Literature DB >> 24863533

REMD and umbrella sampling simulations to probe the energy barrier of the folding pathways of engrailed homeodomain.

Vinod Jani1, Uddhavesh B Sonavane, Rajendra Joshi.   

Abstract

Proteins fold by diverse pathways which depend on the energy barriers involved in reaching different intermediates. There has been a lot of development in the theoretical aspects of protein folding, from force-field to simulation techniques. One such simulation approach is replica exchange molecular dynamics simulation (REMD), which provides an efficient conformational sampling method to understand the events involved in protein folding. In this study, an attempt is made to explore the folding funnel of engrailed homeodomain protein (EnHD) using REMD simulations. EnHD is a 54 residue long helix bundle protein which has a folding time of about 15 μs. The protein was represented using the Amber United atom model in order to reduce the system size which helped to speed up the simulation. Individual replicas were simulated for 1.4-2 μs making cumulative time of more than 100 μs of REMD simulations. Free energy analysis was carried out to understand the folding behavior of EnHD protein. Effects of temperature range and exchange frequency in REMD simulations have been explored. In addition to this, multiple umbrella sampling (US) simulations of a total of 320 ns were also carried out, followed by weighted histogram analysis method (WHAM) to investigate the energy barriers involved during the folding of various intermediates. US studies were also carried on mutational variants of EnHD protein to see effect of the mutations on the folding pathway of the protein. The use of US technique may be helpful for predicting fast folding mutants or protein engineering. The combination of REMD with US may help in understanding the energetics between multiple pathways of fast folding proteins and their mutant counterparts.

Entities:  

Year:  2014        PMID: 24863533     DOI: 10.1007/s00894-014-2283-8

Source DB:  PubMed          Journal:  J Mol Model        ISSN: 0948-5023            Impact factor:   1.810


  46 in total

1.  Viewing protein folding from many perspectives.

Authors:  Charles L Brooks
Journal:  Proc Natl Acad Sci U S A       Date:  2002-02-05       Impact factor: 11.205

2.  Unifying features in protein-folding mechanisms.

Authors:  Stefano Gianni; Nicholas R Guydosh; Faaizah Khan; Teresa D Caldas; Ugo Mayor; George W N White; Mari L DeMarco; Valerie Daggett; Alan R Fersht
Journal:  Proc Natl Acad Sci U S A       Date:  2003-10-31       Impact factor: 11.205

3.  Insights into the folding pathway of the Engrailed Homeodomain protein using replica exchange molecular dynamics simulations.

Authors:  Shruti Koulgi; Uddhavesh Sonavane; Rajendra Joshi
Journal:  J Mol Graph Model       Date:  2010-10-08       Impact factor: 2.518

4.  Solution structure of a protein denatured state and folding intermediate.

Authors:  T L Religa; J S Markson; U Mayor; S M V Freund; A R Fersht
Journal:  Nature       Date:  2005-10-13       Impact factor: 49.962

5.  Toward high-resolution de novo structure prediction for small proteins.

Authors:  Philip Bradley; Kira M S Misura; David Baker
Journal:  Science       Date:  2005-09-16       Impact factor: 47.728

6.  Two-stage folding of HP-35 from ab initio simulations.

Authors:  Hongxing Lei; Yong Duan
Journal:  J Mol Biol       Date:  2007-04-20       Impact factor: 5.469

7.  Exchange frequency in replica exchange molecular dynamics.

Authors:  Daniel Sindhikara; Yilin Meng; Adrian E Roitberg
Journal:  J Chem Phys       Date:  2008-01-14       Impact factor: 3.488

8.  A test on peptide stability of AMBER force fields with implicit solvation.

Authors:  M Scott Shell; Ryan Ritterson; Ken A Dill
Journal:  J Phys Chem B       Date:  2008-05-10       Impact factor: 2.991

9.  Convergence and error estimation in free energy calculations using the weighted histogram analysis method.

Authors:  Fangqiang Zhu; Gerhard Hummer
Journal:  J Comput Chem       Date:  2011-11-23       Impact factor: 3.376

10.  Malleability of folding intermediates in the homeodomain superfamily.

Authors:  Wiktor Banachewicz; Tomasz L Religa; R D Schaeffer; Valerie Daggett; Alan R Fersht
Journal:  Proc Natl Acad Sci U S A       Date:  2011-03-21       Impact factor: 11.205

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  5 in total

1.  Traversing the folding pathway of proteins using temperature-aided cascade molecular dynamics with conformation-dependent charges.

Authors:  Vinod Jani; Uddhavesh Sonavane; Rajendra Joshi
Journal:  Eur Biophys J       Date:  2016-02-13       Impact factor: 1.733

2.  Coupled Mutations-Enabled Glycerol Transportation in an Aquaporin Z Mutant.

Authors:  Zhi Ping; Feng Zhou; Xin Lin; Haibin Su
Journal:  ACS Omega       Date:  2018-04-12

3.  Exploring the Origin of Differential Binding Affinities of Human Tubulin Isotypes αβII, αβIII and αβIV for DAMA-Colchicine Using Homology Modelling, Molecular Docking and Molecular Dynamics Simulations.

Authors:  Bajarang Vasant Kumbhar; Anubhaw Borogaon; Dulal Panda; Ambarish Kunwar
Journal:  PLoS One       Date:  2016-05-26       Impact factor: 3.240

4.  Significance of NS5B Substitutions in Genotype 1b Hepatitis C Virus Evaluated by Bioinformatics Analysis.

Authors:  Yoshihito Uchida; Shugo Nakamura; Jun-Ichi Kouyama; Kayoko Naiki; Daisuke Motoya; Kayoko Sugawara; Mie Inao; Yukinori Imai; Nobuaki Nakayama; Tomoaki Tomiya; Charlotte Hedskog; Diana Brainard; Hongmei Mo; Satoshi Mochida
Journal:  Sci Rep       Date:  2018-06-11       Impact factor: 4.379

Review 5.  Influence of various parameters in the replica-exchange molecular dynamics method: Number of replicas, replica-exchange frequency, and thermostat coupling time constant.

Authors:  Ryosuke Iwai; Kota Kasahara; Takuya Takahashi
Journal:  Biophys Physicobiol       Date:  2018-08-08
  5 in total

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