1
|
Wang Z, Liu T, Li Y, Li Z, Bi K. Increased Th17 and Treg levels in peripheral blood positively correlate with minimal residual disease in acute myeloid leukaemia. Hematology 2024; 29:2346971. [PMID: 38682816 DOI: 10.1080/16078454.2024.2346971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 04/18/2024] [Indexed: 05/01/2024] Open
Abstract
PURPOSE Immune dysregulation plays a key role in acute myeloid leukemia (AML). We aimed to explore the correlation between T helper cell 17 (Th17) and the regulatory cells (Tregs) in the peripheral blood of patients with newly diagnosed (ND) AML and bone marrow blast cells, as well as minimal residual disease (MRD) before and after treatment. METHODS Changes in Th17 and Treg cells in the peripheral blood of 32 patients with ND AML were observed before and after induction chemotherapy with cytarabine for seven days and anthracycline for three days. The levels of inflammatory cytokines were measured using an enzyme-linked immunosorbent assay. Correlation analysis between bone marrow blast cells and Th17 and Treg cell frequencies was performed using the Pearson's correlation test. Frequencies of Th17 and Treg cells and MRD were assessed using flow cytometry. RESULTS IL-6, IL-10, IL-17A, and GM-CSF levels gradually increased in patients with ND AML and CR and NR patients. The percentages of Th17 and Treg cells positively correlated with those of blast cells. In addition, the frequencies of Th17 and Treg cells in MRD-positive patients were higher than those in MRD-negative patients at the initial induction and after three months of chemotherapy. The frequencies of Tregs and Th17 cells positively correlated with MRD onset. CONCLUSION Increased Th17 and Treg cell levels were positively correlated with onset of AML, poor remission, and MRD.
Collapse
Affiliation(s)
- Zhimin Wang
- Department of Hematology, Shandong Qianfoshan Hospital, Cheeloo College of Medicine, Shandong University, Jinan City, People's Republic of China
- Department of Hematology, Binzhou People's Hospital, Binzhou City, People's Republic of China
| | - Tangxia Liu
- Department of Hematology, Binzhou People's Hospital, Binzhou City, People's Republic of China
| | - Yanru Li
- Department of Hematology, Binzhou People's Hospital, Binzhou City, People's Republic of China
| | - Zunchang Li
- Department of Hematology, Binzhou People's Hospital, Binzhou City, People's Republic of China
| | - Kehong Bi
- Department of Hematology, Shandong Qianfoshan Hospital, Cheeloo College of Medicine, Shandong University, Jinan City, People's Republic of China
| |
Collapse
|
2
|
Mithraprabhu S, Reynolds J, Quach H, Horvath N, Kerridge I, Khong T, Durie BG, Spencer A. Circulating tumor DNA and bone marrow minimal residual disease negativity confers superior outcome for multiple myeloma patients. Haematologica 2024; 109:974-978. [PMID: 37767561 PMCID: PMC10905075 DOI: 10.3324/haematol.2023.283831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Accepted: 09/19/2023] [Indexed: 09/29/2023] Open
Affiliation(s)
- Sridurga Mithraprabhu
- Australian Centre for Blood Diseases, Alfred Health - Monash University, Melbourne, Australia; Department of Malignant Haematology and Stem Cell Transplantation, Alfred Hospital, Melbourne.
| | - John Reynolds
- Australian Centre for Blood Diseases, Alfred Health - Monash University, Melbourne, Australia; Department of Malignant Haematology and Stem Cell Transplantation, Alfred Hospital, Melbourne
| | - Hang Quach
- St.Vincent's Hospital, University of Melbourne
| | | | | | - Tiffany Khong
- Australian Centre for Blood Diseases, Alfred Health - Monash University, Melbourne, Australia; Department of Malignant Haematology and Stem Cell Transplantation, Alfred Hospital, Melbourne
| | - Brian Gm Durie
- Cedars-Sinai Comprehensive Cancer Center, Los Angeles, California
| | - Andrew Spencer
- Australian Centre for Blood Diseases, Alfred Health - Monash University, Melbourne, Australia; Department of Malignant Haematology and Stem Cell Transplantation, Alfred Hospital, Melbourne.
| |
Collapse
|
3
|
de Tute RM, Cook G, Cairns DA, Brown JM, Cavenagh J, Ashcroft AJ, Snowden JA, Yong K, Tholouli E, Jenner M, Hockaday A, Drayson MT, Morris TCM, Rawstron AC, Owen RG. Impact of minimal residual disease (MRD) in salvage autologous stem cell transplantation for relapsed myeloma: results from the NCRI Myeloma X (intensive) trial. Bone Marrow Transplant 2024; 59:431-434. [PMID: 38195983 DOI: 10.1038/s41409-023-02164-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 10/12/2023] [Accepted: 11/27/2023] [Indexed: 01/11/2024]
Affiliation(s)
- Ruth M de Tute
- Haematological Malignancy Diagnostic Service, Leeds Teaching Hospitals Trust, Leeds, UK.
| | - Gordon Cook
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK.
| | - David A Cairns
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Julia M Brown
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Jamie Cavenagh
- Department of Haematology, Barts & The London NHS Trust, London, UK
| | | | - John A Snowden
- Department of Haematology, Sheffield Teaching Hospitals NHS Foundation Trust & Department of Endocrinology & Metabolism, University of Sheffield, Sheffield, UK
| | - Kwee Yong
- Department of Haematology, University College London, London, UK
| | - Eleni Tholouli
- Department of Clinical Haematology, Manchester Royal Infirmary, Manchester Foundation Trust, Manchester, UK
| | - Matthew Jenner
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Anna Hockaday
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Mark T Drayson
- Institute of Immunology and Immunotherapy University of Birmingham, Birmingham, UK
| | | | - Andy C Rawstron
- Haematological Malignancy Diagnostic Service, Leeds Teaching Hospitals Trust, Leeds, UK
| | - Roger G Owen
- Haematological Malignancy Diagnostic Service, Leeds Teaching Hospitals Trust, Leeds, UK
| |
Collapse
|
4
|
Wang J, Li J, Zhang R, Li J, Chen L, Jin Y. Real-world prognostic significance of attaining minimal residual disease negativity in newly diagnosed multiple myeloma. Discov Oncol 2024; 15:38. [PMID: 38367151 PMCID: PMC10874347 DOI: 10.1007/s12672-024-00891-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Accepted: 02/11/2024] [Indexed: 02/19/2024] Open
Abstract
The aim of the study was to evaluate the prognostic impact of minimal residual disease (MRD) in the real-world setting and the interaction between MRD and molecular risk, clinical response and autologous stem-cell transplant (ASCT). A retrospective analysis of 275 newly diagnosed multiple myeloma (NDMM) patients who achieved very good partial remission (VGPR) or better before maintenance were involved. We examined MRD status by multiparameter flow cytometry (MFC). At a median follow-up of 37 months (4-88 months), In patients who achieved ≥ VGPR, those with MRD negativity had significantly longer PFS (51 vs. 26 months; P < 0.001) and OS (Not reached: NR vs. 62 months, P < 0.001) than those with MRD positivity. MRD positivity was the independent prognostic factor for PFS with hazard ratios of 2.650 (95% CI 1.755-4.033, P < 0.001) and OS with hazard ratios of 2.122 (95% CI 1.155-3.899, P = 0.015). Achieving MRD negativity was able to ameliorate a poor prognosis associated with genetic high risk. MRD negativity was associated with better PFS regardless of ASCT treatment. MRD status was more predictable for clinical outcome than conventional clinical responses. Moreover, Sustained MRD negativity ≥ 12 or ≥ 24 months improved both PFS and OS. Patients with NDMM who achieved MRD-negative status or sustained MRD negativity had deep remission and improved clinical outcomes regardless of high-risk cytogenetics, ASCT and clinical responses in a real-world setting.
Collapse
Affiliation(s)
- Jing Wang
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Jing Li
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Run Zhang
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Jianyong Li
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Lijuan Chen
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029, China.
| | - Yuanyuan Jin
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029, China.
| |
Collapse
|
5
|
Nieto Y, Yang Z, Valdez BC, Kundu S, Bashir Q, Ramdial J, Srour S, Qazilbash M. Safety and efficacy of a new high-dose regimen of panobinostat, gemcitabine, busulfan, and melphalan for 1st or 2nd salvage ASCT for refractory/relapsed or high-risk myeloma: Matched-pair comparisons with concurrent control cohorts. Am J Hematol 2024; 99:245-253. [PMID: 38100199 DOI: 10.1002/ajh.27168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/25/2023] [Accepted: 11/06/2023] [Indexed: 01/21/2024]
Abstract
Improvement of autologous stem-cell transplantation (ASCT) for myeloma is needed. Building on our prior work, we prospectively evaluated panobinostat and gemcitabine/busulfan/melphalan (GemBuMel) with ASCT in this population. Patients aged 18-65 years with relapsed/refractory or high-risk myeloma and adequate end-organ function were eligible. Treatment included panobinostat (20 mg/day, days -9 to -2) and GemBuMel (days -8 to -2). Patients were enrolled in 1st (ASCT-1) or 2nd ASCT (ASCT-2) cohorts. We compared their outcomes with all our other concurrent ASCT patients who met eligibility criteria but received melphalan or BuMel off study, matched for age, prior therapy lines, high-risk cytogenetics, and response at ASCT. We enrolled 80 patients, 48 and 32 in the ASCT-1 and ASCT-2 cohorts, respectively; in these two cohorts, high-risk cytogenetics were noted in 33 and 15 patients, respectively; unresponsive disease in 12 and 11 patients, respectively, after a median of 2 and 3 therapy lines, respectively. Transplant-related mortality (TRM) occurred in two ASCT-2 patients. One-year PFS rates were 69% (ASCT-1) and 72% (ASCT-2); 1-year OS rates were 79% (ASCT-1) and 84% (ASCT-2). Minimal residual disease negativity improved after ASCT-1 (8.5%-23%, p < .0001) and ASCT-2 (34%-55%, p = .02), which correlated with improved outcomes. Trial patients and controls (N = 371) had similar TRM and post-ASCT maintenance. Trial patients had better PFS after either a 1st (p = .02) or a 2nd ASCT (p = .04) than matched-paired control patients. In conclusion, panobinostat/GemBuMel is effective for relapsed/refractory or high-risk myeloma patients, with better PFS than concurrent matched controls receiving melphalan or BuMel.
Collapse
Affiliation(s)
- Yago Nieto
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Zixi Yang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Benigno C Valdez
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Suprateek Kundu
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Qaiser Bashir
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jeremy Ramdial
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Samer Srour
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Muzaffar Qazilbash
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| |
Collapse
|
6
|
Xiong X, Zhu Q, Zhou Z, Qian X, Hong R, Dai Y, Hu C. Discriminating minimal residual disease status in multiple myeloma based on MRI: utility of radiomics and comparison of machine-learning methods. Clin Radiol 2023; 78:e839-e846. [PMID: 37586967 DOI: 10.1016/j.crad.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 07/11/2023] [Accepted: 07/17/2023] [Indexed: 08/18/2023]
Abstract
AIM To explore the possibility of discriminating minimal residual disease (MRD) status in multiple myeloma (MM) based on magnetic resonance imaging (MRI) and identify optimal machine-learning methods to optimise the clinical treatment regimen. MATERIALS AND METHODS A total of 83 patients were analysed retrospectively. They were divided randomly into training and validation cohorts. The regions of interest were segmented and radiomics features were extracted and analysed on two sequences, including T1-weighted imaging (WI) and fat saturated (FS)-T2WI, and then radiomics models were built in the training cohort and evaluated in the validation cohort. Clinical characteristics were calculated to build a traditional model. A combined model was also built using the clinical characteristics and radiomics features. Classification accuracy was assessed using area under the curve (AUC) and F1 score. RESULTS In the training cohort, only the bone marrow (BM) infiltrate ratio (p=0.005) was retained after univariate and multivariable logistic regression analysis. In T1WI, the linear support vector machine (SVM) achieved the best performance compared to other classifiers, with AUCs of 0.811 and 0.708 and F1 scores of 0.792 and 0.696 in the training and validation cohorts, respectively. Similarly, in FS-T2WI sequence, linear SVM achieved the best performance with AUCs of 0.833 and 0.800 and F1 score of 0.833 and 0.800. The combined model constructed by the FS-T2WI-linear SVM and BM infiltrate ratio outperformed the traditional model (p=0.050 and 0.012, Delong test), but showed no significant difference compared with the radiomics model (p=0.798 and 0.855). CONCLUSION The linear SVM-based machine-learning method can offer a non-invasive tool for discriminating MRD status in MM.
Collapse
Affiliation(s)
- X Xiong
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Q Zhu
- Department of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Z Zhou
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Science, Suzhou, 215163, China
| | - X Qian
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Science, Suzhou, 215163, China; School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230026, China
| | - R Hong
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China
| | - Y Dai
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Science, Suzhou, 215163, China
| | - C Hu
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, Jiangsu, China.
| |
Collapse
|
7
|
Kaiser MF, Hall A, Walker K, Sherborne A, De Tute RM, Newnham N, Roberts S, Ingleson E, Bowles K, Garg M, Lokare A, Messiou C, Houlston RS, Jackson G, Cook G, Pratt G, Owen RG, Drayson MT, Brown SR, Jenner MW. Daratumumab, Cyclophosphamide, Bortezomib, Lenalidomide, and Dexamethasone as Induction and Extended Consolidation Improves Outcome in Ultra-High-Risk Multiple Myeloma. J Clin Oncol 2023; 41:3945-3955. [PMID: 37315268 DOI: 10.1200/jco.22.02567] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 04/05/2023] [Accepted: 05/02/2023] [Indexed: 06/16/2023] Open
Abstract
PURPOSE The multicenter OPTIMUM (MUKnine) phase II trial investigated daratumumab, low-dose cyclophosphamide, lenalidomide, bortezomib, and dexamethasone (Dara-CVRd) before and after autologous stem-cell transplant (ASCT) in newly diagnosed patients with molecularly defined ultra-high-risk (UHiR) multiple myeloma (NDMM) or plasma cell leukemia (PCL). To provide clinical context, progression-free survival (PFS) and overall survival (OS) were referenced to contemporaneous outcomes seen in patients with UHiR NDMM treated in the recent Myeloma XI (MyeXI) trial. METHODS Transplant-eligible all-comers NDMM patients were profiled for UHiR disease, defined by presence of ≥2 genetic risk markers t(4;14)/t(14;16)/t(14;20), del(1p), gain(1q), and del(17p), and/or SKY92 gene expression risk signature. Patients with UHiR MM/PCL were offered treatment with Dara-CVRd induction, V-augmented ASCT, extended Dara-VR(d) consolidation, and Dara-R maintenance. UHiR patients treated in MyeXI with carfilzomib, lenalidomide, dexamethasone, and cyclophosphamide, or lenalidomide, dexamethasone, and cyclophosphamide, ASCT, and R maintenance or observation were identified by mirrored molecular screening. OPTIMUM PFS at 18 months (PFS18m) was compared against MyeXI using a Bayesian framework, and patients were followed up to the end of consolidation for PFS and OS. RESULTS Of 412 screened NDMM OPTIMUM patients, 103 were identified as UHiR or PCL and subsequently treated on trial with Dara-CVRd; 117 MyeXI patients identified as UHiR formed the external comparator arm, with comparable clinical and molecular characteristics to OPTIMUM. Comparison of PFS18m per Bayesian framework resulted in a 99.5% chance of OPTIMUM being superior to MyeXI. At 30 months' follow-up, PFS was 77% for OPTIMUM versus 39.8% for MyeXI, and OS 83.5% versus 73.5%, respectively. Extended post-ASCT Dara-VRd consolidation therapy was highly deliverable, with limited toxicity. CONCLUSION Our results suggest that Dara-CVRd induction and extended post-ASCT Dara-VRd consolidation markedly improve PFS for UHiR NDMM patients over conventional management, supporting further evaluation of this strategy.
