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Cholujova D, Koklesova L, Lukacova Bujnakova Z, Dutkova E, Valuskova Z, Beblava P, Matisova A, Sedlak J, Jakubikova J. In vitro and ex vivo anti-myeloma effects of nanocomposite As 4S 4/ZnS/Fe 3O 4. Sci Rep 2022; 12:17961. [PMID: 36289430 PMCID: PMC9606304 DOI: 10.1038/s41598-022-22672-5] [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: 08/03/2022] [Accepted: 10/18/2022] [Indexed: 02/06/2023] Open
Abstract
Nanoparticles in medicine can integrate actively targeted imaging agents and drug delivery vehicles, and combining multiple types of therapeutics in a single particle has numerous advantages, especially in multiple myeloma. MM is an incurable hematological disorder characterized by clonal proliferation of plasma cells in the bone marrow. In this study, we evaluated the anti-myeloma activity of 3 nanocomposites (3NPs): As4S4/ZnS/Fe3O4 (1:4:1), As4S4/ZnS/Fe3O4 with folic acid (FA), and As4S4/ZnS/Fe3O4 with FA and albumin with reduced survival MM cell lines and primary MM samples by each of 3NP. Cytotoxic effects of 3NPs were associated with caspase- and mitochondria-dependent apoptosis induction and reduced c-Myc expression. Modulation of cell cycle regulators, such as p-ATM/ATM and p-ATR/ATR, and increases in p-Chk2, cyclin B1, and histones were accompanied by G2/M arrest triggered by 3NPs. In addition, 3NPs activated several myeloma-related signaling, including JNK1/2/3, ERK1/2 and mTOR. To overcome BM microenvironment-mediated drug resistance, nanocomposites retained its anti-MM activity in the presence of stroma. 3NPs significantly decreased the stem cell-like side population in MM cells, even in the context of stroma. We observed strong synergistic effects of 3NPs combined with lenalidomide, pomalidomide, or melphalan, suggesting the potential of these combinations for future clinical studies.
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Affiliation(s)
- Danka Cholujova
- grid.420087.90000 0001 2106 1943Department of Tumor Immunology, Biomedical Research Center, Cancer Research Institute, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava, 84505 Slovakia ,grid.419303.c0000 0001 2180 9405Centre for Advanced Materials Application, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava, 84511 Slovakia
| | - Lenka Koklesova
- grid.420087.90000 0001 2106 1943Department of Tumor Immunology, Biomedical Research Center, Cancer Research Institute, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava, 84505 Slovakia ,grid.7634.60000000109409708Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, 03601 Slovakia
| | - Zdenka Lukacova Bujnakova
- grid.419303.c0000 0001 2180 9405Department of Mechanochemistry, Institute of Geotechnics, Slovak Academy of Sciences, Watsonova 45, Košice, 04001 Slovakia
| | - Erika Dutkova
- grid.419303.c0000 0001 2180 9405Department of Mechanochemistry, Institute of Geotechnics, Slovak Academy of Sciences, Watsonova 45, Košice, 04001 Slovakia
| | - Zuzana Valuskova
- grid.420087.90000 0001 2106 1943Department of Tumor Immunology, Biomedical Research Center, Cancer Research Institute, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava, 84505 Slovakia
| | - Patricia Beblava
- grid.420087.90000 0001 2106 1943Department of Tumor Immunology, Biomedical Research Center, Cancer Research Institute, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava, 84505 Slovakia
| | - Anna Matisova
- grid.420087.90000 0001 2106 1943Department of Tumor Immunology, Biomedical Research Center, Cancer Research Institute, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava, 84505 Slovakia
| | - Jan Sedlak
- grid.420087.90000 0001 2106 1943Department of Tumor Immunology, Biomedical Research Center, Cancer Research Institute, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava, 84505 Slovakia
| | - Jana Jakubikova
- grid.420087.90000 0001 2106 1943Department of Tumor Immunology, Biomedical Research Center, Cancer Research Institute, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava, 84505 Slovakia ,grid.419303.c0000 0001 2180 9405Centre for Advanced Materials Application, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava, 84511 Slovakia
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2
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Lecouvet FE, Vekemans MC, Van Den Berghe T, Verstraete K, Kirchgesner T, Acid S, Malghem J, Wuts J, Hillengass J, Vandecaveye V, Jamar F, Gheysens O, Vande Berg BC. Imaging of treatment response and minimal residual disease in multiple myeloma: state of the art WB-MRI and PET/CT. Skeletal Radiol 2022; 51:59-80. [PMID: 34363522 PMCID: PMC8626399 DOI: 10.1007/s00256-021-03841-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 05/28/2021] [Accepted: 06/06/2021] [Indexed: 02/02/2023]
