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Neelsen C, Sachpekidis C, John L, Neher P, Mai E, Grözinger M, Paech D, Dimitrakopoulou-Strauss A, Kurz FT, Sauer S, Raab MS, Schlemmer HP, Wennmann M, Weinhold N. Splenic T2 signal intensity loss on MRI is associated with disease burden in multiple myeloma. Eur Radiol 2025; 35:3576-3586. [PMID: 39604650 PMCID: PMC12081551 DOI: 10.1007/s00330-024-11191-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 08/29/2024] [Accepted: 10/07/2024] [Indexed: 11/29/2024]
Abstract
OBJECTIVES This study aims to evaluate correlations between spleen signal changes in different MRI sequences and bone marrow plasma cell infiltration as potential indicator of disease burden in multiple myeloma (MM) patients. MATERIALS AND METHODS We retrospectively analyzed 45 patients with newly diagnosed MM that underwent whole-body MRI with axial DWI at b-values 50 (b50) and 800 (b800), and coronal T1 and T2 fast spin-echo (T2-TSE) imaging. A subcohort of 39 patients had concomitant [18F]FDG PET/CT. The spleen was segmented in all MRI sequences and signal intensities were normalized. MR signal intensities and ADC values were correlated with bone marrow plasma cell infiltration from biopsy, laboratory markers (Beta 2-microglobulin, M-Protein, Red blood count (RBC), Hemoglobin, Hematocrit, Total protein, Creatinine), clinical data (ISS stages, high-risk chromosomal aberrations), and standardized uptake value (SUV) in the spleen as well as spleen-to-liver and spleen-to-blood pool SUV ratios on [18F]FDG PET-CT. RESULTS Bone marrow plasma cell infiltration was negatively correlated with (normalized) mean splenic signal intensity on DWI-b50, DWI-b800, and T2-TSE images (r = -0.64, p < 0.001, r = -0.58, p < 0.001, and r = -0.66, p < 0.001, respectively) while there was no correlation with the apparent diffusion coefficient or spleen size (p = 0.52). In the subgroup analysis of 39 patients with concomitant [18F]FDG PET-CT, there was no correlation of normalized splenic [18F]FDG uptake either with MR spleen signal (for T2 p = 0.64) or with bone marrow plasma cell infiltration (p = 0.37). CONCLUSIONS Our findings reveal a significant association between spleen signal intensity especially on normalized T2-weighted images and tumor burden. KEY POINTS Question What changes occur in spleen signal on MRI as tumor load marker changes in multiple myeloma (MM)? Findings Spleen signal intensity, particularly on T2-weighted MRI, negatively correlates with bone marrow plasma cell infiltration and laboratory markers of tumor burden. Clinical relevance Standardized quantification of splenic T2 signal is proposed as a new marker for MM disease burden.
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Affiliation(s)
- Christian Neelsen
- German Cancer Research Center, Division of Radiology, Heidelberg, Germany.
| | - Christos Sachpekidis
- German Cancer Research Center, Clinical Cooperation Unit Nuclear Medicine, Heidelberg, Germany
| | - Lukas John
- Department of Medicine V, Multiple Myeloma Section, University Hospital Heidelberg, Heidelberg, Germany
| | - Peter Neher
- Medical Image Computing, German Cancer Research Center, Heidelberg, Germany
| | - Elias Mai
- Department of Medicine V, Multiple Myeloma Section, University Hospital Heidelberg, Heidelberg, Germany
| | - Martin Grözinger
- German Cancer Research Center, Division of Radiology, Heidelberg, Germany
| | - Daniel Paech
- German Cancer Research Center, Division of Radiology, Heidelberg, Germany
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, US
| | | | - Felix T Kurz
- German Cancer Research Center, Division of Radiology, Heidelberg, Germany
| | - Sandra Sauer
- Department of Medicine V, Multiple Myeloma Section, University Hospital Heidelberg, Heidelberg, Germany
| | - Marc S Raab
- Department of Medicine V, Multiple Myeloma Section, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Markus Wennmann
- German Cancer Research Center, Division of Radiology, Heidelberg, Germany
| | - Niels Weinhold
- Department of Medicine V, Multiple Myeloma Section, University Hospital Heidelberg, Heidelberg, Germany
