Prognostic Value of Sequencing-Based Minimal Residual Disease Detection in Multiple Myeloma

Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 2003-2003 ◽  
Author(s):  
Hiroyuki Takamatsu ◽  
Ryoichi Murata ◽  
Jianbiao Zheng ◽  
Martin Moorhead ◽  
Naoki Takezako ◽  
...  

Abstract Background: Although molecular complete remission (mCR) in multiple myeloma (MM) can be assessed by allele-specific oligonucleotide (ASO)-PCR, this technique requires preparation of clonotype-specific primers for each individual, which is laborious and time-consuming. We utilized the LymphoSIGHTTM platform, which employs consensus primers and next-generation sequencing (NGS) to amplify and sequence all rearranged immunoglobulin gene segments present in a myeloma clone, to assess mCR. This technique has been shown to have 1-2 logs greater sensitivity compared to ASO-PCR and flow cytometry, respectively (Faham et al, Blood 2012). Usage of the sequencing method for minimal residual disease (MRD) detection in MM may provide increased sensitivity and specificity, while overcoming the challenges associated with ASO-PCR. We compared the LymphoSIGHTTM method with ASO-qPCR for MRD detection in autografts and bone marrow (BM) in the autologous peripheral blood stem cell (PBSC) transplantation (ASCT) setting. Methods: One hundred and nine Japanese patients with newly diagnosed MM who received various induction regimens prior to ASCT were retrospectively analyzed. All patients had achieved a partial response (PR) or better after ASCT. BM slides from 84 MM patients and fresh/frozen BM cells from 25 MM patients at diagnosis, as well as autografts/post-ASCT BM cells from each patient, were obtained for DNA extraction. IGH-based ASO-qPCR was performed as described previously (Methods Mol Biol 2009). Using universal primer sets, we amplified IGH variable (V), diversity (D), and joining (J) gene segments, IGH-DJ, and IGK from genomic DNA. Amplified products were subjected to deep sequencing using NGS. Reads were analyzed using standardized algorithms for clonotype determination. Myeloma-specific clonotypes were identified for each patient based on their high frequency in BM samples. Results : Myeloma clonotypes could be identified in autografts/post-ASCT BM cells in 98 of 109 patients (90%) and by ASO-qPCR in 63 of 101 patients (62%). MRD by NGS was assessed in autografts of 89 patients. 70 of 89 patients (79%) were positive by NGS; 28 of 62 patients (45%) were positive by ASO-qPCR. Although we observed a high correlation between NGS and PCR MRD results at MRD levels of 10-5 or higher, the sensitivity of ASO-PCR was 10-4-10-5, whereas that of NGS was 10-6 or lower when a sufficient amount of DNA was available for analysis. Eight cases where MRD was not detected in the autograft by NGS (MRDNGS(-)) and 38 MRDNGS(+) cases received post-ASCT therapy using novel agents such as bortezomib/lenalidomide/thalidomide, while 11 MRDNGS(-) cases and 32 MRDNGS(+) cases were followed without post-ASCT therapy. The MRDNGS(-) cases without post-ASCT therapy showed significantly better progression-free survival (PFS) than the MRDNGS(+) cases without post-ASCT therapy (P = 0.012) (Figure 1A) although overall survival rates were comparable between these groups. To investigate the value of sensitive detection by NGS, we compared PFS in 11 MRDNGS(-) cases (Group 1) with the 12 MRDNGS(+) cases where MRD was not detected by ASO-qPCR (MRDASO(-)) (Group 2). The patients in both groups did not receive any post-ASCT therapy. Group 1 showed significantly better PFS than Group 2 (P = 0.027) (Figure 1B). Furthermore, 9 MRDNGS(-) in post-ASCT BM cases tended to show a better PFS than 18 MRDNGS(+) in post-ASCT BM cases (P = 0.075) (Figure 1C). In a multivariate analysis, post-ASCT therapy using novel agents (P <0.001) and MRDNGS(-) in autograft (P=0.025) were independently associated with superior PFS while ISS I/II vs III (P = 0.387) and MRDASO(-) in autograft (P=0.174) were not. Conclusions: In this study, we showed the prognostic value of MRD detection using the NGS-based LymphoSIGHT platform in autografts of patients with MM who received and in those who did not receive post-ASCT therapy with novel agents. The NGS platform has improved sensitivity compared with ASO-qPCR in detecting MRD in autografts. Patients with low level MRD detected by NGS but not by ASO-qPCR have worse prognosis compared to patients who are MRD negative by sequencing, which underscores the need for sensitive detection. Figure 1 Figure 1. Disclosures Zheng: Sequenta, Inc.: Employment. Moorhead:Sequenta, Inc.: Employment. Faham:Sequenta, Inc.: Employment, Equity Ownership, Membership on an entity's Board of Directors or advisory committees.

Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 1843-1843
Author(s):  
Hiroyuki Takamatsu ◽  
Ryoichi Mura ◽  
Jianbiao Zheng ◽  
Martin Moorhead ◽  
Terasaki Yasushi ◽  
...  

Abstract Background Although molecular complete remission (mCR) in multiple myeloma (MM) can be assessed by allele-specific oligonucleotide (ASO)-PCR, this technique requires preparation of clonotype-specific primers for each individual which is laborious and time-consuming. We utilized a sequencing method, termed the LymphoSIGHT™ platform, which employs consensus primers and high-throughput sequencing to amplify and sequence all rearranged immunoglobulin gene segments present in a myeloma clone. The sequencing method is quantitative at frequencies above 10-5 and the lower limit of detection is below 10-6. Usage of the sequencing method for minimal residual disease (MRD) detection in MM may provide increased sensitivity and specificity, while overcoming the challenges associated with ASO-PCR. Methods We compared the LymphoSIGHTTM method with ASO-qPCR for MRD detection in autografts in the autologous peripheral blood stem cell (PBSC) transplantation (ASCT) setting. Because myeloma cells exist patchily in bone marrow (BM), myeloma cells in PBSC autografts may reflect the whole amount of tumor in vivo. Thirty-six Japanese patients with newly diagnosed MM who received various induction regimens prior to ASCT were retrospectively analyzed. All patients had achieved a partial response (PR) or complete response (CR) after ASCT. BM slides from 28 MM patients and fresh BM cells from 8 MM patients at diagnosis as well as autografts were obtained for DNA extraction. IGH-based ASO-qPCR was performed as described previously (Methods Mol Biol 2009). Using universal primer sets, we amplified IGH variable (V), diversity (D), and joining (J) gene segments, IGH-DJ, and IGK from genomic DNA. Amplified products were subjected to deep sequencing using next-generation sequencing (NGS). Reads were analyzed using standardized algorithms for clonotype determination. Myeloma-specific clonotypes were identified for each patient based on their high frequency in BM samples. The presence of the myeloma clonotype was then assessed in follow-up samples (Faham et al, Blood 2012). Results MRD in autografts could be assessed 36 of 36 (100%) by NGS and 30 of 36 (83%) by ASO-qPCR. MRD in autografts was detected in 27 of 36 (75%) by NGS and 11 of 30 (37%) by ASO-qPCR (Figure 1A). Although we observed a high correlation between NGS and PCR MRD results at MRD levels of 10-5 or higher, ASO-qPCR could not detect myeloma cells at MRD levels of 10-5 or lower. Two cases where MRD was not detected by NGS (MRDNGS(-)) and 14 MRDNGS(+) cases received post-ASCT therapy using novel agents such as bortezomib/lenalidomide/thalidomide while 7 MRDNGS(-) cases and 13 MRDNGS(+) cases were followed without post-ASCT therapy. The best post-ASCT responses were as follows: 6 (67%) mCR, 1 (11%) sCR and 2 (22%) VGPR in 9 MRDNGS(-) cases; 2 (14%) mCR, 2 (14%) sCR, 2 (14%) CR, 8 (58%) VGPR in 14 MRDNGS(+) cases with post-ASCT therapy; 2 (15%) sCR, 10 (78%) VGPR and 1 (7%) PR in 13 MRDNGS(+) cases without post-ASCT therapy. The MRDNGS(-) cases tended to show a better PFS than the MRDNGS(+) cases with post-ASCT therapy (P = 0.400) and showed a significantly better PFS than those without post-ASCT therapy (P = 0.032) (Figure 1B) although overall survival rates were comparable among the three groups. To investigate the value of sensitive detection by NGS, we compared PFS in 7 MRDNGS(-) cases (Group 1) with the 6 MRDNGS(+) cases where MRD was not detected by ASO-qPCR (MRDASO(-)) (Group 2). The patients in both groups did not receive any post-ASCT therapy. Group 1 tended to show a better PFS than Group 2 (P = 0.091) (Figure 1C). This underscores the value of sensitive detection of MRD in MM. Conclusions A high correlation between NGS and PCR MRD results was observed, and MRD-negativity in PBSC autografts revealed by NGS may be more closely associated with durable remission of MM than that revealed by ASO-qPCR. Disclosures: Zheng: Sequenta, Inc.: Employment. Moorhead:Sequenta, Inc.: Employment. Faham:Sequenta, Inc.: Employment.