Abstract
Bone imaging has been intimately associated with the diagnosis and staging of multiple myeloma (MM) for more than 5 decades, as the presence of bone lesions indicates advanced disease and dictates treatment initiation. The methods used have been evolving, and the historical radiographic skeletal survey has been replaced by whole body CT, whole body MRI (WB-MRI) and [18F]FDG-PET/CT for the detection of bone marrow lesions and less frequent extramedullary plasmacytomas.Beyond diagnosis, imaging methods are expected to provide the clinician with evaluation of the response to treatment. Imaging techniques are consistently challenged as treatments become more and more efficient, inducing profound response, with more subtle residual disease. WB-MRI and FDG-PET/CT are the methods of choice to address these challenges, being able to assess disease progression or response and to detect "minimal" residual disease, providing key prognostic information and guiding necessary change of treatment.This paper provides an up-to-date overview of the WB-MRI and PET/CT techniques, their observations in responsive and progressive disease and their role and limitations in capturing minimal residual disease. It reviews trials assessing these techniques for response evaluation, points out the limited comparisons between both methods and highlights their complementarity with most recent molecular methods (next-generation flow cytometry, next-generation sequencing) to detect minimal residual disease. It underlines the important role of PET/MRI technology as a research tool to compare the effectiveness and complementarity of both methods to address the key clinical questions.
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Affiliation(s)
- Frederic E. Lecouvet
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
| | - Marie-Christiane Vekemans
- Haematology Unit, Cliniques Universitaires Saint-Luc, Institut de Recherche Expérimentale et Clinique (IREC), 1200 Brussels, Belgium
| | - Thomas Van Den Berghe
- Radiology Department, Universiteit Ghent, Sint-Pietersnieuwstraat 33, 9000 Gent, Belgium
| | - Koenraad Verstraete
- Radiology Department, Universiteit Ghent, Sint-Pietersnieuwstraat 33, 9000 Gent, Belgium
| | - Thomas Kirchgesner
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
| | - Souad Acid
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
| | - Jacques Malghem
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
| | - Joris Wuts
- Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel, Avenue du Laerbeek 101, 1090 Jette, Belgium
| | - Jens Hillengass
- Departement of Medicine, Myeloma Unit, Park Comprehensive Cancer Center, Buffalo, NY USA
| | - Vincent Vandecaveye
- Radiology Department, Katholieke Univesiteit Leuven, Oude Markt, 13, 3000 Leuven, Belgium
| | - François Jamar
- Nuclear Medicine Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, 1200 Brussels, Belgium
| | - Olivier Gheysens
- Nuclear Medicine Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, 1200 Brussels, Belgium
| | - Bruno C. Vande Berg
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
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3
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Zhang WT, Zhang GX, Gao SS. The Potential Diagnostic Accuracy of Let-7 Family for Cancer: A Meta-Analysis. Technol Cancer Res Treat 2021; 20:15330338211033061. [PMID: 34259101 PMCID: PMC8283215 DOI: 10.1177/15330338211033061] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Background: Cancer is a global public health problem affecting human health. Early stage of cancer diagnosis, when it is not too large and has not spread is important for successful treatment. Many researchers have proposed that the let-7 microRNA family can be used as a biomarker for cancer diagnosis. The aim of this meta-analysis is to evaluate whether let-7 family can be used as a diagnostic tool for cancer patients. Methods: We conducted a comprehensive literature search on PubMed, EMBASE, Web of Science, Cochrane Library, Google Scholar, China National Knowledge Infrastructure (CNKI) and Wanfang database, updated to October 23, 2020. A random effects model was used to pool the sensitivity and specificity. Besides, we measured the diagnostic value using positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR) and area under the curve (AUC) were pooled. In addition, meta-regression and subgroup analysis were performed to explore the possible sources of heterogeneity, and Deeks’ funnel chart was used to assess whether there was publication bias. Results: 31 studies from 15 articles were included in the current meta-analysis. The overall sensitivity, specificity, PLR, NLR, DOR and AUC were 0.80 (95% CI: 0.75-0.85), 0.81 (95% CI: 0.74-0.86), 4.2 (95% CI: 2.9-5.9), 0.24 (95% CI: 0.19-0.32), 17 (95% CI: 10-29) and 0.87 (95% CI: 0.84-0.90), respectively. Subgroup analysis shows that the let-7 family cluster of serum type showed a better diagnostic accuracy of cancer, especially the breast cancer. Although there is no publication bias, it still has some limitations. Conclusions: let-7 family can be considered as a promising non-invasive diagnostic biomarker for cancer.
