Cryo_fit: Democratization of flexible fitting for cryo-EM
Abstract
Cryo-electron microscopy (cryo-EM) is becoming a method of choice for describing native conformations of biomolecular complexes at high resolution. The rapid growth of cryo-EM in recent years has created a high demand for automated solutions, both in hardware and software. Flexible fitting of atomic models to three-dimensional (3D) cryo-EM reconstructions by molecular dynamics (MD) simulation is a popular technique but often requires technical expertise in computer simulation. This work introduces cryo_fit, a package for the automatic flexible fitting of atomic models in cryo-EM maps using MD simulation. The package is integrated with the Phenix software suite. The module was designed to automate the multiple steps of MD simulation in a reproducible manner, as well as facilitate refinement and validation through Phenix. Through the use of cryo_fit, scientists with little experience in MD simulation can produce high quality atomic models automatically and better exploit the potential of cryo-EM.
- Authors:
-
- Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
- New York Univ., Abu Dhabi (United Arab Emirates)
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Univ. of California, Berkeley, CA (United States)
- Los Alamos National Lab. (LANL), Los Alamos, NM (United States); New Mexico Consortium, Los Alamos, NM (United States)
- Publication Date:
- Research Org.:
- Los Alamos National Laboratory (LANL), Los Alamos, NM (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Laboratory Directed Research and Development (LDRD) Program; National Institutes of Health (NIH)
- OSTI Identifier:
- 1673369
- Alternate Identifier(s):
- OSTI ID: 1702027; OSTI ID: 1845294
- Report Number(s):
- LA-UR-19-31082
Journal ID: ISSN 1047-8477
- Grant/Contract Number:
- 89233218CNA000001; R01-GM072686; P01-GM063210; AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Structural Biology
- Additional Journal Information:
- Journal Volume: 208; Journal Issue: 1; Journal ID: ISSN 1047-8477
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES; Cryo_EM; molecular dynamics; flexible fitting; correlation coefficient; Phenix
Citation Formats
Kim, Doo Nam, Moriarty, Nigel W., Kirmizialtin, Serdal, Afonine, Pavel V., Poon, Billy, Sobolev, Oleg V., Adams, Paul D., and Sanbonmatsu, Karissa. Cryo_fit: Democratization of flexible fitting for cryo-EM. United States: N. p., 2019.
Web. doi:10.1016/j.jsb.2019.05.012.
Kim, Doo Nam, Moriarty, Nigel W., Kirmizialtin, Serdal, Afonine, Pavel V., Poon, Billy, Sobolev, Oleg V., Adams, Paul D., & Sanbonmatsu, Karissa. Cryo_fit: Democratization of flexible fitting for cryo-EM. United States. https://doi.org/10.1016/j.jsb.2019.05.012
Kim, Doo Nam, Moriarty, Nigel W., Kirmizialtin, Serdal, Afonine, Pavel V., Poon, Billy, Sobolev, Oleg V., Adams, Paul D., and Sanbonmatsu, Karissa. Wed .
"Cryo_fit: Democratization of flexible fitting for cryo-EM". United States. https://doi.org/10.1016/j.jsb.2019.05.012. https://www.osti.gov/servlets/purl/1673369.