2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 8010-8010
Author(s):  
Noemi Puig ◽  
Bruno Paiva ◽  
Teresa Contreras ◽  
M. Teresa Cedena ◽  
Laura Rosiñol ◽  
...  

8010 Background: Analysis of minimal residual disease (MRD) in the bone marrow (BM) of patients with multiple myeloma (MM) is accepted by the IMWG to evaluate treatment efficacy and is a well-established prognostic factor. However, there is an unmet need to explore the clinical value of MRD in peripheral blood (PB). Methods: Newly diagnosed MM patients enrolled in the GEM2012MENOS65 trial received six induction (Ind) cycles of bortezomib, lenalidomide, and dexamethasone (VRD) followed by autologous stem cell transplantation (ASCT) and 2 further cycles of consolidation (Cons) with VRD. MRD was analyzed in BM using Next Generation Flow (NGF) and in serum by Mass Spectrometry (MS) using IgG/A/M, κ, λ, free κ and free λ specific beads, both after Ind, at day 100 after ASCT, and after Cons. Sequential samples from the first 184 patients were analyzed. Results: Results of both methods were in agreement (NGF+/MS+ and NGF-/MS-) in 83% of cases post-Ind (152/184), 80% post-ASCT (139/174) and 76% post-Cons (128/169). Stratifying by the log range of MRD by NGF, discordances (NGF+/MS- and NGF-/MS+) seemed to increase at the lower MRD ranges, being 22%, 21% and 19% from ≥10−5 to <10−4 and 21%, 21%, 23% at ≥x10−6(post-Ind, ASCT and Cons, respectively). Analysis of discordances showed that they could be partly explained by the higher percentages of cases found to be positive by MS as compared by NGF at part of the time-points analyzed and at each log range of MRD. From ≥10−5 to <10−4, MRD was detected by NGF in 36%, 28%, 20% of cases post-Ind, ASCT and Cons, respectively vs MS in 37%, 29%, 21% of them; at ≥x10−6, NGF was positive in 11%, 14%, 19% of cases vs MS in 23%, 19% and 16% of them. Considering NGF as a reference, the negative predictive value (NPV) of MS per MRD range (≥10−5 to <10−4 and ≥x10−6, respectively) was: post-Ind: 83% (p<0,0001), 94% (p=0,034); post-ASCT 86% (p<0,0001), 90% (p=0,022); post-Cons 89% (p<0,0001), 85% (p=0,0469). Despite these discordances, the prognostic value of each technique in terms of undetectable MRD and progression-free survival (PFS) was consistent at all time-points (Table) and further, discordant cases (NGF+/MS- and NGF-/MS+) did not display a significantly different PFS as compared to NGF-/MS- cases. Conclusions: The results of MRD assessed by NGF in BM and by MS in PB show a significant concordance and are associated with a similar prognostic value analyzed in terms of PFS. Given its high NPV, MRD in peripheral blood by MS provides a gateway for BM aspiration/biopsy and MRD assessment by NGF.[Table: see text]


Author(s):  
Amrita Krishnan ◽  
Ravi Vij ◽  
Jesse Keller ◽  
Binod Dhakal ◽  
Parameswaran Hari

