Loading…

Electron-event representation data enable efficient cryoEM file storage with full preservation of spatial and temporal resolution

Direct detector device (DDD) cameras have revolutionized electron cryomicroscopy (cryoEM) with their high detective quantum efficiency (DQE) and output of movie data. A high ratio of camera frame rate (frames per second) to camera exposure rate (electrons per pixel per second) allows electron counti...

Full description

Saved in:
Bibliographic Details
Published in:IUCrJ 2020-09, Vol.7 (Pt 5), p.860-869
Main Authors: Guo, Hui, Franken, Erik, Deng, Yuchen, Benlekbir, Samir, Singla Lezcano, Garbi, Janssen, Bart, Yu, Lingbo, Ripstein, Zev A, Tan, Yong Zi, Rubinstein, John L
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c580t-3593fc9284c14f75dd0a590f9ba7c61a158f517257195618c272d7b624350e013
cites cdi_FETCH-LOGICAL-c580t-3593fc9284c14f75dd0a590f9ba7c61a158f517257195618c272d7b624350e013
container_end_page 869
container_issue Pt 5
container_start_page 860
container_title IUCrJ
container_volume 7
creator Guo, Hui
Franken, Erik
Deng, Yuchen
Benlekbir, Samir
Singla Lezcano, Garbi
Janssen, Bart
Yu, Lingbo
Ripstein, Zev A
Tan, Yong Zi
Rubinstein, John L
description Direct detector device (DDD) cameras have revolutionized electron cryomicroscopy (cryoEM) with their high detective quantum efficiency (DQE) and output of movie data. A high ratio of camera frame rate (frames per second) to camera exposure rate (electrons per pixel per second) allows electron counting, which further improves the DQE and enables the recording of super-resolution information. Movie output also allows the correction of specimen movement and compensation for radiation damage. However, these movies come at the cost of producing large volumes of data. It is common practice to sum groups of successive camera frames to reduce the final frame rate, and therefore the file size, to one suitable for storage and image processing. This reduction in the temporal resolution of the camera requires decisions to be made during data acquisition that may result in the loss of information that could have been advantageous during image analysis. Here, experimental analysis of a new electron-event representation (EER) data format for electron-counting DDD movies is presented, which is enabled by new hardware developed by Thermo Fisher Scientific for their Falcon DDD cameras. This format enables the recording of DDD movies at the raw camera frame rate without sacrificing either spatial or temporal resolution. Experimental data demonstrate that the method retains super-resolution information and allows the correction of specimen movement at the physical frame rate of the camera while maintaining manageable file sizes. The EER format will enable the development of new methods that can utilize the full spatial and temporal resolution of DDD cameras.
doi_str_mv 10.1107/S205225252000929X
format article
fullrecord <record><control><sourceid>gale_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_93b68f9a8ca7414db67fd7d935e43bc8</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A636516463</galeid><doaj_id>oai_doaj_org_article_93b68f9a8ca7414db67fd7d935e43bc8</doaj_id><sourcerecordid>A636516463</sourcerecordid><originalsourceid>FETCH-LOGICAL-c580t-3593fc9284c14f75dd0a590f9ba7c61a158f517257195618c272d7b624350e013</originalsourceid><addsrcrecordid>eNplkktvFDEMx0cIRKvSD8AFReLCZUvejwtSVS1QqYgDIHGLMnlss8pOlmRmqx755mQ6pWpBPsRy_v45dtx1rxE8QwiK998wZBizZhBChdXPZ93xHFrNseeP_KPutNZtEyGEmaDoZXdEsCIKC3nc_V4nb8eSh5U_-GEExe-Lr80zY8wDcGY0wA-mTx74EKKNs8iW27z-AkJs0TrmYjYe3MTxGoQpJXAHKIcFkAOo--aaBMzgwOh3-6ZPrU7NaZolr7oXwaTqT-_Pk-7Hx_X3i8-rq6-fLi_Or1aWSTiuCFMkWIUltYgGwZyDhikYVG-E5cggJgNDonWIFONIWiywEz3HlDDoISIn3eXCddls9b7EnSm3Opuo7wK5bLQpY7TJa0V6LoMy0po2L-p6LoITThHmKemtbKwPC2s_9TvvbBtKa-oJ9OnNEK_1Jh-0oFwgwRvg3T2g5F-Tr6PexWp9SmbweaoaU0qkkJjRJn37j3SbpzK0UWnMIaWSUD4DzxbVxrQG4hByq2ubOb-LNg9-_ix9zglniFNOWgJaEmzJtRYfHl6PoJ4XTP-3YC3nzeO2HzL-rhP5AxUozFw</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2604483466</pqid></control><display><type>article</type><title>Electron-event representation data enable efficient cryoEM file storage with full preservation of spatial and temporal resolution</title><source>Publicly Available Content (ProQuest)</source><source>PubMed Central</source><creator>Guo, Hui ; Franken, Erik ; Deng, Yuchen ; Benlekbir, Samir ; Singla Lezcano, Garbi ; Janssen, Bart ; Yu, Lingbo ; Ripstein, Zev A ; Tan, Yong Zi ; Rubinstein, John L</creator><creatorcontrib>Guo, Hui ; Franken, Erik ; Deng, Yuchen ; Benlekbir, Samir ; Singla Lezcano, Garbi ; Janssen, Bart ; Yu, Lingbo ; Ripstein, Zev A ; Tan, Yong Zi ; Rubinstein, John