Evidence map›Paper›PMID 34266889›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2021

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

Bita Sahaf, Mina Pichavant, Brian H Lee, Caroline Duault, Emily M Thrash, Melanie Davila, Nicolas Fernandez, Karen Millerchip, Salah-Eddine Bentebibel, Cara Haymaker and 17 more

Abstract readMulticenter Study
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Trial
  2. Trial
  3. Review
  4. Article
  5. Article
  6. Article
  7. Review
  8. Review
  9. Full spectrum flow cytometry and mass cytometry: A 32-marker panel comparison.Cytometry. Part A : the journal of the International Society for Analytical Cytology · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

27 authors.

Bita Sahaf *Stanford Cancer Institute, Stanford Medicine, Stanford University, California. bsahaf@stanford.edu.
Mina Pichavant *Stanford Institute for Immunity, Transplantation and Infection, Stanford Medicine, Stanford university, California.
Brian H LeeHuman Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, New York.
Caroline DuaultStanford Institute for Immunity, Transplantation and Infection, Stanford Medicine, Stanford university, California.ORCID 0000-0003-2742-1668
Emily M ThrashDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-3423-0336
Melanie DavilaDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0003-1763-0028
Nicolas FernandezDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Karen MillerchipDepartment of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Salah-Eddine BentebibelDepartment of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0001-9824-107X
Cara HaymakerDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-1317-9287
Natalia SigalStanford Institute for Immunity, Transplantation and Infection, Stanford Medicine, Stanford university, California.
Diane M Del ValleHuman Immune Monitoring Center, Tisch Cancer Institute and the Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0001-6983-5362
Srinika RanasingheDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Sarah FayleDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Beatriz Sanchez-EspiridionDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Jiexin ZhangDepartment of Bioinformatics & Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0001-9526-6730
Chantale BernatchezDepartment of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0001-5926-3460
Catherine J WuDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-3348-5054
Ignacio I WistubaDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Seunghee Kim-SchulzeHuman Immune Monitoring Center, Tisch Cancer Institute and the Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York.
Sacha GnjaticHuman Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0001-5643-9520
Sean C BendallDepartment of Pathology, Stanford Medicine, Stanford University, Stanford, California.ORCID 0000-0003-1341-2453
Minkyung SongDivision of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, Maryland.
Magdalena ThurinDivision of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, Maryland.
J Jack LeeDepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0001-5469-9214
Holden T MaeckerStanford Institute for Immunity, Transplantation and Infection, Stanford Medicine, Stanford university, California.
Adeeb RahmanHuman Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, New York.

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Scott Kopetz · 1985 to 2026
$290.8M
UNIVERSITY OF TEXAS--SPORE IN LUNG CANCERP50CA070907 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI GIBBONS, DON LYNN · 1996 to 2024
$57.4M
High-Dimensional Immune Monitoring of NCI-Supported Immunotherapy TrialsU24CA224319 · NCI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Sacha Gnjatic, Seunghee Kim-Schulze · 2017 to 2026
$21.5M
Stanford Cancer Immune Monitoring and Analysis Center (CIMAC)U24CA224309 · NCI · STANFORD UNIVERSITY · PI Sean Curtis Bendall, Holden T. Maecker · 2017 to 2026
$19.9M
Cancer Immune Monitoring and Analysis CenterU24CA224331 · NCI · DANA-FARBER CANCER INST · PI FRANK S HODI, Catherine Ju-Ying Wu · 2017 to 2026
$18.4M
Translational Cancer Immune Monitoring and Analysis Center (TCIMAC)U24CA224285 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Gheath Al-Atrash, Cara L Haymaker · 2017 to 2026
$16.7M
Cancer Immunologic Data Commons (CIDC) Supplement RequestU24CA224316 · NCI · DANA-FARBER CANCER INST · PI CERAMI, ETHAN, MICHOR, FRANZISKA · 2017 to 2022
$6.8M
NCI NIH HHS HHSN261201600002CNCI NIH HHS P30 CA016672NCI NIH HHS P50 CA070907NCI NIH HHS U24 CA224285NCI NIH HHS U24 CA224309NCI NIH HHS U24 CA224316NCI NIH HHS U24 CA224319NCI NIH HHS U24 CA224331
6 · The paper itself

Abstract

purposeThe 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

designWe 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).

resultsAverage 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.

conclusionsThese 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.

Indexed as

Flow CytometryLeukocytes, MononuclearBiomarkers, TumorHumansMonitoring, ImmunologicNeoplasmsBiomarkers, Tumor

Identifiers

PMID34266889
PMCPMC8448982

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.