Collapse
Affiliation(s)
- Martin F Kaiser
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom
- Department of Haematology, The Royal Marsden Hospital, London, United Kingdom
| | - Andrew Hall
- Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Katrina Walker
- Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Amy Sherborne
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom
| | - Ruth M De Tute
- Haematological Malignancy Diagnostic Service, Leeds Cancer Centre, Leeds Teaching Hospitals Trust, Leeds, United Kingdom
| | - Nicola Newnham
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Sadie Roberts
- Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Emma Ingleson
- Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Kristian Bowles
- Department of Haematology, Norfolk and Norwich University Hospitals NHS Trust, Norwich, United Kingdom
| | - Mamta Garg
- Department of Haematology, Leicester Royal Infirmary, Leicester, United Kingdom
| | - Anand Lokare
- Department of Haematology, Birmingham Heartlands, Birmingham, United Kingdom
| | - Christina Messiou
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom
- Department of Haematology, The Royal Marsden Hospital, London, United Kingdom
| | - Richard S Houlston
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, United Kingdom
| | - Graham Jackson
- Department of Haematology, Newcastle University, Newcastle, United Kingdom
| | - Gordon Cook
- Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
- Leeds Cancer Centre, Leeds Teaching Hospitals Trust, Leeds, United Kingdom
| | - Guy Pratt
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Roger G Owen
- Haematological Malignancy Diagnostic Service, Leeds Cancer Centre, Leeds Teaching Hospitals Trust, Leeds, United Kingdom
| | - Mark T Drayson
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Sarah R Brown
- Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Matthew W Jenner
- Department of Haematology, University Hospital Southampton, Southampton, United Kingdom
| |
Collapse
|
8
|
Solimando AG, Krebs M, Desantis V, Marziliano D, Caradonna IC, Morizio A, Argentiero A, Shahini E, Bittrich M. Breaking through Multiple Myeloma: A Paradigm for a Comprehensive Tumor Ecosystem Targeting. Biomedicines 2023; 11:2087. [PMID: 37509726 PMCID: PMC10377041 DOI: 10.3390/biomedicines11072087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 06/29/2023] [Accepted: 07/12/2023] [Indexed: 07/30/2023] Open
Abstract
Multiple myeloma (MM) is a cancerous condition characterized by the proliferation of plasma cells within the hematopoietic marrow, resulting in multiple osteolytic lesions. MM patients typically experience bone pain, kidney damage, fatigue due to anemia, and infections. Historically, MM was an incurable disease with a life expectancy of around three years after diagnosis. However, over the past two decades, the development of novel therapeutics has significantly improved patient outcomes, including response to treatment, remission duration, quality of life, and overall survival. These advancements include thalidomide and its derivatives, lenalidomide and pomalidomide, which exhibit diverse mechanisms of action against the plasma cell clone. Additionally, proteasome inhibitors such as bortezomib, ixazomib, and carfilzomib disrupt protein degradation, proving specifically toxic to cancerous plasma cells. Recent advancements also involve monoclonal antibodies targeting surface antigens, such as elotuzumab (anti-CS1) and daratumumab (anti-CD38), bispecific t-cell engagers such as teclistamab (anti-BCMA/CD3) and Chimeric antigen receptor T (CAR-T)-based strategies, with a growing focus on drugs that exhibit increasingly targeted action against neoplastic plasma cells and relevant effects on the tumor microenvironment.
Collapse
Affiliation(s)
- Antonio G Solimando
- Unit of Internal Medicine and Clinical Oncology "G. Baccelli", Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Aldo Moro Medical School, 70124 Bari, Italy
| | - Markus Krebs
- Comprehensive Cancer Center Mainfranken, University Hospital Würzburg, 97080 Würzburg, Germany
- Department of Urology and Pediatric Urology, University Hospital Würzburg, 97080 Würzburg, Germany
| | - Vanessa Desantis
- Department of Precision and Regenerative Medicine and Ionian Area, Pharmacology Section, University of Bari Aldo Moro Medical School, 70124 Bari, Italy
| | - Donatello Marziliano
- Unit of Internal Medicine and Clinical Oncology "G. Baccelli", Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Aldo Moro Medical School, 70124 Bari, Italy
| | - Ingrid Catalina Caradonna
- Department of Precision and Regenerative Medicine and Ionian Area, Pharmacology Section, University of Bari Aldo Moro Medical School, 70124 Bari, Italy
| | - Arcangelo Morizio
- Orthopedics and Traumatology Unit ASL BA-Ospedale della Murgia "Fabio Perinei", 70022 Altamura, Italy
| | | | - Endrit Shahini
- Gastroenterology Unit, National Institute of Gastroenterology-IRCCS "Saverio de Bellis", 70013 Castellana Grotte, Italy
| | - Max Bittrich
- Department of Internal Medicine II, University Hospital Würzburg, 97080 Würzburg, Germany
| |
Collapse
|
9
|
Medina-Herrera A, Sarasquete ME, Jiménez C, Puig N, García-Sanz R. Minimal Residual Disease in Multiple Myeloma: Past, Present, and Future. Cancers (Basel) 2023; 15:3687. [PMID: 37509348 PMCID: PMC10377959 DOI: 10.3390/cancers15143687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 07/17/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023] Open
Abstract
Responses to treatment have improved over the last decades for patients with multiple myeloma. This is a consequence of the introduction of new drugs that have been successfully combined in different clinical contexts: newly diagnosed, transplant-eligible or ineligible patients, as well as in the relapsed/refractory setting. However, a great proportion of patients continue to relapse, even those achieving complete response, which underlines the need for updated response criteria. In 2014, the international myeloma working group established new levels of response, prompting the evaluation of minimal residual disease (MRD) for those patients already in complete or stringent complete response as defined by conventional serological assessments: the absence of tumor plasma cells in 100,000 total cells or more define molecular and immunophenotypic responses by next-generation sequencing and flow cytometry, respectively. In this review, we describe all the potential methods that may be used for MRD detection based on the evidence found in the literature, paying special attention to their advantages and pitfalls from a critical perspective.
Collapse
Affiliation(s)
- Alejandro Medina-Herrera
- Departament of Hematology, University Hospital of Salamanca (HUSA/IBSAL), CIBERONC, CIC-IBMCC (USAL-CSIC), 37007 Salamanca, Spain
| | - María Eugenia Sarasquete
- Departament of Hematology, University Hospital of Salamanca (HUSA/IBSAL), CIBERONC, CIC-IBMCC (USAL-CSIC), 37007 Salamanca, Spain
| | - Cristina Jiménez
- Departament of Hematology, University Hospital of Salamanca (HUSA/IBSAL), CIBERONC, CIC-IBMCC (USAL-CSIC), 37007 Salamanca, Spain
| | - Noemí Puig
- Departament of Hematology, University Hospital of Salamanca (HUSA/IBSAL), CIBERONC, CIC-IBMCC (USAL-CSIC), 37007 Salamanca, Spain
| | - Ramón García-Sanz
- Departament of Hematology, University Hospital of Salamanca (HUSA/IBSAL), CIBERONC, CIC-IBMCC (USAL-CSIC), 37007 Salamanca, Spain
| |
Collapse
|
10
|
Turner R, Quach H, Horvath N, Kerridge I, Lee E, Morris E, Kalff A, Khong T, Reynolds J, Spencer A. Response adaptive salvage with KTd and ASCT for functional high-risk multiple myeloma-The Australasian Leukemia and Lymphoma Group (ALLG) MM17 Trial. Br J Haematol 2023. [PMID: 37332079 DOI: 10.1111/bjh.18914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 05/21/2023] [Accepted: 05/30/2023] [Indexed: 06/20/2023]
Abstract
We evaluated re-induction incorporating carfilzomib-thalidomide-dexamethasone (KTd) and autologous stem cell transplantation (ASCT) for newly diagnosed multiple myeloma (NDMM) refractory, or demonstrating a suboptimal response, to non-IMID bortezomib-based induction. KTd salvage consisted of thalidomide 100 mg daily and dexamethasone 20 mg orally combined with carfilzomib 56 mg/m2 days 1, 2, 8, 9, 15 and 16, of each 28-day cycle. Following four cycles, patients achieving a stringent complete response proceeded to ASCT whereas those who did not received a further two cycles then ASCT. Consolidation consisted of two cycles of KTd then Td to a total of 12 months post-ASCT therapy. Primary end-point was the overall response rate (ORR) with KTd prior to ASCT. Fifty patients were recruited. The ORR was 78% with EuroFlow MRD negativity of 34% in the intention-to-treat population and 65% in the evaluable population at 12 months post-ASCT. With follow-up >38 months median PFS and OS have not been reached with PFS and OS at 36 months of 64% and 80%, respectively. KTd was well tolerated with grade 3 and grade ≥4 adverse events rates of 32% and 10%, respectively. Response adaptive utilisation of KTd with ASCT is associated with both high-quality responses and durable disease control in functional high-risk NDMM.
Collapse
Affiliation(s)
- R Turner
- Alfred Health, Melbourne, Victoria, Australia
| | - H Quach
- St Vincent's Hospital, Melbourne, Victoria, Australia
- Melbourne University, Melbourne, Victoria, Australia
| | - N Horvath
- Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - I Kerridge
- Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - E Lee
- Canberra Hospital, Canberra, Australian Capital Territory, Australia
| | - E Morris
- Townsville Cancer Centre, Townsville, Queensland, Australia
| | - A Kalff
- Alfred Health, Melbourne, Victoria, Australia
| | - T Khong
- Alfred Health, Melbourne, Victoria, Australia
| | - J Reynolds
- Alfred Health, Melbourne, Victoria, Australia
- Monash University, Clayton, Victoria, Australia
| | - A Spencer
- Alfred Health, Melbourne, Victoria, Australia
- Monash University, Clayton, Victoria, Australia
| |
Collapse
|
11
|
Suzuki K, Yano S. Treatment Strategy for Ultra-High-Risk Multiple Myelomas with Chromosomal Aberrations Considering Minimal Residual Disease Status and Bone Marrow Microenvironment. Cancers (Basel) 2023; 15:cancers15092418. [PMID: 37173885 PMCID: PMC10177433 DOI: 10.3390/cancers15092418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/12/2023] [Accepted: 04/21/2023] [Indexed: 05/15/2023] Open
Abstract
Despite the development of anti-myeloma therapeutics, such as proteasome inhibitors, immunomodulatory drugs, anti-CD38 monoclonal antibodies, and autologous stem cell transplantation (ASCT), multiple myeloma remains incurable. A trial treatment combining four drugs-daratumumab, carfilzomib, lenalidomide, and dexamethasone-followed by ASCT frequently results in minimal residual disease (MRD) negativity and prevents progressive disease in patients with standard- and high-risk cytogenetics; however, it is insufficient to overcome the poor outcomes in patients with ultra-high-risk chromosomal aberration (UHRCA). In fact, MRD status in autografts can predict clinical outcomes after ASCT. Therefore, the current treatment strategy might be insufficient to overcome the negative impact of UHRCA in patients with MRD positivity after the four-drug induction therapy. High-risk myeloma cells lead to poor clinical outcomes not only by aggressive myeloma behavior but also via the generation of a poor bone marrow microenvironment. Meanwhile, the immune microenvironment effectively suppresses myeloma cells with a low frequency of high-risk cytogenetic abnormalities in early-stage myeloma compared to late-stage myeloma. Therefore, early intervention might be key to improving clinical outcomes in myeloma patients. The purpose of this review is to improve clinical outcomes in patients with UHRCA by considering MRD assessment results and improvement of the microenvironment.
Collapse
Affiliation(s)
- Kazuhito Suzuki
- Division of Clinical Oncology and Hematology, Department of Internal Medicine, The Jikei University School of Medicine, 3-19-18 Nishi-Shimbashi, Minato-ku, Tokyo 105-0003, Japan
| | - Shingo Yano
- Division of Clinical Oncology and Hematology, Department of Internal Medicine, The Jikei University School of Medicine, 3-19-18 Nishi-Shimbashi, Minato-ku, Tokyo 105-0003, Japan
| |
Collapse
|
12
|
Cordone I, Amodeo R, Bellesi S, Bottan F, Buccisano F, De Propris MS, Masi S, Panichi V, Scerpa MC, Annibali O, Bongarzoni V, Caravita di Toritto T, Coppetelli U, Cupelli L, de Fabritiis P, Franceschini L, Garzia M, Fiorini A, Laverde G, Mengarelli A, Za T, Petrucci MT. Consensus for Flow Cytometry Clinical Report on Multiple Myeloma: A Multicenter Harmonization Process Merging Laboratory Experience and Clinical Needs. Cancers (Basel) 2023; 15:cancers15072060. [PMID: 37046720 PMCID: PMC10093543 DOI: 10.3390/cancers15072060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/14/2023] [Accepted: 03/14/2023] [Indexed: 04/03/2023] Open
Abstract
Flow cytometry is a highly sensitive and specific approach for discriminating between normal and clonal plasma cells in multiple myeloma. Uniform response criteria after treatment have been established by the International Myeloma Working Group and the EuroFlow Group; however, the way in which flow cytometry data are reported has suffered from no collaborative or multicentre efforts. This study, involving 8 expert laboratories and 12 clinical hematology units of the Lazio region in Italy, aims to produce a uniform and shared report among the various Centres. From the pre-analytical phase to sample processing, data acquisition, analysis, and evaluation of the potential limitations and pitfalls of the entire process, the study reaches a final conclusion shared by laboratories and clinicians according to the most updated principles and recommendations. The aim was to identify the necessary data to be included in the clinical report by using multiple-choice questionnaires at every single stage of the process. An agreement of more than 75% of the laboratories was considered mandatory for the data to be included in the report. By ensuring the operational autonomy of each laboratory, this study provides a clear report that limits subjective interpretations and highlights possible bias in the process, better supporting clinical decision-making.
