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

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,...

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Published in:eLife
Main Authors: Abhishek Singharoy, Ivan Teo, Ryan McGreevy, John E Stone, Jianhua Zhao, Klaus Schulten
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2016-07-01
Subjects:
Online Access:https://elifesciences.org/articles/16105
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author Abhishek Singharoy
Ivan Teo
Ryan McGreevy
John E Stone
Jianhua Zhao
Klaus Schulten
author_facet Abhishek Singharoy
Ivan Teo
Ryan McGreevy
John E Stone
Jianhua Zhao
Klaus Schulten
author_sort Abhishek Singharoy
collection DOAJ
container_title eLife
description 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.
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spelling doaj-art-a634c22656b84df4bcb1ce5b496cfa362025-08-19T21:43:19ZengeLife Sciences Publications LtdeLife2050-084X2016-07-01510.7554/eLife.16105Molecular dynamics-based refinement and validation for sub-5 Å cryo-electron microscopy mapsAbhishek Singharoy0Ivan Teo1Ryan McGreevy2John E Stone3Jianhua Zhao4Klaus Schulten5https://orcid.org/0000-0001-7192-9632Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, United StatesBeckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, United States; Department of Physics, University of Illinois at Urbana-Champaign, Urbana, United StatesBeckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, United StatesBeckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, United StatesDepartment of Biochemistry and Biophysics, University of California San Francisco School of Medicine, San Francisco, United StatesBeckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, United States; Department of Physics, University of Illinois at Urbana-Champaign, Urbana, United StatesTwo 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.https://elifesciences.org/articles/16105cryoelectron microscopyhigh-resolutioncloud computinghybrid methodsB-factorsflexible fitting
spellingShingle Abhishek Singharoy
Ivan Teo
Ryan McGreevy
John E Stone
Jianhua Zhao
Klaus Schulten
Molecular dynamics-based refinement and validation for sub-5 Å cryo-electron microscopy maps
cryoelectron microscopy
high-resolution
cloud computing
hybrid methods
B-factors
flexible fitting
title Molecular dynamics-based refinement and validation for sub-5 Å cryo-electron microscopy maps
title_full Molecular dynamics-based refinement and validation for sub-5 Å cryo-electron microscopy maps
title_fullStr Molecular dynamics-based refinement and validation for sub-5 Å cryo-electron microscopy maps
title_full_unstemmed Molecular dynamics-based refinement and validation for sub-5 Å cryo-electron microscopy maps
title_short Molecular dynamics-based refinement and validation for sub-5 Å cryo-electron microscopy maps
title_sort molecular dynamics based refinement and validation for sub 5 a cryo electron microscopy maps
topic cryoelectron microscopy
high-resolution
cloud computing
hybrid methods
B-factors
flexible fitting
url https://elifesciences.org/articles/16105
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