L</creatorcontrib><description>Direct detector device (DDD) cameras have revolutionized electron cryomicroscopy (cryoEM) with their high detective quantum efficiency (DQE) and output of movie data. A high ratio of camera frame rate (frames per second) to camera exposure rate (electrons per pixel per second) allows electron counting, which further improves the DQE and enables the recording of super-resolution information. Movie output also allows the correction of specimen movement and compensation for radiation damage. However, these movies come at the cost of producing large volumes of data. It is common practice to sum groups of successive camera frames to reduce the final frame rate, and therefore the file size, to one suitable for storage and image processing. This reduction in the temporal resolution of the camera requires decisions to be made during data acquisition that may result in the loss of information that could have been advantageous during image analysis. Here, experimental analysis of a new electron-event representation (EER) data format for electron-counting DDD movies is presented, which is enabled by new hardware developed by Thermo Fisher Scientific for their Falcon DDD cameras. This format enables the recording of DDD movies at the raw camera frame rate without sacrificing either spatial or temporal resolution. Experimental data demonstrate that the method retains super-resolution information and allows the correction of specimen movement at the physical frame rate of the camera while maintaining manageable file sizes. The EER format will enable the development of new methods that can utilize the full spatial and temporal resolution of DDD cameras.</description><identifier>ISSN: 2052-2525</identifier><identifier>EISSN: 2052-2525</identifier><identifier>DOI: 10.1107/S205225252000929X</identifier><identifier>PMID: 32939278</identifier><language>eng</language><publisher>England: International Union of Crystallography</publisher><subject>Cameras ; cryoem ; Detection equipment ; direct detector device ; electron-event representation ; Electrons ; Format ; Frames (data processing) ; Frames per second ; Image analysis ; Image processing ; Motion pictures ; Quantum efficiency ; Radiation damage ; Recording ; Representations ; Research Papers ; Temporal resolution</subject><ispartof>IUCrJ, 2020-09, Vol.7 (Pt 5), p.860-869</ispartof><rights>Hui Guo et al. 2020.</rights><rights>COPYRIGHT 2020 International Union of Crystallography</rights><rights>2020. This article is published under https://creativecommons.org/licenses/by/4.0/ (“the License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Hui Guo et al. 2020 2020</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c580t-3593fc9284c14f75dd0a590f9ba7c61a158f517257195618c272d7b624350e013</citedby><cites>FETCH-LOGICAL-c580t-3593fc9284c14f75dd0a590f9ba7c61a158f517257195618c272d7b624350e013</cites><orcidid>0000-0001-6656-6320 ; 0000-0001-7007-2876 ; 0000-0003-3601-0596 ; 0000-0001-5079-0547 ; 0000-0003-0566-2209</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7467176/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2604483466?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,25734,27905,27906,36993,36994,44571,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32939278$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Guo, Hui</creatorcontrib><creatorcontrib>Franken, Erik</creatorcontrib><creatorcontrib>Deng, Yuchen</creatorcontrib><creatorcontrib>Benlekbir, Samir</creatorcontrib><creatorcontrib>Singla Lezcano, Garbi</creatorcontrib><creatorcontrib>Janssen, Bart</creatorcontrib><creatorcontrib>Yu, Lingbo</creatorcontrib><creatorcontrib>Ripstein, Zev A</creatorcontrib><creatorcontrib>Tan, Yong Zi</creatorcontrib><creatorcontrib>Rubinstein, John L</creatorcontrib><title>Electron-event representation data enable efficient cryoEM file storage with full preservation of spatial and temporal resolution</title><title>IUCrJ</title><addtitle>IUCrJ</addtitle><description>Direct detector device (DDD) cameras have revolutionized electron cryomicroscopy (cryoEM) with their high detective quantum efficiency (DQE) and output of movie data. A high ratio of camera frame rate (frames per second) to camera exposure rate (electrons per pixel per second) allows electron counting, which further improves the DQE and enables the recording of super-resolution information. Movie output also allows the correction of specimen movement and compensation for radiation damage. However, these movies come at the cost of producing large volumes of data. It is common practice to sum groups of successive camera frames to reduce the final frame rate, and