Multi‐site reproducibility of a human immunophenotyping assay in whole blood and peripheral blood mononuclear cells preparations using CyTOF technology coupled with Maxpar Pathsetter, an automated data analysis system

High‐dimensional mass cytometry data potentially enable a comprehensive characterization of immune cells. In order to positively affect clinical trials and translational clinical research, this advanced technology needs to demonstrate a high reproducibility of results across multiple sites for both...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Cytometry. Part B, Clinical cytometry Clinical cytometry, 2020-03, Vol.98 (2), p.146-160
Hauptverfasser: Bagwell, Charles Bruce, Hunsberger, Benjamin, Hill, Beth, Herbert, Donald, Bray, Christopher, Selvanantham, Thirumahal, Li, Stephen, Villasboas, Jose C., Pavelko, Kevin, Strausbauch, Michael, Rahman, Adeeb, Kelly, Gregory, Asgharzadeh, Shahab, Gomez‐Cabrero, Azucena, Behbehani, Gregory, Chang, Hsiaochi, Lyberger, Justin, Montgomery, Ruth, Zhao, Yujiao, Inokuma, Margaret, Goldberger, Ofir, Stelzer, Greg
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 160
container_issue 2
container_start_page 146
container_title Cytometry. Part B, Clinical cytometry
container_volume 98
creator Bagwell, Charles Bruce
Hunsberger, Benjamin
Hill, Beth
Herbert, Donald
Bray, Christopher
Selvanantham, Thirumahal
Li, Stephen
Villasboas, Jose C.
Pavelko, Kevin
Strausbauch, Michael
Rahman, Adeeb
Kelly, Gregory
Asgharzadeh, Shahab
Gomez‐Cabrero, Azucena
Behbehani, Gregory
Chang, Hsiaochi
Lyberger, Justin
Montgomery, Ruth
Zhao, Yujiao
Inokuma, Margaret
Goldberger, Ofir
Stelzer, Greg
description High‐dimensional mass cytometry data potentially enable a comprehensive characterization of immune cells. In order to positively affect clinical trials and translational clinical research, this advanced technology needs to demonstrate a high reproducibility of results across multiple sites for both peripheral blood mononuclear cells (PBMC) and whole blood preparations. A dry 30‐marker broad immunophenotyping panel and customized automated analysis software were recently engineered and are commercially available as the Fluidigm® Maxpar® Direct™ Immune Profiling Assay™. In this study, seven sites received whole blood and six sites received PBMC samples from single donors over a 2‐week interval. Each site labeled replicate samples and acquired data on Helios™ instruments using an assay‐specific acquisition template. All acquired sample files were then automatically analyzed by Maxpar Pathsetter™ software. A cleanup step eliminated debris, dead cells, aggregates, and normalization beads. The second step automatically enumerated 37 immune cell populations and performed label intensity assessments on all 30 markers. The inter‐site reproducibility of the 37 quantified cell populations had consistent population frequencies, with an average %CV of 14.4% for whole blood and 17.7% for PBMC. The dry reagent coupled with automated data analysis is not only convenient but also provides a high degree of reproducibility within and among multiple test sites resulting in a comprehensive yet practical solution for deep immune phenotyping.