Collapse
Affiliation(s)
- Iole Cordone
- Department of Research, Advanced Diagnostic and Technological Innovation, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy
- Correspondence: ; Tel.: +39-065-266-5110
| | - Rachele Amodeo
- Clinical Pathology and Biochemistry Unit, Sant’Andrea University Hospital, 00189 Rome, Italy
| | - Silvia Bellesi
- Department of Diagnostic Imaging, Oncological Radiotherapy and Haematology, IRCCS Foundation A. Gemelli University Hospital, 00168 Rome, Italy
| | - Fiorella Bottan
- Clinical Pathology Unit, San Giovanni Addolorata Hospital, 00184 Rome, Italy
| | - Francesco Buccisano
- Haematology and Stem Cell Transplant Unit, Department of Biomedicine and Prevention, University of Rome ‘Tor Vergata’, 00133 Rome, Italy
| | - Maria Stefania De Propris
- Immunophenotype Laboratory, Department of Translational and Precision Medicine, ‘Sapienza’ University, 00185 Rome, Italy
| | - Serena Masi
- Department of Research, Advanced Diagnostic and Technological Innovation, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy
| | - Valentina Panichi
- Microbiology and Virology Unit, Department of Oncology and Haematology, Belcolle Central Hospital, 01100 Viterbo, Italy
| | - Maria Cristina Scerpa
- Haematology and Stem Cell Unit, Santa Maria Goretti Hospital, ASL Latina, 04100 Latina, Italy
| | - Ombretta Annibali
- Haematology and Stem Cell Transplant Unit, Campus Bio-Medico University, 00128 Rome, Italy
| | - Velia Bongarzoni
- Haematology Unit, San Giovanni Addolorata Hospital, 00184 Rome, Italy
| | | | - Ugo Coppetelli
- Haematology and Stem Cell Unit, Santa Maria Goretti Hospital, ASL Latina, 04100 Latina, Italy
| | - Luca Cupelli
- Haematology Unit, Sant’Eugenio Hospital, ASL Roma 2, 00144 Rome, Italy
| | | | - Luca Franceschini
- Haematology and Stem Cell Transplant Unit, Department of Biomedicine and Prevention, University of Rome ‘Tor Vergata’, 00133 Rome, Italy
| | - Mariagrazia Garzia
- Haematology and Stem Cell Transplant Unit, San Camillo Forlanini Hospital, 00152 Rome, Italy
| | - Alessia Fiorini
- Department of Oncology and Haematology, Belcolle Central Hospital, 01100 Viterbo, Italy
| | - Giacinto Laverde
- Haematology Unit, Sant’Andrea University Hospital, 00189 Rome, Italy
| | - Andrea Mengarelli
- Department of Research and Clinical Oncology, IRCCS Regina Elena National Cancer Institute, 00144 Rome, Italy
| | - Tommaso Za
- Department of Diagnostic Imaging, Oncological Radiotherapy and Haematology, IRCCS Foundation A. Gemelli University Hospital, 00168 Rome, Italy
| | - Maria Teresa Petrucci
- Haematology Unit, Department of Translational and Precision Medicine, ‘Sapienza’ University, 00185 Rome, Italy
| |
Collapse
|
13
|
Fonseca R, Arribas M, Wiedmeier-Nutor JE, Kusne YN, González Vélez M, Kosiorek HE, Butterfield RDJ, Kirsch IR, Mikhael JR, Stewart AK, Reeder C, Larsen J, Bergsagel PL, Fonseca R. Integrated analysis of next generation sequencing minimal residual disease (MRD) and PET scan in transplant eligible myeloma patients. Blood Cancer J 2023; 13:32. [PMID: 36878906 PMCID: PMC9988896 DOI: 10.1038/s41408-023-00794-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 01/26/2023] [Accepted: 01/30/2023] [Indexed: 03/08/2023] Open
Abstract
Minimal residual disease (MRD) assays allow response assessment in patients with multiple myeloma (MM), and negativity is associated with improved survival outcomes. The role of highly sensitive next generation sequencing (NGS) MRD in combination with functional imaging remains to be validated. We performed a retrospective analysis on MM patients who underwent frontline autologous stem cell transplant (ASCT). Patients were evaluated at day 100 post-ASCT with NGS-MRD and positron emission tomography (PET-CT). Patients with ≥ 2 MRD measurements were included in a secondary analysis for sequential measurements. 186 patients were included. At day 100, 45 (24.2%) patients achieved MRD negativity at a sensitivity threshold of 10-6. MRD negativity was the most predictive factor for longer time to next treatment (TTNT). Negativity rates did not differ according to MM subtype, R-ISS Stage nor cytogenetic risk. PET-CT and MRD had poor agreement, with high rates of PET-CT negativity in MRD-positive patients. Patients with sustained MRD negativity had longer TTNT, regardless of baseline risk characteristics. Our results show that the ability to measure deeper and sustainable responses distinguishes patients with better outcomes. Achieving MRD negativity was the strongest prognostic marker and could help guide therapy-related decisions and serve as a response marker for clinical trials.
Collapse
Affiliation(s)
- Rodrigo Fonseca
- Division of Hematology and Medical Oncology, Mayo Clinic, Phoenix, AZ, USA
| | - Mariano Arribas
- Division of Hematology and Medical Oncology, Mayo Clinic, Phoenix, AZ, USA
| | | | - Yael N Kusne
- Division of Hematology and Medical Oncology, Mayo Clinic, Phoenix, AZ, USA
| | | | - Heidi E Kosiorek
- Department of Health Sciences Research, Mayo Clinic, Scottsdale, AZ, USA
| | | | - Ilan R Kirsch
- Translational Medicine, Adaptive Biotechnologies, Seattle, WA, USA
| | - Joseph R Mikhael
- Translational Genomics Research Institute, City of Hope Cancer Center, Phoenix, AZ, USA
| | - A Keith Stewart
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Craig Reeder
- Division of Hematology and Medical Oncology, Mayo Clinic, Phoenix, AZ, USA
| | - Jeremy Larsen
- Division of Hematology and Medical Oncology, Mayo Clinic, Phoenix, AZ, USA
| | - P Leif Bergsagel
- Division of Hematology and Medical Oncology, Mayo Clinic, Phoenix, AZ, USA
| | - Rafael Fonseca
- Division of Hematology and Medical Oncology, Mayo Clinic, Phoenix, AZ, USA.
| |
Collapse
|
14
|
Das N, Dahiya M, Gupta R, Kumar L, Rani L, Gupta A, Farswan A, Sharma A, Sharma OD. Graded Depth of Response and Neoplastic Plasma Cell Index as Indicators of Survival Outcomes in Patients With Multiple Myeloma Following Autologous Stem Cell Transplant. Am J Clin Pathol 2023; 159:69-80. [PMID: 36317501 DOI: 10.1093/ajcp/aqac129] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 09/13/2022] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVES With a substantial number of patients with multiple myeloma (MM) experiencing disease relapse, the quest for more sensitive methods to assess deeper responses indicative of cure continues. METHODS In this prospective analysis of 170 patients with MM at day 100 after autologous stem cell transplant, we evaluated the predictive value of conventional response, measurable residual disease (MRDTOTAL: the aberrant percentage of plasma cells [PC%] among total bone marrow cells), and neoplastic plasma cell index scores (NPCI: the aberrant PC% of total PCs). RESULTS Significantly better progression-free survival (PFS) and overall survival (OS) were observed with deepening conventional response. Conventional response-based stratification within the MRD-positive and MRD-negative subgroups showed a significantly higher PFS (hazard ratio [HR], 3.11; P < .005) and OS (HR, 3.08; P = .01) in the conventional response-positive/MRD-positive group compared with the conventional response-negative/MRD-positive group. Using K-adaptive partitioning to find the optimum threshold for MRD, patients achieving less than 0.001% MRDTOTAL had superior PFS (MRDTOTAL 0.001% to <0.1%: HR, 6.66, P < .005; MRDTOTAL ≥0.1%: HR, 11.52, P < .005) and OS (MRDTOTAL 0.001% to <0.1%: HR, 5.3, P < .05; MRDTOTAL ≥0.1%: HR = 9.21, P < .005). The C index and Akaike information criterion metrics demonstrated the superior performance of the NPCI compared with MRDTOTAL in predicting treatment outcome. CONCLUSIONS Progressive deepening of response, conventional as well as MRD, correlates with superior survival outcomes. The NPCI proved to be a superior determinant of survival and can be explored as a better statistic than MRD.
Collapse
Affiliation(s)
- Nupur Das
- Laboratory Oncology Unit, Dr. B.R.A. IRCH, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Meetu Dahiya
- Laboratory Oncology Unit, Dr. B.R.A. IRCH, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Ritu Gupta
- Laboratory Oncology Unit, Dr. B.R.A. IRCH, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Lalit Kumar
- Department of Medical Oncology, Dr. B.R.A. IRCH, AIIMS, New Delhi, India
| | - Lata Rani
- Laboratory Oncology Unit, Dr. B.R.A. IRCH, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Anubha Gupta
- SBI Lab, Department of ECE, Indraprastha Institute of Information Technology, New Delhi, India
| | - Akanksha Farswan
- SBI Lab, Department of ECE, Indraprastha Institute of Information Technology, New Delhi, India
| | - Atul Sharma
- Department of Medical Oncology, Dr. B.R.A. IRCH, AIIMS, New Delhi, India
| | - Om Dutt Sharma
- Laboratory Oncology Unit, Dr. B.R.A. IRCH, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| |
Collapse
|
15
|
MRD in multiple myeloma: does CR really matter? Blood 2022; 140:2423-2428. [PMID: 35560160 DOI: 10.1182/blood.2022016170] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 04/11/2022] [Accepted: 04/26/2022] [Indexed: 01/01/2023] Open
Abstract
Multiple myeloma embodies the paradigm of the deeper the response, the longer the survival. However, results are conflicting regarding achievement of complete remission (CR) and minimal residual disease (MRD) negativity; some patients with persistent M protein have undetectable MRD. We reviewed the frequency of this discordance and outcomes of these patients. We spotlight possible explanations for and consequences of conflicting response criteria and suggest that MRD be assessed in patients achieving very good partial response or better in clinical trials.
Collapse
|
16
|
Olsen TR, Tapia-Alveal C, Wen K, Worgall TS, Stojanovic MN, Lin Q. Microfluidic isolation of aptamers with affinity towards multiple myeloma monoclonal immunoglobulins. Biomed Microdevices 2022; 25:3. [PMID: 36480127 PMCID: PMC11113000 DOI: 10.1007/s10544-022-00643-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2022] [Indexed: 12/13/2022]
Abstract
Multiple myeloma (MM) is a bone marrow cancer of resident plasma cells that affects 125,000 patients in the U.S. with about 30,000 new cases per year. Its signature is the clonal proliferation of a single plasma cell that secretes a patient specific monoclonal immunoglobulin (M-Ig). Targeting the M-Ig in patient serum could allow sensitive and noninvasive identification of minimal residual disease in multiple myeloma. Aptamers, which are single-stranded oligonucleotides with affinity and specificity to a target molecule, have recently been introduced as affinity reagents for recognition of MM M-Igs. Here we exploit microfluidic SELEX technology to enable rapid and efficient generation of aptamers against M-Ig proteins from MM patients. We first characterize the technology by isolating aptamers with affinity towards the monoclonal antibody rituximab as a model M-Ig and then apply the technology to isolating aptamers specifically targeting M-Igs obtained from serum samples of MM patients. We demonstrate that high-affinity DNA aptamers (KD < 50 nM) for M-Ig proteins from a patient sample could be isolated via microfluidic SELEX within approximately 12 h and using less than 100 micrograms of patient M-Ig. Such aptamers can potentially be used in personalized monitoring of minimal residual disease in MM patients.
Collapse
Affiliation(s)
- Timothy R Olsen
- Department of Mechanical Engineering, Columbia University, 10027, New York, NY, USA
| | - Claudia Tapia-Alveal
- Department of Pathology and Cell Biology, Columbia University Medical Center, 10032, New York, NY, USA
| | - Kechun Wen
- Department of Mechanical Engineering, Columbia University, 10027, New York, NY, USA
| | - Tilla S Worgall
- Department of Pathology and Cell Biology, Columbia University Medical Center, 10032, New York, NY, USA
| | | | - Qiao Lin
- Department of Mechanical Engineering, Columbia University, 10027, New York, NY, USA.
| |
Collapse
|
17
|
Royle KL, Coulson AB, Ramasamy K, Cairns DA, Hockaday A, Quezada S, Drayson M, Kaiser M, Owen R, Auner HW, Cook G, Meads D, Olivier C, Barnard L, Lambkin R, Paterson A, Dawkins B, Chapman M, Pratt G, Popat R, Jackson G, Bygrave C, Sive J, de Tute R, Chantry A, Parrish C, Cook M, Asher S, Yong K. Risk and response adapted therapy following autologous stem cell transplant in patients with newly diagnosed multiple myeloma (RADAR (UK-MRA Myeloma XV Trial): study protocol for a phase II/III randomised controlled trial. BMJ Open 2022; 12:e063037. [PMID: 36396306 PMCID: PMC9677008 DOI: 10.1136/bmjopen-2022-063037] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Multiple myeloma is a plasma cell malignancy that accounts for 1%-2% of newly diagnosed cancers.At diagnosis, approximately 20% of patients can be identified, using cytogenetics, to have inferior survival (high-risk). Additionally, standard-risk patients, with detectable disease (minimal residual disease (MRD)-positive) postautologus stem cell transplant (ASCT), fare worse compared with those who do not (MRD-negative). Research is required to determine whether a risk-adapted approach post-ASCT could further improve patient outcomes. METHODS RADAR is a UK, multicentre, risk-adapted, response-guided, open-label, randomised controlled trial for transplant-eligible newly diagnosed multiple myeloma patients, using combinations of lenalidomide (R), cyclophosphamide (Cy), bortezomib (Bor), dexamethasone (D) and isatuximab (Isa).Participants receive RCyBorD(x4) induction therapy, followed by high-dose melphalan and ASCT. Post-ASCT, there are three pathways as follows:A phase III discontinuation design to assess de-escalating therapy in standard-risk MRD-negative patients. Participants receive 12 cycles of Isa maintenance. Those who remain MRD-negative are randomised to either continue or stop treatment.A phase II/III multiarm multistage design to test treatment strategies for treatment escalation in standard-risk MRD-positive patients. Participants are randomised to either; R, RBorD(x4) +R, RIsa, or RBorIsaD(x4) + RIsa.A phase II design to assess the activity of intensive treatment strategies in high-risk patients. Participants are randomised to RBorD(x4) +R or RBorIsaD(x4) + RIsa.1400 participants will be registered to allow for 500, 450 and 172 participants in each pathway. Randomisations are equal and treatment is given until disease progression or intolerance. ETHICS AND DISSEMINATION Ethical approval was granted by the London-Central Research Ethics Committee (20/LO/0238) and capacity and capability confirmed by the appropriate local research and development department for each participating centre prior to opening recruitment. Participant informed consent is required before trial registration and reconfirmed post-ASCT. Results will be disseminated by conference presentations and peer-reviewed publications. TRIAL REGISTRATION NUMBER ISCRTN46841867.
