Three‐dimensional image cytometer based on widefield structured light microscopy and high‐speed remote depth scanning

A high throughput 3D image cytometer have been developed that improves imaging speed by an order of magnitude over current technologies. This imaging speed improvement was realized by combining several key components. First, a depth‐resolved image can be rapidly generated using a structured light re...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Cytometry. Part A 2015-01, Vol.87 (1), p.49-60
Hauptverfasser: Choi, Heejin, Wadduwage, Dushan N., Tu, Ting Yuan, Matsudaira, Paul, So, Peter T. C.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 60
container_issue 1
container_start_page 49
container_title Cytometry. Part A
container_volume 87
creator Choi, Heejin
Wadduwage, Dushan N.
Tu, Ting Yuan
Matsudaira, Paul
So, Peter T. C.
description A high throughput 3D image cytometer have been developed that improves imaging speed by an order of magnitude over current technologies. This imaging speed improvement was realized by combining several key components. First, a depth‐resolved image can be rapidly generated using a structured light reconstruction algorithm that requires only two wide field images, one with uniform illumination and the other with structured illumination. Second, depth scanning is implemented using the high speed remote depth scanning. Finally, the large field of view, high NA objective lens and the high pixelation, high frame rate sCMOS camera enable high resolution, high sensitivity imaging of a large cell population. This system can image at 800 cell/sec in 3D at submicron resolution corresponding to imaging 1 million cells in 20 min. The statistical accuracy of this instrument is verified by quantitatively measuring rare cell populations with ratio ranging from 1:1 to 1:105. © 2014 International Society for Advancement of Cytometry
doi_str_mv 10.1002/cyto.a.22584
format Article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4280269</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1640328091</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4624-fd0901b69a132e9fd418219d27b8f9da2274f0dd4cf30a8c74603c6573dfd64c3</originalsourceid><addsrcrecordid>eNqNkT1vFDEQhi0EIiHQUSOXFNzhr_1qkKITAaRIaY6CyvLZ41ujXXuxvYm24yfwG_NL8HHhBA2iGmv86NHMvAi9pGRNCWFv9ZLDWq0Zq1rxCJ3TqmIr0XHy-PRm7Aw9S-krIbwinD1FZ6ziFaNtc46WbR8B7r__MG4En1zwasBuVHvAB_EIGSLeqQQGB4_vnAHrYDA45TjrPMfSH9y-z3h0Ooakw7Rg5Q3uS7NY0wSFiDCGDNjAlHuctPLe-f1z9MSqIcGLh3qBPl-9324-rq5vPnzaXF6vtKiZWFlDOkJ3dacoZ9BZI2jLaGdYs2ttZxRjjbDEGKEtJ6rVjagJ13XVcGNNLTS_QO-O3mnejWA0-BzVIKdYtoyLDMrJv3-86-U-3ErBWsLqrghePwhi-DZDynJ0ScMwKA9hTpLWoiG0EQ37H7QE0JKOFvTNET2cLUWwp4kokYdg5eH-UslfwRb81Z9bnODfSRZAHIE7N8DyT5ncfNneXB69PwGzA7VH</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1640328091</pqid></control><display><type>article</type><title>Three‐dimensional image cytometer based on widefield structured light microscopy and high‐speed remote depth scanning</title><source>MEDLINE</source><source>Wiley Online Library Journals Frontfile Complete</source><source>Wiley Free Content</source><source>EZB-FREE-00999 freely available EZB journals</source><source>Alma/SFX Local Collection</source><creator>Choi, Heejin ; Wadduwage, Dushan N. ; Tu, Ting Yuan ; Matsudaira, Paul ; So, Peter T. C.</creator><creatorcontrib>Choi, Heejin ; Wadduwage, Dushan N. ; Tu, Ting Yuan ; Matsudaira, Paul ; So, Peter T. C.</creatorcontrib><description>A high throughput 3D image cytometer have been developed that improves imaging speed by an order of magnitude over current technologies. This imaging speed improvement was realized by combining several key components. First, a depth‐resolved image can be rapidly generated using a structured light reconstruction algorithm that requires only two wide field images, one with uniform illumination and the other with structured illumination. Second, depth scanning is implemented using the high speed remote depth scanning. Finally, the large field of view, high NA objective lens and the high pixelation, high frame rate sCMOS camera enable high resolution, high sensitivity imaging of a large cell population. This system can image at 800 cell/sec in 3D at submicron resolution corresponding to imaging 1 million cells in 20 min. The statistical accuracy of this instrument is verified by quantitatively measuring rare cell populations with ratio ranging from 1:1 to 1:105. © 2014 International Society for Advancement of Cytometry</description><identifier>ISSN: 1552-4922</identifier><identifier>EISSN: 1552-4930</identifier><identifier>DOI: 10.1002/cyto.a.22584</identifier><identifier>PMID: 25352187</identifier><language>eng</language><publisher>United