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Wang W, Huang M, Tian R, Shen G. Head-to-Head Comparison of 68Ga-PentixaFor PET/CT and FDG PET/CT for Detecting Hematologic and Solid Cancers: A Systematic Review and Meta-Analysis. AJR Am J Roentgenol 2025. [PMID: 40366789 DOI: 10.2214/ajr.25.32708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2025]
Abstract
Background: Numerous studies have shown superiority of PET/CT using the chemokine-targeted tracer 68Ga-PentixaFor over FDG PECT/CT in oncologic evaluation, although outcomes have varied across tumor types. Objective: This study aimed to conduct a head-to-head comparison of 68Ga-PentixaFor PET/CT and FDG PET/CT for detecting hematologic malignancies and solid tumors. Evidence Acquisition: PubMed and Embase databases were searched through March 4, 2024 for studies reporting a head-to-head comparison of the detection performance of 68Ga-PentixaFor PET/CT and FDG PET/CT in patients with cancer. Data were extracted from studies on a patient basis for each test in terms of detection rate, SUVmax, and target-to-background ratio (TBR). The two tests were compared separately for hematologic malignancies and solid tumors. Evidence Synthesis: The meta-analysis included 28 studies (15 of hematologic malignancies, 13 of solid cancers), with a total of 493 patients who underwent both tests. For hematologic malignancies, 68Ga-PentixaFor PET/CT, compared with FDG PET/CT, showed significantly higher detection rate overall (relative risk [RR]=1.19, p<.001) and for bone marrow involvement (RR=1.69, p<.001) but no significant difference for extramedullary involvement (RR=1.10, p=.88); 68Ga-PentixaFor PET/CT, compared with FDG PET/CT, showed significantly higher SUVmax overall (mean difference [MD]=2.26, p<.001) for bone marrow involvement (MD=4.75, p<.001), and for extramedullary involvement (MD=5.88, p<.001), as well as significantly higher TBR (MD=1.28, p=.03). For solid tumors, 68Ga-PentixaFor PET/CT, compared with FDG PET/CT, showed significantly lower detection rate overall (RR=0.73, p=.005), but no significant difference for primary lesions (RR=0.83, p=.11), lymph node metastases (RR=0.86, p=.035), or distant metastases (RR=0.64, p=.13); 68Ga-PentixaFor PET/CT, compared with FDG PET/CT, showed significantly lower SUVmax (MD=-8.79, p<.001) and TBR (MD=-3.35, p<.001). Conclusion: In head-to-head comparison, 68Ga-PentixaFor PET/CT outperformed FDG PET/CT in hematologic malignancies, whereas FDG PET/CT outperformed 68Ga-PentixaFor PET/CT in solid tumors. Clinical Impact: The findings can help guide the selection of optimal imaging strategies in patients with cancer.
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Affiliation(s)
- Weichen Wang
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Mingxing Huang
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Rong Tian
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Guohua Shen
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, China
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Dingli S, Rothweiler P, Binder M, Cook J, Gertz MA, Hayman S, Kapoor P, Kourelis T, Kumar SK, Siddiqui M, Warsame R, Lin Y, Erdman AG, Dingli D. The ratio of brain to liver glucose activity and disease activity in multiple myeloma. Blood Cancer J 2025; 15:90. [PMID: 40335455 PMCID: PMC12059036 DOI: 10.1038/s41408-025-01280-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Revised: 03/17/2025] [Accepted: 04/02/2025] [Indexed: 05/09/2025] Open
Abstract
Changes in metabolic activity in tumor cells is one of the hallmarks of cancer. Cancer cells exhibit the Warburg effect with high glucose consumption for their energy needs. This provides the basis for imaging using 18F-2-deoxy-D-glucose for positron emission tomography to assess tumor burden and response to therapy. We postulated that metabolically active tumors may compete with the brain for glucose uptake and evaluated glucose uptake in the brain and liver in patients with multiple myeloma in various states of response and relapse. The ratio of brain to liver glucose activity (B2LR) mirrors disease activity in myeloma, predicts the presence of extramedullary disease and is also predictive of a short response to chimeric antigen receptor T cell therapy. Patients with a low B2LR also have an inferior survival compared to patients with persistently higher B2LR values. Our simple metabolic ratio has prognostic implications in myeloma and other tumors.