Collapse
Affiliation(s)
- Kara-Louise Royle
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Insitute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Amy Beth Coulson
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Insitute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Karthik Ramasamy
- Radcliffe Department of Medicine, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - David A Cairns
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Insitute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Anna Hockaday
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Insitute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Sergio Quezada
- Department of Haematology, UCL Cancer Institute, London, UK
| | - Mark Drayson
- Clinical Immunology Service, Institute of Immunology and Immunotherapy, Medical School, University of Birmingham, Birmingham, UK
| | - Martin Kaiser
- Centre for Myeloma Research, Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - Roger Owen
- HMDS, St James's University Hospital, Leeds, UK
| | - Holger W Auner
- Department of Immunology and Inflammation, Imperial College London, London, UK
- Langmuir Centre for Myeloma Research, Imperial College London, London, UK
| | - Gordon Cook
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Insitute of Clinical Trials Research, University of Leeds, Leeds, UK
- Leeds Cancer Centre, St James's University Hospital, Leeds, UK
| | - David Meads
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Catherine Olivier
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Insitute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Lorna Barnard
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Insitute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Rhiannon Lambkin
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Insitute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Andrea Paterson
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Insitute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Bryony Dawkins
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Mike Chapman
- Department of Haematology, University of Cambridge, Cambridge, UK
| | - Guy Pratt
- Department of Haematology, Queen Elizabeth Hospital, Birmingham, UK
| | - Rakesh Popat
- Department of Haematology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Graham Jackson
- Northern Centre for Cancer Care, Freeman Hospital, Newcastle-Upon-Tyne, UK
| | - Ceri Bygrave
- Department of Haematology, University Hospital of Wales, Cardiff, UK
| | - Jonathan Sive
- Department of Haematology, University College London Hospitals NHS Foundation Trust, London, UK
| | | | - Andrew Chantry
- Department of Haematology, Royal Hallamshire Hospital, Sheffield, UK
| | | | - Mark Cook
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Bristol Myers Squibb, Boundry, Switzerland
| | - Samir Asher
- Department of Haematology, UCL Cancer Institute, London, UK
| | - Kwee Yong
- Department of Haematology, UCL Cancer Institute, London, UK
| |
Collapse
|
18
|
Pape LJ, Hambach J, Gebhardt AJ, Rissiek B, Stähler T, Tode N, Khan C, Weisel K, Adam G, Koch-Nolte F, Bannas P. CD38-specific nanobodies allow in vivo imaging of multiple myeloma under daratumumab therapy. Front Immunol 2022; 13:1010270. [PMID: 36389758 PMCID: PMC9647632 DOI: 10.3389/fimmu.2022.1010270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 10/03/2022] [Indexed: 08/30/2023] Open
Abstract
RATIONALE Recent studies have demonstrated the feasibility of CD38-specific antibody constructs for in vivo imaging of multiple myeloma. However, detecting multiple myeloma in daratumumab-pretreated patients remains difficult due to overlapping binding epitopes of the CD38-specific imaging antibody constructs and daratumumab. Therefore, the development of an alternative antibody construct targeting an epitope of CD38 distinct from that of daratumumab is needed. We report the generation of a fluorochrome-conjugated nanobody recognizing such an epitope of CD38 to detect myeloma cells under daratumumab therapy in vitro, ex vivo, and in vivo. METHODS We conjugated the CD38-specific nanobody JK36 to the near-infrared fluorescent dye Alexa Fluor 680. The capacity of JK36AF680 to bind and detect CD38-expressing cells pretreated with daratumumab was evaluated on CD38-expressing tumor cell lines in vitro, on primary myeloma cells from human bone marrow biopsies ex vivo, and in a mouse tumor model in vivo. RESULTS Fluorochrome-labeled nanobody JK36AF680 showed specific binding to CD38-expressing myeloma cells pretreated with daratumumab in vitro and ex vivo and allowed for specific imaging of CD38-expressing xenografts in daratumumab-pretreated mice in vivo. CONCLUSIONS Our study demonstrates that a nanobody recognizing a distinct, non-overlapping epitope of CD38 allows the specific detection of myeloma cells under daratumumab therapy in vitro, ex vivo, and in vivo.
Collapse
Affiliation(s)
- Luca Julius Pape
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Julia Hambach
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anna Josephine Gebhardt
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Björn Rissiek
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias Stähler
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Natalie Tode
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Cerusch Khan
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Katja Weisel
- Department of Oncology, Hematology and Bone Marrow Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gerhard Adam
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Friedrich Koch-Nolte
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Peter Bannas
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| |
Collapse
|
19
|
Deng X, Zhang M, Zhou J, Xiao M. Next-generation sequencing for MRD monitoring in B-lineage malignancies: from bench to bedside. Exp Hematol Oncol 2022; 11:50. [PMID: 36057673 PMCID: PMC9440501 DOI: 10.1186/s40164-022-00300-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 08/21/2022] [Indexed: 12/02/2022] Open
Abstract
Minimal residual disease (MRD) is considered the strongest relevant predictor of prognosis and an effective decision-making factor during the treatment of hematological malignancies. Remarkable breakthroughs brought about by new strategies, such as epigenetic therapy and chimeric antigen receptor-T (CAR-T) therapy, have led to considerably deeper responses in patients than ever, which presents difficulties with the widely applied gold-standard techniques of MRD monitoring. Urgent demands for novel approaches that are ultrasensitive and provide sufficient information have put a spotlight on high-throughput technologies. Recently, advances in methodology, represented by next-generation sequencing (NGS)-based clonality assays, have proven robust and suggestive in numerous high-quality studies and have been recommended by some international expert groups as disease-monitoring modalities. This review demonstrates the applicability of NGS-based clonality assessment for MRD monitoring of B-cell malignancies by summarizing the oncogenesis of neoplasms and the corresponding status of immunoglobulin (IG) rearrangements. Furthermore, we focused on the performance of NGS-based assays compared with conventional approaches and the interpretation of results, revealing directions for improvement and prospects in clinical practice.
Collapse
Affiliation(s)
- Xinyue Deng
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, Hubei, 430030, China
| | - Meilan Zhang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, Hubei, 430030, China
| | - Jianfeng Zhou
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, Hubei, 430030, China
| | - Min Xiao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China. .,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, Hubei, 430030, China.
| |
Collapse
|
20
|
Steps towards a Multiple Myeloma Cure? J Pers Med 2022; 12:jpm12091451. [PMID: 36143236 PMCID: PMC9504254 DOI: 10.3390/jpm12091451] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/01/2022] [Accepted: 09/02/2022] [Indexed: 11/17/2022] Open
Abstract
Multiple myeloma survival has increased in last 20 years because of new treatments, better clinical management due to novel diagnostic tools such as imaging, and better understanding of the disease, biologically and genetically. Novel drugs have been introduced that act with different therapeutic mechanisms, but so have novel therapeutic strategies such as consolidation and maintenance after autologous stem cell transplant. Imaging (such as PET-CT and MRI) has been applied at diagnosis and after therapy for minimal residual disease monitoring. Multiparametric flow and molecular NGS may detect, with high-sensitivity, residual monoclonal plasma cells in the bone marrow. With this novel therapeutic and biological approach, a considerable fraction of multiple myeloma patients can achieve durable remission or even MGUS-like regression, which can ultimately lead to disease disappearance. The big dogma, “Myeloma is an incurable disease”, is hopefully fading.
Collapse
|
21
|
de Tute RM, Pawlyn C, Cairns DA, Davies FE, Menzies T, Rawstron A, Jones JR, Hockaday A, Henderson R, Cook G, Drayson MT, Jenner MW, Kaiser MF, Gregory WM, Morgan GJ, Jackson GH, Owen RG. Minimal Residual Disease After Autologous Stem-Cell Transplant for Patients With Myeloma: Prognostic Significance and the Impact of Lenalidomide Maintenance and Molecular Risk. J Clin Oncol 2022; 40:2889-2900. [PMID: 35377708 DOI: 10.1200/jco.21.02228] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 01/14/2022] [Accepted: 02/08/2022] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Minimal residual disease (MRD) can predict outcomes in patients with multiple myeloma, but limited data are available on the prognostic impact of MRD when assessed at serial time points in the context of maintenance therapy after autologous stem-cell transplant (ASCT) and the interaction between MRD and molecular risk. METHODS Data from a large phase III trial (Myeloma XI) were examined to determine the relationship between MRD status, progression-free survival (PFS), and overall survival (OS) in post-ASCT patients randomly assigned to lenalidomide maintenance or no maintenance at 3 months after ASCT. MRD status was assessed by flow cytometry (median sensitivity 0.004%) before maintenance random assignment (ASCT + 3) and 6 months later (ASCT + 9). RESULTS At ASCT + 3, 475 of 750 (63.3%) patients were MRD-negative and 275 (36.7%) were MRD-positive. MRD-negative status was associated with improved PFS (hazard ratio [HR] = 0.47; 95% CI, 0.37 to 0.58 P < .001) and OS (HR = 0.59; 95% CI, 0.40 to 0.85; P = .0046). At ASCT + 9, 214 of 326 (65.6%) were MRD-negative and 112 (34.4%) were MRD-positive. MRD-negative status was associated with improved PFS (HR = 0.20; 95% CI, 0.13 to 0.31; P < .0001) and OS (HR = 0.33; 95% CI, 0.15 to 0.75; P = .0077). The findings were very similar when restricted to patients with complete response/near complete response. Sustained MRD negativity from ASCT + 3 to ASCT + 9 or the conversion to MRD negativity by ASCT + 9 was associated with the longest PFS/OS. Patients randomly assigned to lenalidomide maintenance were more likely to convert from being MRD-positive before maintenance random assignment to MRD-negative 6 months later (lenalidomide 30%, observation 17%). High-risk molecular features had an adverse effect on PFS and OS even for those patients achieving MRD-negative status. On multivariable analysis of MRD status, maintenance therapy and molecular risk maintained prognostic impact at both ASCT + 3 and ASCT + 9. CONCLUSION In patients with multiple myeloma, MRD status at both ASCT + 3 and ASCT + 9 is a powerful predictor of PFS and OS.
Collapse
Affiliation(s)
- Ruth M de Tute
- Haematological Malignancy Diagnostic Service, Leeds Cancer Centre, Leeds Teaching Hospitals Trust, Leeds, United Kingdom
| | - Charlotte Pawlyn
- The Institute of Cancer Research, London, United Kingdom
- The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - David A Cairns
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Faith E Davies
- Perlmutter Cancer Center, NYU Langone Health, New York, NY
| | - Tom Menzies
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Andy Rawstron
- Haematological Malignancy Diagnostic Service, Leeds Cancer Centre, Leeds Teaching Hospitals Trust, Leeds, United Kingdom
| | - John R Jones
- Eastbourne District General Hospital, Eastbourne, United Kingdom
- Brighton and Sussex Medical School, University of Sussex, Sussex, United Kingdom
- Kings College Hospital, NHS Foundation Trust, London, United Kingdom
| | - Anna Hockaday
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Rowena Henderson
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Gordon Cook
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
- Kings College Hospital, NHS Foundation Trust, London, United Kingdom
| | - Mark T Drayson
- Leeds Cancer Centre, Leeds Teaching Hospitals Trust, Leeds, United Kingdom
| | - Matthew W Jenner
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Martin F Kaiser
- The Institute of Cancer Research, London, United Kingdom
- The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Walter M Gregory
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | | | - Graham H Jackson
- University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom
| | - Roger G Owen
- Haematological Malignancy Diagnostic Service, Leeds Cancer Centre, Leeds Teaching Hospitals Trust, Leeds, United Kingdom
| |
Collapse
|
22
|
Ibrahim A, Chamseddine N, El-cheikh J, Hanna C, Moukadem W, Nasr F, Younis A, Bazarbachi A. Management of Multiple Myeloma in the Middle East: Unmet Needs, Challenges and Perspective. Clin Hematol Int 2022; 4:127-132. [PMID: 36040650 PMCID: PMC9763519 DOI: 10.1007/s44228-022-00017-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 06/04/2022] [Indexed: 01/07/2023] Open
Abstract
Multiple myeloma (MM) is a prevalent hematological malignancy. Resource-constrained settings such as the Middle East are particularly burdened by the increasing trends in MM morbidity and mortality in addition to challenges in the management of MM. It thus becomes necessary to identify and address debatable areas of current practice and gaps in the management of MM in the Middle East. With a special focus on the Lebanese situation, the first-line treatment of the very elderly (> 80 years old) is discussed, in addition to the impact of relapse type (biochemical or clinical relapse) on maintenance therapy, the choice of first relapse therapy in relation to maintenance therapy, and the role of MRD in the MM treatment landscape. The need for realistic management guidelines accounting for local resources and expertise, in addition to the reflection of drug accessibility and cost on clinical practice are recognized.
Collapse
Affiliation(s)
- Ahmad Ibrahim
- Department of Hematology-Oncology, Makassed University Hospital, Beirut, Lebanon ,School of Medicine, National Lebanese University, Hadath, Lebanon ,Department of Hematology-Oncology, Middle East Institute of Health, Beirut, Lebanon
| | - Nabil Chamseddine
- Department of Hematology-Oncology, Saint George Hospital University Medical Center, Beirut, Lebanon
| | - Jean El-cheikh
- Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Colette Hanna
- Department of Hematology-Oncology, Clemenceau Medical Center, Beirut, Lebanon ,Department of Hematology-Oncology, Hôtel-Dieu de France Medical Center, Beirut, Lebanon ,Department of Hematology-Oncology, Mount Lebanon Hospital, Hazmieh, Lebanon
| | - Walid Moukadem
- Department of Hematology-Oncology, Haykel Hospital, Tripoli, Lebanon
| | - Fady Nasr
- Department of Hematology-Oncology, Hôtel-Dieu de France Medical Center, Beirut, Lebanon ,Department of Hematology-Oncology, Mount Lebanon Hospital, Hazmieh, Lebanon
| | - Ahmad Younis
- Department of Hematology-Oncology, Military Hospital, Beirut, Lebanon
| | - Ali Bazarbachi
- Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| |
Collapse
|
23
|
Ferla V, Antonini E, Perini T, Farina F, Masottini S, Malato S, Marktel S, Lupo Stanghellini MT, Tresoldi C, Ciceri F, Marcatti M. Minimal residual disease detection by next-generation sequencing in multiple myeloma: Promise and challenges for response-adapted therapy. Front Oncol 2022; 12:932852. [PMID: 36052251 PMCID: PMC9426755 DOI: 10.3389/fonc.2022.932852] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 07/06/2022] [Indexed: 11/18/2022] Open
Abstract
Assessment of minimal residual disease (MRD) is becoming a standard diagnostic tool for curable hematological malignancies such as chronic and acute myeloid leukemia. Multiple myeloma (MM) remains an incurable disease, as a major portion of patients even in complete response eventually relapse, suggesting that residual disease remains. Over the past decade, the treatment landscape of MM has radically changed with the introduction of new effective drugs and the availability of immunotherapy, including targeted antibodies and adoptive cell therapy. Therefore, conventional serological and morphological techniques have become suboptimal for the evaluation of depth of response. Recently, the International Myeloma Working Group (IMWG) introduced the definition of MRD negativity as the absence of clonal Plasma cells (PC) with a minimum sensitivity of <10−5 either by next-generation sequencing (NGS) using the LymphoSIGHT platform (Sequenta/Adaptative) or by next-generation flow cytometry (NGF) using EuroFlow approaches as the reference methods. While the definition of the LymphoSIGHT platform (Sequenta/Adaptive) as the standard method derives from its large use and validation in clinical studies on the prognostic value of NGS-based MRD, other commercially available options exist. Recently, the LymphoTrack assay has been evaluated in MM, demonstrating a sensitivity level of 10−5, hence qualifying as an alternative effective tool for MRD monitoring in MM. Here, we will review state-of-the-art methods for MRD assessment by NGS. We will summarize how MRD testing supports clinical trials as a useful tool in dynamic risk-adapted therapy. Finally, we will also discuss future promise and challenges of NGS-based MRD determination for clinical decision-making. In addition, we will present our real-life single-center experience with the commercially available NGS strategy LymphoTrack-MiSeq. Even with the limitation of a limited number of patients, our results confirm the LymphoTrack-MiSeq platform as a cost-effective, readily available, and standardized workflow with a sensitivity of 10−5. Our real-life data also confirm that achieving MRD negativity is an important prognostic factor in MM.