For multiple myeloma, introduction of novel agents as part of the front-line treatment followed by high-dose chemotherapy and autologous hematopoietic stem cell transplantation (ASCT) induces deep responses in a majority of patients with this disease. However, disease relapse is inevitable, and, with each relapse, the remission duration becomes shorter, ultimately leading to a refractory disease. Consolidation and maintenance strategy after ASCT is one route to provide sustained disease control and prevent repeated relapses. Though the consolidation strategy remains largely confined to clinical trials, significant data support the efficacy of consolidation in improving the depth of response and outcomes. There are also increasing rates of minimal residual disease–negativity with additional consolidation therapy. On the other hand, maintenance with novel agents post-transplant is well established and has been shown to improve both progression-free and overall survival. Evolving paradigms in maintenance include the use of newer proteasome inhibitors, immunotherapy maintenance, and patient-specific maintenance—a concept that utilizes minimal residual disease as the primary driver of decisions regarding starting or continuing maintenance therapy. The other approach to overcome residual disease is immune therapeutic strategies. The demonstration of myeloma-specific alloimmunity from allogeneic transplantation is well established. More sophisticated and promising immune approaches include adoptive cellular therapies, tumor vaccines, and immune checkpoint manipulations. In the future, personalized minimal residual disease–driven treatment strategies following ASCT will help overcome the residual disease, restore multiple myeloma–specific immunity, and achieve sustained disease control while minimizing the risk of overtreatment.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 5275-5275
Author(s):  
Aleksei Kuvshinov ◽  
Sergei Voloshin ◽  
Irina Martynkevich ◽  
Ludmila Martynenko ◽  
Andrei Garifullin ◽  
...  

Abstract Background. It is known, that genetic factors and the absence of minimal residual disease (MRD) are strongly affecting prognosis of chronic lymphocytic leukemia (CLL). Aim. To determine the influence of genetic abnormalities (GA) on achieving MRD-negative remissions in patients with CLL. Methods. Twenty-four adult pts (median age 57 years, range 35-67; male 14, female 10) with newly diagnosed CLL were included. The CLL was diagnosed according to the standard basic examination (complete blood count with differential, multicolor flow cytometry (MFC) of blood and bone marrow (BM), lymph node and BM immunohistochemistry (IHC), computered tomography). Cytogenetic studies were performed on blood samples using standard GTG-method. Interphase FISH analyses were performed according to the manufacturer's protocol using DNA probes: LSI 13(RB1)13q14, LSI ATM (11q22), CEP12, LSI TP53 (17p13.1) (Abbott). Immunophenotype (IFT) of CLL cells assessed with combinations: CD3/CD19, CD19/CD5, CD19/CD11c, CD19/CD20, CD19/CD22, CD19/CD23, CD19/CD25, CD19/CD38, CD19/CD43, CD19/CD81, CD19/HLA-DR, and CD19/CD5/CD23. We have used NCI revised guidelines (Hallek M, et al., 2008) for treatment initiation and assessment of response after completion of primary therapy with rituximab-based regimens (FCR or RB). All patients treated subsequently with rituximab maintenance. MRD was detected by MFC. Results. The frequency of GA in CLL was 50.0% (12/24): 15.0% (3/20) - by conventional karyotyping, 47.8% (11/23) - by FISH analyses and 9.5% (2/21) - using both methods. Stratification of patients into prognostic groups based on identified GA. Favorable prognosis (Group 1) - patients with del(13q) (n = 5); neutral prognosis (Group 2) - normal karyotype (n = 12) or trisomy of chromosome 12 (n = 3); unfavorable prognosis (Group 3) - del(11q) (n = 3) or the complex karyotype (n = 1). Statistically significant differences in the frequency of achieving MRD-negative remissions between FCR (5/11) vs. RB (5/13) were not detected (p<0.05). Complete remissions (CR) were reached in 37.5% (9/24) pts, partial remissions (PR) - 62.5% (15/24). The MRD-negative remissions were reached in 10 patients: in Group 1 - 2/5 (40%; CR - 1), in Group 2 - 5/15 (33.3%, CR - 6), in Group 3 - 75.0% (3/4; CR - 2). Statistically significant differences in PFS were detected between MRD-negative vs. MRD-positive groups (p=0.03). Median PFS in MRD-negative has not been reached. Median PFS MRD-positive was 33.1 month. Conclusions. Further researches aimed at examining the relationship between the presence or absence of MRD and genetic prognostic groups, will help to understand the most important factors affecting the overall and progression-free survival. Disclosures No relevant conflicts of interest to declare.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 1788-1788 ◽  
Author(s):  
Hiroyuki Takamatsu ◽  
Ryoichi Murata ◽  
Jianbiao Zheng ◽  
Martin Moorhead ◽  
Naoki Takezako ◽  
...  

Abstract Background: Autologous stem cell transplantation (ASCT) in conjunction with therapeutic drugs such as bortezomib, thalidomide, and lenalidomide can dramatically improve response rates and the prognosis of patients with multiple myeloma (MM). However, most patients with MM are considered to be incurable, and relapse owing to minimal residual disease (MRD) is the main cause of death among these patients. Here we utilized a next-generation sequencing (NGS) approach for MRD assessment, which offers at least 1 to 2 logs greater sensitivity (10-6) compared to allele-specific oligonucleotide PCR (ASO-PCR) and flow cytometry, respectively (Faham et al Blood 2012). Previous studies have shown that NGS-based MRD assessment 90 days post-ASCT has prognostic value (Martinez-Lopez et al Blood 2014). In this study, we compared the prognostic value of MRD assessment in autografts and bone marrow (BM) samples from MM patients in the ASCT setting. Methods: One hundred and twenty-three Japanese patients with newly diagnosed MM who received various induction regimens prior to ASCT were retrospectively analyzed. All patients received ASCT and were followed between June 15, 2004 and April 25, 2015. All patients had achieved a partial response (PR) or better after ASCT. Analyzed samples included: (1) BM slides from 96 MM patients at diagnosis, (2) fresh/frozen BM cells from 27 MM patients at diagnosis, (3) autografts and/or (4) post-ASCT BM cells obtained at the time of best response based on serum and urine tests. IGH-based ASO-PCR was performed as described previously (Methods Mol Biol 2009). NGS-based MRD assessment was performed using the immunosequencing platform (Adaptive Biotechnologies, South San Francisco, CA) (Martinez-Lopez et al Blood 2014). Results: We compared MRD results in 51 samples assessed by ASO-PCR and NGS. We observed a high correlation between NGS and ASO-PCR results at MRD levels of 10-5 or higher (r=0.86, P<0.0001). Twenty-seven samples were positive by NGS and negative by ASO-PCR, demonstrating the higher sensitivity of NGS (10-6 or higher) vs ASO-PCR (10-4-10-5). We evaluated the association of clinical outcome with post-ASCT BM MRD assessment. Patients who were MRD negative by NGS (defined as <10-6) in post-ASCT BM cases (N=21) showed a significantly better progression free survival (PFS) compared to MRD positive patients (N=31) (P =0.005) (Fig 1A). When restricting the analysis to the 39 patients in complete response (CR), patients who were MRD negative by NGS (N=20) showed a significantly better PFS than those that were MRD positive (N=19) (P =0.042). We also evaluated the association of clinical outcome with autograft MRD assessment. 53 patients received post-ASCT therapy using novel agents such as bortezomib/lenalidomide/thalidomide, and 45 patients did not. Among the 45 patients who did not receive post ASCT treatment, patients with NGS-based MRD negativity in the autograft (N=11) had a significantly better PFS (P=0.012) and tended to have a better OS (p=0.203) than those who were MRD positive (N=34), with prognosis clearly stratified by the quantitative level of MRD (Figs 1B, 1C). MRD assessment from the 53 patients who did receive post ASCT treatment tended to show a similar pattern. Finally, we studied whether clinical outcomes would have been altered by treatment in this cohort. Patients whose autografts were negative by NGS-based MRD assessment (N=19) had 100% PFS and OS at 5 years post ASCT irrespective of whether or not they received post ASCT treatment. Conversely, post ASCT treatment had a significant effect on the outcome of patients whose autografts were MRD positive by NGS. Specifically, the NGS-based MRD positive patients who received post ASCT treatment (N=45) had a significantly better PFS (P=0.003) and tended to have a better OS than those that were untreated (N=34) (Figs 1D, 1E). Conclusions: In this study, we show the prognostic value of NGS-based MRD assessment in autografts of patients with MM. The NGS platform has improved sensitivity compared with ASO-qPCR in detecting MRD in autografts. Importantly, this retrospective study suggests that therapeutic intervention based on NGS-based MRD positivity has a significant effect on patient outcome in the post-ASCT setting. Disclosures Zheng: Adaptive Biotechnologies Corp.: Employment, Equity Ownership. Moorhead:Adaptive Biotechnologies Corp.: Employment, Equity Ownership. Faham:Adaptive Biotechnologies Corp.: Employment, Other: Stockholder.


Blood ◽  
2014 ◽  
Vol 123 (20) ◽  
pp. 3073-3079 ◽  
Author(s):  
Joaquin Martinez-Lopez ◽  
Juan J. Lahuerta ◽  
François Pepin ◽  
Marcos González ◽  
Santiago Barrio ◽  
...  

Key Points MRD assessment by sequencing is prognostic of TTP and OS in multiple myeloma patients. Among patients in complete response, MRD assessment by sequencing enables identification of 2 distinct subgroups with different TTP.


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