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Affiliation(s)
- Sarah Dingli
- Earl E. Bakken Medical Devices Center, Department of Mechanical Engineering, College of Science and Engineering, University of Minnesota, Twin Cities, MN, USA
| | - Paul Rothweiler
- Earl E. Bakken Medical Devices Center, Department of Mechanical Engineering, College of Science and Engineering, University of Minnesota, Twin Cities, MN, USA
| | - Moritz Binder
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Joselle Cook
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Morie A Gertz
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Suzanne Hayman
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Prashant Kapoor
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Taxiarchis Kourelis
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Shaji K Kumar
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Mustaqeem Siddiqui
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Rahma Warsame
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Yi Lin
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Arthur G Erdman
- Earl E. Bakken Medical Devices Center, Department of Mechanical Engineering, College of Science and Engineering, University of Minnesota, Twin Cities, MN, USA
| | - David Dingli
- Division of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.
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Sachpekidis C, Goldschmidt H, Edenbrandt L, Dimitrakopoulou-Strauss A. Radiomics and Artificial Intelligence Landscape for [ 18F]FDG PET/CT in Multiple Myeloma. Semin Nucl Med 2025; 55:387-395. [PMID: 39674756 DOI: 10.1053/j.semnuclmed.2024.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Accepted: 11/22/2024] [Indexed: 12/16/2024]
Abstract
[18F]FDG PET/CT is a powerful imaging modality of high performance in multiple myeloma (MM) and is considered the appropriate method for assessing treatment response in this disease. On the other hand, due to the heterogeneous and sometimes complex patterns of bone marrow infiltration in MM, the interpretation of PET/CT can be particularly challenging, hampering interobserver reproducibility and limiting the diagnostic and prognostic ability of the modality. Although many approaches have been developed to address the issue of standardization, none can yet be considered a standard method for interpretation or objective quantification of PET/CT. Therefore, advanced diagnostic quantification approaches are needed to support and potentially guide the management of MM. In recent years, radiomics has emerged as an innovative method for high-throughput mining of image-derived features for clinical decision making, which may be particularly helpful in oncology. In addition, machine learning and deep learning, both subfields of artificial intelligence (AI) closely related to the radiomics process, have been increasingly applied to automated image analysis, offering new possibilities for a standardized evaluation of imaging modalities such as CT, PET/CT and MRI in oncology. In line with this, the initial but steadily growing literature on the application of radiomics and AI-based methods in the field of [18F]FDG PET/CT in MM has already yielded encouraging results, offering a potentially reliable tool towards optimization and standardization of interpretation in this disease. The main results of these studies are presented in this review.
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Affiliation(s)
- Christos Sachpekidis
- Clinical Cooperation Unit Nuclear Medicine, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Hartmut Goldschmidt
- Internal Medicine V, Hematology, Oncology and Rheumatology, German-Speaking Myeloma Multicenter Group (GMMG), Heidelberg University Hospital, Heidelberg, Germany
| | - Lars Edenbrandt
- Department of Clinical Physiology, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden; Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Paiva B, Shi Q, Puig N, Cedena MT, Orfao A, Durie BGM, Munshi NC, San-Miguel J. Opportunities and challenges for MRD assessment in the clinical management of multiple myeloma. Nat Rev Clin Oncol 2025:10.1038/s41571-025-01017-x. [PMID: 40195455 DOI: 10.1038/s41571-025-01017-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/19/2025] [Indexed: 04/09/2025]
Abstract
Measurable residual disease (MRD) assessment is, from the methodological point of view, ready for prime time in multiple myeloma (MM). Abundant evidence underscores the value of MRD status determined using highly sensitive next-generation flow cytometry and next-generation sequencing tests in evaluating response to treatment and, therefore, prognosis in patients with this disease. MRD response assessment and monitoring might present a range of opportunities for individualized patient management. Moreover, the considerable amounts of high-quality and standardized MRD data generated in clinical trials have led to the acceptance of MRD negativity as an early end point for accelerated regulatory approval of treatments for MM. The data leave no doubt that the efficacy of new regimens in inducing deeper and durable MRD-negative responses is connected with prolonged survival. Yet, several evidential, technical and practical challenges continue to limit the implementation of MRD-guided treatment strategies in routine practice, and the use of MRD as a surrogate end point remains controversial to some. In this Review, we draw on past and present research to propose opportunities for overcoming some of these challenges, and to accelerate the use of MRD assessment for improved clinical management of patients with MM.