Collapse
Affiliation(s)
- Valeria Ferla
- Hematology and Bone Marrow Transplantation, San Raffaele Scientific Institute, Milan, Italy
- *Correspondence: Valeria Ferla,
| | - Elena Antonini
- Molecular Hematology Laboratory, San Raffaele Scientific Institute, Milan, Italy
| | - Tommaso Perini
- Hematology and Bone Marrow Transplantation, San Raffaele Scientific Institute, Milan, Italy
- Age Related Diseases Laboratory, Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Francesca Farina
- Hematology and Bone Marrow Transplantation, San Raffaele Scientific Institute, Milan, Italy
| | - Serena Masottini
- Molecular Hematology Laboratory, San Raffaele Scientific Institute, Milan, Italy
| | - Simona Malato
- Hematology and Bone Marrow Transplantation, San Raffaele Scientific Institute, Milan, Italy
| | - Sarah Marktel
- Hematology and Bone Marrow Transplantation, San Raffaele Scientific Institute, Milan, Italy
| | | | - Cristina Tresoldi
- Molecular Hematology Laboratory, San Raffaele Scientific Institute, Milan, Italy
| | - Fabio Ciceri
- Hematology and Bone Marrow Transplantation, San Raffaele Scientific Institute, Milan, Italy
- University Vita-Salute San Raffaele, Milan, Italy
| | - Magda Marcatti
- Hematology and Bone Marrow Transplantation, San Raffaele Scientific Institute, Milan, Italy
| |
Collapse
|
24
|
Ebraheem M, Kumar SK, Dispenzieri A, Jevremovic D, Buadi FK, Dingli D, Cook J, Lacy MQ, Hayman SR, Kapoor P, Leung N, Fonder A, Hobbs M, Hwa YL, Muchtar E, Warsame R, Kourelis TV, Russell S, Binder M, Lin Y, Go RS, Siddiqui MA, Kyle RA, Rajkumar SV, Gonsalves WI, Gertz MA. Deepening Responses after Upfront Autologous Stem Cell Transplantation in Patients with Newly Diagnosed Multiple Myeloma in the Era of Novel Agent Induction Therapy. Transplant Cell Ther 2022; 28:760.e1-760.e5. [DOI: 10.1016/j.jtct.2022.07.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 07/29/2022] [Accepted: 07/31/2022] [Indexed: 11/25/2022]
|
25
|
Bal S, Dhakal B, Silbermann RW, Schmidt TM, Dholaria B, Giri S, Chhabra S, Medvedova E, Godby KN, D'Souza A, Hall AC, Hardwick P, Omel J, Cornell RF, Hari P, Callander NS, Costa LJ. Impact of Autologous Hematopoietic Cell Transplantation on Disease Burden Quantified by Next-Generation Sequencing in Multiple Myeloma Treated with Quadruplet Therapy. Am J Hematol 2022; 97:1170-1177. [PMID: 35731911 DOI: 10.1002/ajh.26640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 05/17/2022] [Accepted: 06/17/2022] [Indexed: 11/08/2022]
Abstract
The incremental impact of autologous hematopoietic cell transplantation (AHCT) on disease burden with quadruplet induction in newly diagnosed multiple myeloma (NDDM) can be reappraised with the serial assessment of minimal residual disease (MRD). We describe the impact of AHCT on MM burden assessed by next-generation sequencing (NGS) for patients enrolled in a clinical trial utilising quadruplet induction, AHCT, followed by MRD-adapted consolidation. We describe quantitative changes in MRD burden with AHCT and explore patient and disease features influencing the magnitude of MRD reduction with AHCT. Among 123 included patients, 109 underwent AHCT and had MRD assessment pre and post AHCT. Forty per cent achieved MRD<10-5 post-induction, increasing to 70% after AHCT. Of the 65 patients (60%) who remained MRD positive post-induction, 54 (83%) had a reduction in MRD burden with AHCT. The median reduction in MRD with AHCT was 1.10 log10 (range -1.26 to 3.41). Patients with high-risk cytogenetic abnormalities (HRCA) had greater reduction in MRD burden (P=0.02) after AHCT. Median relative reduction was 0.91 log10 (range -0.75 to 2.14), 1.26 log10 (range -0.21to 3.26) and 1.34 log10 (range -1.28 to 3.41) for patients with 0, 1 and 2+ HRCA, respectively. The presence of HRCA was the only factor associated with greater than 1 log10 reduction in MRD burden with AHCT. Serial NGS MRD demonstrates the incremental effect of AHCT in MM marrow burden in the context of quadruplet induction, particularly in high risk MM. This article is protected by copyright. All rights reserved.
Collapse
Affiliation(s)
- Susan Bal
- Division of Hematology/Oncology, University of Alabama at Birmingham, Birmingham, AL.,O'Neal Comprehensive Cancer Center at University of Alabama at Birmingham, Birmingham, AL
| | - Binod Dhakal
- Division of Hematology/Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | | | | | - Bhagirathbhai Dholaria
- Department of Medicine, Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, TN
| | - Smith Giri
- Division of Hematology/Oncology, University of Alabama at Birmingham, Birmingham, AL.,O'Neal Comprehensive Cancer Center at University of Alabama at Birmingham, Birmingham, AL
| | - Saurabh Chhabra
- Division of Hematology/Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | | | - Kelly N Godby
- Division of Hematology/Oncology, University of Alabama at Birmingham, Birmingham, AL.,O'Neal Comprehensive Cancer Center at University of Alabama at Birmingham, Birmingham, AL
| | - Anita D'Souza
- Division of Hematology/Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | | | - Pamela Hardwick
- Division of Hematology/Oncology, University of Alabama at Birmingham, Birmingham, AL.,O'Neal Comprehensive Cancer Center at University of Alabama at Birmingham, Birmingham, AL
| | - Jim Omel
- Independent Patient Advocate, Omaha, NE
| | - Robert F Cornell
- Department of Medicine, Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, TN
| | - Parameswaran Hari
- Division of Hematology/Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | | | - Luciano J Costa
- Division of Hematology/Oncology, University of Alabama at Birmingham, Birmingham, AL.,O'Neal Comprehensive Cancer Center at University of Alabama at Birmingham, Birmingham, AL
| |
Collapse
|
26
|
Jain G, Das N, Gajendra S, Gangwar SP, Gupta R, Mallik S, Sharma A, Kumar L, Upadhyay AD. Effect of the sequence of pull of bone marrow aspirates on plasma cell quantification in plasma cell proliferative disorders. Int J Lab Hematol 2022; 44:837-845. [DOI: 10.1111/ijlh.13887] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 05/11/2022] [Indexed: 02/04/2023]
Affiliation(s)
- Garima Jain
- Department of Laboratory Oncology Dr. BRAIRCH, AIIMS New Delhi India
| | - Nupur Das
- Department of Laboratory Oncology Dr. BRAIRCH, AIIMS New Delhi India
| | - Smeeta Gajendra
- Department of Laboratory Oncology Dr. BRAIRCH, AIIMS New Delhi India
| | | | - Ritu Gupta
- Department of Laboratory Oncology Dr. BRAIRCH, AIIMS New Delhi India
| | | | - Atul Sharma
- Department of Medical Oncology Dr. BRAIRCH, AIIMS New Delhi India
| | - Lalit Kumar
- Department of Medical Oncology Dr. BRAIRCH, AIIMS New Delhi India
| | | |
Collapse
|
27
|
Sun Q, Li X, Gu J, Huang B, Liu J, Chen M, Li J. Prognostic Significance of the Stage at Which an MRD-Negative Status Is Achieved for Patients With Multiple Myeloma Who Received ASCT. Front Oncol 2022; 12:776920. [PMID: 35664799 PMCID: PMC9157574 DOI: 10.3389/fonc.2022.776920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 04/12/2022] [Indexed: 11/13/2022] Open
Abstract
Objective To explore the prognostic significance of the stage at which a minimal residual disease (MRD)-negative status is achieved for patients with newly diagnosed multiple myeloma (NDMM) who received autologous hematopoietic stem cell transplantation (ASCT). Cases and Methods A retrospective analysis of 186 NDMM patients who received "induction therapy-ASCT-maintenance therapy" in our center and achieved an MRD-negative status was performed. Patients were divided into three groups, A (induction therapy), B (3 months after ASCT), and C (maintenance therapy), according to the stage at which an MRD-negative status was achieved. Results The median time to progression (TTP) of 186 patients was not reached; the median overall survival (OS) was 113.8 months. The median TTP of the patients in three groups was not reached (P=0.013), and the median OS of the patients in three groups was not reached, not reached, and 71.2 months, respectively (P=0.026). Among patients with standard-risk cytogenetics, the median TTP of those in all three groups was not reached (P=0.121), and the median OS of the patients in three groups was not reached, not reached, and 99.6 months, respectively (P=0.091). Among patients with high-risk cytogenetics, the median TTP of those in three groups was not reached, 53.9 months, and 35.8 months (P=0.060), and the median OS was not reached, 71.2 months, and 60.2 months, respectively (P=0.625). Among patients with R-ISS stage I-II, the median TTP of those in three groups was not reached (P=0.174), and the median OS of the patients in three groups was not reached, not reached, and 99.6 months, respectively (P=0.186). Among the 29 patients with R-ISS stage III, the median TTP of those in the 3 groups were unreached, unreached, and 35.1 months (P<0.001), and the median OS was unreached, unreached, and 48.5 months, respectively (P=0.020). In all enrolled patients, the stage of reaching MRD-negative was an independent prognostic factor for TTP, rather than a prognostic factor for OS. The stage of reaching MRD-negative in patients with R-ISS III was an independent prognostic factor for OS. Conclusion For the same patients who are MRD-negative, the prognoses of those who achieve an MRD-negative status at different groups are different. The stage at which an MRD-negative status is achieved can predict the prognosis of patients with R-ISS stage III.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Juan Li
- Department of Hematology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| |
Collapse
|
28
|
Deng J, Liu L, Sun J, Ma Y, Li L. Effectiveness and safety of chemotherapy combined with immunomodulatory therapies for multiple myeloma: A protocol for systematic review and meta-analysis. Medicine (Baltimore) 2022; 101:e29093. [PMID: 35421063 PMCID: PMC9276082 DOI: 10.1097/md.0000000000029093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 02/26/2022] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Multiple myeloma (MM) is considered one of the prevalent malignant plasma cell diseases affecting people. In essence, maintenance treatment is valuable for prolonging the survival time of patients experiencing MM. The majority of the currently used treatment protocols for MM are founded on a combination of chemotherapy and immunomodulatory drugs, of which immunomodulatory drugs seems to be one of the most active drugs. However, in the literature, chemotherapy combined with immunomodulatory therapies have not been unambiguously proven. To systematically appraise and synthesize these results, the present investigation will evaluate whether combining chemotherapy with immunomodulatory therapies an effective and safe approach to treating patients with MM. METHODS Two authors relied in 7 different databases: PubMed, EMBASE, Cochrane Library, Web of Science, WanFang Database, Chinese Biomedical Literature Database, China National Knowledge Infrastructure and for studies on chemotherapy's effectiveness when combined with immunomodulatory therapies. The authors only considered studies published up to December 16, 2021 and only those written in English or Chinese. They will also carry out selection of studies, extraction of data, along with assessing risk of bias. Besides, they will also use RevMan V.5.3 to conduct data synthesis. They will establish heterogeneity using the I2 test. At the same time, the authors will evaluate publication bias by making a funnel plot and conducting the Begg as well as Egger tests. ETHICS AND DISSEMINATION The present study will not necessitate ethics approval since it will be funded on already published works. OSF REGISTRATION NUMBER 10.17605/OSF.IO/X7DE4.
Collapse
|
29
|
Baumelou M, Payssot A, Row C, Racine J, Lafon I, Bastie J, Chevreux S, Chrétien M, Maynadié M, Caillot D, Guy J. Early achievement of measurable residual disease negativity in the treatment of multiple myeloma as predictor of outcome. Br J Haematol 2022; 197:e82-e85. [DOI: 10.1111/bjh.18103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 02/01/2022] [Accepted: 02/09/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Marion Baumelou
- Service d'Hématologie biologique Centre Hospitalier Universitaire de Dijon Dijon France
| | - Alexandre Payssot
- Service d'Hématologie clinique Centre Hospitalier Universitaire de Dijon Dijon France
| | - Celine Row
- Service d'Hématologie biologique Centre Hospitalier Universitaire de Dijon Dijon France
| | - Jessica Racine
- Service d'Hématologie biologique Centre Hospitalier Universitaire de Dijon Dijon France
| | - Ingrid Lafon
- Service d'Hématologie clinique Centre Hospitalier Universitaire de Dijon Dijon France
| | - Jean‐Noél Bastie
- Service d'Hématologie clinique Centre Hospitalier Universitaire de Dijon Dijon France
| | - Steeve Chevreux
- Service d'Hématologie clinique Centre Hospitalier Universitaire de Dijon Dijon France
| | | | - Marc Maynadié
- Service d'Hématologie biologique Centre Hospitalier Universitaire de Dijon Dijon France
| | - Denis Caillot
- Service d'Hématologie clinique Centre Hospitalier Universitaire de Dijon Dijon France
| | - Julien Guy
- Service d'Hématologie biologique Centre Hospitalier Universitaire de Dijon Dijon France
| |
Collapse
|
30
|
Soh KT, Came N, Otteson GE, Jevremovic D, Shi M, Olteanu H, Natoni A, Lagoo A, Theakston E, Óskarsson JÞ, Gorniak M, Grigoriadis G, Arroz M, Fletcher M, Lin P, Ludwig P, Tembhare P, Matuzeviciene R, Radzevicius M, Kay S, Chen W, Cabrita C, Wallace PK. Evaluation of multiple myeloma measurable residual disease by high sensitivity flow cytometry: An international harmonized approach for data analysis. CYTOMETRY PART B: CLINICAL CYTOMETRY 2022; 102:88-106. [PMID: 35005838 PMCID: PMC10105368 DOI: 10.1002/cyto.b.22053] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 11/15/2021] [Accepted: 12/21/2021] [Indexed: 01/02/2023]
Abstract
BACKGROUND Multiple myeloma (MM) measurable residual disease (MRD) evaluated by flow cytometry is a surrogate for progression-free and overall survival in clinical trials. However, analysis and reporting between centers lack uniformity. We designed and evaluated a consensus protocol for MM MRD analysis to reduce inter-laboratory variation in MM MRD reporting. METHODS Seventeen participants from 13 countries performed blinded analysis of the same eight de-identified flow cytometry files from patients with/without MRD using their own method (Stage 1). A consensus gating protocol was then designed following survey and discussions, and the data re-analyzed for MRD and other bone marrow cells (Stage 2). Inter-laboratory variation using the consensus strategy was reassessed for another 10 cases and compared with earlier results (Stage 3). RESULTS In Stage 1, participants agreed on MRD+/MRD- status 89% and 68% of the time respectively. Inter-observer variation was high for total numbers of analyzed cells, total and normal plasma cells (PCs), limit of detection, lower limit of quantification, and enumeration of cell populations that determine sample adequacy. The identification of abnormal PCs remained relatively consistent. By consensus method, average agreement on MRD- status improved to 74%. Better consistency enumerating all parameters among operators resulted in near-unanimous agreement on sample adequacy. CONCLUSION Uniform flow cytometry data analysis substantially reduced inter-laboratory variation in reporting multiple components of the MM MRD assay. Adoption of a harmonized approach would meet an important need for conformity in reporting MM MRD for clinical trials, and wider acceptance of MM MRD as a surrogate clinical endpoint.
