Literature DB >> 21561098

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

Nan-jie Deng1, Weihua Zheng, Emillio Gallicchio, Ronald M Levy.   

Abstract

The conformational dynamics in the flaps of HIV-1 protease plays a crucial role in the mechanism of substrate binding. We develop a kinetic network model, constructed from detailed atomistic simulations, to determine the kinetic mechanisms of the conformational transitions in HIV-1 PR. To overcome the time scale limitation of conventional molecular dynamics (MD) simulations, our method combines replica exchange MD with transition path theory (TPT) to study the diversity and temperature dependence of the pathways connecting functionally important states of the protease. At low temperatures the large-scale flap opening is dominated by a small number of paths; at elevated temperatures the transition occurs through many structurally heterogeneous routes. The expanded conformation in the crystal structure 1TW7 is found to closely mimic a key intermediate in the flap-opening pathways at low temperature. We investigated the different transition mechanisms between the semi-open and closed forms. The calculated relaxation times reveal fast semi-open ↔ closed transitions, and infrequently the flaps fully open. The ligand binding rate predicted from this kinetic model increases by 38-fold from 285 to 309 K, which is in general agreement with experiments. To our knowledge, this is the first application of a network model constructed from atomistic simulations together with TPT to analyze conformational changes between different functional states of a natively folded protein.

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Year:  2011        PMID: 21561098      PMCID: PMC3116037          DOI: 10.1021/ja2008032

Source DB:  PubMed          Journal:  J Am Chem Soc        ISSN: 0002-7863            Impact factor:   15.419


  50 in total

1.  "Wide-open" 1.3 A structure of a multidrug-resistant HIV-1 protease as a drug target.

Authors:  Philip Martin; John F Vickrey; Gheorghe Proteasa; Yurytzy L Jimenez; Zdzislaw Wawrzak; Mark A Winters; Thomas C Merigan; Ladislau C Kovari
Journal:  Structure       Date:  2005-12       Impact factor: 5.006

2.  HIV-1 protease flaps spontaneously close to the correct structure in simulations following manual placement of an inhibitor into the open state.

Authors:  Viktor Hornak; Asim Okur; Robert C Rizzo; Carlos Simmerling
Journal:  J Am Chem Soc       Date:  2006-03-08       Impact factor: 15.419

3.  Using massively parallel simulation and Markovian models to study protein folding: examining the dynamics of the villin headpiece.

Authors:  Guha Jayachandran; V Vishal; Vijay S Pande
Journal:  J Chem Phys       Date:  2006-04-28       Impact factor: 3.488

4.  Coarse master equation from Bayesian analysis of replica molecular dynamics simulations.

Authors:  Saravanapriyan Sriraman; Ioannis G Kevrekidis; Gerhard Hummer
Journal:  J Phys Chem B       Date:  2005-04-14       Impact factor: 2.991

5.  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

6.  HIV-1 protease flaps spontaneously open and reclose in molecular dynamics simulations.

Authors:  Viktor Hornak; Asim Okur; Robert C Rizzo; Carlos Simmerling
Journal:  Proc Natl Acad Sci U S A       Date:  2006-01-17       Impact factor: 11.205

Review 7.  Targeting structural flexibility in HIV-1 protease inhibitor binding.

Authors:  Viktor Hornak; Carlos Simmerling
Journal:  Drug Discov Today       Date:  2006-12-20       Impact factor: 7.851

8.  The open structure of a multi-drug-resistant HIV-1 protease is stabilized by crystal packing contacts.

Authors:  Melinda Layten; Viktor Hornak; Carlos Simmerling
Journal:  J Am Chem Soc       Date:  2006-10-18       Impact factor: 15.419

9.  Gated binding of ligands to HIV-1 protease: Brownian dynamics simulations in a coarse-grained model.

Authors:  Chia-En Chang; Tongye Shen; Joanna Trylska; Valentina Tozzini; J Andrew McCammon
Journal:  Biophys J       Date:  2006-03-13       Impact factor: 4.033

10.  Restrained molecular dynamics simulations of HIV-1 protease: the first step in validating a new target for drug design.

Authors:  Alexander L Perryman; Jung-Hsin Lin; J Andrew McCammon
Journal:  Biopolymers       Date:  2006-06-15       Impact factor: 2.505

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  28 in total

1.  Extracting intrinsic dynamic parameters of biomolecular folding from single-molecule force spectroscopy experiments.

Authors:  Gi-Moon Nam; Dmitrii E Makarov
Journal:  Protein Sci       Date:  2015-07-14       Impact factor: 6.725

2.  Conformational Transitions and Convergence of Absolute Binding Free Energy Calculations.

Authors:  Mauro Lapelosa; Emilio Gallicchio; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2012-01-10       Impact factor: 6.006

3.  Mechanism of the Association Pathways for a Pair of Fast and Slow Binding Ligands of HIV-1 Protease.

Authors:  Yu-Ming M Huang; Mark Anthony V Raymundo; Wei Chen; Chia-En A Chang
Journal:  Biochemistry       Date:  2017-02-21       Impact factor: 3.162

4.  Event detection and sub-state discovery from biomolecular simulations using higher-order statistics: application to enzyme adenylate kinase.

Authors:  Arvind Ramanathan; Andrej J Savol; Pratul K Agarwal; Chakra S Chennubhotla
Journal:  Proteins       Date:  2012-08-08

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.  Transition path theory analysis of c-Src kinase activation.

Authors:  Yilin Meng; Diwakar Shukla; Vijay S Pande; Benoît Roux
Journal:  Proc Natl Acad Sci U S A       Date:  2016-08-01       Impact factor: 11.205

7.  Stratified UWHAM and Its Stochastic Approximation for Multicanonical Simulations Which Are Far from Equilibrium.

Authors:  Bin W Zhang; Nanjie Deng; Zhiqiang Tan; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2017-09-28       Impact factor: 6.006

8.  How kinetics within the unfolded state affects protein folding: an analysis based on markov state models and an ultra-long MD trajectory.

Authors:  Nan-jie Deng; Wei Dai; Ronald M Levy
Journal:  J Phys Chem B       Date:  2013-06-13       Impact factor: 2.991

9.  Connecting free energy surfaces in implicit and explicit solvent: an efficient method to compute conformational and solvation free energies.

Authors:  Nanjie Deng; Bin W Zhang; Ronald M Levy
Journal:  J Chem Theory Comput       Date:  2015-06-09       Impact factor: 6.006

10.  NMR relaxation in proteins with fast internal motions and slow conformational exchange: model-free framework and Markov state simulations.

Authors:  Junchao Xia; Nan-jie Deng; Ronald M Levy
Journal:  J Phys Chem B       Date:  2013-05-28       Impact factor: 2.991

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