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Affiliation(s)
- Bruno Paiva
- Cima Universidad de Navarra, Instituto de Investigación Sanitaria de Navarra (IDISNA), CIBER-ONC number CB16/12/00369, Cancer Center Clínica Universidad de Navarra, Pamplona, Spain.
| | - Qian Shi
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Noemi Puig
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Centro de Investigación del Cancer (IBMCC, USAL-CSIC), CIBER-ONC number CB16/12/00233, Hospital Universitario de Salamanca, Salamanca, Spain
| | - Maria-Teresa Cedena
- Instituto de Investigación imas12, CIBER-ONC number CB16/12/00369, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Alberto Orfao
- Department of Medicine and Cytometry Service, Centro de Investigación del Cancer (IBMCC, USAL-CSIC), CIBER-ONC number CB16/12/00400, University of Salamanca, Salamanca, Spain
| | - Brian G M Durie
- Division of Hematology/Oncology, Cedars-Sinai Outpatient Cancer Center, Los Angeles, CA, USA
| | - Nikhil C Munshi
- Basic and Correlative Science, Jerome Lipper Myeloma Center, Dana-Farber Cancer Institute, Harvard Medical School, VA Boston Healthcare System, Boston, MA, USA
| | - Jesús San-Miguel
- Cima Universidad de Navarra, Instituto de Investigación Sanitaria de Navarra (IDISNA), CIBER-ONC number CB16/12/00369, Cancer Center Clínica Universidad de Navarra, Pamplona, Spain
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Zhang M, Cai T, Jin S, Huang X, Gao Y, Chen X, Ouyang W, Tao Y, Liu Y, Wang Y, Meng H, Li J, Lin X, Shi K, Wang J, Ding X, Mi JQ, Li B. Prognostic value of [ 18F]fluorodeoxyglucose-PET/MRI(CT) novel interpretation criteria (IMPeTUs) in multiple myeloma. Eur J Nucl Med Mol Imaging 2025:10.1007/s00259-025-07219-w. [PMID: 40175849 DOI: 10.1007/s00259-025-07219-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Accepted: 03/13/2025] [Indexed: 04/04/2025]
Abstract
PURPOSE [18F]fluorodeoxyglucose (FDG)-PET is a powerful tool to evaluate prognosis in multiple myeloma (MM). The development of systematic and reproducible standard interpretation criteria is crucial for the effective application of FDG-PET in MM. A new set of criteria-Italian Myeloma criteria for PET Use (IMPeTUs)-has standardized PET evaluation in MM. However, the prognostic value of IMPeTUs score remains unknown. METHODS A total of 58 patients with newly diagnosed multiple myeloma (NDMM) who underwent both [18F]FDG-PET/MRI and PET/CT examinations at diagnosis were enrolled (ChiCTR1900022597). All patients completed a 42-month follow-up. The prognostic value of the PET/MRI (or PET/CT) IMPeTUs score in predicting progression-free (PFS) and overall (OS) survival was compared with that of individual laboratory parameters and the maximum standardized uptake value (SUVmax). Kaplan-Meier method was used for survival analysis. Univariate and multivariate analyses of prognostic factors were conducted using Cox regression. RESULTS ROC curves demonstrated that the area under the curve for the PET/MRI IMPeTUs score was 0.760, exceeding that of the PET/CT IMPeTUs score (0.711), PET/CT BM SUVmax (0.649), PET/MRI BM SUVmax (0.575), bone marrow plasma cells (0.500), and β2-microglobulin (0.501). Univariate analysis and Kaplan-Meier analysis showed that a PET/MRI IMPeTUs score ≥ 13 and PET/CT IMPeTUs score ≥ 10 were significantly associated with worse PFS. Cox multivariate analysis showed that a PET/MRI IMPeTUs score ≥ 13 was an independent risk factor for PFS. CONCLUSION IMPeTUs standardized [18F]FDG-PET/MRI and PET/CT readings in MM. The IMPeTUs score is crucial for predicting MM prognosis, performing better than SUVmax and clinical indicators. CLINICAL TRIAL REGISTRATION ChiCTR1900022597, Registered on 18 April 2019.