Collapse
Affiliation(s)
- Kah Teong Soh
- Roswell Park Comprehensive Cancer Center Buffalo New York USA
| | - Neil Came
- Peter MacCallum Cancer Centre Melbourne Victoria Australia
| | | | | | - Min Shi
- Mayo Clinic Rochester Minnesota USA
| | | | | | - Anand Lagoo
- Duke University Medical Center Durham North Carolina USA
| | | | | | | | | | - Maria Arroz
- Centro Hospitalar de Lisboa Ocidental Hospital S. Francisco Xavier Lisbon Portugal
| | - Matthew Fletcher
- UK NEQAS for Leucocyte Immunophenotyping, Department of Haematology Royal Hallamshire Hospital Sheffield UK
| | - Pei Lin
- MD Anderson Cancer Center Houston Texas USA
| | | | | | - Reda Matuzeviciene
- Institute of Biomedical Sciences, Department of Physiology, Biochemistry, Microbiology and Laboratory Medicine, Faculty of Medicine Vilnius University Vilnius Lithuania
- Laboratory Medicine Centre Vilnius University Hospital Santaros Clinics Vilnius Lithuania
| | - Mantas Radzevicius
- Institute of Biomedical Sciences, Department of Physiology, Biochemistry, Microbiology and Laboratory Medicine, Faculty of Medicine Vilnius University Vilnius Lithuania
- Laboratory Medicine Centre Vilnius University Hospital Santaros Clinics Vilnius Lithuania
| | - Sigi Kay
- Tel‐Aviv Sourasky Medical Center Tel‐Aviv Israel
| | - Weina Chen
- University of Texas Southwestern Medical Center Dallas Texas USA
| | | | - Paul K. Wallace
- Roswell Park Comprehensive Cancer Center Buffalo New York USA
| |
Collapse
|
31
|
Schmitz A, Brøndum RF, Johnsen HE, Mellqvist UH, Waage A, Gimsing P, op Bruinink DH, van der Velden V, van der Holt B, Hansson M, Andersen NF, Frølund UC, Helleberg C, Schjesvold FH, Ahlberg L, Gulbrandsen N, Andreasson B, Lauri B, Haukas E, Bødker JS, Roug AS, Bøgsted M, Severinsen MT, Gregersen H, Abildgaard N, Sonneveld P, Dybkær K. Longitudinal minimal residual disease assessment in multiple myeloma patients in complete remission – results from the NMSG flow-MRD substudy within the EMN02/HO95 MM trial. BMC Cancer 2022; 22:147. [PMID: 35123422 PMCID: PMC8818194 DOI: 10.1186/s12885-022-09184-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 01/07/2022] [Indexed: 11/20/2022] Open
Abstract
Background Multiple myeloma remains an incurable disease with multiple relapses due to residual myeloma cells in the bone marrow of patients after therapy. Presence of small number of cancer cells in the body after cancer treatment, called minimal residual disease, has been shown to be prognostic for progression-free and overall survival. However, for multiple myeloma, it is unclear whether patients attaining minimal residual disease negativity may be candidates for treatment discontinuation. We investigated, if longitudinal flow cytometry-based monitoring of minimal residual disease (flow-MRD) may predict disease progression earlier and with higher sensitivity compared to biochemical assessments. Methods Patients from the Nordic countries with newly diagnosed multiple myeloma enrolled in the European-Myeloma-Network-02/Hovon-95 (EMN02/HO95) trial and undergoing bone marrow aspiration confirmation of complete response, were eligible for this Nordic Myeloma Study Group (NMSG) substudy. Longitdudinal flow-MRD assessment of bone marrow samples was performed to identify and enumerate residual malignant plasma cells until observed clinical progression. Results Minimal residual disease dynamics were compared to biochemically assessed changes in serum free light chain and M-component. Among 20 patients, reaching complete response or stringent complete response during the observation period, and with ≥3 sequential flow-MRD assessments analysed over time, increasing levels of minimal residual disease in the bone marrow were observed in six cases, preceding biochemically assessed disease and clinical progression by 5.5 months and 12.6 months (mean values), respectively. Mean malignant plasma cells doubling time for the six patients was 1.8 months (95% CI, 1.4–2.3 months). Minimal malignant plasma cells detection limit was 4 × 10–5. Conclusions Flow-MRD is a sensitive method for longitudinal monitoring of minimal residual disease dynamics in multiple myeloma patients in complete response. Increasing minimal residual disease levels precedes biochemically assessed changes and is an early indicator of subsequent clinical progression. Trial registration NCT01208766 Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09184-1.
Collapse
|
32
|
Peres LC, Hansen DK, Maura F, Kazandjian D. The knowns and unknowns of disparities, biology, and clinical outcomes in Hispanic and Latinx multiple myeloma patients in the U.S. Semin Oncol 2022; 49:3-10. [DOI: 10.1053/j.seminoncol.2022.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 01/23/2022] [Indexed: 11/11/2022]
|
33
|
Charalampous C, Kourelis T. Minimal Residual Disease Assessment in Multiple Myeloma Patients: Minimal Disease With Maximal Implications. Front Oncol 2022; 11:801851. [PMID: 35155198 PMCID: PMC8825476 DOI: 10.3389/fonc.2021.801851] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/29/2021] [Indexed: 11/21/2022] Open
Abstract
Multiple Myeloma (MM), the second most common hematologic malignancy, has been the target of many therapeutic advances over the past two decades. The introduction of novel agents, such as proteasome inhibitors, immunomodulatory drugs, and monoclonal antibodies, along with autologous hematopoietic stem cell transplantation (ASCT) in the current standard of care, has increased the median survival of myeloma patients significantly. Nevertheless, a curative treatment option continues to elude us, and MM remains an incurable disease, with patients relapsing even after achieving deep conventionally defined responses, underscoring the need for the development of sensitive methods that will allow for proper identification and management of the patients with a higher probability of relapse. Accurate detection of Minimal Residual Disease (MRD) from a bone marrow biopsy represents a relatively new approach of evaluating response to treatment with data showing clear benefit from obtaining MRD(-) status at any point of the disease course. As life expectancy for patients with MM continues to increase and deep responses are starting to become the norm, establishing and refining the role of MRD in the disease course is more relevant than ever. This review examines the different methods used to detect MRD and discusses future considerations regarding the implementation in day-to-day clinical practice and as a prospective primary endpoint for clinical trials.
Collapse
|
34
|
Kesireddy M, Holstein SA. The era of lenalidomide maintenance therapy in multiple myeloma: settings for achieving best outcomes. Expert Rev Clin Pharmacol 2022; 15:19-31. [DOI: 10.1080/17512433.2022.2032656] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Meghana Kesireddy
- Division of Oncology and Hematology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Sarah A. Holstein
- Division of Oncology and Hematology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE
| |
Collapse
|
35
|
Sharma P, Singh Sachdeva MU, Varma N, Bose P, Aggarwal R, Malhotra P. Utility and feasibility of a six-color multiparametric flow cytometry for measurable residual disease analysis in plasma cell myeloma in resource-limited settings with 5-year survival data. J Cancer Res Ther 2021; 17:1515-1520. [PMID: 34916387 DOI: 10.4103/jcrt.jcrt_1027_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Introduction Treatment of multiple myeloma (MM) has evolved over decades with the introduction of novel therapeutic strategies. Response rates has significantly improved; however, there is a need for more sensitive techniques to study the residual disease other than conventional means. We evaluated the feasibility and utility of a two-tube six color multiparametric flow cytometry (MFC) assay for measurable residual disease (MRD) detection in MM patients on treatment. Methodology Pretitrated cocktails containing antibodies against CD38, CD138, CD45, CD19, CD56, CD81, CD27, and cytoplasmic kappa and lambda light chains were used in the combination of two tubes and were acquired on a flow cytometer. Limit of detection was determined through dilution and spiking experiments with a limit of 0.01%. Results Of the 62 patients screened, 58 patients were included in the final study cohort (day 100 postautologous stem cell transplant and at the end of induction chemotherapy). Twenty-eight patients (48%) revealed the presence of MRD in bone marrow on MFC (median = 0.12, range = 0.01-5.89%). Out of 28 MFC-MRD positive patients, only 16 patients showed M band on immunofixation-electrophoresis (IFE) (MRD+/IFE+, 57%), and rest of them were IFE negative (MRD+/IFE-, 42%). Patients with MRD positive status at the end of induction chemotherapy or day 100 posttransplant had an inferior overall survival (P = 0.009) and progression-free survival (P = 0.0002) than those with MRD negativity. Conclusion We have demonstrated the impact of MRD testing in MM using MFC with a long follow-up data, suggesting its routine incorporation in monitoring the disease independent of the immunofixation status.
Collapse
Affiliation(s)
- Praveen Sharma
- Department of Hematology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Man Updesh Singh Sachdeva
- Department of Hematology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Neelam Varma
- Department of Hematology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Parveen Bose
- Department of Hematology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Ritu Aggarwal
- Department of Immunopathology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Pankaj Malhotra
- Department of Internal Medicine, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| |
Collapse
|
36
|
Chen H, Wang Y, Shao C, Sun C, Zheng C. Efficacy and safety of ixazomib maintenance therapy for patients with multiple myeloma: a meta-analysis. Hematology 2021; 26:1031-1039. [PMID: 34895096 DOI: 10.1080/16078454.2021.2009648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
OBJECTIVES Multiple myeloma(MM) is a malignant plasma cell disease. Maintenance treatment is beneficial to prolong survival time in patients with MM. Ixazomib was approved for the treatment of relapsed or refractory MM in combination with lenalidomide and dexamethasone. Here, we carried out a meta-analysis to determine the efficacy and safety of ixazomib maintenance therapy. METHODS Several databases were searched including PubMed, Web of Science, Embase, the Cochrane Library, etc. The last search dated back to July, 2020. Three clinical trials with a total of 1440 participants with newly diagnosed MM were included. RESULTS AND CONCLUSION The pooled HR of progression-free survival (PFS) was 0.69 (95% CI = 0.59-0.79), which suggested ixazomib maintenance therapy could prolong PFS remarkably. In addition, ixazomib was effective in deepening remission (RR = 1.57, 95% CI = 1.26-1.96). But it could not significantly prolong PFS in cytogenetic high-risk patients (HR = 0.74, 95% CI = 0.47-1.00). In terms of adverse reactions, our analysis revealed higher incidences of grade 3-4 thrombocytopenia (RR = 7.47, 95% CI = 2.06-27.06), neuropathy (RR = 1.48, 95% CI = 1.14-1.92), grade 3-4 infections (RR = 1.77, 95% CI = 1.21-2.59) and gastrointestinal disorders (RR = 1.48, 95% CI = 1.32-1.66). There was no significant correlation between the use of ixazomib and grade 3-4 neutropenia (RR = 1.46, 95% CI = 0.77-2.78, p = 0.25) or the occurrence of new primary malignant tumor (RR = 0.88, 95% CI = 0.53-1.46, p = 0.62). Additionally, more RCTs are needed for better choice of treatment regimen.
Collapse
Affiliation(s)
- Huixian Chen
- Department of Hematology, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, People's Republic of China
| | - Yongjing Wang
- Department of Hematology, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, People's Republic of China.,Shandong University-Karolinska Institute Collaboration Laboratory for Stem Cell Research, Jinan, People's Republic of China.,Institute of Biotherapy for Hematological Malignancies, Shandong University, Jinan, People's Republic of China
| | - Chunchun Shao
- Center of Evidence-Based Medicine, Institute of Medical Sciences, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, People's Republic of China
| | - Chenxi Sun
- Department of Hematology, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, People's Republic of China
| | - Chengyun Zheng
- Department of Hematology, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, People's Republic of China.,Shandong University-Karolinska Institute Collaboration Laboratory for Stem Cell Research, Jinan, People's Republic of China.,Institute of Biotherapy for Hematological Malignancies, Shandong University, Jinan, People's Republic of China
| |
Collapse
|
37
|
Oganesyan A, Ghahramanyan N, Mekinian A, Bejanyan N, Kazandjian D, Hakobyan Y. Managing multiple myeloma in a resource-limited region: Diagnosis and treatment in Armenia. Semin Oncol 2021; 48:269-278. [PMID: 34895914 DOI: 10.1053/j.seminoncol.2021.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 11/05/2021] [Accepted: 11/05/2021] [Indexed: 11/11/2022]
Abstract
Multiple myeloma (MM) is the second most common blood cancer in adults leading to 117,000 deaths every year. Major breakthroughs in clinical research of the past decades transformed the diagnosis and treatment of MM improving the survival rates and overall quality of life of patients. Unfortunately, scientific advancements are not distributed equally around the globe leading to disparities in the treatment outcomes between different regions of the world. Management of MM in low- and middle-income countries represents a big challenge for healthcare providers considering the economic, technological, and infrastructural restraints in comparison to developed countries. Many standards of practice, including diagnostic tools and therapeutic regimens, are not available in developing regions of the world. As an example of an upper-middle-income country, Armenia has been witnessing considerable progress in the diagnosis and treatment of MM, including but not limited to the establishment of autologous stem cell transplant (ASCT), accessibility to modern anti-myeloma medications, and improved diagnostic and monitoring workup. Despite significant improvements, there is still a need for refinement in the management of MM. The aim of this review article is to discuss the latest developments and the current diagnosis and treatment of MM in Armenia as an example of a resource-limited region.
Collapse
Affiliation(s)
- Artem Oganesyan
- Myeloma Research Group, Hematology Center after Prof. R. Yeolyan, Yerevan, Armenia
| | - Nerses Ghahramanyan
- Myeloma Research Group, Hematology Center after Prof. R. Yeolyan, Yerevan, Armenia
| | - Arsene Mekinian
- French-Armenian Clinical Research Center, National Institute of Health, Yerevan, Armenia; AP-HP, Hôpital Saint Antoine, Service de Médecine Interne et Inflammation-Immunopathology-Biotherapy Department (DMU i3), Sorbonne Université, Paris, France
| | - Nelli Bejanyan
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, Tampa, FL
| | - Dickran Kazandjian
- Myeloma Program, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - Yervand Hakobyan
- Myeloma Research Group, Hematology Center after Prof. R. Yeolyan, Yerevan, Armenia; French-Armenian Clinical Research Center, National Institute of Health, Yerevan, Armenia; Department of Hematology and Transfusion Medicine, National Institute of Health, Yerevan, Armenia.
| |
Collapse
|
38
|
Callera A, Callera F, Brito AA, Oliveira CR, Bachi ALL, Vieira RP. Evaluation of cytokine profile in the different phases of the autologous hematopoietic stem cell transplantation in patients with multiple myeloma. Transpl Immunol 2021; 70:101513. [PMID: 34896201 DOI: 10.1016/j.trim.2021.101513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 12/02/2021] [Accepted: 12/03/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND The autologous hematopoietic stem cell transplantation (ASCT) is of fundamental importance in the treatment of patients with multiple myeloma (MM). Nevertheless, due to its toxicity, it decreases the number of bone marrow cells available, altering the cell interactions and causing an imbalance between pro- and anti-inflammatory cytokines. METHODS Thus, we determined the serum levels of pro- and anti-inflammatory cytokines in samples of patients with MM obtained from the different phases of ASCT. RESULTS In summary, the cytokines levels varied considering the different phases of ASCT. The levels of IL-1ra tend to increase in the post-apheresis period suggesting an anti-inflammatory role induced by the apheresis process. A response characterized by the increase in the concentrations of IL-5 and IL-8 was observed in the post-conditioning bone marrow aplasia phase. The rise in IL-5 levels was not correlated with any clinical or laboratory event in this framework; IL-8 was associated with positive blood cultures and seems to have an effect against microbial agents. The increase in the levels of IL-10 and IL-12 suggests a possible regulatory effect of the inflammatory response in the period of bone marrow recovery and IL-12 seems to be inversely associated with the presence of minimal residual disease. CONCLUSIONS Apheresis process seems to induce an anti-inflammatory response, followed by a pro-inflammatory response and a stimulus for granulocytes differentiation.
