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Immune Profiling Mass Cytometry Assay Harmonization: Multicenter Experience from CIMAC-CIDC
PURPOSE: The Cancer Immune Monitoring and Analysis Centers – Cancer Immunologic Data Commons (CIMAC-CIDC) Network is supported by the NCI to identify biomarkers of response to cancer immunotherapies across clinical trials using state-of-the-art assays. A primary platform for CIMAC-CIDC studies is cy...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8448982/ https://www.ncbi.nlm.nih.gov/pubmed/34266889 http://dx.doi.org/10.1158/1078-0432.CCR-21-2052 |
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author | Sahaf, Bita Pichavant, Mina Lee, Brian H. Duault, Caroline Thrash, Emily M. Davila, Melanie Fernandez, Nicolas Millerchip, Karen Bentebibel, Salah-Eddine Haymaker, Cara Sigal, Natalia Del Valle, Diane M. Ranasinghe, Srinika Fayle, Sarah Sanchez-Espiridion, Beatriz Zhang, Jiexin Bernatchez, Chantale Wu, Catherine J. Wistuba, Ignacio I. Kim-Schulze, Seunghee Gnjatic, Sacha Bendall, Sean C. Song, Minkyung Thurin, Magdalena Lee, J. Jack Maecker, Holden T. Rahman, Adeeb |
author_facet | Sahaf, Bita Pichavant, Mina Lee, Brian H. Duault, Caroline Thrash, Emily M. Davila, Melanie Fernandez, Nicolas Millerchip, Karen Bentebibel, Salah-Eddine Haymaker, Cara Sigal, Natalia Del Valle, Diane M. Ranasinghe, Srinika Fayle, Sarah Sanchez-Espiridion, Beatriz Zhang, Jiexin Bernatchez, Chantale Wu, Catherine J. Wistuba, Ignacio I. Kim-Schulze, Seunghee Gnjatic, Sacha Bendall, Sean C. Song, Minkyung Thurin, Magdalena Lee, J. Jack Maecker, Holden T. Rahman, Adeeb |
author_sort | Sahaf, Bita |
collection | PubMed |
description | PURPOSE: The Cancer Immune Monitoring and Analysis Centers – Cancer Immunologic Data Commons (CIMAC-CIDC) Network is supported by the NCI to identify biomarkers of response to cancer immunotherapies across clinical trials using state-of-the-art assays. A primary platform for CIMAC-CIDC studies is cytometry by time of flight (CyTOF), performed at all CIMAC laboratories. To ensure the ability to generate comparable CyTOF data across labs, a multistep cross-site harmonization effort was undertaken. EXPERIMENTAL DESIGN: We first harmonized standard operating procedures (SOPs) across the CIMAC sites. Because of a new acquisition protocol comparing original narrow- or new wide-bore injector introduced by the vendor (Fluidigm), we also tested this protocol across sites before finalizing the harmonized SOP. We then performed cross-site assay harmonization experiments using five shared cryopreserved and one lyophilized internal control peripheral blood mononuclear cell (PBMC) with a shared lyophilized antibody cocktail consisting of 14 isotype-tagged antibodies previously validated, plus additional liquid antibodies. These reagents and samples were distributed to the CIMAC sites and the data were centrally analyzed by manual gating and automated methods (Astrolabe). RESULTS: Average coefficients of variation (CV) across sites for each cell population were reported and compared with a previous multisite CyTOF study. We reached an intersite CV of under 20% for most cell subsets, very similar to a previously published study. CONCLUSIONS: These results establish the ability to reproduce CyTOF data across sites in multicenter clinical trials, and also highlight the importance of quality control procedures, such as the use of spike-in control samples, for tracking variability in this assay. |
format | Online Article Text |
