2019
DOI: 10.1038/s41592-019-0580-y
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Real-time cryo-electron microscopy data preprocessing with Warp

Abstract: The acquisition of cryo-electron microscopy (cryo-EM) data from biological specimen must be tightly coupled to data pre-processing to ensure best data quality and microscope usage. Here we provide Warp, a software for real-time evaluation and pre-processing of cryo-EM data during their acquisition. Warp corrects micrographs for global and local motion, estimates the local defocus with the use of novel algorithms, and monitors key parameters for each recorded micrograph or tomographic tilt series in real time. … Show more

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Cited by 1,080 publications
(934 citation statements)
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References 63 publications
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“…Cryo-EM data processing Movie frame alignment, estimation of the microscope contrast-transfer function parameters, particle picking and extraction were carried out using Warp (Tegunov and Cramer, 2019). Particle images were extracted with a box size of 800 binned to 400 yielding a pixel size of 1.05 Å .…”
Section: Protein Expression and Purificationmentioning
confidence: 99%
“…Cryo-EM data processing Movie frame alignment, estimation of the microscope contrast-transfer function parameters, particle picking and extraction were carried out using Warp (Tegunov and Cramer, 2019). Particle images were extracted with a box size of 800 binned to 400 yielding a pixel size of 1.05 Å .…”
Section: Protein Expression and Purificationmentioning
confidence: 99%
“…Motion correction, CTF-estimation and non-templated particle picking were performed in Warp 158 (32). Extracted particles were imported into cryoSPARC v2.12.4 (15) for 2D classification, 3D 159 classification and non-uniform 3D refinement.…”
Section: Cryo-em Data Processing 157mentioning
confidence: 99%
“…Movies were pre-processed on the fly using Warp 1.05 27 . The model parameters for motion correction and CTF estimation were set to 5×5×40 and 5×5×1, respectively.…”
Section: Electron Microscopymentioning
confidence: 99%