Next Generation Flow and Next Generation Sequencing for Measurable Residual Disease Assessment in Multiple Myeloma Patients: A Real-Life Italian Multicenter Harmonization Experience.
Oliva S, Martello M, et al. • Cancer medicine • 2026
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
Results
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
Results
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
Results
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
Results
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
Background
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
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