| Literature DB >> 30404199 |
Fabio Forghieri1, Patrizia Comoli2,3, Roberto Marasca4, Leonardo Potenza5, Mario Luppi6.
Abstract
Acute myeloid leukemia (AML) with NPM1 gene mutations is currently recognized as a distinct entity, due to its unique biological and clinical features. We summarize here the results of published studies investigating the clinical application of minimal/measurable residual disease (MRD) in patients with NPM1-mutated AML, receiving either intensive chemotherapy or hematopoietic stem cell transplantation. Several clinical trials have so far demonstrated a significant independent prognostic impact of molecular MRD monitoring in NPM1-mutated AML and, accordingly, the Consensus Document from the European Leukemia Net MRD Working Party has recently recommended that NPM1-mutated AML patients have MRD assessment at informative clinical timepoints during treatment and follow-up. However, several controversies remain, mainly with regard to the most clinically significant timepoints and the MRD thresholds to be considered, but also with respect to the optimal source to be analyzed, namely bone marrow or peripheral blood samples, and the correlation of MRD with other known prognostic indicators. Moreover, we discuss potential advantages, as well as drawbacks, of newer molecular technologies such as digital droplet PCR and next-generation sequencing in comparison to conventional RQ-PCR to quantify NPM1-mutated MRD. In conclusion, further prospective clinical trials are warranted to standardize MRD monitoring strategies and to optimize MRD-guided therapeutic interventions in NPM1-mutated AML patients.Entities:
Keywords: NPM1-mutated acute myeloid leukemia; allogeneic hematopoietic stem cell transplantation; clinical outcome; intensive chemotherapy; molecular minimal/measurable residual disease monitoring; prognostic thresholds and timepoints
Mesh:
Substances:
Year: 2018 PMID: 30404199 PMCID: PMC6274702 DOI: 10.3390/ijms19113492
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
MRD monitoring in NPM1-mutated AML series: review of the literature.
| Reference/Type of Study | Number of Patients/Median Age (Years, Range) | Number of Samples (PB/BM) | Number of Samples per Patient (Median, Range) | Molecular Method/Material | Sensitivity of the Assay | |
|---|---|---|---|---|---|---|
| Gorello et al., 2006 [ | 20/NA | NA (PB and/or BM samples at diagnosis and/or at different timepoints) | NA (13 patients analyzed at diagnosis and post-induction). MRD kinetics during follow-up of 3 representative patients is reported | RQ-PCR/cDNA (5 cases), DNA (15 cases) | A, B (cDNA); A, B, D, E, G, H (DNA) | 10−3–10−6 |
| Chou et al., 2007 [ | 38/47 (17–87) | 194 BM | 5 | RQ-PCR/DNA | 7 different mutations | 10−5 |
| Papadaki et al., 2008 [ | 51/58 (22–78) | 154 (18 PB/136 BM) | NA (26 patients analyzed at diagnosis and at least at 2 timepoints during therapy; 27 patients analyzed at diagnosis and after induction therapy) | RQ-PCR/cDNA | A | 10−5 |