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Affiliation(s)
- Wen-Ting Zhang
- Xi'an Daxing Hospital, Xi'an, Shaanxi, China.,International Doctoral School, University of Seville, Seville, Spain
| | - Guo-Xun Zhang
- International Doctoral School, University of Seville, Seville, Spain
| | - Shuai-Shuai Gao
- Xi'an Daxing Hospital, Xi'an, Shaanxi, China.,International Doctoral School, University of Seville, Seville, Spain
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4
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Zamagni E, Tacchetti P, Barbato S, Cavo M. Role of Imaging in the Evaluation of Minimal Residual Disease in Multiple Myeloma Patients. J Clin Med 2020; 9:jcm9113519. [PMID: 33142671 PMCID: PMC7692446 DOI: 10.3390/jcm9113519] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 10/28/2020] [Accepted: 10/29/2020] [Indexed: 01/13/2023] Open
Abstract
The International Myeloma Working Group (IMWG) recently introduced the evaluation of minimal residual disease (MRD) within the multiple myeloma (MM) response criteria, and MRD negativity assessed inside and outside the bone marrow is currently considered the most powerful predictor of favorable long-term outcomes. However, MRD evaluation has thus far relied on flow-cytometry or molecular-based methods, despite the limitations associated with the patchy infiltration of bone marrow (BM) plasma cells and the presence of extra-medullary (EMD). On the contrary, imaging-based sensitive response assessment through the use of functional rather than morphological whole-body (WB) imaging techniques, such as positron emission tomography with computed tomography (PET/CT) and magnetic resonance imaging (MRI), likely is a promising strategy to overcome these limitations in evaluating response to therapy and in the assessment of the MRD status in MM patients. However, despite the significant advances in the development and availability of novel functional imaging techniques for MRD evaluation, a worldwide standardization of imaging criteria for acquisition, interpretation, and reporting is yet to be determined and will be object of future investigations.
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Affiliation(s)
- Elena Zamagni
- Correspondence: ; Tel.: +39-051-2143831; Fax: +39-051-6364037
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5
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Oliva S, D'Agostino M, Boccadoro M, Larocca A. Clinical Applications and Future Directions of Minimal Residual Disease Testing in Multiple Myeloma. Front Oncol 2020; 10:1. [PMID: 32076595 PMCID: PMC7006453 DOI: 10.3389/fonc.2020.00001] [Citation(s) in RCA: 112] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 01/02/2020] [Indexed: 12/20/2022] Open
Abstract
In the last years, the life expectancy of multiple myeloma (MM) patients has substantially improved thanks to the availability of many new drugs. Our ability to induce deep responses has improved as well, and the treatment goal in patients tolerating treatment moved from the delay of progression to the induction of the deepest possible response. As a result of these advances, a great scientific effort has been made to redefine response monitoring, resulting in the development and validation of high-sensitivity techniques to detect minimal residual disease (MRD). In 2016, the International Myeloma Working Group (IMWG) updated MM response categories defining MRD-negative responses both in the bone marrow (assessed by next-generation flow cytometry or next-generation sequencing) and outside the bone marrow. MRD is an important factor independently predicting prognosis during MM treatment. Moreover, using novel combination therapies, MRD-negative status can be achieved in a fairly high percentage of patients. However, many questions regarding the clinical use of MRD status remain unanswered. MRD monitoring can guide treatment intensity, although well-designed clinical trials are needed to demonstrate this potential. This mini-review will focus on currently available techniques and data on MRD testing and their potential future applications.
