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cisTEM, user-friendly software for single-particle image processing

We have developed new open-source software called cisTEM (computational imaging system for transmission electron microscopy) for the processing of data for high-resolution electron cryo-microscopy and single-particle averaging. cisTEM features a graphical user interface that is used to submit jobs,...

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Detalles Bibliográficos
Autores principales: Grant, Timothy, Rohou, Alexis, Grigorieff, Nikolaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5854467/
https://www.ncbi.nlm.nih.gov/pubmed/29513216
http://dx.doi.org/10.7554/eLife.35383
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author Grant, Timothy
Rohou, Alexis
Grigorieff, Nikolaus
author_facet Grant, Timothy
Rohou, Alexis
Grigorieff, Nikolaus
author_sort Grant, Timothy
collection PubMed
description We have developed new open-source software called cisTEM (computational imaging system for transmission electron microscopy) for the processing of data for high-resolution electron cryo-microscopy and single-particle averaging. cisTEM features a graphical user interface that is used to submit jobs, monitor their progress, and display results. It implements a full processing pipeline including movie processing, image defocus determination, automatic particle picking, 2D classification, ab-initio 3D map generation from random parameters, 3D classification, and high-resolution refinement and reconstruction. Some of these steps implement newly-developed algorithms; others were adapted from previously published algorithms. The software is optimized to enable processing of typical datasets (2000 micrographs, 200 k – 300 k particles) on a high-end, CPU-based workstation in half a day or less, comparable to GPU-accelerated processing. Jobs can also be scheduled on large computer clusters using flexible run profiles that can be adapted for most computing environments. cisTEM is available for download from cistem.org.
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spelling pubmed-58544672018-03-20 cisTEM, user-friendly software for single-particle image processing Grant, Timothy Rohou, Alexis Grigorieff, Nikolaus eLife Structural Biology and Molecular Biophysics We have developed new open-source software called cisTEM (computational imaging system for transmission electron microscopy) for the processing of data for high-resolution electron cryo-microscopy and single-particle averaging. cisTEM features a graphical user interface that is used to submit jobs, monitor their progress, and display results. It implements a full processing pipeline including movie processing, image defocus determination, automatic particle picking, 2D classification, ab-initio 3D map generation from random parameters, 3D classification, and high-resolution refinement and reconstruction. Some of these steps implement newly-developed algorithms; others were adapted from previously published algorithms. The software is optimized to enable processing of typical datasets (2000 micrographs, 200 k – 300 k particles) on a high-end, CPU-based workstation in half a day or less, comparable to GPU-accelerated processing. Jobs can also be scheduled on large computer clusters using flexible run profiles that can be adapted for most computing environments. cisTEM is available for download from cistem.org. eLife Sciences Publications, Ltd 2018-03-07 /pmc/articles/PMC5854467/ /pubmed/29513216 http://dx.doi.org/10.7554/eLife.35383 Text en © 2018, Grant et al http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Structural Biology and Molecular Biophysics
Grant, Timothy
Rohou, Alexis
Grigorieff, Nikolaus
cisTEM, user-friendly software for single-particle image processing
title cisTEM, user-friendly software for single-particle image processing
title_full cisTEM, user-friendly software for single-particle image processing
title_fullStr cisTEM, user-friendly software for single-particle image processing
title_full_unstemmed cisTEM, user-friendly software for single-particle image processing
title_short cisTEM, user-friendly software for single-particle image processing
title_sort cistem, user-friendly software for single-particle image processing
topic Structural Biology and Molecular Biophysics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5854467/
https://www.ncbi.nlm.nih.gov/pubmed/29513216
http://dx.doi.org/10.7554/eLife.35383
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