id | pubmed-8448982 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-84489822021-09-18 Immune Profiling Mass Cytometry Assay Harmonization: Multicenter Experience from CIMAC-CIDC Sahaf, Bita Pichavant, Mina Lee, Brian H. Duault, Caroline Thrash, Emily M. Davila, Melanie Fernandez, Nicolas Millerchip, Karen Bentebibel, Salah-Eddine Haymaker, Cara Sigal, Natalia Del Valle, Diane M. Ranasinghe, Srinika Fayle, Sarah Sanchez-Espiridion, Beatriz Zhang, Jiexin Bernatchez, Chantale Wu, Catherine J. Wistuba, Ignacio I. Kim-Schulze, Seunghee Gnjatic, Sacha Bendall, Sean C. Song, Minkyung Thurin, Magdalena Lee, J. Jack Maecker, Holden T. Rahman, Adeeb Clin Cancer Res Precision Medicine and Imaging PURPOSE: The Cancer Immune Monitoring and Analysis Centers – Cancer Immunologic Data Commons (CIMAC-CIDC) Network is supported by the NCI to identify biomarkers of response to cancer immunotherapies across clinical trials using state-of-the-art assays. A primary platform for CIMAC-CIDC studies is cytometry by time of flight (CyTOF), performed at all CIMAC laboratories. To ensure the ability to generate comparable CyTOF data across labs, a multistep cross-site harmonization effort was undertaken. EXPERIMENTAL DESIGN: We first harmonized standard operating procedures (SOPs) across the CIMAC sites. Because of a new acquisition protocol comparing original narrow- or new wide-bore injector introduced by the vendor (Fluidigm), we also tested this protocol across sites before finalizing the harmonized SOP. We then performed cross-site assay harmonization experiments using five shared cryopreserved and one lyophilized internal control peripheral blood mononuclear cell (PBMC) with a shared lyophilized antibody cocktail consisting of 14 isotype-tagged antibodies previously validated, plus additional liquid antibodies. These reagents and samples were distributed to the CIMAC sites and the data were centrally analyzed by manual gating and automated methods (Astrolabe). RESULTS: Average coefficients of variation (CV) across sites for each cell population were reported and compared with a previous multisite CyTOF study. We reached an intersite CV of under 20% for most cell subsets, very similar to a previously published study. CONCLUSIONS: These results establish the ability to reproduce CyTOF data across sites in multicenter clinical trials, and also highlight the importance of quality control procedures, such as the use of spike-in control samples, for tracking variability in this assay. American Association for Cancer Research 2021-09-15 2021-07-15 /pmc/articles/PMC8448982/ /pubmed/34266889 http://dx.doi.org/10.1158/1078-0432.CCR-21-2052 Text en ©2021 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Precision Medicine and Imaging Sahaf, Bita Pichavant, Mina Lee, Brian H. Duault, Caroline Thrash, Emily M. Davila, Melanie Fernandez, Nicolas Millerchip, Karen Bentebibel, Salah-Eddine Haymaker, Cara Sigal, Natalia Del Valle, Diane M. Ranasinghe, Srinika Fayle, Sarah Sanchez-Espiridion, Beatriz Zhang, Jiexin Bernatchez, Chantale Wu, Catherine J. Wistuba, Ignacio I. Kim-Schulze, Seunghee Gnjatic, Sacha Bendall, Sean C. Song, Minkyung Thurin, Magdalena Lee, J. Jack Maecker, Holden T. Rahman, Adeeb Immune Profiling Mass Cytometry Assay Harmonization: Multicenter Experience from CIMAC-CIDC |
title | Immune Profiling Mass Cytometry Assay Harmonization: Multicenter Experience from CIMAC-CIDC |
title_full | Immune Profiling Mass Cytometry Assay Harmonization: Multicenter Experience from CIMAC-CIDC |
title_fullStr | Immune Profiling Mass Cytometry Assay Harmonization: Multicenter Experience from CIMAC-CIDC |
title_full_unstemmed | Immune Profiling Mass Cytometry Assay Harmonization: Multicenter Experience from CIMAC-CIDC |
title_short | Immune Profiling Mass Cytometry Assay Harmonization: Multicenter Experience from CIMAC-CIDC |
title_sort | immune profiling mass cytometry assay harmonization: multicenter experience from cimac-cidc |
topic | Precision Medicine and Imaging |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8448982/ https://www.ncbi.nlm.nih.gov/pubmed/34266889 http://dx.doi.org/10.1158/1078-0432.CCR-21-2052 |
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