<i>cis</i>TEM, user-friendly software for single-particle image processing.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 29513216.
- Also identified by DOI 10.7554/eLife.35383 and PMC identifier 5854467.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
We have developed new open-source software called <i>cis</i>TEM (computational imaging system for transmission electron microscopy) for the processing of data for high-resolution electron cryo-microscopy and single-particle averaging. <i>cis</i>TEM 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. <i>cis</i>TEM is available for download from cistem.org.
Medical subject headings
- Cryoelectron Microscopy
- Image Processing, Computer-Assisted
- Imaging, Three-Dimensional
- Single Molecule Imaging
- Software