Collapse
Affiliation(s)
| | - Fernando Callera
- Centro de Hematologia do Vale, São José dos Campos, São Paulo, SP, Brazil
| | | | - Carlos Rocha Oliveira
- Anhembi Morumbi University, São José dos Campos, SP, Brazil; Post-graduation Program in Biomedical Engineering, Federal University of Sao Paulo, São José dos Campos, SP, Brazil
| | | | - Rodolfo P Vieira
- Department of Pathology, School of Medicine, University of São Paulo, São Paulo, SP, Brazil; Brazilian Institute of Teaching and Research in Pulmonary and Exercise Immunology (IBEPIPE), São José dos Campos, São Paulo, SP, Brazil; Post-graduation Program in Bioengineering, Universidade Brasil, São Paulo, SP, Brazil; Post-graduation Program in Sciences of Human Movement and Rehabilitation, Federal University of Sao Paulo, Santos, SP, Brazil.
| |
Collapse
|
39
|
Clinical implications of loss of bone marrow minimal residual disease negativity in multiple myeloma. Blood Adv 2021; 6:808-817. [PMID: 34807986 PMCID: PMC8945288 DOI: 10.1182/bloodadvances.2021005822] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 10/11/2021] [Indexed: 11/20/2022] Open
Abstract
MRD conversion occurs in 39% of MRD− MM patients and reliably predicts future relapse. MRD conversion within 10 years of diagnosis confers an inferior overall survival and progress-free survival.
Multiple myeloma (MM) patients frequently attain a bone marrow (BM) minimal residual disease (MRD) negativity status in response to treatment. We identified 568 patients who achieved BM MRD negativity following autologous stem cell transplantation (ASCT) and maintenance combination therapy with an immunomodulatory agent and a proteasome inhibitor. BM MRD was evaluated by next-generation flow cytometry (sensitivity of 10−5 cells) at 3- to 6-month intervals. With a median follow-up of 9.9 years from diagnosis (range, 0.4-30.9), 61% of patients maintained MRD negativity, whereas 39% experienced MRD conversion at a median of 6.3 years (range, 1.4-25). The highest risk of MRD conversion occurred within the first 5 years after treatment and was observed more often in patients with abnormal metaphase cytogenetic abnormalities (95% vs 84%; P = .001). MRD conversion was associated with a high risk of relapse and preceded it by a median of 1.0 years (range, 0-4.9). However, 27% of MRD conversion-positive patients had not yet experienced a clinical relapse, with a median follow-up of 9.3 years (range, 2.2-21.2). Landmark analyses using time from ASCT revealed patients with MRD conversion during the first 3 years had an inferior overall and progression-free survival compared with patients with sustained MRD negativity. MRD conversion correctly predicted relapse in 70%, demonstrating the utility of serial BM MRD assessment to complement standard laboratory and imaging to make informed salvage therapy decisions.
Collapse
|
40
|
Minakata D, Fujiwara SI, Murahashi R, Nakashima H, Matsuoka S, Ikeda T, Kawaguchi SI, Toda Y, Ito S, Nagayama T, Mashima K, Umino K, Nakano H, Yamasaki R, Morita K, Ashizawa M, Yamamoto C, Hatano K, Sato K, Ohmine K, Kanda Y. Relationship of tumor load parameters before and after autologous stem cell transplantation with clinical prognosis in transplant-eligible patients with multiple myeloma: A retrospective analysis. Leuk Res 2021; 112:106750. [PMID: 34798568 DOI: 10.1016/j.leukres.2021.106750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 11/02/2021] [Accepted: 11/09/2021] [Indexed: 10/19/2022]
Abstract
We retrospectively examined 57 patients with multiple myeloma who underwent autologous stem cell transplantation (ASCT) at our institution. A receiver-operating characteristic curve (ROC) analysis showed that the reduction rate of quantitative serum monoclonal protein (M-protein) before ASCT and the difference in involved and uninvolved free light chains (dFLC) 30 days after ASCT, respectively, had the greatest predictive value for all patients (area under the curve [AUC] 0.791 and 0.660, respectively). Based on the ROC curve-based cutoff values of tumor burden parameters, progression-free survival (PFS) in the high serum M-protein reduction (≥90 %) group was significantly better than that in the low serum M-protein reduction group (<90 %) (2-year PFS 79.5 % vs. 17.0 %, p < 0.001), but there were no significant differences in PFS between the low (<5.2 mg/L) and high (≥5.2 mg/L) dFLC groups (2-year PFS, 72.0 % vs. 46.0 %; p = 0.149). A multivariate analysis identified the reduction in serum M-protein as an independent predictive factor before ASCT for PFS (hazard ratio [HR] 0.287, p = 0.022) and high dFLC on day 30 after ASCT for PFS (HR 3.902, p = 0.040). These results demonstrate that a good prognosis can be expected with a reduction of serum M-protein before and after ASCT.
Collapse
Affiliation(s)
- Daisuke Minakata
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Shin-Ichiro Fujiwara
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan; Division of Cell Transplantation and Transfusion, Jichi Medical University, Tochigi, Japan
| | - Rui Murahashi
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Hirotomo Nakashima
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Sae Matsuoka
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Takashi Ikeda
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Shin-Ichiro Kawaguchi
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Yumiko Toda
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Shoko Ito
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Takashi Nagayama
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Kiyomi Mashima
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Kento Umino
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Hirofumi Nakano
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Ryoko Yamasaki
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Kaoru Morita
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Masahiro Ashizawa
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Chihiro Yamamoto
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Kaoru Hatano
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Kazuya Sato
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Ken Ohmine
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Yoshinobu Kanda
- Division of Hematology, Department of Medicine, Jichi Medical University, Tochigi, Japan; Division of Hematology, Jichi Medical University Saitama Medical Center, Saitama, Japan.
| |
Collapse
|
41
|
Ding H, Xu J, Lin Z, Huang J, Wang F, Yang Y, Cui Y, Luo H, Gao Y, Zhai X, Pang W, Zhang L, Zheng Y. Minimal residual disease in multiple myeloma: current status. Biomark Res 2021; 9:75. [PMID: 34649622 PMCID: PMC8515655 DOI: 10.1186/s40364-021-00328-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 09/17/2021] [Indexed: 02/08/2023] Open
Abstract
Multiple myeloma (MM) is a treatable plasma cell cancer with no cure. Clinical evidence shows that the status of minimal residual disease (MRD) after treatment is an independent prognostic factor of MM. MRD indicates the depth of post-therapeutic remission. In this review article, we outlined the major clinical trials that have determined the prognostic value of MRD in MM. We also reviewed different methods that were used for MM MRD assessment. Most important, we reviewed our current understanding of MM MRD biology. MRD studies strongly indicate that MRD is not a uniform declination of whole MM tumor population. Rather, MM MRD exhibits unique signatures of cytogenetic aberration and gene expression profiles, unlike those of MM cells before therapy. Diagnostic high-risk MM and low-risk MM exhibited a diversity of MRD features. Clonal evaluation may occur at the MRD stage in MM. The dynamics from the diagnostic MM to MRD correlate with the disease prognosis. Lastly, on the aspect of omics, we performed data-based analysis to address the biological features underlying the course of diagnostic-to-MRD MM. To summarize, the MRD stage of disease represents a critical step in MM pathogenesis and progression. Demonstration of MM MRD biology should help us to deal with the curative difficulties.
Collapse
Affiliation(s)
- Hong Ding
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Juan Xu
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Zhimei Lin
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China.,Department of Hematology, The Affiliated Hospital of Chengdu University, Chengdu, China
| | - Jingcao Huang
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Fangfang Wang
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Yan Yang
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Yushan Cui
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Hongmei Luo
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Yuhan Gao
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Xinyu Zhai
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Weicui Pang
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China
| | - Li Zhang
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China.
| | - Yuhuan Zheng
- Department of Hematology, West China Hospital, and State Key Laboratory of Biotherapy and Cancer Center, Sichuan University, #37 GuoXue Xiang Street, Chengdu, China.
| |
Collapse
|
42
|
Anderson KC, Auclair D, Adam SJ, Agarwal A, Anderson M, Avet-Loiseau H, Bustoros M, Chapman J, Connors DE, Dash A, Di Bacco A, Du L, Facon T, Flores-Montero J, Gay F, Ghobrial IM, Gormley NJ, Gupta I, Higley H, Hillengass J, Kanapuru B, Kazandjian D, Kelloff GJ, Kirsch IR, Kremer B, Landgren O, Lightbody E, Lomas OC, Lonial S, Mateos MV, Montes de Oca R, Mukundan L, Munshi NC, O'Donnell EK, Orfao A, Paiva B, Patel R, Pugh TJ, Ramasamy K, Ray J, Roshal M, Ross JA, Sigman CC, Thoren KL, Trudel S, Ulaner G, Valente N, Weiss BM, Zamagni E, Kumar SK. Minimal Residual Disease in Myeloma: Application for Clinical Care and New Drug Registration. Clin Cancer Res 2021; 27:5195-5212. [PMID: 34321279 PMCID: PMC9662886 DOI: 10.1158/1078-0432.ccr-21-1059] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 06/01/2021] [Accepted: 07/23/2021] [Indexed: 01/07/2023]
Abstract
The development of novel agents has transformed the treatment paradigm for multiple myeloma, with minimal residual disease (MRD) negativity now achievable across the entire disease spectrum. Bone marrow-based technologies to assess MRD, including approaches using next-generation flow and next-generation sequencing, have provided real-time clinical tools for the sensitive detection and monitoring of MRD in patients with multiple myeloma. Complementary liquid biopsy-based assays are now quickly progressing with some, such as mass spectrometry methods, being very close to clinical use, while others utilizing nucleic acid-based technologies are still developing and will prove important to further our understanding of the biology of MRD. On the regulatory front, multiple retrospective individual patient and clinical trial level meta-analyses have already shown and will continue to assess the potential of MRD as a surrogate for patient outcome. Given all this progress, it is not surprising that a number of clinicians are now considering using MRD to inform real-world clinical care of patients across the spectrum from smoldering myeloma to relapsed refractory multiple myeloma, with each disease setting presenting key challenges and questions that will need to be addressed through clinical trials. The pace of advances in targeted and immune therapies in multiple myeloma is unprecedented, and novel MRD-driven biomarker strategies are essential to accelerate innovative clinical trials leading to regulatory approval of novel treatments and continued improvement in patient outcomes.
Collapse
Affiliation(s)
- Kenneth C. Anderson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Daniel Auclair
- Multiple Myeloma Research Foundation, Norwalk, Connecticut.,Corresponding Author: Daniel Auclair, Research, Multiple Myeloma Research Foundation, 383 Main Street, Norwalk, CT, 06851. E-mail:
| | - Stacey J. Adam
- Foundation for the National Institutes of Health, North Bethesda, Maryland
| | - Amit Agarwal
- US Medical Oncology, Bristol-Myers Squibb, Summit, New Jersey
| | | | - Hervé Avet-Loiseau
- Laboratoire d'Hématologie, Pôle Biologie, Institut Universitaire du Cancer de Toulouse-Oncopole, Toulouse, France
| | - Mark Bustoros
- Division of Hematology and Medical Oncology, Cornell University/New York Presbyterian Hospital, New York, New York
| | | | - Dana E. Connors
- Foundation for the National Institutes of Health, North Bethesda, Maryland
| | - Ajeeta Dash
- Takeda Pharmaceuticals, Cambridge, Massachusetts
| | | | - Ling Du
- GlaxoSmithKline, Collegeville, Pennsylvania
| | - Thierry Facon
- Department of Hematology, Lille University Hospital, Lille, France
| | - Juan Flores-Montero
- Cancer Research Center (IBMCC-CSIC/USAL-IBSAL); Cytometry Service (NUCLEUS) and Department of Medicine, University of Salamanca, Salamanca, Spain
| | - Francesca Gay
- Myeloma Unit, Division of Hematology, Azienda Ospedaliero Università Città della Salute e della Scienza, Torino, Italy
| | - Irene M. Ghobrial
- Preventative Cancer Therapies, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Nicole J. Gormley
- Division of Hematologic Malignancies 2, Office of Oncologic Disease, Center for Drug Evaluation and Research, FDA, Silver Spring, Maryland
| | - Ira Gupta
- GlaxoSmithKline, Collegeville, Pennsylvania
| | | | - Jens Hillengass
- Division of Hematology and Oncology, Roswell Park Cancer Institute, Buffalo, New York
| | - Bindu Kanapuru
- Division of Hematologic Malignancies 2, Office of Oncologic Disease, Center for Drug Evaluation and Research, FDA, Silver Spring, Maryland
| | - Dickran Kazandjian
- Myeloma Program, Sylvester Comprehensive Cancer Center, University of Miami, Miami, Florida
| | - Gary J. Kelloff
- Division of Cancer Treatment and Diagnosis, NCI, NIH, Rockville, Maryland
| | - Ilan R. Kirsch
- Translational Medicine, Adaptive Biotechnologies, Seattle, Washington
| | | | - Ola Landgren
- Myeloma Program, Sylvester Comprehensive Cancer Center, University of Miami, Miami, Florida
| | - Elizabeth Lightbody
- Preventative Cancer Therapies, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Oliver C. Lomas
- Preventative Cancer Therapies, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Sagar Lonial
- Department of Hematology and Medical Oncology at Emory University School of Medicine, Atlanta, Georgia
| | | | | | | | - Nikhil C. Munshi
- Jerome Lipper Multiple Myeloma Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | | | - Alberto Orfao
- Cancer Research Center (IBMCC-CSIC/USAL-IBSAL); Cytometry Service (NUCLEUS) and Department of Medicine, University of Salamanca, Salamanca, Spain
| | - Bruno Paiva
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), Instituto de Investigacion Sanitaria de Navarra (IDISNA), Pamplona, Spain
| | - Reshma Patel
- Janssen Research & Development, Spring House, Pennsylvania
| | - Trevor J. Pugh
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Karthik Ramasamy
- Cancer and Haematology Centre, Oxford University Hospitals, Oxford, United Kingdom
| | - Jill Ray
- BioOncology, Genentech Inc., South San Francisco, California
| | - Mikhail Roshal
- Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jeremy A. Ross
- Precision Medicine, Oncology, AbbVie, Inc., North Chicago, Illinois
| | | | | | - Suzanne Trudel
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | | | - Nancy Valente
- BioOncology, Genentech Inc., South San Francisco, California
| | | | - Elena Zamagni
- Seragnoli Institute of Hematology, Bologna University School of Medicine, Bologna, Italy
| | - Shaji K. Kumar
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| |
Collapse
|
43
|
Bergin K, Wellard C, Augustson B, Cooke R, Blacklock H, Harrison SJ, Ho J, King T, Quach H, Mollee P, Walker P, Moore E, McQuilten Z, Wood E, Spencer A. Real-world utilisation of ASCT in multiple myeloma (MM): a report from the Australian and New Zealand myeloma and related diseases registry (MRDR). Bone Marrow Transplant 2021; 56:2533-2543. [PMID: 34011965 DOI: 10.1038/s41409-021-01308-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 03/29/2021] [Accepted: 04/12/2021] [Indexed: 12/22/2022]
Abstract
Supported by clinical trial proven survival benefit, clinical guidelines recommend upfront autologous stem cell transplantation (ASCT) for eligible MM patients. However, reported real-world utilisation is lower than expected (40-60%). We reviewed ASCT utilisation, demographics and outcomes for MM patients (≤70 years, ≥12-month follow-up) enroled onto the Australian/New Zealand MRDR from June 2012 to May 2020. In 982 patients (<65 years: 684, 65-70 years: 298), ASCT utilisation was 76% overall (<65 years: 83%, 65-70 years: 61%, front-line therapy: 67%). Non-ASCT recipients were older (median age: 65 years vs 60 years, p < 0.001), had more comorbidities (cardiac disease: 16.9% vs 5.4%, p < 0.001; diabetes: 19.1% vs 7.0%, p < 0.001; renal dysfunction: median eGFR(ml/min): 68 vs 80, p < 0.001), inferior performance status (ECOG ≥ 2: 26% vs 13%, p < 0.001) and higher-risk MM (ISS-3: 37% vs 26%, p = 0.009, R-ISS-3 18.6% vs 11.8%, p = 0.051) than ASCT recipients. ASCT survival benefit (median progression-free survival (PFS): 45.3 months vs 35.2 months, p < 0.001; overall survival (OS): NR vs 64.0 months, p < 0.001) was maintained irrespective of age (<65 years: median PFS: 45.3 months vs 37.7 months, p = 0.04, OS: NR vs 68.2 months, p = 0.002; 65-70 years: median PFS: 46.7 months vs 29.2 months, p < 0.001, OS: 76.9 months vs 55.6 months, p = 0.005). This large, real-world cohort reaffirms ASCT survival benefit, including in 'older' patients necessitating well-designed studies evaluating ASCT in 'older' MM to inform evidence-based patient selection.
