Table 3.

Selected studies of MRD assessment in myeloma

Study*Treatment armsTest method% MRD negativeOutcomes (MRD-negative vs MRD-positive)
Paiva et al.10  Six alternating cycles of VBMCP and VBAD, followed by ASCT (n = 577) Four-color flow cytometry 42% Median PFS 71 mo vs 37 mo (P < .001) 
Median OS not reached vs 89 mo (P = .002) 
Paiva et al11  Six cycles of VMP or VTP (n = 102) Four-color flow cytometry 30% Median PFS not reached vs 35 mo (P = .02) 
Median OS not significantly different 
Korthals et al.12  Idarubicin or dexamethasone plus ASCT (n = 53) ASO-PCR 49% Median EFS 35 mo vs 20 mo (P = .001) 
Median OS 70 mo vs 45 mo (P = .04) 
Paiva et al.13  Conv chemo or TD or VTD and ASCT (n = 241) Four-color flow cytometry 74% of BM CR PFS 86% vs 58% at 3 y (P < .001) 
OS 94% vs 80% at 3 y (P = .001) 
Rawstron et al.14  CVAD or CTD plus ASCT (n = 378) Six-color flow cytometry 62% Median PFS 28.6 mo vs 15.5 mo (P < .001) 
Median OS 80.6 mo vs 59 mo (P = .018) 
Rawstron et al.14  MP vs CTD (n = 245) Six-color flow cytometry 15% Median PFS 10.5 mo vs 7.4 mo (P = .1) 
Martinez-Lopez et al.15  VBMC or VBAD induction therapy plus ASCT or 6 cycles of VMP or VTP (n = 133) NGS  Median TTP 80 mo vs 31 mo (P < .0001) 
Median OS not reached versus 81 mo (P = .02) 
Puig et al.16  VBMC or VBAD induction therapy plus ASCT or 6 cycles of VMP or VTP (n = 170) ASO-PCR 47% VBMCP or VBAD induction therapy plus HDT–ASCT: median PFS 54 mo vs 27 mo (P = .001); OS not significantly different 6 cycles of VMP or VTP: median PFS not reached versus 31 mo (P = .029); OS not significantly different 
Roussel et al.17  VRD plus ASCT plus VRD plus Len (n = 31) Seven-color flow cytometry 68% PFS 100% vs 30% at 3 y 
Ferrero et al.18  VTD plus ASCT (n = 39) ASO-PCR — OS 72% vs 48% at 8 y (P = .0041) 
Korde et al.19  KRD (n = 45) NGS — PFS 100% vs 79% at 12 mo (P < .001) 
Ludwig et al.20  VTD ± C (n = 42) Four-color flow cytometry 80% of BM CR Median PFS not reached vs 38.6 mo (P = .085) 
Avet-Loiseau et al21  VD or RD ± Daratumumab (n = 474, n = 557) NGS 0.8%–9.8% MRD-negative patients experienced fewer progression events than MRD-positive patients 
Oliva et al.22  Induction plus VMP, CRD, or ASCT, followed by Len (n = 105) ASO-PCR 45% Median PFS not reached vs 48.8 mo (P = .01) 
Paiva et al.23  Alternating VMP plus RD (n = 162) NGF 34% Median TTP not reached vs 15 mo OS 70% vs 55% at 3 y 
de Tute et al.24  CTDa or RCDa = /− Len (n = 297) Six-color flow cytometry 13.8% (10.8%–16.0%) Median PFS 34 mo vs 18 mo (P < .0001) 
Attal et al.25  VRD ± ASCT plus VRD plus Len (n = 543) Seven-color flow cytometry 65%–79% MRD-negative patients experienced longer PFS than MRD-positive patients (adjusted HR 0.30 P < .001) 
MRD-negative patients experienced longer OS than MRD-positive patients (adjusted HR 0.34 P < .001) 
Study*Treatment armsTest method% MRD negativeOutcomes (MRD-negative vs MRD-positive)
Paiva et al.10  Six alternating cycles of VBMCP and VBAD, followed by ASCT (n = 577) Four-color flow cytometry 42% Median PFS 71 mo vs 37 mo (P < .001) 
Median OS not reached vs 89 mo (P = .002) 
Paiva et al11  Six cycles of VMP or VTP (n = 102) Four-color flow cytometry 30% Median PFS not reached vs 35 mo (P = .02) 
Median OS not significantly different 
Korthals et al.12  Idarubicin or dexamethasone plus ASCT (n = 53) ASO-PCR 49% Median EFS 35 mo vs 20 mo (P = .001) 
Median OS 70 mo vs 45 mo (P = .04) 
Paiva et al.13  Conv chemo or TD or VTD and ASCT (n = 241) Four-color flow cytometry 74% of BM CR PFS 86% vs 58% at 3 y (P < .001) 
OS 94% vs 80% at 3 y (P = .001) 
Rawstron et al.14  CVAD or CTD plus ASCT (n = 378) Six-color flow cytometry 62% Median PFS 28.6 mo vs 15.5 mo (P < .001) 
Median OS 80.6 mo vs 59 mo (P = .018) 
Rawstron et al.14  MP vs CTD (n = 245) Six-color flow cytometry 15% Median PFS 10.5 mo vs 7.4 mo (P = .1) 
Martinez-Lopez et al.15  VBMC or VBAD induction therapy plus ASCT or 6 cycles of VMP or VTP (n = 133) NGS  Median TTP 80 mo vs 31 mo (P < .0001) 
Median OS not reached versus 81 mo (P = .02) 
Puig et al.16  VBMC or VBAD induction therapy plus ASCT or 6 cycles of VMP or VTP (n = 170) ASO-PCR 47% VBMCP or VBAD induction therapy plus HDT–ASCT: median PFS 54 mo vs 27 mo (P = .001); OS not significantly different 6 cycles of VMP or VTP: median PFS not reached versus 31 mo (P = .029); OS not significantly different 
Roussel et al.17  VRD plus ASCT plus VRD plus Len (n = 31) Seven-color flow cytometry 68% PFS 100% vs 30% at 3 y 
Ferrero et al.18  VTD plus ASCT (n = 39) ASO-PCR — OS 72% vs 48% at 8 y (P = .0041) 
Korde et al.19  KRD (n = 45) NGS — PFS 100% vs 79% at 12 mo (P < .001) 
Ludwig et al.20  VTD ± C (n = 42) Four-color flow cytometry 80% of BM CR Median PFS not reached vs 38.6 mo (P = .085) 
Avet-Loiseau et al21  VD or RD ± Daratumumab (n = 474, n = 557) NGS 0.8%–9.8% MRD-negative patients experienced fewer progression events than MRD-positive patients 
Oliva et al.22  Induction plus VMP, CRD, or ASCT, followed by Len (n = 105) ASO-PCR 45% Median PFS not reached vs 48.8 mo (P = .01) 
Paiva et al.23  Alternating VMP plus RD (n = 162) NGF 34% Median TTP not reached vs 15 mo OS 70% vs 55% at 3 y 
de Tute et al.24  CTDa or RCDa = /− Len (n = 297) Six-color flow cytometry 13.8% (10.8%–16.0%) Median PFS 34 mo vs 18 mo (P < .0001) 
Attal et al.25  VRD ± ASCT plus VRD plus Len (n = 543) Seven-color flow cytometry 65%–79% MRD-negative patients experienced longer PFS than MRD-positive patients (adjusted HR 0.30 P < .001) 
MRD-negative patients experienced longer OS than MRD-positive patients (adjusted HR 0.34 P < .001) 