doi_str_mv 10.1002/cyto.b.21858
format Article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7543682</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2378221429</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4578-70d5ab2024f1ea80cbbb79fd2616f38f425b145f4d4083157cf9b863219cb13a3</originalsourceid><addsrcrecordid>eNp9kr2OEzEUhUcIxC4LHTWyREOxCbbHnp8GCSIWkHYVilBQWbbHk_HKYw_-IUzHI_B-dDwJDgkRUFDZuv587j32KYrHCC4RhPi5nKNbiiVGDW3uFOeIUrwgLa3vnvakPSsehHALYUlJVd8vzkpU06Ym1Xnx_SaZqH98_RZ0VMCrybsuSS200XEGrgccDGnkFuhxTNZNg7IuzpO2W8BD4DPQFuwGZxQQxrkOcNuBSXmdQc_NsTg662ySRnEPpDImgCl34p5H7WwAKezlVvNmfQWikoN1xm1nIF2ajOrATscB3PAv-QJ4z-MQVIzKX-ZWgKfoRh4z1PHIc4WbOegAwhyiGh8W93pugnp0XC-KD1evN6u3i-v1m3erl9cLSWjdLGrYUS4wxKRHijdQCiHqtu9whaq-bHqCqUCE9qQjsCkRrWXfiqYqMWqlQCUvL4oXB90piVF1UtmYvbPJ65H7mTmu2d8nVg9s6z6zmpKyanAWeHYU8O5TUiGyUYf9Q3GrXAoM5_-qIEIlzOjTf9Bbl3z2vafqBmNEcJupywMlvQvBq_40DIJsnxq2Tw0T7FdqMv7kTwMn-HdMMkAOwE4bNf9XjK0-btavDro_AXd816E</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2378221429</pqid></control><display><type>article</type><title>Multi‐site reproducibility of a human immunophenotyping assay in whole blood and peripheral blood mononuclear cells preparations using CyTOF technology coupled with Maxpar Pathsetter, an automated data analysis system</title><source>Wiley Online Library Free Content</source><source>Access via Wiley Online Library</source><source>EZB-FREE-00999 freely available EZB journals</source><source>Alma/SFX Local Collection</source><creator>Bagwell, Charles Bruce ; Hunsberger, Benjamin ; Hill, Beth ; Herbert, Donald ; Bray, Christopher ; Selvanantham, Thirumahal ; Li, Stephen ; Villasboas, Jose C. ; Pavelko, Kevin ; Strausbauch, Michael ; Rahman, Adeeb ; Kelly, Gregory ; Asgharzadeh, Shahab ; Gomez‐Cabrero, Azucena ; Behbehani, Gregory ; Chang, Hsiaochi ; Lyberger, Justin ; Montgomery, Ruth ; Zhao, Yujiao ; Inokuma, Margaret ; Goldberger, Ofir ; Stelzer, Greg</creator><creatorcontrib>Bagwell, Charles Bruce ; Hunsberger, Benjamin ; Hill, Beth ; Herbert, Donald ; Bray, Christopher ; Selvanantham, Thirumahal ; Li, Stephen ; Villasboas, Jose C. ; Pavelko, Kevin ; Strausbauch, Michael ; Rahman, Adeeb ; Kelly, Gregory ; Asgharzadeh, Shahab ; Gomez‐Cabrero, Azucena ; Behbehani, Gregory ; Chang, Hsiaochi ; Lyberger, Justin ; Montgomery, Ruth ; Zhao, Yujiao ; Inokuma, Margaret ; Goldberger, Ofir ; Stelzer, Greg</creatorcontrib><description>High‐dimensional mass cytometry data potentially enable a comprehensive characterization of immune cells. In order to positively affect clinical trials and translational clinical research, this advanced technology needs to demonstrate a high reproducibility of results across multiple sites for both peripheral blood mononuclear cells (PBMC) and whole blood preparations. A dry 30‐marker broad immunophenotyping panel and customized automated analysis software were recently engineered and are commercially available as the Fluidigm® Maxpar® Direct™ Immune Profiling Assay™. In this study, seven sites received whole blood and six sites received PBMC samples from single donors over a 2‐week interval. Each site labeled replicate samples and acquired data on Helios™ instruments using an assay‐specific acquisition template. All acquired sample files were then automatically analyzed by Maxpar Pathsetter™ software. A cleanup step eliminated debris, dead cells, aggregates, and normalization beads. The second step automatically enumerated 37 immune cell populations and performed label intensity assessments on all 30 markers. The inter‐site reproducibility of the 37 quantified cell populations had consistent population frequencies, with an average %CV of 14.4% for whole blood and 17.7% for PBMC. The dry reagent coupled with automated data analysis is not only convenient but also provides a high degree of reproducibility within and among multiple test sites resulting in a comprehensive yet practical solution for deep immune phenotyping.