cisTEM, user friendly software for single-particle image processing

被引:635
作者
Grant, Timothy [1 ]
Rohou, Alexis [1 ,2 ]
Grigorieff, Nikolaus [1 ]
机构
[1] Janelia Res Campus, Howard Hughes Med Inst, Ashburn, VA 20147 USA
[2] Genentech Inc, Dept Biol Struct, San Francisco, CA 94080 USA
关键词
CRYO-EM STRUCTURE; ELECTRON-MICROSCOPY; RESOLUTION; RECONSTRUCTION; REFINEMENT; SELECTION; VISUALIZATION; FREALIGN; DEFOCUS; TILT;
D O I
10.7554/eLife.35383
中图分类号
Q [生物科学];
学科分类号
090105 [作物生产系统与生态工程];
摘要
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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页数:24
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