@article{osti_1673369,
title = {Cryo_fit: Democratization of flexible fitting for cryo-EM},
author = {Kim, Doo Nam and Moriarty, Nigel W. and Kirmizialtin, Serdal and Afonine, Pavel V. and Poon, Billy and Sobolev, Oleg V. and Adams, Paul D. and Sanbonmatsu, Karissa},
abstractNote = {Cryo-electron microscopy (cryo-EM) is becoming a method of choice for describing native conformations of biomolecular complexes at high resolution. The rapid growth of cryo-EM in recent years has created a high demand for automated solutions, both in hardware and software. Flexible fitting of atomic models to three-dimensional (3D) cryo-EM reconstructions by molecular dynamics (MD) simulation is a popular technique but often requires technical expertise in computer simulation. This work introduces cryo_fit, a package for the automatic flexible fitting of atomic models in cryo-EM maps using MD simulation. The package is integrated with the Phenix software suite. The module was designed to automate the multiple steps of MD simulation in a reproducible manner, as well as facilitate refinement and validation through Phenix. Through the use of cryo_fit, scientists with little experience in MD simulation can produce high quality atomic models automatically and better exploit the potential of cryo-EM.},
doi = {10.1016/j.jsb.2019.05.012},
journal = {Journal of Structural Biology},
number = 1,
volume = 208,
place = {United States},
year = {Wed Jul 03 00:00:00 EDT 2019},
month = {Wed Jul 03 00:00:00 EDT 2019}
}
Figures / Tables:
Works referenced in this record:
PHENIX: a comprehensive Python-based system for macromolecular structure solution
journal, January 2010
- Adams, Paul D.; Afonine, Pavel V.; Bunkóczi, Gábor
- Acta Crystallographica Section D Biological Crystallography, Vol. 66, Issue 2, p. 213-221
Single-particle cryo-EM using alignment by classification (ABC): the structure of Lumbricus terrestris haemoglobin
journal, August 2017
- Afanasyev, Pavel; Seer-Linnemayr, Charlotte; Ravelli, Raimond B. G.
- IUCrJ, Vol. 4, Issue 5
New tools for the analysis and validation of cryo-EM maps and atomic models
journal, September 2018
- Afonine, Pavel V.; Klaholz, Bruno P.; Moriarty, Nigel W.
- Acta Crystallographica Section D Structural Biology, Vol. 74, Issue 9
Consensus among flexible fitting approaches improves the interpretation of cryo-EM data
journal, February 2012
- Ahmed, Aqeel; Whitford, Paul C.; Sanbonmatsu, Karissa Y.
- Journal of Structural Biology, Vol. 177, Issue 2
EMRinger: side chain–directed model and map validation for 3D cryo-electron microscopy
journal, August 2015
- Barad, Benjamin A.; Echols, Nathaniel; Wang, Ray Yu-Ruei
- Nature Methods, Vol. 12, Issue 10
Structure and Dynamics of a 197 bp Nucleosome in Complex with Linker Histone H1
journal, May 2017
- Bednar, Jan; Garcia-Saez, Isabel; Boopathi, Ramachandran
- Molecular Cell, Vol. 66, Issue 3
GROmaρs: A GROMACS-Based Toolset to Analyze Density Maps Derived from Molecular Dynamics Simulations
journal, January 2019
- Briones, Rodolfo; Blau, Christian; Kutzner, Carsten
- Biophysical Journal, Vol. 116, Issue 1
De Novo modeling in cryo-EM density maps with Pathwalking
journal, December 2016
- Chen, Muyuan; Baldwin, Philip R.; Ludtke, Steven J.
- Journal of Structural Biology, Vol. 196, Issue 3
Editorial overview: Cryo Electron Microscopy: Exciting advances in CryoEM Herald a new era in structural biology
journal, October 2017
- Chiu, Wah; Downing, Kenneth H.
- Current Opinion in Structural Biology, Vol. 46
ISOLDE : a physically realistic environment for model building into low-resolution electron-density maps
journal, April 2018
- Croll, Tristan Ian
- Acta Crystallographica Section D Structural Biology, Vol. 74, Issue 6
Spotiton: New features and applications
journal, May 2018
- Dandey, Venkata P.; Wei, Hui; Zhang, Zhening
- Journal of Structural Biology, Vol. 202, Issue 2
Expanding the boundaries of cryo-EM with phase plates
journal, October 2017
- Danev, Radostin; Baumeister, Wolfgang
- Current Opinion in Structural Biology, Vol. 46
Cryo-EM: beyond the microscope
journal, October 2017
- Earl, Lesley A.; Falconieri, Veronica; Milne, Jacqueline LS
- Current Opinion in Structural Biology, Vol. 46
UCSF ChimeraX: Meeting modern challenges in visualization and analysis: UCSF ChimeraX Visualization System
journal, September 2017
- Goddard, Thomas D.; Huang, Conrad C.; Meng, Elaine C.
- Protein Science, Vol. 27, Issue 1
Monolayer-crystal streptavidin support films provide an internal standard of cryo-EM image quality
journal, December 2017
- Han, Bong-Gyoon; Watson, Zoe; Cate, Jamie H. D.