</description><identifier>ISSN: 1552-4949</identifier><identifier>EISSN: 1552-4957</identifier><identifier>DOI: 10.1002/cyto.b.21858</identifier><identifier>PMID: 31758746</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley &amp; Sons, Inc</publisher><subject>Assaying ; Automation ; Beads ; Blood ; Clinical trials ; Computer programs ; Cytometry ; cytometry automation ; cytometry standardization ; Data acquisition ; Data analysis ; Dimensional analysis ; Environmental cleanup ; Immune system ; Leukocytes (mononuclear) ; Markers ; percentage precision ; Peripheral blood mononuclear cells ; Phenotyping ; Populations ; Reagents ; Reproducibility ; Software ; Technology</subject><ispartof>Cytometry. Part B, Clinical cytometry, 2020-03, Vol.98 (2), p.146-160</ispartof><rights>2019 International Clinical Cytometry Society</rights><rights>2019 International Clinical Cytometry Society.</rights><rights>2020 International Clinical Cytometry Society</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4578-70d5ab2024f1ea80cbbb79fd2616f38f425b145f4d4083157cf9b863219cb13a3</citedby><cites>FETCH-LOGICAL-c4578-70d5ab2024f1ea80cbbb79fd2616f38f425b145f4d4083157cf9b863219cb13a3</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.b.21858$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fcyto.b.21858$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,780,784,885,1417,1433,27924,27925,45574,45575,46409,46833</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31758746$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bagwell, Charles Bruce</creatorcontrib><creatorcontrib>Hunsberger, Benjamin</creatorcontrib><creatorcontrib>Hill, Beth</creatorcontrib><creatorcontrib>Herbert, Donald</creatorcontrib><creatorcontrib>Bray, Christopher</creatorcontrib><creatorcontrib>Selvanantham, Thirumahal</creatorcontrib><creatorcontrib>Li, Stephen</creatorcontrib><creatorcontrib>Villasboas, Jose C.</creatorcontrib><creatorcontrib>Pavelko, Kevin</creatorcontrib><creatorcontrib>Strausbauch, Michael</creatorcontrib><creatorcontrib>Rahman, Adeeb</creatorcontrib><creatorcontrib>Kelly, Gregory</creatorcontrib><creatorcontrib>Asgharzadeh, Shahab</creatorcontrib><creatorcontrib>Gomez‐Cabrero, Azucena</creatorcontrib><creatorcontrib>Behbehani, Gregory</creatorcontrib><creatorcontrib>Chang, Hsiaochi</creatorcontrib><creatorcontrib>Lyberger, Justin</creatorcontrib><creatorcontrib>Montgomery, Ruth</creatorcontrib><creatorcontrib>Zhao, Yujiao</creatorcontrib><creatorcontrib>Inokuma, Margaret</creatorcontrib><creatorcontrib>Goldberger, Ofir</creatorcontrib><creatorcontrib>Stelzer, Greg</creatorcontrib><title>Multi‐site reproducibility of a human immunophenotyping assay in whole blood and peripheral blood mononuclear cells preparations using CyTOF technology coupled with Maxpar Pathsetter, an automated data analysis system</title><title>Cytometry. Part B, Clinical cytometry</title><addtitle>Cytometry B Clin Cytom</addtitle><description>High‐dimensional mass cytometry data potentially enable a comprehensive characterization of immune cells. In order to positively affect clinical trials and translational clinical research, this advanced technology needs to demonstrate a high reproducibility of results across multiple sites for both peripheral blood mononuclear cells (PBMC) and whole blood preparations. A dry 30‐marker broad immunophenotyping panel and customized automated analysis software were recently engineered and are