| Barragan et al., 2008 [ | 24/17 cases (71%) <60 yeas | 97 (5 PB/92 BM) | NA | RQ-PCR/cDNA | A | 10−5 |
| Bacher et al., 2009 [ | 13/47 (20–66) | 139 (PB/BM) | 7 (2–25) | RQ-PCR/DNA | A, B | 10−4–10−6 |
| Schnittger et al., 2009 [ | 252/59 (20–79) | 1227 (28 PB at diagnosis/1199 BM) | 4 (2–16) | RQ-PCR/cDNA | 17 different mutations | 10−4–10−6 |
| Stahl et al., 2010 [ | 25/53 (21–73) | 76 (38 PB/38 BM) | 1–2 | RQ-PCR/DNA | A | 10−4–10−6 |
| Dvorakova et al., 2010 [ | 25/51 (43–75) | 1026 (339 PB/687 BM) | 28 (11–68) | RQ-PCR/DNA | 9 different mutations | 10−4–10−6 |
| Ommen et al., 2010 [ | 180 (54 in HR)/NA | 193 CCR and 70 relapse samples | NA | RQ-PCR/cDNA | NA | 10−4–10−6 |
| Kristensen et al., 2011 [ | 20/61 (41–76) | 204 | NA | RQ-PCR/DNA | A | 2.4 × 10−5 |
| Kronke et al., 2011 [ | 245/49 (19–61) | 1682 (410 PB/1272 BM) | NA | RQ-PCR/cDNA | 6 different mutations | 10−5–10−6 |
| Thol et al., 2012 [ | 10/NA (adult patients) | 45 | NA | NGS, RQ-PCR/DNA, cDNA | 3 different mutations (8 cases A, 1 case D, 1 case atypical) | 10−4 |
| Abdelhamid et al., 2012 [ | 20/55 (27–69) | 116 (20 at diagnosis, 96 follow-up samples, namely 55 PB and 41 BM) | 4.5 (2–11) | RQ-PCR/DNA | 3 different mutations (A, B, insCACG) | 10−4–10−5 |
| Schiller et al., 2012 [ | 30 (among 54 | NA | NA | RQ-PCR/cDNA | NA | 10−4–10−6 |
| Shayegi et al., 2013 [ | 155/51 (20–79) | 1750 (817 PB/933 BM) | NA | RQ-PCR/DNA | A, B, D | 10−5 |
| Jeziskova et al., 2013 [ | 6 (among 8 patients with | 60 (17 PB/43 BM) | 3–14 | RQ-PCR/DNA | A, B | 10−4–10−6 |
| Salipante et al., 2014 [ | 6/NA | 22 BM | 2–6 | NGS/DNA | No need for mutation-specific probes | 10−5 |
| Hubmann et al., 2014 [ | 158/57 (18–80) | 588 BM | NA | RQ-PCR/cDNA | A, B, D | 10−6 |
| Bacher et al., 2014 [ | 99/NA | 498 | 4 (1–28) | digital PCR/cDNA | 37 different mutations | 10−4–10−5 |
| Lambert et al., 2014 [ | 77 patients with | 250 (125 PB/125 BM) | NA | RQ-PCR/cDNA | A, B, D | 10−5 |
| Debarri et al., 2015 [ | 31/60 (23–70) | 94 | NA | RQ-PCR for | A, B, D | 10−5 |
| Pettersson et al., 2016 [ | 19/64 (28–78) | 63 (2 PB/61 BM) | 1–9 | RQ-PCR/DNA | A | 10−5 |
| Karas et al., 2016 [ | 60/54 (30–66) | 60 BM | 1 (pre-HSCT) | RQ-PCR/cDNA | A, B, D | NA |
| Alizad Ghandforoush et al., 2016 [ | 11/42 (28–63) | 71 (PB/BM) | NA | RQ-PCR/DNA | A | 10−5 |
| Ivey et al., 2016 [ | 346 in preliminary development phase, 91 in validation cohort/50 (6–68) | 2569 in first phase (1667 PB/902 BM) | 6 | RQ-PCR/cDNA | 27 different mutations | 10−5 |
| Kayser et al., 2016 [ | 67/55 (21–70) | 406 (BM) at different timepoints | pre-transplant MRD was available for 39/51 (76.4%) patients in CR at HSCT (22 cases, 56% MRD-positive) | RQ-PCR/cDNA | A, B, D | 10−5–10−6 |
| Malmberg et al., 2017 [ | 17 (3 | NA | NA | RQ-PCR, NGS/DNA | A | 10−5 |
| Balsat et al., 2017 [ | 152/49 (21–61) | 304 (PB/BM) at diagnosis and 270 post-induction | samples obtained at diagnosis and after induction CHT | RQ-PCR/cDNA | A, B, D | 10−5 |
