Literature DB >> 20836533

Renormalizing SMD: the renormalization approach and its use in long time simulations and accelerated PMF calculations of macromolecules.

Anatoly Dryga1, Arieh Warshel.   

Abstract

Simulations of long time process in condensed phases, in general, and in biomolecules, in particular, present a major challenge that cannot be overcome at present by brute force molecular dynamics (MD) approaches. This work takes the renormalization method, intruded by us sometime ago, and establishes its reliability and potential in extending the time scale of molecular simulations. The validation involves a truncated gramicidin system in the gas phase. This system is small enough to allow for very long explicit simulations and sufficiently complex to present the physics of realistic ion channels. The renormalization approach is found to be reliable and arguably presents the first approach that allows one to exploit the otherwise problematic steered molecular dynamics (SMD) treatments in quantitative and meaningful studies. It is established that we can reproduce the long time behavior of large systems by using Langevin dynamics (LD) simulations of a renormalized implicit model. This is done without spending the enormous time needed to obtain such trajectories in the explicit system. The present study also provides a promising advance in accelerated evaluation of free energy barriers. This is done by adjusting the effective potential in the implicit model to reproduce the same passage time as that obtained in the explicit model under the influence of an external force. Here having a reasonable effective friction provides a way to extract the potential of mean force (PMF) without investing the time needed for regular PMF calculations. The renormalization approach, which is illustrated here in realistic calculations, is expected to provide a major help in studies of complex landscapes and in exploring long time dynamics of biomolecules.

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Year:  2010        PMID: 20836533      PMCID: PMC2948080          DOI: 10.1021/jp1056122

Source DB:  PubMed          Journal:  J Phys Chem B        ISSN: 1520-5207            Impact factor:   2.991


  26 in total

1.  Simulations of ion current in realistic models of ion channels: the KcsA potassium channel.

Authors:  A Burykin; C N Schutz; J Villá; A Warshel
Journal:  Proteins       Date:  2002-05-15

2.  Role of conformation transitions in adenylate kinase.

Authors:  Martin Karplus
Journal:  Proc Natl Acad Sci U S A       Date:  2010-04-27       Impact factor: 11.205

3.  Free energy surfaces from single-molecule force spectroscopy.

Authors:  Gerhard Hummer; Attila Szabo
Journal:  Acc Chem Res       Date:  2005-07       Impact factor: 22.384

Review 4.  Modeling electrostatic effects in proteins.

Authors:  Arieh Warshel; Pankaz K Sharma; Mitsunori Kato; William W Parson
Journal:  Biochim Biophys Acta       Date:  2006-08-25

5.  Bicycle-pedal model for the first step in the vision process.

Authors:  A Warshel
Journal:  Nature       Date:  1976-04-22       Impact factor: 49.962

6.  Exploring the role of large conformational changes in the fidelity of DNA polymerase beta.

Authors:  Yun Xiang; Myron F Goodman; William A Beard; Samuel H Wilson; Arieh Warshel
Journal:  Proteins       Date:  2008-01-01

7.  Single molecule conformational dynamics of adenylate kinase: energy landscape, structural correlations, and transition state ensembles.

Authors:  Qiang Lu; Jin Wang
Journal:  J Am Chem Soc       Date:  2008-03-14       Impact factor: 15.419

8.  Predicting the reaction coordinates of millisecond light-induced conformational changes in photoactive yellow protein.

Authors:  Jocelyne Vreede; Jarek Juraszek; Peter G Bolhuis
Journal:  Proc Natl Acad Sci U S A       Date:  2010-01-26       Impact factor: 11.205

9.  Origin of the temperature dependence of isotope effects in enzymatic reactions: the case of dihydrofolate reductase.

Authors:  Hanbin Liu; Arieh Warshel
Journal:  J Phys Chem B       Date:  2007-06-16       Impact factor: 2.991

10.  Multiscale simulations of protein landscapes: using coarse-grained models as reference potentials to full explicit models.

Authors:  Benjamin M Messer; Maite Roca; Zhen T Chu; Spyridon Vicatos; Alexandra Vardi Kilshtain; Arieh Warshel
Journal:  Proteins       Date:  2010-04
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  13 in total

1.  Dominant folding pathways of a WW domain.

Authors:  Silvio A Beccara; Tatjana Škrbić; Roberto Covino; Pietro Faccioli
Journal:  Proc Natl Acad Sci U S A       Date:  2012-01-26       Impact factor: 11.205

2.  Electrostatic origin of the unidirectionality of walking myosin V motors.

Authors:  Shayantani Mukherjee; Arieh Warshel
Journal:  Proc Natl Acad Sci U S A       Date:  2013-10-08       Impact factor: 11.205

3.  Multiscale modeling of biological functions: from enzymes to molecular machines (Nobel Lecture).

Authors:  Arieh Warshel
Journal:  Angew Chem Int Ed Engl       Date:  2014-07-24       Impact factor: 15.336

4.  Realistic simulations of the coupling between the protomotive force and the mechanical rotation of the F0-ATPase.

Authors:  Shayantani Mukherjee; Arieh Warshel
Journal:  Proc Natl Acad Sci U S A       Date:  2012-08-27       Impact factor: 11.205

Review 5.  Modeling and simulation of ion channels.

Authors:  Christopher Maffeo; Swati Bhattacharya; Jejoong Yoo; David Wells; Aleksei Aksimentiev
Journal:  Chem Rev       Date:  2012-10-04       Impact factor: 60.622

6.  Coarse-grained simulations of the gating current in the voltage-activated Kv1.2 channel.

Authors:  Ilsoo Kim; Arieh Warshel
Journal:  Proc Natl Acad Sci U S A       Date:  2014-01-24       Impact factor: 11.205

7.  Converting structural information into an allosteric-energy-based picture for elongation factor Tu activation by the ribosome.

Authors:  Andrew J Adamczyk; Arieh Warshel
Journal:  Proc Natl Acad Sci U S A       Date:  2011-05-26       Impact factor: 11.205

8.  Paradynamics: an effective and reliable model for ab initio QM/MM free-energy calculations and related tasks.

Authors:  Nikolay V Plotnikov; Shina C L Kamerlin; Arieh Warshel
Journal:  J Phys Chem B       Date:  2011-05-27       Impact factor: 2.991

Review 9.  Principles and Overview of Sampling Methods for Modeling Macromolecular Structure and Dynamics.

Authors:  Tatiana Maximova; Ryan Moffatt; Buyong Ma; Ruth Nussinov; Amarda Shehu
Journal:  PLoS Comput Biol       Date:  2016-04-28       Impact factor: 4.475

10.  Exploring the activation pathway and Gi-coupling specificity of the μ-opioid receptor.

Authors:  Dibyendu Mondal; Vesselin Kolev; Arieh Warshel
Journal:  Proc Natl Acad Sci U S A       Date:  2020-10-05       Impact factor: 11.205

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