commercially available as the Fluidigm® Maxpar® Direct™ Immune Profiling Assay™. In this study, seven sites received whole blood and six sites received PBMC samples from single donors over a 2‐week interval. Each site labeled replicate samples and acquired data on Helios™ instruments using an assay‐specific acquisition template. All acquired sample files were then automatically analyzed by Maxpar Pathsetter™ software. A cleanup step eliminated debris, dead cells, aggregates, and normalization beads. The second step automatically enumerated 37 immune cell populations and performed label intensity assessments on all 30 markers. The inter‐site reproducibility of the 37 quantified cell populations had consistent population frequencies, with an average %CV of 14.4% for whole blood and 17.7% for PBMC. The dry reagent coupled with automated data analysis is not only convenient but also provides a high degree of reproducibility within and among multiple test sites resulting in a comprehensive yet practical solution for deep immune phenotyping.</description><subject>Assaying</subject><subject>Automation</subject><subject>Beads</subject><subject>Blood</subject><subject>Clinical trials</subject><subject>Computer programs</subject><subject>Cytometry</subject><subject>cytometry automation</subject><subject>cytometry standardization</subject><subject>Data acquisition</subject><subject>Data analysis</subject><subject>Dimensional analysis</subject><subject>Environmental cleanup</subject><subject>Immune system</subject><subject>Leukocytes (mononuclear)</subject><subject>Markers</subject><subject>percentage precision</subject><subject>Peripheral blood mononuclear cells</subject><subject>Phenotyping</subject><subject>Populations</subject><subject>Reagents</subject><subject>Reproducibility</subject><subject>Software</subject><subject>Technology</subject><issn>1552-4949</issn><issn>1552-4957</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kr2OEzEUhUcIxC4LHTWyREOxCbbHnp8GCSIWkHYVilBQWbbHk_HKYw_-IUzHI_B-dDwJDgkRUFDZuv587j32KYrHCC4RhPi5nKNbiiVGDW3uFOeIUrwgLa3vnvakPSsehHALYUlJVd8vzkpU06Ym1Xnx_SaZqH98_RZ0VMCrybsuSS200XEGrgccDGnkFuhxTNZNg7IuzpO2W8BD4DPQFuwGZxQQxrkOcNuBSXmdQc_NsTg662ySRnEPpDImgCl34p5H7WwAKezlVvNmfQWikoN1xm1nIF2ajOrATscB3PAv-QJ4z-MQVIzKX-ZWgKfoRh4z1PHIc4WbOegAwhyiGh8W93pugnp0XC-KD1evN6u3i-v1m3erl9cLSWjdLGrYUS4wxKRHijdQCiHqtu9whaq-bHqCqUCE9qQjsCkRrWXfiqYqMWqlQCUvL4oXB90piVF1UtmYvbPJ65H7mTmu2d8nVg9s6z6zmpKyanAWeHYU8O5TUiGyUYf9Q3GrXAoM5_-qIEIlzOjTf9Bbl3z2vafqBmNEcJupywMlvQvBq_40DIJsnxq2Tw0T7FdqMv7kTwMn-HdMMkAOwE4bNf9XjK0-btavDro_AXd816E</recordid><startdate>202003</startdate><enddate>202003</enddate><creator>Bagwell, Charles Bruce</creator><creator>Hunsberger, Benjamin</creator><creator>Hill, Beth</creator><creator>Herbert, Donald</creator><creator>Bray, Christopher</creator><creator>Selvanantham, Thirumahal</creator><creator>Li, Stephen</creator><creator>Villasboas, Jose C.</creator><creator>Pavelko, Kevin</creator><creator>Strausbauch, Michael</creator><creator>Rahman, Adeeb</creator><creator>Kelly, Gregory</creator><creator>Asgharzadeh, Shahab</creator><creator>Gomez‐Cabrero, Azucena</creator><creator>Behbehani, Gregory</creator><creator>Chang, Hsiaochi</creator><creator>Lyberger, Justin</creator><creator>Montgomery, Ruth</creator><creator>Zhao, Yujiao</creator><creator>Inokuma, Margaret</creator><creator>Goldberger, Ofir</creator><creator>Stelzer, Greg</creator><general>John Wiley &amp; Sons, Inc</general><general>Wiley Subscription Services, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7T5</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>P64</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>202003</creationdate><title>Multi‐site