- Journal of Structural Biology, Vol. 200, Issue 3
GROMACS 4: Algorithms for Highly Efficient, Load-Balanced, and Scalable Molecular Simulation
journal, February 2008
- Hess, Berk; Kutzner, Carsten; van der Spoel, David
- Journal of Chemical Theory and Computation, Vol. 4, Issue 3
VMD: Visual molecular dynamics
journal, February 1996
- Humphrey, William; Dalke, Andrew; Schulten, Klaus
- Journal of Molecular Graphics, Vol. 14, Issue 1
Automated cryo-EM structure refinement using correlation-driven molecular dynamics
journal, March 2019
- Igaev, Maxim; Kutzner, Carsten; Bock, Lars V.
- eLife, Vol. 8
Cryo-EM structure of haemoglobin at 3.2 Å determined with the Volta phase plate
journal, June 2017
- Khoshouei, Maryam; Radjainia, Mazdak; Baumeister, Wolfgang
- Nature Communications, Vol. 8, Issue 1
Tools for the cryo-EM gold rush: going from the cryo-EM map to the atomistic model
journal, December 2017
- Kim, Doo Nam; Sanbonmatsu, Karissa Y.
- Bioscience Reports, Vol. 37, Issue 6
EMDataBank unified data resource for 3DEM
journal, November 2015
- Lawson, Catherine L.; Patwardhan, Ardan; Baker, Matthew L.
- Nucleic Acids Research, Vol. 44, Issue D1
Iterative Molecular Dynamics–Rosetta Membrane Protein Structure Refinement Guided by Cryo-EM Densities
journal, September 2017
- Leelananda, Sumudu P.; Lindert, Steffen
- Journal of Chemical Theory and Computation, Vol. 13, Issue 10
Electron counting and beam-induced motion correction enable near-atomic-resolution single-particle cryo-EM
journal, May 2013
- Li, Xueming; Mooney, Paul; Zheng, Shawn
- Nature Methods, Vol. 10, Issue 6
Asynchronous data acquisition and on-the-fly analysis of dose fractionated cryoEM images by UCSFImage
journal, November 2015
- Li, Xueming; Zheng, Shawn; Agard, David A.
- Journal of Structural Biology, Vol. 192, Issue 2
How to better focus waves by considering symmetry and information loss
journal, June 2018
- Lou, Kai; Granick, Steve; Amblard, François
- Proceedings of the National Academy of Sciences, Vol. 115, Issue 26
Automated electron microscope tomography using robust prediction of specimen movements
journal, October 2005
- Mastronarde, David N.
- Journal of Structural Biology, Vol. 152, Issue 1
Acceleration of cryo-EM Flexible Fitting for Large Biomolecular Systems by Efficient Space Partitioning
journal, January 2019
- Mori, Takaharu; Kulik, Marta; Miyashita, Osamu
- Structure, Vol. 27, Issue 1
Adenylate kinase motions during catalysis: an energetic counterweight balancing substrate binding
journal, February 1996
- Müller, Cw; Schlauderer, Gj; Reinstein, J.
- Structure, Vol. 4, Issue 2
Structure of the complex between adenylate kinase from Escherichia coli and the inhibitor Ap5A refined at 1.9 Å resolution
journal, March 1992
- Müller, Christoph W.; Schulz, Georg E.
- Journal of Molecular Biology, Vol. 224, Issue 1
Cryo-electron microscopy for structural analysis of dynamic biological macromolecules
journal, February 2018
- Murata, Kazuyoshi; Wolf, Matthias
- Biochimica et Biophysica Acta (BBA) - General Subjects, Vol. 1862, Issue 2
Flexible Fitting of High-Resolution X-Ray Structures into Cryoelectron Microscopy Maps Using Biased Molecular Dynamics Simulations
journal, December 2008
- Orzechowski, Marek; Tama, Florence
- Biophysical Journal, Vol. 95, Issue 12
UCSF Chimera?A visualization system for exploratory research and analysis
journal, January 2004
- Pettersen, Eric F.; Goddard, Thomas D.; Huang, Conrad C.
