and RAD51 reveals atomistic determinants of affinity.

Authors:  Daniel J Cole; Eeson Rajendra; Meredith Roberts-Thomson; Bryn Hardwick; Grahame J McKenzie; Mike C Payne; Ashok R Venkitaraman; Chris-Kriton Skylaris
Journal:  PLoS Comput Biol       Date:  2011-07-14       Impact factor: 4.475

4.  Protein docking prediction using predicted protein-protein interface.

Authors:  Bin Li; Daisuke Kihara
Journal:  BMC Bioinformatics       Date:  2012-01-10       Impact factor: 3.169

5.  Increasing affinity of interferon-γ receptor 1 to interferon-γ by computer-aided design.

Authors:  Pavel Mikulecký; Jiří Cerný; Lada Biedermannová; Hana Petroková; Milan Kuchař; Jiří Vondrášek; Petr Malý; Peter Šebo; Bohdan Schneider
Journal:  Biomed Res Int       Date:  2013-10-02       Impact factor: 3.411

6.  Exploring PHD fingers and H3K4me0 interactions with molecular dynamics simulations and binding free energy calculations: AIRE-PHD1, a comparative study.

Authors:  Dimitrios Spiliotopoulos; Andrea Spitaleri; Giovanna Musco
Journal:  PLoS One       Date:  2012-10-15       Impact factor: 3.240

7.  BeAtMuSiC: Prediction of changes in protein-protein binding affinity on mutations.

Authors:  Yves Dehouck; Jean Marc Kwasigroch; Marianne Rooman; Dimitri Gilis
Journal:  Nucleic Acids Res       Date:  2013-05-30       Impact factor: 16.971

8.  A computational approach for exploring carbohydrate recognition by lectins in innate immunity.

Authors:  Mark Agostino; Elizabeth Yuriev; Paul A Ramsland
Journal:  Front Immunol       Date:  2011-06-28       Impact factor: 7.561

Review 9.  Overcoming Chemical, Biological, and Computational Challenges in the Development of Inhibitors Targeting Protein-Protein Interactions.

Authors:  Luca Laraia; Grahame McKenzie; David R Spring; Ashok R Venkitaraman; David J Huggins
Journal:  Chem Biol       Date:  2015-06-18

10.  Predicting the Impact of Missense Mutations on Protein-Protein Binding Affinity.

Authors:  Minghui Li; Marharyta Petukh; Emil Alexov; Anna R Panchenko
Journal:  J Chem Theory Comput       Date:  2014-02-27       Impact factor: 6.006

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