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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for Cancer Research 2021
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.
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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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