| Schieppati et al., 2017 [ | 68/56 (27–74) | NA | 4 PB/BM samples (at diagnosis, TP1 at CR, TP2 post-consolidation, TP3 post 1st cycle of Ara-C) | RQ-PCR/cDNA | NA | 10−4–10−5 |
| Mencia-Trinchant et al., 2017 [ | 3/- | NA | Sequential determination of MRD levels | ddPCR/cDNA | multiplex assay effective in a range of diverse common and rare | 10−4–10−5 |
| Getta et al., 2017 [ | 104 (10 with | 58 BM at diagnosis, 83 BM before HSCT for NGS | NA | NGS, MFC/DNA | 2 different mutations | 10−4 |
| Bill et al., 2018 [ | 51/62 (33–74) | 51 (40 PB/11 BM) | samples collected directly before HSCT | ddPCR/cDNA | A, D | 10−4 |
| Jongen-Lavrencic et al., 2018 [ | 430 (168 with | 482 PB/BM samples at diagnosis, 430 BM samples after treatment | 2 (at diagnosis and in CR) | NGS, MFC/DNA | NA | 10−4 |
| Zhou et al., 2018 [ | 59/57(21–79) | 104 BM | pre-HSCT and post-HSCT | NGS, MFC/DNA | - | 10−4 |
| Zappasodi et al., 2018 [ | 201 (116 with | NA | Availability of samples during treatment and follow-up was variable. | RQ-PCR/cDNA | NA | 10−4–10−5 |
| Delsing Malmberg et al., 2018 [ | 29/49 (18–66) | 83 (6 PB/77 BM) | 3 (at diagnosis, before and after HSCT) | NGS/DNA | all recurrent insertion mutations in | 10−4 |
| Kapp-Schwoerer et al., 2018 [ | 611/18–60 | 6339 (2812 PB/3527 BM) | NA (samples analyzed at diagnosis, during treatment and follow-up) | RQ-PCR/cDNA | NA | 10−5–10−6 |
| Caprioli et al., 2018 [ | 27/57 (23–65) | 27 BM | 1 (pre alloHSCT) | RQ-PCR/cDNA | NA | 10−4 |
| Patkar et al., 2018 [ | 83/NA | NA | NA | NGS/DNA | 12 different mutations | 10−5 |
| Onecha et al., 2018 [ | 63 (57 with | 106 BM (51 after induction, 55 post consolidation CHT) | 2 | NGS/DNA | A | 10−5 |
| Petrova et al., 2018 [ | 90 (22 positive for | 149 BM | NA (90 at diagnosis, 22 after induction, 37 during follow-up) | RQ-PCR for | A | NA |
| Prata et al., 2018 [ | 34 with newly diagnosed | MRD assessment available on BM samples in 6 patients | NA | RQ-PCR/NA | A, B, D | NA |
| Ottone et al., 2018 [ | 556 de novo AML (177 with | NA (BM samples at diagnosis, during follow-up, at relapse) | NA ( | RQ-PCR/cDNA | A | 10−5 |
| Gaksch et al., 2018 [ | 34 cytogenetically normal AML (16 cases with | 34 BM or PB at diagnosis, 27 BM samples in remission | 2 (at diagnosis and after at least one consolidation therapy) | NGS/DNA extracted from BM slides | Multiplex analysis of 19 genes, including | 10−2 |
MRD, minimal/measurable residual disease; AML, acute myeloid leukemia; PB, peripheral blood; BM, bone marrow; NA, not available; RQ-PCR, real-time quantitative polymerase chain reaction; cDNA, complimentary DNA; HR, hematological relapse; CCR, continuous complete remission; NGS, next-generation sequencing; HSCT, hematopoietic stem cell transplantation; CR, complete remission; TP, timepoint; ddPCR, digital droplet PCR; MFC, multiparametric flow cytometry; CHT, chemotherapy.
Clinical impact of MRD monitoring in NPM1-mutated AML patients.