reproducibility of a human immunophenotyping assay in whole blood and peripheral blood mononuclear cells preparations using CyTOF technology coupled with Maxpar Pathsetter, an automated data analysis system</title><author>Bagwell, Charles Bruce ; Hunsberger, Benjamin ; Hill, Beth ; Herbert, Donald ; Bray, Christopher ; Selvanantham, Thirumahal ; Li, Stephen ; Villasboas, Jose C. ; Pavelko, Kevin ; Strausbauch, Michael ; Rahman, Adeeb ; Kelly, Gregory ; Asgharzadeh, Shahab ; Gomez‐Cabrero, Azucena ; Behbehani, Gregory ; Chang, Hsiaochi ; Lyberger, Justin ; Montgomery, Ruth ; Zhao, Yujiao ; Inokuma, Margaret ; Goldberger, Ofir ; Stelzer, Greg</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4578-70d5ab2024f1ea80cbbb79fd2616f38f425b145f4d4083157cf9b863219cb13a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Assaying</topic><topic>Automation</topic><topic>Beads</topic><topic>Blood</topic><topic>Clinical trials</topic><topic>Computer programs</topic><topic>Cytometry</topic><topic>cytometry automation</topic><topic>cytometry standardization</topic><topic>Data acquisition</topic><topic>Data analysis</topic><topic>Dimensional analysis</topic><topic>Environmental cleanup</topic><topic>Immune system</topic><topic>Leukocytes (mononuclear)</topic><topic>Markers</topic><topic>percentage precision</topic><topic>Peripheral blood mononuclear cells</topic><topic>Phenotyping</topic><topic>Populations</topic><topic>Reagents</topic><topic>Reproducibility</topic><topic>Software</topic><topic>Technology</topic><toplevel>online_resources</toplevel><creatorcontrib>Bagwell, Charles Bruce</creatorcontrib><creatorcontrib>Hunsberger, Benjamin</creatorcontrib><creatorcontrib>Hill, Beth</creatorcontrib><creatorcontrib>Herbert, Donald</creatorcontrib><creatorcontrib>Bray, Christopher</creatorcontrib><creatorcontrib>Selvanantham, Thirumahal</creatorcontrib><creatorcontrib>Li, Stephen</creatorcontrib><creatorcontrib>Villasboas, Jose C.</creatorcontrib><creatorcontrib>Pavelko, Kevin</creatorcontrib><creatorcontrib>Strausbauch, Michael</creatorcontrib><creatorcontrib>Rahman, Adeeb</creatorcontrib><creatorcontrib>Kelly, Gregory</creatorcontrib><creatorcontrib>Asgharzadeh, Shahab</creatorcontrib><creatorcontrib>Gomez‐Cabrero, Azucena</creatorcontrib><creatorcontrib>Behbehani, Gregory</creatorcontrib><creatorcontrib>Chang, Hsiaochi</creatorcontrib><creatorcontrib>Lyberger, Justin</creatorcontrib><creatorcontrib>Montgomery, Ruth</creatorcontrib><creatorcontrib>Zhao, Yujiao</creatorcontrib><creatorcontrib>Inokuma, Margaret</creatorcontrib><creatorcontrib>Goldberger, Ofir</creatorcontrib><creatorcontrib>Stelzer, Greg</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Immunology Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cytometry. Part B, Clinical cytometry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bagwell, Charles Bruce</au><au>Hunsberger, Benjamin</au><au>Hill, Beth</au><au>Herbert, Donald</au><au>Bray, Christopher</au><au>Selvanantham, Thirumahal</au><au>Li, Stephen</au><au>Villasboas, Jose C.</au><au>Pavelko, Kevin</au><au>Strausbauch, Michael</au><au>Rahman, Adeeb</au><au>Kelly, Gregory</au><au>Asgharzadeh, Shahab</au><au>Gomez‐Cabrero, Azucena</au><au>Behbehani, Gregory</au><au>Chang, Hsiaochi</au><au>Lyberger, Justin</au><au>Montgomery, Ruth</au><au>Zhao, Yujiao</au><au>Inokuma, Margaret</au><au>Goldberger, Ofir</au><au>Stelzer, Greg</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multi‐site reproducibility of a human immunophenotyping assay in whole blood and peripheral blood mononuclear cells preparations using CyTOF technology coupled with Maxpar Pathsetter, an automated data analysis system</atitle><jtitle>Cytometry. Part B, Clinical