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Affiliation(s)
- Stefania Oliva
- Myeloma Unit, Division of Hematology, University of Torino, Azienda Ospedaliero-Universitaria Cittá Della Salute e Della Scienza di Torino, Turin, Italy
| | - Mattia D'Agostino
- Myeloma Unit, Division of Hematology, University of Torino, Azienda Ospedaliero-Universitaria Cittá Della Salute e Della Scienza di Torino, Turin, Italy
| | - Mario Boccadoro
- Myeloma Unit, Division of Hematology, University of Torino, Azienda Ospedaliero-Universitaria Cittá Della Salute e Della Scienza di Torino, Turin, Italy
| | - Alessandra Larocca
- Myeloma Unit, Division of Hematology, University of Torino, Azienda Ospedaliero-Universitaria Cittá Della Salute e Della Scienza di Torino, Turin, Italy
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6
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Rustad EH, Boyle EM. Monitoring minimal residual disease in the bone marrow using next generation sequencing. Best Pract Res Clin Haematol 2020; 33:101149. [PMID: 32139014 DOI: 10.1016/j.beha.2020.101149] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Revised: 01/10/2020] [Accepted: 01/13/2020] [Indexed: 12/25/2022]
Abstract
Achieving minimal residual disease (MRD) negativity in the bone marrow is one of the strongest prognostic factors in multiple myeloma. Consequently, MRD testing is routinely performed in clinical trials and moving towards standard of care. This review focuses on the role of next generation sequencing (NGS) of tumor-specific immunoglobulin V(D)J sequences for MRD tracking. The immunoglobulin variable regions are ideal targets for tracking, because every tumor cell shares an identical gene sequence, which is stable over time and generally distinct from the immunoglobulin sequences of normal B-cells. Several excellent assays for NGS-based MRD testing are available, both commercial and community-based, including one that is FDA-approved. These assays can achieve the gold standard analytical sensitivity of one tumor cell per million (10-6), requiring a minimum input of 3 million bone marrow cells. On-going clinical trials will outline how MRD testing should be used to inform dynamic risk-adopted therapy.