therefore the file size, to one suitable for storage and image processing. This reduction in the temporal resolution of the camera requires decisions to be made during data acquisition that may result in the loss of information that could have been advantageous during image analysis. Here, experimental analysis of a new electron-event representation (EER) data format for electron-counting DDD movies is presented, which is enabled by new hardware developed by Thermo Fisher Scientific for their Falcon DDD cameras. This format enables the recording of DDD movies at the raw camera frame rate without sacrificing either spatial or temporal resolution. Experimental data demonstrate that the method retains super-resolution information and allows the correction of specimen movement at the physical frame rate of the camera while maintaining manageable file sizes. The EER format will enable the development of new methods that can utilize the full spatial and temporal resolution of DDD cameras.</description><subject>Cameras</subject><subject>cryoem</subject><subject>Detection equipment</subject><subject>direct detector device</subject><subject>electron-event representation</subject><subject>Electrons</subject><subject>Format</subject><subject>Frames (data processing)</subject><subject>Frames per second</subject><subject>Image analysis</subject><subject>Image processing</subject><subject>Motion pictures</subject><subject>Quantum efficiency</subject><subject>Radiation damage</subject><subject>Recording</subject><subject>Representations</subject><subject>Research Papers</subject><subject>Temporal resolution</subject><issn>2052-2525</issn><issn>2052-2525</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNplkktvFDEMx0cIRKvSD8AFReLCZUvejwtSVS1QqYgDIHGLMnlss8pOlmRmqx755mQ6pWpBPsRy_v45dtx1rxE8QwiK998wZBizZhBChdXPZ93xHFrNseeP_KPutNZtEyGEmaDoZXdEsCIKC3nc_V4nb8eSh5U_-GEExe-Lr80zY8wDcGY0wA-mTx74EKKNs8iW27z-AkJs0TrmYjYe3MTxGoQpJXAHKIcFkAOo--aaBMzgwOh3-6ZPrU7NaZolr7oXwaTqT-_Pk-7Hx_X3i8-rq6-fLi_Or1aWSTiuCFMkWIUltYgGwZyDhikYVG-E5cggJgNDonWIFONIWiywEz3HlDDoISIn3eXCddls9b7EnSm3Opuo7wK5bLQpY7TJa0V6LoMy0po2L-p6LoITThHmKemtbKwPC2s_9TvvbBtKa-oJ9OnNEK_1Jh-0oFwgwRvg3T2g5F-Tr6PexWp9SmbweaoaU0qkkJjRJn37j3SbpzK0UWnMIaWSUD4DzxbVxrQG4hByq2ubOb-LNg9-_ix9zglniFNOWgJaEmzJtRYfHl6PoJ4XTP-3YC3nzeO2HzL-rhP5AxUozFw</recordid><startdate>20200901</startdate><enddate>20200901</enddate><creator>Guo, Hui</creator><creator>Franken, Erik</creator><creator>Deng, Yuchen</creator><creator>Benlekbir, Samir</creator><creator>Singla Lezcano, Garbi</creator><creator>Janssen, Bart</creator><creator>Yu, Lingbo</creator><creator>Ripstein, Zev A</creator><creator>Tan, Yong Zi</creator><creator>Rubinstein, John L</creator><general>International Union of Crystallography</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>EHMNL</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>KB.</scope><scope>L7M</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-6656-6320</orcidid><orcidid>https://orcid.org/0000-0001-7007-2876</orcidid><orcidid>https://orcid.org/0000-0003-3601-0596</orcidid><orcidid>https://orcid.org/0000-0001-5079-0547</orcidid><orcidid>https://orcid.org/0000-0003-0566-2209</orcidid></search><sort><creationdate>20200901</creationdate><title>Electron-event representation data enable efficient cryoEM file storage with full preservation of spatial and temporal resolution</title><author>Guo, Hui ; Franken, Erik ; Deng, Yuchen ; Benlekbir, Samir ; Singla Lezcano, Garbi ; Janssen, Bart ; Yu, Lingbo ; Ripstein, Zev A ; Tan, Yong Zi ; Rubinstein, John L</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c580t-3593fc9284c14f75dd0a590f9ba7c61a158f517257195618c272d7b624350e013</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Cameras</topic><topic>cryoem</topic><topic>Detection equipment</topic><topic>direct detector device</topic><topic>electron-event representation</topic><topic>Electrons</topic><topic>Format</topic><topic>Frames (data processing)</topic><topic>Frames per second</topic><topic>Image analysis</topic><topic>Image processing</topic><topic>Motion pictures</topic><topic>Quantum efficiency</topic><topic>Radiation damage</topic><topic>Recording</topic><topic>Representations</topic><topic>Research Papers</topic><topic>Temporal resolution</topic><toplevel>online_resources</toplevel><creatorcontrib>Guo, Hui</creatorcontrib><creatorcontrib>Franken, Erik</creatorcontrib><creatorcontrib>Deng, Yuchen</creatorcontrib><creatorcontrib>Benlekbir, Samir</creatorcontrib><creatorcontrib>Singla Lezcano, Garbi</creatorcontrib><creatorcontrib>Janssen, Bart</creatorcontrib><creatorcontrib>Yu, Lingbo</creatorcontrib><creatorcontrib>Ripstein, Zev