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Affiliation(s)
- Miao Zhang
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China
| | - Tangjia Cai
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China
| | - Shiwei Jin
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Xinyun Huang
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China
| | - Yuting Gao
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China
| | - Xiaoyue Chen
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China
| | - Wanyan Ouyang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Yi Tao
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Yuanfang Liu
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Yan Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Hongping Meng
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China
| | - Jian Li
- Clinical Research Center, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China
| | - Xiaozhu Lin
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China
| | - Kuangyu Shi
- Department of Nuclear Medicine, University of Bern, Bern, Switzerland
| | - Jin Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Xiaoyi Ding
- Department of Interventional Radiology, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China.
| | - Jian-Qing Mi
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
| | - Biao Li
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200025, China.
- Institute for Medical Imaging Technology, Shanghai, 200025, China.
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Talarico M, Barbato S, Cattabriga A, Sacchetti I, Manzato E, Restuccia R, Masci S, Bigi F, Puppi M, Iezza M, Rizzello I, Mancuso K, Pantani L, Tacchetti P, Nanni C, Cavo M, Zamagni E. Diagnostic Innovations: Advances in imaging techniques for diagnosis and follow-up of multiple myeloma. J Bone Oncol 2025; 51:100669. [PMID: 40124904 PMCID: PMC11930372 DOI: 10.1016/j.jbo.2025.100669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Revised: 02/18/2025] [Accepted: 02/19/2025] [Indexed: 03/25/2025] Open
Abstract
Introduction The International Myeloma Working Group (IMWG) defines myeloma related bone disease (MBD) as a diagnostic criterion for symptomatic multiple myeloma (MM) as the presence of osteolytic lesions ≥ 5 mm or more than one focal lesion (FL) ≥ 5 mm by magnetic resonance imaging (MRI). Whole-body low-dose CT (WBLDCT) is recommended as the first-choice imaging technique for the diagnosis of MBD with 18F-fluorodeoxyglucose-positron emission tomography/CT (18F-FDG-PET/CT) being considered a possible alternative at staging, whereas use of MRI studies is recommended in cases without myeloma-defining events (MDEs) in order to exclude the presence of FLs. Furthermore, use of 18F-FDG-PET/CT is recommended in response assessment, to be integrated with hematologic response and bone marrow minimal residual disease (MRD). Areas covered In this paper, we review novel functional imaging techniques in MM, particularly focusing on their advantages, limits, applications and comparisons with 18F-FDG-PET/CT or other standardized imaging techniques. Conclusions Combining both morphological and functional imaging, 18F-FDG-PET/CT is currently considered a standard imaging technique in MM for staging (despite false positive or negative results) and response assessment. The introduction of novel functional imaging techniques, as whole-body diffusion-weighted magnetic resonance imaging (WB-DWI-MRI), or novel PET tracers might be useful in overcoming these limits. Future studies will give more information on the complementarity of these imaging techniques or whether one of them might become a new gold standard in MM.
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Affiliation(s)
- M. Talarico
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - S. Barbato
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - A. Cattabriga
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
- Department of Radiology, IRCCS Azienda Ospedaliero Universitaria di Bologna 40138 Bologna, Italy
| | - I. Sacchetti
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - E. Manzato
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - R. Restuccia
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - S. Masci
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - F. Bigi
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - M. Puppi
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - M. Iezza
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - I. Rizzello
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - K. Mancuso
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - L. Pantani
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
| | - P. Tacchetti
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
| | - C. Nanni
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - M. Cavo
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - E. Zamagni
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli”, Bologna, Italy
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
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Wurtz PJ, McGovern K, Shah J, Stoll KE, Moore D. Aggressive Extramedullary Multiple Myeloma Presenting as Small Bowel Obstruction. J Hematol 2025; 14:86-93. [PMID: 40336918 PMCID: PMC12056742 DOI: 10.14740/jh2031] [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: 01/16/2025] [Accepted: 02/12/2025] [Indexed: 05/09/2025] Open
Abstract
De novo extramedullary multiple myeloma (EMM) is a rare subset of multiple myeloma (MM) defined by the presence of clonal plasma cells (PC) outside of the bone marrow. It is associated with refractory disease and adverse outcomes. Even in EMM, plasmacytomas within the duodenum, jejunum, and ileum are uncommon, with fewer than 70 cases reported in the literature. Here, we present a particularly aggressive case of EMM resulting in a small bowel obstruction secondary to an intraluminal plasmacytoma while on myeloma-directed therapy. The patient underwent surgical resection with anastomosis and was transitioned to more definitive cytotoxic chemotherapy followed by autologous stem cell rescue. This case highlights challenges in the management of EMM over standard MM and argues that dedicated clinical trials for patients with aggressive EMM are warranted to further understand the unique pathophysiology and improve overall survival.