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Affiliation(s)
- Even H Rustad
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Eileen M Boyle
- Myeloma Research Program, NYU Langone Perlmutter Cancer Center, NYC, NY, 10016, USA
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7
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Jamet B, Bailly C, Carlier T, Touzeau C, Nanni C, Zamagni E, Barré L, Michaud AV, Chérel M, Moreau P, Bodet-Milin C, Kraeber-Bodéré F. Interest of Pet Imaging in Multiple Myeloma. Front Med (Lausanne) 2019; 6:69. [PMID: 31024917 PMCID: PMC6465522 DOI: 10.3389/fmed.2019.00069] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 03/20/2019] [Indexed: 12/15/2022] Open
Abstract
The interest of 18Fluoro-deoxyglucose (FDG) positron emission tomography (PET) imaging in the management of patients with multiple myeloma (MM) for the workup at diagnosis and for therapeutic evaluation has recently been demonstrated. FDG-PET is a powerful imaging tool for bone lesions detection at initial diagnosis with high sensitivity and specificity values. The independent pejorative prognostic value on progression-free survival (PFS) and overall survival (OS) of baseline PET-derived parameters (presence of extra-medullary disease (EMD), number of focal bone lesions (FLs), and maximum standardized uptake values [SUVmax]) has been reported in several large independent prospective studies. During therapeutic evaluation, FDG-PET is considered as the reference imaging technique, because it can be performed much earlier than MRI which lacks specificity. Persistence of significant FDG uptake after treatment, notably before maintenance therapy, is an independent pejorative prognostic factor, especially for patients with a complete biological response. So FDG-PET and medullary flow cytometry are complementary tools for detection of minimal residual disease before maintenance therapy. However, the definition of PET metabolic complete response should be standardized. In patients with smoldering multiple myeloma, the presence of at least one hyper-metabolic lytic lesions on FDG-PET may be considered as a criterion for initiating therapy. FDG-PET is also indicated for initial staging of a solitary plasmacytoma so as to not disregard other bone or extra-medullary localizations. Development of nuclear medicine offer new perspectives for MM imaging. Recent PET tracers are willing to overcome limitations of FDG. (11)C-Methionine, which uptake reflects the increased protein synthesis of malignant cells seems to correlate well with bone marrow infiltration. Lipid tracers, such as Choline or acetate, and some peptide tracers, such as (68) Ga-Pentixafor, that targets CXCR4 (chemokine receptor-4, which is often expressed with high density by myeloma cells), are other promising PET ligands. 18F-fludarabine and immuno-PET targeting CD138 and CD38 also showed promising results in preclinical models.
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Affiliation(s)
- Bastien Jamet
- Nuclear Medicine Unit, University Hospital, Nantes, France
| | - Clément Bailly
- Nuclear Medicine Unit, University Hospital, Nantes, France.,CRCINA, INSERM, CNRS, Nantes University, Nantes, France
| | - Thomas Carlier
- Nuclear Medicine Unit, University Hospital, Nantes, France.,CRCINA, INSERM, CNRS, Nantes University, Nantes, France
| | - Cyrille Touzeau
- CRCINA, INSERM, CNRS, Nantes University, Nantes, France.,Haematology Department, University Hospital, Nantes, France
| | - Cristina Nanni
- Nuclear Medicine, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Elena Zamagni
- Seràgnoli Institute of Hematology, Bologna University School of Medicine, Bologna, Italy
| | | | | | - Michel Chérel
- CRCINA, INSERM, CNRS, Nantes University, Nantes, France
| | - Philippe Moreau
- CRCINA, INSERM, CNRS, Nantes University, Nantes, France.,Haematology Department, University Hospital, Nantes, France
| | - Caroline Bodet-Milin
- Nuclear Medicine Unit, University Hospital, Nantes, France.,CRCINA, INSERM, CNRS, Nantes University, Nantes, France
| | - Françoise Kraeber-Bodéré
- Nuclear Medicine Unit, University Hospital, Nantes, France.,CRCINA, INSERM, CNRS, Nantes University, Nantes, France.,Nuclear Medicine Unit, ICO-Gauducheau, Nantes-Saint-Herblain, France
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8
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Barwick T, Bretsztajn L, Wallitt K, Amiras D, Rockall A, Messiou C. Imaging in myeloma with focus on advanced imaging techniques. Br J Radiol 2019; 92:20180768. [PMID: 30604631 DOI: 10.1259/bjr.20180768] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
In recent years, there have been major advances in the imaging of myeloma with whole body MRI incorporating diffusion-weighted imaging, emerging as the most sensitive modality. Imaging is now a key component in the work-up of patients with a suspected diagnosis of myeloma. The International Myeloma Working Group now specifies that more than one focal lesion on MRI or lytic lesion on whole body low-dose CT or fludeoxyglucose (FDG) PET/CT fulfil the criteria for bone damage requiring therapy. The recent National Institute for Health and Care Excellence myeloma guidelines recommend imaging in all patients with suspected myeloma. In addition, there is emerging data supporting the use of functional imaging techniques (WB-DW MRI and FDG PET/CT) to predict outcome and evaluate response to therapy. This review summarises the imaging modalities used in myeloma, the latest guidelines relevant to imaging and future directions.