Collapse
Affiliation(s)
- Krystal Bergin
- Alfred Health-Monash University, Melbourne, VIC, Australia
| | - Cameron Wellard
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | | | | | | | - Simon J Harrison
- Peter MacCallum Cancer Centre/Royal Melbourne Hospital, Melbourne, VIC, Australia
- Sir Peter MacCallum Dept of Oncology, Melbourne University, Melbourne, VIC, Australia
| | - Joy Ho
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Tracy King
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Hang Quach
- St.Vincent's Hospital, Melbourne, VIC, Australia
| | - Peter Mollee
- Princess Alexandra Hospital and University of Queensland, Brisbane, QLD, Australia
| | | | - Elizabeth Moore
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Zoe McQuilten
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Erica Wood
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Andrew Spencer
- Alfred Health-Monash University, Melbourne, VIC, Australia.
| |
Collapse
|
44
|
Liquid biopsy: an evolving paradigm for the biological characterisation of plasma cell disorders. Leukemia 2021; 35:2771-2783. [PMID: 34262132 DOI: 10.1038/s41375-021-01339-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 05/14/2021] [Accepted: 06/25/2021] [Indexed: 02/06/2023]
Abstract
Liquid biopsies-a source of circulating cell-free nucleic acids, proteins and extracellular vesicles-are currently being explored for the quantitative and qualitative characterisation of the tumour genome and as a mode of non-invasive therapeutic monitoring in cancer. Emerging data suggest that liquid biopsies might offer a potentially simple, non-invasive, repeatable strategy for diagnosis, prognostication and therapeutic decision making in a genetically heterogeneous disease like multiple myeloma (MM), with particular applicability in subsets of patients where conventional markers of disease burden may be less informative. In this review, we describe the emerging utility of the evaluation of circulating tumour DNA, extracellular RNA, cell-free proteins and metabolites and extracellular vesicles in MM.
Collapse
|
45
|
Abstract
ABSTRACT Minimal residual disease (MRD) techniques are essential to identify the small clonal fraction within and outside the bone marrow. In the last years, evidence regarding their prognostic role for the evaluation of the depth of response of current treatment strategies has grown rapidly. Consequently, MRD was incorporated in an increasing number of clinical trials for multiple myeloma patients, also as primary endpoint, and even to guide therapeutic choices. A robust correlation between MRD negativity and survival was established. Yet, several issues regarding MRD evaluation remain to be addressed: from the optimal and more cost-effective techniques for its assessment and its harmonization worldwide to its use in clinical practice to its impact on treatment modulation. This review focuses on the available evidence supporting the use of MRD status for the management of multiple myeloma patients and on open issues that still need an answer.
Collapse
|
46
|
Multiparametric Flow Cytometry for MRD Monitoring in Hematologic Malignancies: Clinical Applications and New Challenges. Cancers (Basel) 2021; 13:cancers13184582. [PMID: 34572809 PMCID: PMC8470441 DOI: 10.3390/cancers13184582] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 09/05/2021] [Accepted: 09/08/2021] [Indexed: 02/06/2023] Open
Abstract
Simple Summary In hematologic cancers, Minimal Residual Disease (MRD) monitoring, using either molecular (PCR) or immunophenotypic (MFC) diagnostics, allows the identification of rare cancer cells, readily detectable either in the bone marrow or in the peripheral blood at very low levels, far below the limit of classic microscopy. In this paper, we outlined the state-of-the-art of MFC-based MRD detection in different hematologic settings, highlighting main recommendations and new challenges for using such method in patients with acute leukemias or chronic hematologic neoplasms. The combination of new molecular technologies with advanced flow cytometry is progressively allowing clinicians to design a personalized therapeutic path, proportionate to the biological aggressiveness of the disease, in particular by using novel immunotherapies, in view of a modern decision-making process, based on precision medicine. Abstract Along with the evolution of immunophenotypic and molecular diagnostics, the assessment of Minimal Residual Disease (MRD) has progressively become a keystone in the clinical management of hematologic malignancies, enabling valuable post-therapy risk stratifications and guiding risk-adapted therapeutic approaches. However, specific prognostic values of MRD in different hematological settings, as well as its appropriate clinical uses (basically, when to measure it and how to deal with different MRD levels), still need further investigations, aiming to improve standardization and harmonization of MRD monitoring protocols and MRD-driven therapeutic strategies. Currently, MRD measurement in hematological neoplasms with bone marrow involvement is based on advanced highly sensitive methods, able to detect either specific genetic abnormalities (by PCR-based techniques and next-generation sequencing) or tumor-associated immunophenotypic profiles (by multiparametric flow cytometry, MFC). In this review, we focus on the growing clinical role for MFC-MRD diagnostics in hematological malignancies—from acute myeloid and lymphoblastic leukemias (AML, B-ALL and T-ALL) to chronic lymphocytic leukemia (CLL) and multiple myeloma (MM)—providing a comparative overview on technical aspects, clinical implications, advantages and pitfalls of MFC-MRD monitoring in different clinical settings.
Collapse
|
47
|
Kahn M. Taking the road less traveled - the therapeutic potential of CBP/β-catenin antagonists. Expert Opin Ther Targets 2021; 25:701-719. [PMID: 34633266 PMCID: PMC8745629 DOI: 10.1080/14728222.2021.1992386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 10/08/2021] [Indexed: 10/20/2022]
Abstract
AREAS COVERED This perspective discusses the challenges of targeting the Wnt signaling cascade, the safety, efficacy, and therapeutic potential of specific CBP/β-catenin antagonists and a rationale for the pleiotropic effects of CBP/β-catenin antagonists beyond Wnt signaling. EXPERT OPINION CBP/β-catenin antagonists can correct lineage infidelity, enhance wound healing, both normal and aberrant (e.g. fibrosis) and force the differentiation and lineage commitment of stem cells and cancer stem cells by regulating enhancer and super-enhancer coactivator occupancy. Small molecule CBP/β-catenin antagonists rebalance the equilibrium between CBP/β-catenin versus p300/β-catenin dependent transcription and may be able to treat or prevent many diseases of aging, via maintenance of our somatic stem cell pool, and regulating mitochondrial function and metabolism involved in differentiation and immune cell function.
Collapse
Affiliation(s)
- Michael Kahn
- Department of Molecular Medicine, City of Hope, Beckman Research Institute, 1500 East Duarte Road Flower Building, Duarte, CA, USA
| |
Collapse
|
48
|
Bravo-Pérez C, Sola M, Teruel-Montoya R, García-Malo MD, Ortuño FJ, Vicente V, de Arriba F, Jerez A. Minimal Residual Disease in Multiple Myeloma: Something Old, Something New. Cancers (Basel) 2021; 13:4332. [PMID: 34503142 PMCID: PMC8430644 DOI: 10.3390/cancers13174332] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 08/20/2021] [Accepted: 08/23/2021] [Indexed: 12/13/2022] Open
Abstract
The game-changing outcome effect, due to the generalized use of novel agents in MM, has cre-ated a paradigm shift. Achieving frequent deep responses has placed MM among those neoplasms where the rationale for assessing MRD is fulfilled. However, its implementation in MM has raised specific questions: how might we weight standard measures against deep MRD in the emerging CAR-T setting? Which high sensitivity method to choose? Are current response criteria still useful? In this work, we address lessons learned from the use of MRD in other neoplasms, the steps followed for the harmonization of current methods for comprehensively measuring MRD, and the challenges that new therapies and concepts pose in the MM clinical field.
Collapse
Affiliation(s)
- Carlos Bravo-Pérez
- Hematology and Medical Oncology Department, University Hospital Morales Meseguer, IMIB, 30003 Murcia, Spain; (C.B.-P.); (M.S.); (M.D.G.-M.); (F.J.O.); (V.V.); (F.d.A.); (A.J.)
| | - María Sola
- Hematology and Medical Oncology Department, University Hospital Morales Meseguer, IMIB, 30003 Murcia, Spain; (C.B.-P.); (M.S.); (M.D.G.-M.); (F.J.O.); (V.V.); (F.d.A.); (A.J.)
| | - Raúl Teruel-Montoya
- Hematology and Medical Oncology Department, University Hospital Morales Meseguer, IMIB, 30003 Murcia, Spain; (C.B.-P.); (M.S.); (M.D.G.-M.); (F.J.O.); (V.V.); (F.d.A.); (A.J.)
- CB15/00055-CIBERER, 30003 Murcia, Spain
| | - María Dolores García-Malo
- Hematology and Medical Oncology Department, University Hospital Morales Meseguer, IMIB, 30003 Murcia, Spain; (C.B.-P.); (M.S.); (M.D.G.-M.); (F.J.O.); (V.V.); (F.d.A.); (A.J.)
| | - Francisco José Ortuño
- Hematology and Medical Oncology Department, University Hospital Morales Meseguer, IMIB, 30003 Murcia, Spain; (C.B.-P.); (M.S.); (M.D.G.-M.); (F.J.O.); (V.V.); (F.d.A.); (A.J.)
| | - Vicente Vicente
- Hematology and Medical Oncology Department, University Hospital Morales Meseguer, IMIB, 30003 Murcia, Spain; (C.B.-P.); (M.S.); (M.D.G.-M.); (F.J.O.); (V.V.); (F.d.A.); (A.J.)
- CB15/00055-CIBERER, 30003 Murcia, Spain
| | - Felipe de Arriba
- Hematology and Medical Oncology Department, University Hospital Morales Meseguer, IMIB, 30003 Murcia, Spain; (C.B.-P.); (M.S.); (M.D.G.-M.); (F.J.O.); (V.V.); (F.d.A.); (A.J.)
| | - Andrés Jerez
- Hematology and Medical Oncology Department, University Hospital Morales Meseguer, IMIB, 30003 Murcia, Spain; (C.B.-P.); (M.S.); (M.D.G.-M.); (F.J.O.); (V.V.); (F.d.A.); (A.J.)
- CB15/00055-CIBERER, 30003 Murcia, Spain
| |
Collapse
|
49
|
Sato K, Okazuka K, Ishida T, Sakamoto J, Kaneko S, Nashimoto J, Uto Y, Ogura M, Yoshiki Y, Abe Y, Maeda A, Hamazaki H, Tsukada N, Hiragohri Y, Suzuki K. Minimal residual disease detection in multiple myeloma: comparison between BML single-tube 10-color multiparameter flow cytometry and EuroFlow multiparameter flow cytometry. Ann Hematol 2021; 100:2989-2995. [PMID: 34430990 DOI: 10.1007/s00277-021-04634-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 07/29/2021] [Indexed: 11/29/2022]
Abstract
Minimal residual disease (MRD)-negative status in multiple myeloma (MM) is associated with favorable outcomes. Although EuroFlow next-generation flow (NGF) is a global standard for MRD detection, its operating cost is high. Therefore, it is desirable to develop a less expensive method with equivalent sensitivity to that of EuroFlow-NGF. In this study, we compared the analytical ability of our BML 10-color multiparameter flow cytometry (MFC) to that of EuroFlow-NGF. Bone marrow samples collected from 51 patients with MM were subjected to MRD detection using BML 10-color-MFC and EuroFlow-NGF. Our antibody panel consisted of CD38 multiepitope, CD138, CD45, CD56, CD19, CD27, CD81, CD117, cytoplasmic immunoglobulin (cIg) κ, and cIgλ in a single tube. The median percentages of total plasma cells, as per 10-color-MFC and EuroFlow-NGF, were 0.2148% and 0.2200%, respectively, with a good correlation between the methods (r = 0.950). The median percentages of myeloma cells determined via 10-color-MFC and EuroFlow-NGF were 0.0012% and 0.0007%, respectively, with a strong correlation (r = 0.954). Our 10-color-MFC demonstrated high sensitivity to detect MRD; the results showed a good correlation with those obtained using EuroFlow-NGF. Therefore, our cost-effective single-tube MFC (approximately 100 USD/sample) is a promising alternative method for the detection of MRD in patients with MM.
Collapse
Affiliation(s)
- Kota Sato
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan.
| | - Kiyoshi Okazuka
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan
| | - Tadao Ishida
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan
| | - Jun Sakamoto
- Cellular Immunology Section, BML Incorporation, Tokyo, Japan
| | - Shigeto Kaneko
- Cellular Immunology Section, BML Incorporation, Tokyo, Japan
| | - Junichiro Nashimoto
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan
| | - Yui Uto
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan
| | - Mizuki Ogura
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan
| | - Yumiko Yoshiki
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan
| | - Yu Abe
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan
| | - Aki Maeda
- Cellular Immunology Section, BML Incorporation, Tokyo, Japan
| | | | - Nobuhiro Tsukada
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan
| | - Yuji Hiragohri
- Cellular Immunology Section, BML Incorporation, Tokyo, Japan
| | - Kenshi Suzuki
- Department of Hematology, Japanese Red Cross Medical Center, 4-1-22 Hiroo, Shibuya-ku, Tokyo, Japan
| |
Collapse
|
50
|
Ng DP. Flow cytometric myeloma measurable residual disease testing in the era of targeted therapies. Int J Lab Hematol 2021; 43 Suppl 1:71-77. [PMID: 34288444 DOI: 10.1111/ijlh.13587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 04/22/2021] [Accepted: 04/27/2021] [Indexed: 11/30/2022]
Abstract
Therapies in myeloma are rapidly advancing with a host of new targeted therapies coming to market. While these drugs offer significant survival benefits and better side-effect profiles compared with conventional chemotherapeutics, they raise significant difficulties in monitoring post-therapy disease status by flow cytometry due to assay interference and/or selection of phenotypically different sub-clones. The principal culprit, anti-CD38 monoclonal antibodies, limits the ability to detect plasma cells based on classical CD38/CD45 gating. Other markers, such as CD138, are known to be suboptimal by flow cytometry. Various techniques have been proposed to overcome this problem. The most promising of these techniques has been the marker VS38c, a monoclonal antibody targeting an endoplasmic reticulum protein which has shown high sensitivity for plasma cells. Alternative techniques for gating plasma cells, while variably effective in the near term are already the subject of several targeted therapies rendering their usefulness limited in the longer term. Likewise, future targets of these therapies may render present aberrancy markers ineffective in MRD testing. These therapies pose challenges that must be overcome with new markers and novel panels in order for flow cytometric MRD testing to remain relevant.
Collapse
Affiliation(s)
- David P Ng
- University of Utah, Salt Lake City, UT, USA
| |
Collapse
|