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Affiliation(s)
- Paul J. Wurtz
- Department of Internal Medicine, Brooke Army Medical Center, Fort Sam Houston, TX 78234, USA
| | - Kevin McGovern
- Department of General Surgery, Brooke Army Medical Center, Fort Sam Houston, TX 78234, USA
| | - Jamie Shah
- Department of Pathology, Brooke Army Medical Center, Fort Sam Houston, TX 78234, USA
| | - Kristin E. Stoll
- Department of Hematology and Oncology, Brooke Army Medical Center, Fort Sam Houston, TX 78234, USA
| | - Devin Moore
- Department of Internal Medicine, Brooke Army Medical Center, Fort Sam Houston, TX 78234, USA
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9
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Nault JC, Boubaya M, Wartski M, Dohan A, Pol S, Pop G, Soussan M, Sutter O, Costentin C, Roux J, Sengel C, Lequoy M, Montravers F, Menu Y, Pageaux GP, Goulart DM, Guiu B, Luciani A, Nahon P, Dioguardi Burgio M, Wagner M, Maksud P, Mulé S, Allaire M, Sidali S, Coilly A, Besson FL, Lewin M, Regnault H, Hollande C, Amaddeo G, Ronot M, Ganne-Carrié N, Itti E, Bloch-Queyrat C, Levy V, Lebtahi R, Chalaye J, Bouattour M. [ 18F]fluorodeoxyglucose and [ 18F]fluorocholine PET-CT for staging optimisation and treatment modification in hepatocellular carcinoma (PET-HCC01): a prospective multicentre study. Lancet Gastroenterol Hepatol 2025; 10:306-314. [PMID: 39987937 DOI: 10.1016/s2468-1253(25)00011-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Revised: 01/11/2025] [Accepted: 01/13/2025] [Indexed: 02/25/2025]
Abstract
BACKGROUND The role of PET-CT with [18F]fluorodeoxyglucose ([18F]FDG) and [18F]fluorocholine ([18F]FCH) in staging hepatocellular carcinoma and treatment decisions has, to our knowledge, never been prospectively assessed. METHODS We conducted a multicentre prospective study (PET-HCC01) in nine hospitals in France, including patients aged 18 years or older with a first diagnosis of hepatocellular carcinoma classified as Barcelona Clinic Liver Cancer (BCLC) classification A to C (without metastasis). At study inclusion, patients underwent contrast-enhanced liver MRI and liver, chest, and pelvis CT scans. Patients subsequently underwent [18F]FCH and [18F]FDG PET-CT. A first tumour staging and treatment decision was recorded by the multidisciplinary tumour board at each centre using morphological imaging, blind to the results of the PET-CTs. After the results of the PET-CTs were revealed, a second tumour staging and treatment decision was recorded. The primary endpoint was the proportion of patients whose treatment was modified by PET-CTs. Analyses were done in the intention-to-image population, consisting of all patients who had undergone at least one PET-CT and were discussed by the multidisciplinary tumour board. This study was registered with ClinicalTrials.gov, NCT04391348. FINDINGS Between July 20, 2020, and April 27, 2023, 230 patients were enrolled. Among the 215 patients included in the intention-to-image population, the median age was 66·0 years (IQR 60·0-71·5), 193 (90%) were male, and 155 (73%) had cirrhosis. Hepatocellular carcinoma was classified as BCLC stage A in 140 (65%) patients, B in 48 (22%), and C without metastasis in 27 (13%) on the basis of morphological imaging. Potential new lesions were identified in 19 (9%) patients by PET-CT (eight by both tracers, six by [18F]FCH only, and five by [18F]FDG only) and in six of these patients, follow-up confirmed the diagnosis of hepatocellular carcinoma (one lesion in the adrenal gland, two in bones, two in the lymph node, and one intrahepatic). PET-CT modified BCLC stage in ten patients: disease stage for two patients moved from BCLC A to B, from BCLC A to C for two patients, from BCLC B to C for two patients, and from BCLC C without metastasis to BCLC C with metastasis for four patients. Planned treatment was modified for four patients (2% [95% CI 1-5]), below the prespecified threshold of clinical significance (10%). INTERPRETATION [18F]FDG and [18F]FCH-PET-CTs should not be systematically performed for staging a first diagnosis of hepatocellular carcinoma, as they modified treatment decisions only in a minority of patients. FUNDING Programme Hospitalier de Recherche Clinique Inter-regional-PHRC-I2018 (Ministère de la Santé).