Abbreviations: ASCT, high-dose (chemo) therapy and autologous stem-cell transplantation; ASO-PCR, allele-specific oligonucleotide PCR; BM, bone marrow; CTD, cyclophosphamide, thalidomide, and dexamethasone; CVAD, cyclophosphamide, vincristine, Adriamycin, and dexamethasone; EFS, event-free survival; HR, hazard ratio; KRD, kyprolis revlimid, dexamethasone; Len, lenalidomide; MP, melphalan and prednisolone; MRD, minimal residual disease; NGF, next-generation flow cytometry; NGS, next-generation sequencing; OS, overall survival; PFS, progression-free survival; RCDa, revlimid, cyclophosphamide and dexamethasone (attenuated); TD, thalidomide and dexamethasone; TTP, time to progression; VRD, velcade revlimid, dexamethasone; VBAD, vincristine, carmustine, adriamycin, and dexamethasone; VBMCP, vincristine, carmustine, melphalan, cyclophosphamide, and prednisone; VMP, bortezomib, melphalan, and prednisone; VTD, velcade, thalidomide, and dexamethasone; VTP, bortezomib, thalidomide, and prednisone.

*

I apologize that I am only able to mention a small number of the studies concerning MRD in myeloma. I would like to acknowledge the work of all of my colleagues who have contributed to the knowledge of MRD in myeloma.

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