| Reference | Intensive CHT/HSCT (No. of Patients) | Significant MRD Threshold | Prognostic Timepoints | Correlation with Other Molecular Markers | Clonal Evolution | Median Time since Molecular to Morphologic Relapse (Range) | Clinical Relevance |
|---|---|---|---|---|---|---|---|
| Gorello et al., 2006 [ | Yes/NA | NA (3/5 cases with MRD <1% long-term survivors) | NA | NA | NA | NA |
|
| Chou et al., 2007 [ | 38 Yes/11 alloHSCT | 0.1% | End of consolidation; follow-up | No | 4.9 months (1–12.3) |
Any rise of mutant signals during follow-up increased relapse risk MRD < 0.1% predicted longer RFS and OS Failure to achieve 2 logs reduction after consolidation predicted shorter RFS and OS | |
| Papadaki et al., 2008 [ | 50 Yes/11 alloHSCT | NA (median log10 reduction of 2.48 post induction correlated with response to therapy) | NA | NA | In 2/21 relapses (9.5%) | NA |
In selected patients, it was possible to correlate the changes of the |
| Barragan et al., 2008 [ | 24 Yes/NA | NA (in 19 patients in CCR a median 3% MRD after induction was shown. Median MRD level after consolidation 0.3% | NA | Expression levels of | No | MRD increase 1 to 5 months before relapse in 4/6 cases |
MRD negativity or maintenance of very low levels of Increase in |
| Bacher et al., 2009 [ | -/13 alloHSCT | NA | All 4 patients (29%) with persistent MRD positive after HSCT relapsed | Correlation with molecular chimerism. | No | 24 days (12–38) |
After HSCT 10/14 cases (71%) PCR-negative, of which 4 achieved stable CR. MRD increase preceded morphologic relapse |
| Schnittger et al., 2009 [ | 252 Yes/53 alloHSCT | 0.01% during 1st line treatment.0.1% after HSCT and during 2nd line treatment. |
early assessment (days 18–60) days 60–121 days 121–365 longer than 1 year after start of treatment | No | 62 days (15–221) |
MRD for | |
| Stahl et al., 2010 [ | -/25 alloHSCT | NA | Post-HSCT follow-up | High rate of congruent results with chimerism analysis | No | NA |
Concordant results in BM and PB in 60% of sample pairs. Cases with <0.01% MRD in BM were negative in PB. Higher MRD levels in BM (>0.2%) predicted PB positivity |
| Dvorakova et al., 2010 [ | 25 Yes/4 alloHSCT | Reappearance of | NA | NA | No | 97 days (12–141) |
Molecular relapse preceded hematological relapse in 80% of evaluable patients. Strong correlation between PB and BM samples |
| Ommen et al., 2010 [ | NA/NA | 0.005% (threshold to define molecular relapse) | NA | More rapid MRD growth in | No | 120 days without |
Mathematical model to determine the frequency of relapse detection Sampling every 4 and 6 months suggested in |
| Kristensen et al., 2011 [ | 20 Yes/NA | NA | Reoccurrence of | No ( | 46 days (20–182) |
All relapses were associated with high levels of Detectable | |
| Kronke et al., 2011 [ | 245 Yes/80 alloHSCT | 2% |
-MRD negativity after 2 induction cycles -After completion of therapy -During follow-up | In 5 patients | 2.6 months (0.4–23.6) |
Observation of higher Serial post-treatment MRD assessment allowed early detection of relapse | |
| Thol et al., 2012 [ | 10 Yes/NA | NA | NA | NA | NA |
Parallel assessment of MRD by NGS and RQ-PCR was concordant in 95% of analyzed samples NGS as a potentially highly flexible and reliable tool to assess MRD | |
| Abdelhamid et al., 2012 [ | 20 Yes/NA | NA | After induction therapy | Similar kinetics of | No | NA for |
The 3 MRD markers tested showed comparable kinetics in 17/20 (85%) cases |
| Schiller et al., 2012 [ | 54 (30 | NA | NA (samples collected at diagnosis, during treatment and follow-up) | MRD for | NA | NA |
MRD negativity predicted lasting remission independent of alloHSCT or non-alloHSCT |
| Shayegi et al., 2013 [ | 155 Yes/40 alloHSCT | -MRD level >1% after conventional CHT-MRD level >10% after alloHSCT | After intensive CHT and after HSCT | Prognostic role of MRD remained significant after adjustment for | No |
121 days (70–172) for MRD > 1% 66 days (34–98) for MRD > 10% |
Rising of MRD was associated with increased risk of relapse. DFS and OS analyses revealed significantly worse outcomes in patients with rising MRD levels |
| Jeziskova et al., 2013 [ | 8 Yes/4 alloHSCT | NA | NA | Concordance of quantitative detection of | NA | NA |
In 5/6 patients, the kinetics of |
| Salipante et al., 2014 [ | 6 Yes/NA | NA | NA | NA | In 2 patients genetically distinct | NA |
As a proof of principle, NGS documented MRD in all samples deemed negative by flow cytometry, without the need for mutation-specific probes |
| Hubmann et al., 2014 [ | 158 Yes/30 alloHSCT | cut-off ratio 0.01 and 3-log reduction | After induction CHT | Prognostic role of MRD regardless of ELN risk stratification. | 58 days (20–98) |
Assessment of MRD levels after induction was significant to identify patients in CR with high risk of relapse. There was also a trend for OS | |
| Bacher et al., 2014 [ | 99 Yes/NA | 0.01% |
days 18–60 days 61–120 days 121–365 >day 365 | NA | No | NA |
digital PCR threshold of 0.01% prognostically relevant. |
| Lambert et al., 2014 [ | 77 Yes/NA | 0.1% (in BM samples) |
after induction CHT at the end of treatment | After adjustment for | No | NA |
Positive Achievement of negative |
| Debarri et al., 2015 [ | 31 Yes/NA | 0.1% |
post induction CHT post first and second consolidation courses | Analysis of correlation between | One patient with | NA |
|
| Pettersson et al., 2016 [ | 15 Yes/5 HSCT | 0.1% | During follow-up | NA | One of 8 relapsing patients developed a | NA |
RQ-PCR of NPM1 A type mutation was more sensitive and reliable than MFC for determination of MRD |
| Karas et al., 2016 [ | -/60 alloHSCT | 0.1% | pre-transplant (less than 1 week prior to start conditioning regimen) | No | 4 months (3–13) from HSCT to relapse, especially in patients with high preHSCT MRD |
older age and pre-transplant MRD had independent prognostic impact on EFS and OS 3-year relapse rate, EFS and OS were 6%, 72%, 75% with low-level MRD and 48%, 35%, 40% in patients with higher MRD levels | |
| Alizad Ghandforoush et al., 2016 [ | 11 Yes/6 alloHSCT | <5 log reduction | during follow-up | NA | No | NA |
Relapse occurred in 6 (54.5%) patients, whose |
| Ivey et al., 2016 [ | 346 + 91 Yes/82 alloHSCT | 0.01% | after second CHT cycle (PB samples) | Presence of | 133 days (BM), 87 days (PB) |
Persistence of MRD as the only independent prognostic factor for death | |
| Kayser et al., 2016 [ | -/67 alloHSCT | 1% | prior to alloHSCT | No | NA |
Significant difference in OS after alloHSCT between pre-transplant MRD-positive and MRD-negative patients (estimated 5-year OS rates 40% vs. 89%) Outcome of patients with preHSCT MRD positivity as poor as that of cases transplanted with refractory disease | |
| Malmberg et al., 2017 [ | NA/NA | 0.001% | NA |
| NA | NA |
For mutation load of Targeted deep sequencing more sensitive for MRD quantification than MFC |
| Balsat et al., 2017 [ | 152 Yes/44 alloHSCT | 4-log reduction in PB MRD | post-induction CHT cycle | Abnormal karyotype, | No | NA |
Patients without early MRD reduction had higher incidence of relapse and shorter OS In patients with non favorable AML, HSCT improved outcomes only in case of <4-log reduction PB-MRD |
| Schieppati et al., 2017 [ | 68 Yes/9 alloHSCT | 0.5% | TP1 (BM), TP3 (PB) | No | NA |
Molecular MRD monitoring of crucial importance in detecting relapse at an early stage | |
| Mencia-Trinchant et al., 2017 [ | 3 Yes/- | NA | NA | NA | No | NA |
Novel ddPCR technique composed of massively multiplex pools of insertion-specific primers that selectively detected virtually all |
| Getta et al., 2017 [ | -/104 alloHSCT | <5% VAF | before HSCT | NA | No | NA |
Mutations in MRD detected concurrently with MFC and NGS conferred the highest relapse risk |
| Bill et al., 2018 [ | 51 Yes/51 HSCT | 0.01% | prior to HSCT | Adverse prognostic role of | NA | 101 days after HSCT (median time to relapse for all patient cohort) |
17/51 (33.3%) patients were MRD positive before HSCT The 2-year cumulative incidence of relapse was 64.7% vs. 6% translating into OS 38.8% vs. 71.7% in pre HSCT MRD+ and MRD-negative, respectively |