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Affiliation(s)
- Tara Barwick
- 1 Imperial College Healthcare NHS Trust , London , UK.,2 Department of Surgery and Cancer, Imperial College London , London , UK
| | | | | | | | - Andrea Rockall
- 1 Imperial College Healthcare NHS Trust , London , UK.,2 Department of Surgery and Cancer, Imperial College London , London , UK.,3 The Royal Marsden Hospital NHS Foundation Trust , London , UK
| | - Christina Messiou
- 3 The Royal Marsden Hospital NHS Foundation Trust , London , UK.,4 The Institute of Cancer Research , London , UK
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9
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Abstract
Bone disease is the most frequent feature of multiple myeloma (MM) and represents a marker of end-organ damage; it is used to establish the diagnosis and to dictate the immediate need for therapy. For this reason, imaging plays a significant role in the management of MM patients. Although conventional radiography has traditionally been the standard imaging modality, its low sensitivity in detecting osteolytic lesions and inability to evaluate response to therapy has called for the use of more sophisticated techniques, such as whole-body low-dose computed tomography (WBLDCT), whole-body magnetic resonance imaging, and 18F-fluorodeoxyglucose-positron emission tomography/computed tomography (PET/CT). In this review, the advantages, indications of use, and applications of the 3 techniques in the management of patients with MM in different settings will be discussed. The European Myeloma Network and the European Society for Medical Oncology guidelines have recommended WBLDCT as the imaging modality of choice for the initial assessment of MM-related lytic bone lesions. Magnetic resonance imaging is the gold-standard imaging modality for detection of bone marrow involvement, whereas PET/CT provides valuable prognostic data and is the preferred technique for assessment of response to therapy. Standardization of most of the techniques is ongoing.
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10
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Rasche L, Alapat D, Kumar M, Gershner G, McDonald J, Wardell CP, Samant R, Van Hemert R, Epstein J, Williams AF, Thanendrarajan S, Schinke C, Bauer M, Ashby C, Tytarenko RG, van Rhee F, Walker BA, Zangari M, Barlogie B, Davies FE, Morgan GJ, Weinhold N. Combination of flow cytometry and functional imaging for monitoring of residual disease in myeloma. Leukemia 2018; 33:1713-1722. [PMID: 30573775 PMCID: PMC6586541 DOI: 10.1038/s41375-018-0329-0] [Citation(s) in RCA: 96] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Revised: 09/24/2018] [Accepted: 10/10/2018] [Indexed: 02/08/2023]
Abstract
The iliac crest is the sampling site for minimal residual disease (MRD) monitoring in multiple myeloma (MM). However, the disease distribution is often heterogeneous, and imaging can be used to complement MRD detection at a single site. We have investigated patients in complete remission (CR) during first-line or salvage therapy for whom MRD flow cytometry and the two imaging modalities positron emission tomography (PET) and diffusion-weighted magnetic resonance imaging (DW-MRI) were performed at the onset of CR. Residual focal lesions (FLs), detectable in 24% of first-line patients, were associated with short progression-free survival (PFS), with DW-MRI detecting disease in more patients. In some patients, FLs were only PET positive, indicating that the two approaches are complementary. Combining MRD and imaging improved prediction of outcome, with double-negative and double-positive features defining groups with excellent and dismal PFS, respectively. FLs were a rare event (12%) in first-line MRD-negative CR patients. In contrast, patients achieving an MRD-negative CR during salvage therapy frequently had FLs (50%). Multi-region sequencing and imaging in an MRD-negative patient showed persistence of spatially separated clones. In conclusion, we show that DW-MRI is a promising tool for monitoring residual disease that complements PET and should be combined with MRD.
