Literature DB >> 27119636

StructMap: Elastic Distance Analysis of Electron Microscopy Maps for Studying Conformational Changes.

Carlos Oscar Sanchez Sorzano1, Ana Lucia Alvarez-Cabrera1, Mohsen Kazemi1, Jose María Carazo1, Slavica Jonić2.   

Abstract

Single-particle electron microscopy (EM) has been shown to be very powerful for studying structures and associated conformational changes of macromolecular complexes. In the context of analyzing conformational changes of complexes, distinct EM density maps obtained by image analysis and three-dimensional (3D) reconstruction are usually analyzed in 3D for interpretation of structural differences. However, graphic visualization of these differences based on a quantitative analysis of elastic transformations (deformations) among density maps has not been done yet due to a lack of appropriate methods. Here, we present an approach that allows such visualization. This approach is based on statistical analysis of distances among elastically aligned pairs of EM maps (one map is deformed to fit the other map), and results in visualizing EM maps as points in a lower-dimensional distance space. The distances among points in the new space can be analyzed in terms of clusters or trajectories of points related to potential conformational changes. The results of the method are shown with synthetic and experimental EM maps at different resolutions.
Copyright © 2016 Biophysical Society. Published by Elsevier Inc. All rights reserved.

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Year:  2016        PMID: 27119636      PMCID: PMC4850348          DOI: 10.1016/j.bpj.2016.03.019

Source DB:  PubMed          Journal:  Biophys J        ISSN: 0006-3495            Impact factor:   4.033


  34 in total

1.  Large Amplitude Elastic Motions in Proteins from a Single-Parameter, Atomic Analysis.

Authors: 
Journal:  Phys Rev Lett       Date:  1996-08-26       Impact factor: 9.161

2.  Mega-Dalton biomolecular motion captured from electron microscopy reconstructions.

Authors:  Pablo Chacón; Florence Tama; Willy Wriggers
Journal:  J Mol Biol       Date:  2003-02-14       Impact factor: 5.469

3.  Exploring global distortions of biological macromolecules and assemblies from low-resolution structural information and elastic network theory.

Authors:  Florence Tama; Willy Wriggers; Charles L Brooks
Journal:  J Mol Biol       Date:  2002-08-09       Impact factor: 5.469

4.  Flexible multi-scale fitting of atomic structures into low-resolution electron density maps with elastic network normal mode analysis.

Authors:  Florence Tama; Osamu Miyashita; Charles L Brooks
Journal:  J Mol Biol       Date:  2004-04-02       Impact factor: 5.469

5.  Unsupervised classification of single particles by cluster tracking in multi-dimensional space.

Authors:  Jie Fu; Haixiao Gao; Joachim Frank
Journal:  J Struct Biol       Date:  2006-07-21       Impact factor: 2.867

6.  Image processing for electron microscopy single-particle analysis using XMIPP.

Authors:  Sjors H W Scheres; Rafael Núñez-Ramírez; Carlos O S Sorzano; José María Carazo; Roberto Marabini
Journal:  Nat Protoc       Date:  2008       Impact factor: 13.491

7.  Trajectories of the ribosome as a Brownian nanomachine.

Authors:  Ali Dashti; Peter Schwander; Robert Langlois; Russell Fung; Wen Li; Ahmad Hosseinizadeh; Hstau Y Liao; Jesper Pallesen; Gyanesh Sharma; Vera A Stupina; Anne E Simon; Jonathan D Dinman; Joachim Frank; Abbas Ourmazd
Journal:  Proc Natl Acad Sci U S A       Date:  2014-11-24       Impact factor: 11.205

8.  Modeling conformational ensembles of slow functional motions in Pin1-WW.

Authors:  Faruck Morcos; Santanu Chatterjee; Christopher L McClendon; Paul R Brenner; Roberto López-Rendón; John Zintsmaster; Maria Ercsey-Ravasz; Christopher R Sweet; Matthew P Jacobson; Jeffrey W Peng; Jesús A Izaguirre
Journal:  PLoS Comput Biol       Date:  2010-12-02       Impact factor: 4.475

9.  Detection and separation of heterogeneity in molecular complexes by statistical analysis of their two-dimensional projections.