States</publisher><subject>3D image cytometry ; Algorithms ; Animals ; Fibroblasts - ultrastructure ; Fluorescent Dyes ; Image Cytometry - instrumentation ; Image Cytometry - methods ; Imaging, Three-Dimensional - instrumentation ; Imaging, Three-Dimensional - methods ; Kidney - ultrastructure ; Lenses ; Light ; Lighting ; Mice ; Microscopy - instrumentation ; Microscopy - methods ; Muntjacs ; rare cell detection ; remote depth scanning ; structured light illumination ; Time Factors</subject><ispartof>Cytometry. Part A, 2015-01, Vol.87 (1), p.49-60</ispartof><rights>2014 International Society for Advancement of Cytometry</rights><rights>2014 International Society for Advancement of Cytometry.</rights><rights>2014 International Society for Advancement of Cytometry 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4624-fd0901b69a132e9fd418219d27b8f9da2274f0dd4cf30a8c74603c6573dfd64c3</citedby><cites>FETCH-LOGICAL-c4624-fd0901b69a132e9fd418219d27b8f9da2274f0dd4cf30a8c74603c6573dfd64c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fcyto.a.22584$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fcyto.a.22584$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,780,784,885,1416,1432,27922,27923,45572,45573,46407,46831</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25352187$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Choi, Heejin</creatorcontrib><creatorcontrib>Wadduwage, Dushan N.</creatorcontrib><creatorcontrib>Tu, Ting Yuan</creatorcontrib><creatorcontrib>Matsudaira, Paul</creatorcontrib><creatorcontrib>So, Peter T. C.</creatorcontrib><title>Three‐dimensional image cytometer based on widefield structured light microscopy and high‐speed remote depth scanning</title><title>Cytometry. Part A</title><addtitle>Cytometry A</addtitle><description>A high throughput 3D image cytometer have been developed that improves imaging speed by an order of magnitude over current technologies. This imaging speed improvement was realized by combining several key components. First, a depth‐resolved image can be rapidly generated using a structured light reconstruction algorithm that requires only two wide field images, one with uniform illumination and the other with structured illumination. Second, depth scanning is implemented using the high speed remote depth scanning. Finally, the large field of view, high NA objective lens and the high pixelation, high frame rate sCMOS camera enable high resolution, high sensitivity imaging of a large cell population. This system can image at 800 cell/sec in 3D at submicron resolution corresponding to imaging 1 million cells in 20 min. The statistical accuracy of this instrument is verified by quantitatively measuring rare cell populations with ratio ranging from 1:1 to 1:105. © 2014 International Society for Advancement of Cytometry</description><subject>3D image cytometry</subject><subject>Algorithms</subject><subject>Animals</subject><subject>Fibroblasts - ultrastructure</subject><subject>Fluorescent Dyes</subject><subject>Image Cytometry - instrumentation</subject><subject>Image Cytometry - methods</subject><subject>Imaging, Three-Dimensional - instrumentation</subject><subject>Imaging, Three-Dimensional - methods</subject><subject>Kidney - ultrastructure</subject><subject>Lenses</subject><subject>Light</subject><subject>Lighting</subject><subject>Mice</subject><subject>Microscopy - instrumentation</subject><subject>Microscopy - methods</subject><subject>Muntjacs</subject><subject>rare cell detection</subject><subject>remote depth scanning</subject><subject>structured light illumination</subject><subject>Time Factors</subject><issn>1552-4922</issn><issn>1552-4930</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkT1vFDEQhi0EIiHQUSOXFNzhr_1qkKITAaRIaY6CyvLZ41ujXXuxvYm24yfwG_NL8HHhBA2iGmv86NHMvAi9pGRNCWFv9ZLDWq0Zq1rxCJ3TqmIr0XHy-PRm7Aw9S-krIbwinD1FZ6ziFaNtc46WbR8B7r__MG4En1zwasBuVHvAB_EIGSLeqQQGB4_vnAHrYDA45TjrPMfSH9y-z3h0Ooakw7Rg5Q3uS7NY0wSFiDCGDNjAlHuctPLe-f1z9MSqIcGLh3qBPl-9324-rq5vPnzaXF6vtKiZWFlDOkJ3dacoZ9BZI2jLaGdYs2ttZxRjjbDEGKEtJ6rVjagJ13XVcGNNLTS_QO-O3mnejWA0-BzVIKdYtoyLDMrJv3-86-U-3ErBWsLqrghePwhi-DZDynJ0ScMwKA9hTpLWoiG0EQ37H7QE0JKOFvTNET2cLUWwp4kokYdg5eH-UslfwRb81Z9bnODfSRZAHIE7N8DyT5ncfNneXB69PwGzA7VH</recordid><startdate>201501</startdate><enddate>201501</enddate><creator>Choi, Heejin</creator><creator>Wadduwage, Dushan N.</creator><creator>Tu, Ting Yuan</creator><creator>Matsudaira, Paul</creator><creator>So, Peter T. C.