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Affiliation(s)
- L Rasche
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA.,Department of Internal Medicine 2, University Hospital of Würzburg, Würzburg, Germany
| | - D Alapat
- Pathology Department, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - M Kumar
- Radiology Department, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - G Gershner
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - J McDonald
- Radiology Department, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - C P Wardell
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - R Samant
- Radiology Department, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - R Van Hemert
- Radiology Department, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - J Epstein
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - A F Williams
- Pathology Department, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - S Thanendrarajan
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - C Schinke
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - M Bauer
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - C Ashby
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - R G Tytarenko
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - F van Rhee
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - B A Walker
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - M Zangari
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - B Barlogie
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - F E Davies
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - G J Morgan
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - N Weinhold
- Myeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
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11
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Landgren O, Rustad EH. Meeting report: Advances in minimal residual disease testing in multiple myeloma 2018. ACTA ACUST UNITED AC 2018. [DOI: 10.1002/acg2.26] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Ola Landgren
- Myeloma Service; Department of Medicine; Memorial Sloan Kettering Cancer Center; New York New York
| | - Even H. Rustad
- Myeloma Service; Department of Medicine; Memorial Sloan Kettering Cancer Center; New York New York
- Department of Clinical and Molecular Medicine; Norwegian University of Science and Technology, NTNU; Trondheim Norway
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Landgren O. MRD Testing in Multiple Myeloma: From a Surrogate Marker of Clinical Outcomes to an Every-Day Clinical Tool. Semin Hematol 2018; 55:1-3. [PMID: 29759146 DOI: 10.1053/j.seminhematol.2018.03.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2018] [Accepted: 03/11/2018] [Indexed: 01/23/2023]
Abstract
Minimal residual disease (MRD) testing in multiple myeloma is here to stay. Studies show that MRD negativity is consistently associated with longer progression-free survival (PFS). It is just a matter of time until MRD negativity will become a regulatory endpoint for drug approval. Until that can happen, more analysis will be required to define the exact details of MRD in the regulatory setting. For example, for randomized studies there is need to define the amount of improvement in MRD negativity between the experimental arm and the control arm at a given time-point for a drug to obtain regulatory accelerated approval. Such efforts are underway. For the multiple myeloma field as a whole, important tasks for the (near) coming future are as follows: (1) to conduct or finalize the expanded analysis to define the exact details of MRD in the regulatory setting, (2) to develop new and better MRD assays-both more sensitive MRD assays for bone marrow aspirates and nonbone marrow aspirate-based assays (eg, blood-based and imaging-based MRD assays), and (3) to design novel clinical studies to formally assess the effect of MRD negativity in clinical decision making. The aim with this issue of the Journal is to provide a deep and comprehensive summary of the latest MRD knowledge in the field, and to outline future directions.
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Affiliation(s)
- Ola Landgren
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY.
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Hansford BG, Silbermann R. Advanced Imaging of Multiple Myeloma Bone Disease. Front Endocrinol (Lausanne) 2018; 9:436. [PMID: 30131767 PMCID: PMC6090033 DOI: 10.3389/fendo.2018.00436] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Accepted: 07/16/2018] [Indexed: 12/13/2022] Open
Abstract
Multiple myeloma (MM), a malignancy of mature plasma cells, is the second most common hematologic malignancy and the most frequent cancer to involve the skeleton (1, 2). Bone disease in MM patients is characterized by lytic bone lesions that can result in pathologic fractures and severe pain. While recent advances in MM therapy have significantly increased the median survival of newly diagnosed patients (3), skeletal lesions and their sequelae continue to be a major source of patient morbidity and mortality and bone pain is the most frequent presenting symptom of MM patients (4). Rapid improvements in imaging technology now allow physicians to identify ever smaller skeletal and bone marrow abnormalities, however the clinical value of subtle radiographic findings is not always clear. This review summarizes currently available technologies for assessing MM bone disease and provides guidance for how to choose between imaging modalities.
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Affiliation(s)
- Barry G. Hansford
- Department of Diagnostic Radiology, Oregon Health and Sciences University, Portland, OR, United States
| | - Rebecca Silbermann
- Division of Hematology and Medical Oncology, Oregon Health and Sciences University, Knight Cancer Institute, Portland, OR, United States
- *Correspondence: Rebecca Silbermann
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