Authors:  Nadav Elad; Daniel K Clare; Helen R Saibil; Elena V Orlova
Journal:  J Struct Biol       Date:  2007-11-22       Impact factor: 2.867

10.  Coordinated movement of cytoplasmic and transmembrane domains of RyR1 upon gating.

Authors:  Montserrat Samsó; Wei Feng; Isaac N Pessah; P D Allen
Journal:  PLoS Biol       Date:  2009-04-14       Impact factor: 8.029

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  9 in total

1.  Hybrid Electron Microscopy Normal Mode Analysis with Scipion.

Authors:  Mohamad Harastani; Carlos Oscar S Sorzano; Slavica Jonić
Journal:  Protein Sci       Date:  2019-11-20       Impact factor: 6.725

Review 2.  Emerging Themes in CryoEM─Single Particle Analysis Image Processing.

Authors:  Jose Luis Vilas; Jose Maria Carazo; Carlos Oscar S Sorzano
Journal:  Chem Rev       Date:  2022-07-04       Impact factor: 72.087

3.  Visualizing Conformational Space of Functional Biomolecular Complexes by Deep Manifold Learning.

Authors:  Zhaolong Wu; Enbo Chen; Shuwen Zhang; Yinping Ma; Youdong Mao
Journal:  Int J Mol Sci       Date:  2022-08-09       Impact factor: 6.208

4.  The first single particle analysis Map Challenge: A summary of the assessments.

Authors:  J Bernard Heymann; Roberto Marabini; Mohsen Kazemi; Carlos Oscar S Sorzano; Maya Holmdahl; Joshua H Mendez; Scott M Stagg; Slavica Jonic; Eugene Palovcak; Jean-Paul Armache; Jianhua Zhao; Yifan Cheng; Grigore Pintilie; Wah Chiu; Ardan Patwardhan; Jose-Maria Carazo
Journal:  J Struct Biol       Date:  2018-08-13       Impact factor: 2.867

5.  HEMNMA-3D: Cryo Electron Tomography Method Based on Normal Mode Analysis to Study Continuous Conformational Variability of Macromolecular Complexes.

Authors:  Mohamad Harastani; Mikhail Eltsov; Amélie Leforestier; Slavica Jonic
Journal:  Front Mol Biosci       Date:  2021-05-19

Review 6.  Cryo-electron Microscopy Analysis of Structurally Heterogeneous Macromolecular Complexes.

Authors:  Slavica Jonić
Journal:  Comput Struct Biotechnol J       Date:  2016-10-14       Impact factor: 7.271

Review 7.  Versatility of Approximating Single-Particle Electron Microscopy Density Maps Using Pseudoatoms and Approximation-Accuracy Control.

Authors:  Slavica Jonić; Carlos Oscar S Sorzano
Journal:  Biomed Res Int       Date:  2016-12-21       Impact factor: 3.411

8.  Approximating deformation fields for the analysis of continuous heterogeneity of biological macromolecules by 3D Zernike polynomials.

Authors:  David Herreros; Roy R Lederman; James Krieger; Amaya Jiménez-Moreno; Marta Martínez; David Myška; David Strelak; Jiri Filipovic; Ivet Bahar; Jose Maria Carazo; Carlos Oscar S Sanchez
Journal:  IUCrJ       Date:  2021-10-14       Impact factor: 4.769

Review 9.  Protein dynamics developments for the large scale and cryoEM: case study of ProDy 2.0.

Authors:  James Michael Krieger; Carlos Oscar S Sorzano; Jose Maria Carazo; Ivet Bahar
Journal:  Acta Crystallogr D Struct Biol       Date:  2022-03-16       Impact factor: 7.652

  9 in total

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