- Journal of Computational Chemistry, Vol. 25, Issue 13
cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination
journal, February 2017
- Punjani, Ali; Rubinstein, John L.; Fleet, David J.
- Nature Methods, Vol. 14, Issue 3
Head swivel on the ribosome facilitates translocation by means of intra-subunit tRNA hybrid sites
journal, December 2010
- Ratje, Andreas H.; Loerke, Justus; Mikolajka, Aleksandra
- Nature, Vol. 468, Issue 7324, p. 713-716
Routine determination of ice thickness for cryo-EM grids
journal, October 2018
- Rice, William J.; Cheng, Anchi; Noble, Alex J.
- Journal of Structural Biology, Vol. 204, Issue 1
Simulating movement of tRNA into the ribosome during decoding
journal, October 2005
- Sanbonmatsu, K. Y.; Joseph, S.; Tung, C. -S.
- Proceedings of the National Academy of Sciences, Vol. 102, Issue 44
The 2017 Nobel Prize in Chemistry: cryo-EM comes of age
journal, February 2018
- Shen, Peter S.
- Analytical and Bioanalytical Chemistry, Vol. 410, Issue 8
Molecular dynamics-based refinement and validation for sub-5 Å cryo-electron microscopy maps
journal, July 2016
- Singharoy, Abhishek; Teo, Ivan; McGreevy, Ryan
- eLife, Vol. 5
Automated molecular microscopy: The new Leginon system
journal, July 2005
- Suloway, Christian; Pulokas, James; Fellmann, Denis
- Journal of Structural Biology, Vol. 151, Issue 1
A fully automatic method yielding initial models from high-resolution cryo-electron microscopy maps
journal, October 2018
- Terwilliger, Thomas C.; Adams, Paul D.; Afonine, Pavel V.
- Nature Methods, Vol. 15, Issue 11
Automated map sharpening by maximization of detail and connectivity
journal, May 2018
- Terwilliger, Thomas C.; Sobolev, Oleg V.; Afonine, Pavel V.
- Acta Crystallographica Section D Structural Biology, Vol. 74, Issue 6
Flexible Fitting of Atomic Structures into Electron Microscopy Maps Using Molecular Dynamics
journal, May 2008
- Trabuco, Leonardo G.; Villa, Elizabeth; Mitra, Kakoli
- Structure, Vol. 16, Issue 5
MonoRes: Automatic and Accurate Estimation of Local Resolution for Electron Microscopy Maps
journal, February 2018
- Vilas, Jose Luis; Gómez-Blanco, Josué; Conesa, Pablo
- Structure, Vol. 26, Issue 2
Automated structure refinement of macromolecular assemblies from cryo-EM maps using Rosetta
journal, September 2016
- Wang, Ray Yu-Ruei; Song, Yifan; Barad, Benjamin A.
- eLife, Vol. 5
MolProbity: More and better reference data for improved all-atom structure validation: PROTEIN SCIENCE.ORG
journal, November 2017
- Williams, Christopher J.; Headd, Jeffrey J.; Moriarty, Nigel W.
- Protein Science, Vol. 27, Issue 1
Using Situs for the integration of multi-resolution structures
journal, January 2010
- Wriggers, Willy
- Biophysical Reviews, Vol. 2, Issue 1
Gctf: Real-time CTF determination and correction
journal, January 2016
- Zhang, Kai
- Journal of Structural Biology, Vol. 193, Issue 1
Accurate Flexible Fitting of High-Resolution Protein Structures into Cryo-Electron Microscopy Maps Using Coarse-Grained Pseudo-Energy Minimization
journal, January 2011
- Zheng, Wenjun
- Biophysical Journal, Vol. 100, Issue 2
Works referencing / citing this record:
Advances in Structure Modeling Methods for Cryo-Electron Microscopy Maps
journal, December 2019
- Alnabati, Eman; Kihara, Daisuke
- Molecules, Vol. 25, Issue 1
Advances in Structure Modeling Methods for Cryo-Electron Microscopy Maps
journal, December 2019
- Alnabati, Eman; Kihara, Daisuke
- Molecules, Vol. 25, Issue 1
Figures / Tables found in this record: