Literature DB >> 34266889

Immune Profiling Mass Cytometry Assay Harmonization: Multicenter Experience from CIMAC-CIDC.

Bita Sahaf1, Mina Pichavant2, Brian H Lee3, Caroline Duault2, Emily M Thrash4, Melanie Davila5, Nicolas Fernandez5, Karen Millerchip6, Salah-Eddine Bentebibel6, Cara Haymaker7, Natalia Sigal2, Diane M Del Valle8, Srinika Ranasinghe4, Sarah Fayle7, Beatriz Sanchez-Espiridion7, Jiexin Zhang9, Chantale Bernatchez6, Catherine J Wu4,10,11, Ignacio I Wistuba7, Seunghee Kim-Schulze8, Sacha Gnjatic3, Sean C Bendall12, Minkyung Song13, Magdalena Thurin13, J Jack Lee14, Holden T Maecker2, Adeeb Rahman3,5.   

Abstract

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. ©2021 The Authors; Published by the American Association for Cancer Research.

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Year:  2021        PMID: 34266889      PMCID: PMC8448982          DOI: 10.1158/1078-0432.CCR-21-2052

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   12.531


  20 in total

1.  A Modified Injector and Sample Acquisition Protocol Can Improve Data Quality and Reduce Inter-Instrument Variability of the Helios Mass Cytometer.

Authors:  Brian H Lee; Geoffrey Kelly; Shermineh Bradford; Melanie Davila; Xinzheng V Guo; El-Ad David Amir; Emily M Thrash; Michael D Solga; Joanne Lannigan; Brian Sellers; Julian Candia; John Tsang; Ruth R Montgomery; Stanley J Tamaki; Tara K Sigdel; Minnie M Sarwal; Lewis L Lanier; Yuan Tian; Cheryl Kim; Denise Hinz; Bjoern Peters; Alessandro Sette; Adeeb H Rahman
Journal:  Cytometry A       Date:  2019-07-30       Impact factor: 4.355

2.  Acquisition, Processing, and Quality Control of Mass Cytometry Data.

Authors:  Brian H Lee; Adeeb H Rahman
Journal:  Methods Mol Biol       Date:  2019

3.  Variation in the human immune system is largely driven by non-heritable influences.

Authors:  Petter Brodin; Vladimir Jojic; Tianxiang Gao; Sanchita Bhattacharya; Cesar J Lopez Angel; David Furman; Shai Shen-Orr; Cornelia L Dekker; Gary E Swan; Atul J Butte; Holden T Maecker; Mark M Davis
Journal:  Cell       Date:  2015-01-15       Impact factor: 41.582

4.  High-Parameter Immune Profiling with CyTOF.

Authors:  Bita Sahaf; Adeeb Rahman; Holden T Maecker; Sean C Bendall
Journal:  Methods Mol Biol       Date:  2020

5.  Standardization of cytokine flow cytometry assays.

Authors:  Holden T Maecker; Aline Rinfret; Patricia D'Souza; Janice Darden; Eva Roig; Claire Landry; Peter Hayes; Josephine Birungi; Omu Anzala; Miguel Garcia; Alexandre Harari; Ian Frank; Ruth Baydo; Megan Baker; Jennifer Holbrook; Janet Ottinger; Laurie Lamoreaux; C Lorrie Epling; Elizabeth Sinclair; Maria A Suni; Kara Punt; Sandra Calarota; Sophia El-Bahi; Gailet Alter; Hazel Maila; Ellen Kuta; Josephine Cox; Clive Gray; Marcus Altfeld; Nolwenn Nougarede; Jean Boyer; Lynda Tussey; Timothy Tobery; Barry Bredt; Mario Roederer; Richard Koup; Vernon C Maino; Kent Weinhold; Giuseppe Pantaleo; Jill Gilmour; Helen Horton; Rafick P Sekaly
Journal:  BMC Immunol       Date:  2005-06-24       Impact factor: 3.615

6.  Standardizing Flow Cytometry Immunophenotyping Analysis from the Human ImmunoPhenotyping Consortium.

Authors:  Greg Finak; Marc Langweiler; Maria Jaimes; Mehrnoush Malek; Jafar Taghiyar; Yael Korin; Khadir Raddassi; Lesley Devine; Gerlinde Obermoser; Marcin L Pekalski; Nikolas Pontikos; Alain Diaz; Susanne Heck; Federica Villanova; Nadia Terrazzini; Florian Kern; Yu Qian; Rick Stanton; Kui Wang; Aaron Brandes; John Ramey; Nima Aghaeepour; Tim Mosmann; Richard H Scheuermann; Elaine Reed; Karolina Palucka; Virginia Pascual; Bonnie B Blomberg; Frank Nestle; Robert B Nussenblatt; Ryan Remy Brinkman; Raphael Gottardo; Holden Maecker; J Philip McCoy
Journal:  Sci Rep       Date:  2016-02-10       Impact factor: 4.379

7.  Comparison of CyTOF assays across sites: Results of a six-center pilot study.

Authors:  Michael D Leipold; Gerlinde Obermoser; Craig Fenwick; Katja Kleinstuber; Narges Rashidi; John P McNevin; Allison N Nau; Lisa E Wagar; Virginie Rozot; Mark M Davis; Stephen DeRosa; Giuseppe Pantaleo; Thomas J Scriba; Bruce D Walker; Lars R Olsen; Holden T Maecker
Journal:  J Immunol Methods       Date:  2017-11-23       Impact factor: 2.303

8.  CyTOF workflow: differential discovery in high-throughput high-dimensional cytometry datasets.

Authors:  Malgorzata Nowicka; Carsten Krieg; Lukas M Weber; Felix J Hartmann; Silvia Guglietta; Burkhard Becher; Mitchell P Levesque; Mark D Robinson
Journal:  F1000Res       Date:  2017-05-26

9.  Development of a Comprehensive Antibody Staining Database Using a Standardized Analytics Pipeline.

Authors:  El-Ad David Amir; Brian Lee; Paul Badoual; Martin Gordon; Xinzheng V Guo; Miriam Merad; Adeeb H Rahman
Journal:  Front Immunol       Date:  2019-06-11       Impact factor: 7.561

10.  A Randomized Trial of Combined PD-L1 and CTLA-4 Inhibition with Targeted Low-Dose or Hypofractionated Radiation for Patients with Metastatic Colorectal Cancer.

Authors:  Arta M Monjazeb; Anita Giobbie-Hurder; Ana Lako; Emily M Thrash; Ryan C Brennick; Katrina Z Kao; Claire Manuszak; Ryan D Gentzler; Anteneh Tesfaye; Salma K Jabbour; Olatunji B Alese; Osama E Rahma; James M Cleary; Elad Sharon; Harvey J Mamon; May Cho; Howard Streicher; Helen X Chen; Mansoor M Ahmed; Adrian Mariño-Enríquez; Seunghee Kim-Schulze; Sacha Gnjatic; Emanual Maverakis; Alina I Marusina; Alexander A Merleev; Mariano Severgnini; Kathleen L Pfaff; James Lindsay; Jason L Weirather; Srinika Ranasinghe; Alexander Spektor; Scott J Rodig; Stephen F Hodi; Jonathan D Schoenfeld
Journal:  Clin Cancer Res       Date:  2021-02-10       Impact factor: 13.801

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