| Jongen-Lavrencic et al., 2018 [ | 430 (168) Yes/ | 2.5% allele frequency | samples obtained during a defined period of remission, between 21 days and 4 months after start of second treatment cycle | - | NA | NA |
mutations persisted in 51.4% of patients during CR Persistent DTA mutations not correlated with increased relapse rate Persistent non-DTA mutations conferred higher relapse rates and lower survival rates |
| Zhou et al., 2018 [ | -/59 alloHSCT | 0.01% | pre-HSCT and post HSCT (around day +28) | Peri-HSCT MRD independent prognostic factor | No | NA |
Before HSCT MRD detected by MFC was the most significant risk factor for relapse NGS testing of |
| Zappasodi et al., 2018 [ | 201 Yes/4 alloHSCT | NA | MRD negativity at any time, during or after the end of 1st line treatment | NA | No | NA |
molecular CR obtained in 73.7% of molecular CR at the end of treatment prognostic factor for DFS and OS in |
| Delsing Malmberg et al., 2018 [ | -/29 alloHSCT | 0.02% | pre and post-HSCT | MRD was an independent risk factor associated with clinical outcome | No | 4.5 months (3.5–11) for MRD+; 7.7 months (7–32) for MRD-cases |
Post-HSCT deep sequencing MRD status was significantly associated with clinical outcome (3-year OS 20% vs. 89%) |
| Kapp-Schwoerer et al., 2018 [ | 611 Yes/162 alloHSCT | 2% | post two CHT cycles (BM) | No | NA |
Outcome of patients who became MRD negative or remained positive but had 2017 ELN favorable risk profile was superior after high-dose AraC consolidation than after alloHSCT MRD monitoring useful to inform post-remission therapy | |
| Caprioli et al., 2018 [ | -/27 alloHSCT | 0.01% | pre-alloHSCT | NA | No | NA |
molecular analysis had higher sensitivity than MFC Low-level or negative MRD associated with improved LFS |
| Patkar et al., 2018 [ | 83 Yes/- | 1-log cut-off between post induction and post consolidation | post induction and post consolidation | NGS-MRD for | No | NA |
NGS was an useful test for prediction of relapse and survival NGS and MFC may be complementary, with patients MRD-negative by both techniques having excellent outcome |
| Onecha et al., 2018 [ | 50 Yes/7 alloHSCT | 0.1% post induction/0.025% post consolidation | post induction and post consolidation | Higher risk of death in subjects with advanced age, MRD+ status or with | No | NA |
MRD+ status post induction and post consolidation associated with lower OS and shorter DFS and OS (33% vs 81%), respectively NGS improved the capacity to predict AML outcome over MFC or RQ-PCR |
| Petrova et al., 2018 [ | 22 Yes/NA | NA | NA | NA | NA |
ddPCR more sensitive than NGS for In the absence of more sensitive markers, | |
| Prata et al., 2018 [ | 0/0 | NA | >3 log | No factors, including type of HMA, | NA | NA |
Overall response rate 45% (CR in 23.5% of patients) Median OS 280 days No difference in OS between cohorts with or without |
| Ottone et al., 2018 [ | 177 Yes/NA | NA | NA | Evaluation of correlation with | NA | NA |
|
| Gaksch et al., 2018 [ | 34 Yes/- | VAF <0.5% | After at least one consolidation cycle | In multivariate analysis including age, leukocyte count and genetic risk, residual disease positivity remained statistically significant as an adverse factor for RFS | NA | NA |
Persistence of non- Strong concordance between NGS and ddPCR for |
MRD, minimal/measurable residual disease; AML, acute myeloid leukemia; CHT, chemotherapy; HSCT, hematopoietic stem cell transplantation; NA; not available; alloHSCT, allogeneic HSCT; RFS, relapse-free survival; OS, overall survival; CR, complete remission; EFS, event-free survival; BM, bone marrow; PB, peripheral blood; NCN, normalized copy number; NGS, next-generation sequencing; RQ-PCR, real-time quantitative polymerase chain reaction; DFS, disease-free survival; ELN, European Leukemia Net; GO, gemtuzumab ozogamycin; MFC, multiparametric flow cytometry; TP, timepoint; ddPCR, digital droplet PCR; DTA (DNMT3A, TET2, ASXL1); VAF, variant allele frequency; LFS, leukemia-free survival, HMA, hypomethylating agents (azacitidine, decitabine, guadecitabine).