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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,...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2018
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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. |
format | Online Article Text |
id | pubmed-5854467 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT granttimothy cistemuserfriendlysoftwareforsingleparticleimageprocessing AT rohoualexis cistemuserfriendlysoftwareforsingleparticleimageprocessing AT grigorieffnikolaus cistemuserfriendlysoftwareforsingleparticleimageprocessing |