Reducing cryoEM file storage using lossy image formats

被引:8
作者
Eng, Edward T. [1 ]
Kopylov, Mykhailo [1 ]
Negro, Carl J. [1 ]
Dallaykan, Sarkis [1 ]
Rice, William J. [1 ]
Jordan, Kelsey D. [1 ]
Kelley, Kotaro [1 ]
Carragher, Bridget [1 ,2 ]
Potter, Clinton S. [1 ,2 ]
机构
[1] New York Struct Biol Ctr, Simons Electron Microscopy Ctr, 89 Convent Ave, New York, NY 10027 USA
[2] Columbia Univ, Dept Biochem & Mol Biophys, 630 W 168th St, New York, NY 10032 USA
关键词
Cryo electron microscopy (cryoEM); File format; Image data; Data archiving; Structural biology; ELECTRON; MICROSCOPY;
D O I
10.1016/j.jsb.2019.04.013
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Recent advances in instrumentation and software for cryoEM have increased the applicability and utility of this method. High levels of automation and faster data acquisition rates require hard decisions to be made regarding data retention. Here we investigate the efficacy of data compression applied to aligned summed movie files. Surprisingly, these images can be compressed using a standard lossy method that reduces file storage by 90-95% and yet can still be processed to provide sub-2 angstrom reconstructed maps. We do not advocate this as an archival method, but it may provide a useful means for retaining images as an historical record, especially at large facilities.
引用
收藏
页码:49 / 55
页数:7
相关论文
共 26 条
[1]   Best practices for managing large CryoEM facilities [J].
Alewijnse, Bart ;
Ashton, Alun W. ;
Chambers, Melissa G. ;
Chen, Songye ;
Cheng, Anchi ;
Ebrahim, Mark ;
Eng, Edward T. ;
Hagen, Wim J. H. ;
Koster, Abraham J. ;
Lopez, Claudia S. ;
Lukoyanova, Natalya ;
Ortega, Joaquin ;
Renault, Ludovic ;
Reyntjens, Steve ;
Rice, William J. ;
Scapin, Giovanna ;
Schrijver, Raymond ;
Siebert, Alistair ;
Stagg, Scott M. ;
Grum-Tokars, Valerie ;
Wright, Elizabeth R. ;
Wu, Shenping ;
Yu, Zhiheng ;
Zhou, Z. Hong ;
Carragher, Bridget ;
Potter, Clinton S. .
JOURNAL OF STRUCTURAL BIOLOGY, 2017, 199 (03) :225-236
[2]  
[Anonymous], 2015, MOL REPROD DEV
[3]   Big data in cryoEM: automated collection, processing and accessibility of EM data [J].
Baldwin, Philip R. ;
Tan, Yong Zi ;
Eng, Edward T. ;
Rice, William J. ;
Noble, Alex J. ;
Negro, Carl J. ;
Cianfrocco, Michael A. ;
Pottert, Clinton S. ;
Carraghert, Bridget .
CURRENT OPINION IN MICROBIOLOGY, 2018, 43 :1-8
[4]   Fourier ring correlation as a resolution criterion for super-resolution microscopy [J].
Banterle, Niccolo ;
Khanh Huy Bui ;
Lemke, Edward A. ;
Beck, Martin .
JOURNAL OF STRUCTURAL BIOLOGY, 2013, 183 (03) :363-367
[5]   MRC2014: Extensions to the MRC format header for electron cryo-microscopy and tomography [J].
Cheng, Anchi ;
Henderson, Richard ;
Mastronarde, David ;
Ludtke, Steven J. ;
Schoenmakers, Remco H. M. ;
Short, Judith ;
Marabini, Roberto ;
Dallakyan, Sargis ;
Agard, David ;
Winn, Martyn .
JOURNAL OF STRUCTURAL BIOLOGY, 2015, 192 (02) :146-150
[6]   cisTEM, user friendly software for single-particle image processing [J].
Grant, Timothy ;
Rohou, Alexis ;
Grigorieff, Nikolaus .
ELIFE, 2018, 7
[7]   Outcome of the First Electron Microscopy Validation Task Force Meeting [J].
Henderson, Richard ;
Sali, Andrej ;
Baker, Matthew L. ;
Carragher, Bridget ;
Devkota, Batsal ;
Downing, Kenneth H. ;
Egelman, Edward H. ;
Feng, Zukang ;
Frank, Joachim ;
Grigorieff, Nikolaus ;
Jiang, Wen ;
Ludtke, Steven J. ;
Medalia, Ohad ;
Penczek, Pawel A. ;
Rosenthal, Peter B. ;
Rossmann, Michael G. ;
Schmid, Michael F. ;
Schroeder, Gunnar F. ;
Steven, Alasdair C. ;
Stokes, David L. ;
Westbrook, John D. ;
Wriggers, Willy ;
Yang, Huanwang ;
Young, Jasmine ;
Berman, Helen M. ;
Chiu, Wah ;
Kleywegt, Gerard J. ;
Lawson, Catherine L. .
STRUCTURE, 2012, 20 (02) :205-214
[8]   Map Challenge assessment: Fair comparison of single particle cryoEM reconstructions [J].
Heymann, J. Bernard .
JOURNAL OF STRUCTURAL BIOLOGY, 2018, 204 (02) :360-367
[9]   JPEG at 25: Still Going Strong [J].
Hudson, Graham ;
Leger, Alain ;
Niss, Birger ;
Sebestyen, Istvan .
IEEE MULTIMEDIA, 2017, 24 (02) :96-103
[10]   Benchmarking cryo-EM Single Particle Analysis Workflow [J].
Kim, Laura Y. ;
Rice, William J. ;
Eng, Edward T. ;
Kopylov, Mykhailo ;
Cheng, Anchi ;
Raczkowski, Ashleigh M. ;
Jordan, Kelsey D. ;
Bobe, Daija ;
Potter, Clinton S. ;
Carragher, Bridget .
FRONTIERS IN MOLECULAR BIOSCIENCES, 2018, 5