Literature DB >> 27383269

Molecular dynamics-based refinement and validation for sub-5 Å cryo-electron microscopy maps.

Abhishek Singharoy1, Ivan Teo1,2, Ryan McGreevy1, John E Stone1, Jianhua Zhao3, Klaus Schulten1,2.   

Abstract

Two structure determination methods, based on the molecular dynamics flexible fitting (MDFF) paradigm, are presented that resolve sub-5 Å cryo-electron microscopy (EM) maps with either single structures or ensembles of such structures. The methods, denoted cascade MDFF and resolution exchange MDFF, sequentially re-refine a search model against a series of maps of progressively higher resolutions, which ends with the original experimental resolution. Application of sequential re-refinement enables MDFF to achieve a radius of convergence of ~25 Å demonstrated with the accurate modeling of β-galactosidase and TRPV1 proteins at 3.2 Å and 3.4 Å resolution, respectively. The MDFF refinements uniquely offer map-model validation and B-factor determination criteria based on the inherent dynamics of the macromolecules studied, captured by means of local root mean square fluctuations. The MDFF tools described are available to researchers through an easy-to-use and cost-effective cloud computing resource on Amazon Web Services.

Entities:  

Keywords:  B-factors; biophysics; cloud computing; computational biology; cryoelectron microscopy; flexible fitting; high-resolution; hybrid methods; none; structural biology; systems biology

Mesh:

Substances:

Year:  2016        PMID: 27383269      PMCID: PMC4990421          DOI: 10.7554/eLife.16105

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  75 in total

1.  Optimal determination of particle orientation, absolute hand, and contrast loss in single-particle electron cryomicroscopy.

Authors:  Peter B Rosenthal; Richard Henderson
Journal:  J Mol Biol       Date:  2003-10-31       Impact factor: 5.469

2.  Fitting low-resolution cryo-EM maps of proteins using constrained geometric simulations.

Authors:  Craig C Jolley; Stephen A Wells; Petra Fromme; M F Thorpe
Journal:  Biophys J       Date:  2007-11-09       Impact factor: 4.033

3.  CHARMM-GUI: a web-based graphical user interface for CHARMM.

Authors:  Sunhwan Jo; Taehoon Kim; Vidyashankara G Iyer; Wonpil Im
Journal:  J Comput Chem       Date:  2008-08       Impact factor: 3.376

4.  Cryo-EM Structures of the Magnesium Channel CorA Reveal Symmetry Break upon Gating.

Authors:  Doreen Matthies; Olivier Dalmas; Mario J Borgnia; Pawel K Dominik; Alan Merk; Prashant Rao; Bharat G Reddy; Shahidul Islam; Alberto Bartesaghi; Eduardo Perozo; Sriram Subramaniam
Journal:  Cell       Date:  2016-02-11       Impact factor: 41.582

5.  Structural model and excitonic properties of the dimeric RC-LH1-PufX complex from Rhodobacter sphaeroides.

Authors:  Melih Sener; Jen Hsin; Leonardo G Trabuco; Elizabeth Villa; Pu Qian; C Neil Hunter; Klaus Schulten
Journal:  Chem Phys       Date:  2009-02-23       Impact factor: 2.348

6.  Optimization of the additive CHARMM all-atom protein force field targeting improved sampling of the backbone φ, ψ and side-chain χ(1) and χ(2) dihedral angles.

Authors:  Robert B Best; Xiao Zhu; Jihyun Shim; Pedro E M Lopes; Jeetain Mittal; Michael Feig; Alexander D Mackerell
Journal:  J Chem Theory Comput       Date:  2012-07-18       Impact factor: 6.006

7.  Improving the accuracy of macromolecular structure refinement at 7 Å resolution.

Authors:  Axel T Brunger; Paul D Adams; Petra Fromme; Raimund Fromme; Michael Levitt; Gunnar F Schröder
Journal:  Structure       Date:  2012-06-06       Impact factor: 5.006