cytometry</jtitle><addtitle>Cytometry B Clin Cytom</addtitle><date>2020-03</date><risdate>2020</risdate><volume>98</volume><issue>2</issue><spage>146</spage><epage>160</epage><pages>146-160</pages><issn>1552-4949</issn><eissn>1552-4957</eissn><abstract>High‐dimensional mass cytometry data potentially enable a comprehensive characterization of immune cells. In order to positively affect clinical trials and translational clinical research, this advanced technology needs to demonstrate a high reproducibility of results across multiple sites for both peripheral blood mononuclear cells (PBMC) and whole blood preparations. A dry 30‐marker broad immunophenotyping panel and customized automated analysis software were recently engineered and are commercially available as the Fluidigm® Maxpar® Direct™ Immune Profiling Assay™. In this study, seven sites received whole blood and six sites received PBMC samples from single donors over a 2‐week interval. Each site labeled replicate samples and acquired data on Helios™ instruments using an assay‐specific acquisition template. All acquired sample files were then automatically analyzed by Maxpar Pathsetter™ software. A cleanup step eliminated debris, dead cells, aggregates, and normalization beads. The second step automatically enumerated 37 immune cell populations and performed label intensity assessments on all 30 markers. The inter‐site reproducibility of the 37 quantified cell populations had consistent population frequencies, with an average %CV of 14.4% for whole blood and 17.7% for PBMC. The dry reagent coupled with automated data analysis is not only convenient but also provides a high degree of reproducibility within and among multiple test sites resulting in a comprehensive yet practical solution for deep immune phenotyping.</abstract><cop>Hoboken, USA</cop><pub>John Wiley &amp; Sons, Inc</pub><pmid>31758746</pmid><doi>10.1002/cyto.b.21858</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1552-4949
ispartof Cytometry. Part B, Clinical cytometry, 2020-03, Vol.98 (2), p.146-160
issn 1552-4949
1552-4957
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7543682
source Wiley Online Library Free Content; Access via Wiley Online Library; EZB-FREE-00999 freely available EZB journals; Alma/SFX Local Collection
subjects Assaying
Automation
Beads
Blood
Clinical trials
Computer programs
Cytometry
cytometry automation
cytometry standardization
Data acquisition
Data analysis
Dimensional analysis
Environmental cleanup
Immune system
Leukocytes (mononuclear)
Markers
percentage precision
Peripheral blood mononuclear cells
Phenotyping
Populations
Reagents
Reproducibility
Software
Technology
title Multi‐site reproducibility of a human immunophenotyping assay in whole blood and peripheral blood mononuclear cells preparations using CyTOF technology coupled with Maxpar Pathsetter, an automated data analysis system
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-02T19%3A55%3A17IST&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=Multi%E2%80%90site%20reproducibility%20of%20a%20human%20immunophenotyping%20assay%20in%20whole%20blood%20and%20peripheral%20blood%20mononuclear%20cells%20preparations%20using%20CyTOF%20technology%20coupled%20with%20Maxpar%20Pathsetter,%20an%20automated%20data%20analysis%20system&rft.jtitle=Cytometry.%20Part%20B,%20Clinical%20cytometry&rft.au=Bagwell,%20Charles%20Bruce&rft.date=2020-03&rft.volume=98&rft.issue=2&rft.spage=146&rft.epage=160&rft.pages=146-160&rft.issn=1552-4949&rft.eissn=1552-4957&rft_id=info:doi/10.1002/cyto.b.21858&rft_dat=%3Cproquest_pubme%3E2378221429%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=2378221429&rft_id=info:pmid/31758746&rfr_iscdi=true