</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7QO</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>5PM</scope></search><sort><creationdate>201501</creationdate><title>Three‐dimensional image cytometer based on widefield structured light microscopy and high‐speed remote depth scanning</title><author>Choi, Heejin ; Wadduwage, Dushan N. ; Tu, Ting Yuan ; Matsudaira, Paul ; So, Peter T. C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4624-fd0901b69a132e9fd418219d27b8f9da2274f0dd4cf30a8c74603c6573dfd64c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>3D image cytometry</topic><topic>Algorithms</topic><topic>Animals</topic><topic>Fibroblasts - ultrastructure</topic><topic>Fluorescent Dyes</topic><topic>Image Cytometry - instrumentation</topic><topic>Image Cytometry - methods</topic><topic>Imaging, Three-Dimensional - instrumentation</topic><topic>Imaging, Three-Dimensional - methods</topic><topic>Kidney - ultrastructure</topic><topic>Lenses</topic><topic>Light</topic><topic>Lighting</topic><topic>Mice</topic><topic>Microscopy - instrumentation</topic><topic>Microscopy - methods</topic><topic>Muntjacs</topic><topic>rare cell detection</topic><topic>remote depth scanning</topic><topic>structured light illumination</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Choi, Heejin</creatorcontrib><creatorcontrib>Wadduwage, Dushan N.</creatorcontrib><creatorcontrib>Tu, Ting Yuan</creatorcontrib><creatorcontrib>Matsudaira, Paul</creatorcontrib><creatorcontrib>So, Peter T. C.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Biotechnology Research Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cytometry. Part A</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Choi, Heejin</au><au>Wadduwage, Dushan N.</au><au>Tu, Ting Yuan</au><au>Matsudaira, Paul</au><au>So, Peter T. C.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Three‐dimensional image cytometer based on widefield structured light microscopy and high‐speed remote depth scanning</atitle><jtitle>Cytometry. Part A</jtitle><addtitle>Cytometry A</addtitle><date>2015-01</date><risdate>2015</risdate><volume>87</volume><issue>1</issue><spage>49</spage><epage>60</epage><pages>49-60</pages><issn>1552-4922</issn><eissn>1552-4930</eissn><abstract>A high throughput 3D image cytometer have been developed that improves imaging speed by an order of magnitude over current technologies. This imaging speed improvement was realized by combining several key components. First, a depth‐resolved image can be rapidly generated using a structured light reconstruction algorithm that requires only two wide field images, one with uniform illumination and the other with structured illumination. Second, depth scanning is implemented using the high speed remote depth scanning. Finally, the large field of view, high NA objective lens and the high pixelation, high frame rate sCMOS camera enable high resolution, high sensitivity imaging of a large cell population. This system can image at 800 cell/sec in 3D at submicron resolution corresponding to imaging 1 million cells in 20 min. The statistical accuracy of this instrument is verified by quantitatively measuring rare cell populations with ratio ranging from 1:1 to 1:105. © 2014 International Society for Advancement of Cytometry</abstract><cop>United States</cop><pmid>25352187</pmid><doi>10.1002/cyto.a.22584</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1552-4922
ispartof Cytometry. Part A, 2015-01, Vol.87 (1), p.49-60
issn 1552-4922
1552-4930
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4280269
source MEDLINE; Wiley Online Library Journals Frontfile Complete; Wiley Free Content; EZB-FREE-00999 freely available EZB journals; Alma/SFX Local Collection
subjects 3D image cytometry
Algorithms
Animals
Fibroblasts - ultrastructure
Fluorescent Dyes
Image Cytometry - instrumentation
Image Cytometry - methods
Imaging, Three-Dimensional - instrumentation
Imaging, Three-Dimensional - methods
Kidney - ultrastructure
Lenses
Light
Lighting
Mice
Microscopy - instrumentation
Microscopy - methods
Muntjacs
rare cell detection
remote depth scanning
structured light illumination
Time Factors
title Three‐dimensional image cytometer based on widefield structured light microscopy and high‐speed remote depth scanning
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-09T15%3A42%3A33IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Three%E2%80%90dimensional%20image%20cytometer%20based%20on%20widefield%20structured%20light%20microscopy%20and%20high%E2%80%90speed%20remote%20depth%20scanning&rft.jtitle=Cytometry.%20Part%20A&rft.au=Choi,%20Heejin&rft.date=2015-01&rft.volume=87&rft.issue=1&rft.spage=49&rft.epage=60&rft.pages=49-60&rft.issn=1552-4922&rft.eissn=1552-4930&rft_id=info:doi/10.1002/cyto.a.22584&rft_dat=%3Cproquest_pubme%3E1640328091%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1640328091&rft_id=info:pmid/25352187&rfr_iscdi=true