Cardiovascular

Next Generation Flow and Next Generation Sequencing for Measurable Residual Disease Assessment in Multiple Myeloma Patients: A Real-Life Italian Multicenter Harmonization Experience.

TL;DR

This pilot study from the Italian MM-MRD network provided preliminary data for MRD harmonization across Italian centers using NGF and NGS approaches, paving the way for an expanded network aiming at reducing variability, improving comparability, and enabling broader use of MRD-monitoring in clinical practice.

Key Findings

The NGF inter-operator retrospective study (Stage 1) showed high inter-center concordance in monoclonal plasma cell detection.

  • Intraclass correlation coefficient (ICC) = 0.90, p < 0.001
  • Seven laboratories participated in the NGF workgroup
  • The EuroFlow Standard-Operating-Protocol was implemented to reach minimum 1 × 10-5 sensitivity
  • This stage involved retrospective analysis of samples across operators

The NGF inter-laboratory correlation study (Stage 2) using in-vivo samples showed only moderate concordance.

  • ICC = 0.63, p < 0.001 for inter-laboratory correlation in in-vivo samples
  • Greater variability was observed compared to the inter-operator stage
  • Median limit-of-detection (LOD) reached was 8 × 10-6
  • Median limit-of-quantification (LOQ) reached was 2 × 10-5
  • Greater variability was also observed in the analysis of other bone marrow cell populations

The NGS workgroup achieved 100% concordance among centers for clonotype identification in the first quality-control round.

  • Four laboratories participated in the NGS workgroup
  • A targeted amplicon-based approach was employed to detect clonotypic IGH/IGK gene rearrangements
  • Clonotypes identified in diagnostic samples were subsequently used to track MRD in mock samples
  • QC1 focused on finding a shared strategy for clonotype identification and achieved 100% concordance

NGS MRD quantification concordance in mock samples improved from the second to the third quality-control round.

  • Concordance in QC2 (mock sample MRD quantification) was 81%
  • Concordance in QC3 (mock sample MRD quantification) improved to 91%
  • The 10-5 sensitivity level was successfully reached in most tested dilutions: 19/20 (95%) in QC2 and 19/23 (83%) in QC3

Reproducibility across laboratories is a major concern in MRD evaluation for multiple myeloma, as discrepancies among results make comparability impractical.

  • MRD level is described as one of the most important features correlating depths of response and long-term outcomes in MM
  • MRD evaluation is currently considered the gold standard tool for assessing treatment response
  • The Italian MM-MRD network project was established specifically to address inter-laboratory harmonization
  • Both NGF and NGS approaches were evaluated across multiple centers in newly diagnosed MM patients

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Citation

Oliva S, Martello M, Saraci E, Armuzzi S, Solli V, Barbato S, et al.. (2026). 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. https://doi.org/10.1002/cam4.71678