8.  Refinement of protein structures by iterative comparative modeling and CryoEM density fitting.

Authors:  Maya Topf; Matthew L Baker; Marc A Marti-Renom; Wah Chiu; Andrej Sali
Journal:  J Mol Biol       Date:  2006-02-02       Impact factor: 5.469

9.  Structural basis for stop codon recognition in eukaryotes.

Authors:  Alan Brown; Sichen Shao; Jason Murray; Ramanujan S Hegde; V Ramakrishnan
Journal:  Nature       Date:  2015-08-05       Impact factor: 49.962

10.  A structural model of the active ribosome-bound membrane protein insertase YidC.

Authors:  Stephan Wickles; Abhishek Singharoy; Jessica Andreani; Stefan Seemayer; Lukas Bischoff; Otto Berninghausen; Johannes Soeding; Klaus Schulten; Eli O van der Sluis; Roland Beckmann
Journal:  Elife       Date:  2014-07-10       Impact factor: 8.140

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  58 in total

1.  Variability of Protein Structure Models from Electron Microscopy.

Authors:  Lyman Monroe; Genki Terashi; Daisuke Kihara
Journal:  Structure       Date:  2017-03-02       Impact factor: 5.006

2.  Accelerating physical simulations of proteins by leveraging external knowledge.

Authors:  Alberto Perez; Joseph A Morrone; Ken A Dill
Journal:  Wiley Interdiscip Rev Comput Mol Sci       Date:  2017-04-19

3.  Cryo_fit: Democratization of flexible fitting for cryo-EM.

Authors:  Doo Nam Kim; Nigel W Moriarty; Serdal Kirmizialtin; Pavel V Afonine; Billy Poon; Oleg V Sobolev; Paul D Adams; Karissa Sanbonmatsu
Journal:  J Struct Biol       Date:  2019-07-03       Impact factor: 2.867

4.  Automated cryo-EM structure refinement using correlation-driven molecular dynamics.

Authors:  Maxim Igaev; Carsten Kutzner; Lars V Bock; Andrea C Vaiana; Helmut Grubmüller
Journal:  Elife       Date:  2019-03-04       Impact factor: 8.140

5.  Data-guided Multi-Map variables for ensemble refinement of molecular movies.

Authors:  John W Vant; Daipayan Sarkar; Ellen Streitwieser; Giacomo Fiorin; Robert Skeel; Josh V Vermaas; Abhishek Singharoy
Journal:  J Chem Phys       Date:  2020-12-07       Impact factor: 3.488

Review 6.  Hybrid methods for combined experimental and computational determination of protein structure.

Authors:  Justin T Seffernick; Steffen Lindert
Journal:  J Chem Phys       Date:  2020-12-28       Impact factor: 3.488

7.  Large-Scale Molecular Dynamics Simulations of Cellular Compartments.

Authors:  Eric Wilson; John Vant; Jacob Layton; Ryan Boyd; Hyungro Lee; Matteo Turilli; Benjamín Hernández; Sean Wilkinson; Shantenu Jha; Chitrak Gupta; Daipayan Sarkar; Abhishek Singharoy
Journal:  Methods Mol Biol       Date:  2021

8.  Flexible Fitting of Atomic Models into Cryo-EM Density Maps Guided by Helix Correspondences.

Authors:  Hang Dou; Derek W Burrows; Matthew L Baker; Tao Ju
Journal:  Biophys J       Date:  2017-06-20       Impact factor: 4.033

Review 9.  Cryo-EM in drug discovery: achievements, limitations and prospects.

Authors:  Jean-Paul Renaud; Ashwin Chari; Claudio Ciferri; Wen-Ti Liu; Hervé-William Rémigy; Holger Stark; Christian Wiesmann
Journal:  Nat Rev Drug Discov       Date:  2018-06-08       Impact factor: 84.694

10.  Constructing atomic structural models into cryo-EM densities using molecular dynamics - Pros and cons.

Authors:  Yuhang Wang; Mrinal Shekhar; Darren Thifault; Christopher J Williams; Ryan McGreevy; Jane Richardson; Abhishek Singharoy; Emad Tajkhorshid
Journal:  J Struct Biol       Date:  2018-08-07       Impact factor: 2.867

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