ArticleCytometry. Part B, Clinical cytometry2022
Evaluation of multiple myeloma measurable residual disease by high sensitivity flow cytometry: An international harmonized approach for data analysis.
Article in Cytometry. Part B, Clinical cytometry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Endogenous CD28 Drives the Persistent Activity of CAR T Cells in Myeloma and Lymphoma Models.Blood cancer discovery · 2026Article
- Next Generation Flow and Next Generation Sequencing for Measurable Residual Disease Assessment in Multiple Myeloma Patients: A Real-Life Italian Multicenter Harmonization Experience.Cancer medicine · 2026Article
- Bone marrow hemodilution assessment in multiple myeloma MRD by next generation flow cytometry - a mini review.Frontiers in oncology · 2026Review
- Minimal Residual Disease Detection: Bridging Molecular and Clinical Strategies for Recurrence Prevention in Gynecologic Cancers.International journal of molecular sciences · 2025Review
- Applications of Multiparameter Flow Cytometry in the Diagnosis, Prognosis, and Monitoring of Multiple Myeloma Patients.Diseases (Basel, Switzerland) · 2025Review
- Daratumumab and isatuximab differentially affect CD38 detection on plasma cells in myeloma: Anti-CD38 nanobody (clone JK36) and CD319 combination improve flow cytometric identification of plasma cells after targeted therapies.British journal of haematology · 2025Article
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- The significance of free light-chain ratio in light-chain monoclonal gammopathy of undetermined significance: a flow cytometry sub-study of the iStopMM screening study.Blood cancer journal · 2024Article
- Article
- Determining hemodilution in diagnostic bone marrow aspirated samples in plasma cell disorders by next-generation flow cytometry: Proposal for a bone marrow quality index.Blood cancer journal · 2023Article
- Standardizing Clinical Workflow for Assessing Minimal Residual Disease by Flow Cytometry in Multiple Myeloma.Clinical lymphoma, myeloma & leukemia · 2023Article
- "Friends and foes" of multiple myeloma measurable/minimal residual disease evaluation by next generation flow.Frontiers in oncology · 2022Review
Corrections and comments
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Authors and funding
23 authors.
Funding
Abstract
backgroundMultiple myeloma (MM) measurable residual disease (MRD) evaluated by flow cytometry is a surrogate for progression-free and overall survival in clinical trials. However, analysis and reporting between centers lack uniformity. We designed and evaluated a consensus protocol for MM MRD analysis to reduce inter-laboratory variation in MM MRD reporting.
methodsSeventeen participants from 13 countries performed blinded analysis of the same eight de-identified flow cytometry files from patients with/without MRD using their own method (Stage 1). A consensus gating protocol was then designed following survey and discussions, and the data re-analyzed for MRD and other bone marrow cells (Stage 2). Inter-laboratory variation using the consensus strategy was reassessed for another 10 cases and compared with earlier results (Stage 3).
resultsIn Stage 1, participants agreed on MRD+/MRD- status 89% and 68% of the time respectively. Inter-observer variation was high for total numbers of analyzed cells, total and normal plasma cells (PCs), limit of detection, lower limit of quantification, and enumeration of cell populations that determine sample adequacy. The identification of abnormal PCs remained relatively consistent. By consensus method, average agreement on MRD- status improved to 74%. Better consistency enumerating all parameters among operators resulted in near-unanimous agreement on sample adequacy.
conclusionUniform flow cytometry data analysis substantially reduced inter-laboratory variation in reporting multiple components of the MM MRD assay. Adoption of a harmonized approach would meet an important need for conformity in reporting MM MRD for clinical trials, and wider acceptance of MM MRD as a surrogate clinical endpoint.
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