A</creatorcontrib><creatorcontrib>Tan, Yong Zi</creatorcontrib><creatorcontrib>Rubinstein, John L</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>UK &amp; Ireland Database</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>Materials Science Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content (ProQuest)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>IUCrJ</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Guo, Hui</au><au>Franken, Erik</au><au>Deng, Yuchen</au><au>Benlekbir, Samir</au><au>Singla Lezcano, Garbi</au><au>Janssen, Bart</au><au>Yu, Lingbo</au><au>Ripstein, Zev A</au><au>Tan, Yong Zi</au><au>Rubinstein, John L</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Electron-event representation data enable efficient cryoEM file storage with full preservation of spatial and temporal resolution</atitle><jtitle>IUCrJ</jtitle><addtitle>IUCrJ</addtitle><date>2020-09-01</date><risdate>2020</risdate><volume>7</volume><issue>Pt 5</issue><spage>860</spage><epage>869</epage><pages>860-869</pages><issn>2052-2525</issn><eissn>2052-2525</eissn><abstract>Direct detector device (DDD) cameras have revolutionized electron cryomicroscopy (cryoEM) with their high detective quantum efficiency (DQE) and output of movie data. A high ratio of camera frame rate (frames per second) to camera exposure rate (electrons per pixel per second) allows electron counting, which further improves the DQE and enables the recording of super-resolution information. Movie output also allows the correction of specimen movement and compensation for radiation damage. However, these movies come at the cost of producing large volumes of data. It is common practice to sum groups of successive camera frames to reduce the final frame rate, and therefore the file size, to one suitable for storage and image processing. This reduction in the temporal resolution of the camera requires decisions to be made during data acquisition that may result in the loss of information that could have been advantageous during image analysis. Here, experimental analysis of a new electron-event representation (EER) data format for electron-counting DDD movies is presented, which is enabled by new hardware developed by Thermo Fisher Scientific for their Falcon DDD cameras. This format enables the recording of DDD movies at the raw camera frame rate without sacrificing either spatial or temporal resolution. Experimental data demonstrate that the method retains super-resolution information and allows the correction of specimen movement at the physical frame rate of the camera while maintaining manageable file sizes. The EER format will enable the development of new methods that can utilize the full spatial and temporal resolution of DDD cameras.</abstract><cop>England</cop><pub>International Union of Crystallography</pub><pmid>32939278</pmid><doi>10.1107/S205225252000929X</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0001-6656-6320</orcidid><orcidid>https://orcid.org/0000-0001-7007-2876</orcidid><orcidid>https://orcid.org/0000-0003-3601-0596</orcidid><orcidid>https://orcid.org/0000-0001-5079-0547</orcidid><orcidid>https://orcid.org/0000-0003-0566-2209</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2052-2525
ispartof IUCrJ, 2020-09, Vol.7 (Pt 5), p.860-869
issn 2052-2525
2052-2525
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_93b68f9a8ca7414db67fd7d935e43bc8
source Publicly Available Content (ProQuest); PubMed Central
subjects Cameras
cryoem
Detection equipment
direct detector device
electron-event representation
Electrons
Format
Frames (data processing)
Frames per second
Image analysis
Image processing
Motion pictures
Quantum efficiency
Radiation damage
Recording
Representations
Research Papers
Temporal resolution
title Electron-event representation data enable efficient cryoEM file storage with full preservation of spatial and temporal resolution
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-18T11%3A41%3A52IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Electron-event%20representation%20data%20enable%20efficient%20cryoEM%20file%20storage%20with%20full%20preservation%20of%20spatial%20and%20temporal%20resolution&rft.jtitle=IUCrJ&rft.au=Guo,%20Hui&rft.date=2020-09-01&rft.volume=7&rft.issue=Pt%205&rft.spage=860&rft.epage=869&rft.pages=860-869&rft.issn=2052-2525&rft.eissn=2052-2525&rft_id=info:doi/10.1107/S205225252000929X&rft_dat=%3Cgale_doaj_%3EA636516463%3C/gale_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c580t-3593fc9284c14f75dd0a590f9ba7c61a158f517257195618c272d7b624350e013%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2604483466&rft_id=info:pmid/32939278&rft_galeid=A636516463&rfr_iscdi=true