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Affiliation(s)
- Jean-Charles Nault
- Service d'Hépatologie, Hôpital Avicenne, Bobigny, France; Unité de Formation et de Recherche Santé Médecine et Biologie Humaine, Université Paris 13, Communauté d'Universités et Etablissements Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Sorbonne Université, INSERM, Université de Paris, Functional Genomics of Solid Tumors, Paris, France.
| | | | - Myriam Wartski
- Department of Nuclear Medicine, Hôpital Cochin, AP-HP, Paris, France
| | - Anthony Dohan
- Department of Radiology, Hôpital Cochin, AP-HP, Paris, France; Université Paris Cité, Faculté de Médecine, Paris, France
| | - Stanislas Pol
- Centre Université Paris Centre, Groupe Hospitalier Cochin Port Royal, AP-HP, DMU Cancérologie et spécialités médico-chirurgicales, Service des Maladies du foie, Université Paris Cité, Paris, France
| | - Gabriel Pop
- Université Paris 13, AP-HP, Service de Médecine nucléaire, Hôpital universitaire Avicenne, Bobigny, France
| | - Michael Soussan
- Université Paris 13, AP-HP, Service de Médecine nucléaire, Hôpital universitaire Avicenne, Bobigny, France
| | - Olivier Sutter
- Interventional Radiology Unit, Hôpital Avicenne, Hôpitaux Universitaires Paris-Seine-Saint-Denis, AP-HP, Bobigny, France
| | - Charlotte Costentin
- Institute for Advanced Biosciences, Research Center UGA/Inserm U 1209/CNRS 5309; Gastroenterology, hepatology and GI oncology department, Digidune, Grenoble Alpes University Hospital, La Tronche, France
| | - Julie Roux
- Department of Nuclear Medicine, Grenoble Alpes University Hospital, Grenoble, France
| | - Christian Sengel
- Department of Radiology, Grenoble Alpes University Hospital, Grenoble, France
| | - Marie Lequoy
- Hepatology Department, Saint Antoine Hospital, AP-HP, Paris, France; INSERM UMRS 938 - Centre de Recherche Saint Antoine, APHP Sorbonne Université, Paris, France
| | | | - Yves Menu
- Département d'imagerie, Gustave Roussy, Villejuif, France; SIRIC CURAMUS, INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Paris, France
| | | | - Denis Mariano Goulart
- Department of Nuclear Medicine, CHU of Montepellier, PhyMedExp, University of Montpellier, INSERM, CNRS, Montpellier, France
| | - Boris Guiu
- Department of Radiology, St-Eloi University Hospital, Montpellier, France
| | - Alain Luciani
- Université Paris-Est Créteil, Créteil, France; INSERM, U955, Virus Hépatologie Cancer, Créteil, France; Department of Medical Imaging, Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Créteil, France
| | - Pierre Nahon
- Service d'Hépatologie, Hôpital Avicenne, Bobigny, France; Unité de Formation et de Recherche Santé Médecine et Biologie Humaine, Université Paris 13, Communauté d'Universités et Etablissements Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Sorbonne Université, INSERM, Université de Paris, Functional Genomics of Solid Tumors, Paris, France
| | - Marco Dioguardi Burgio
- Department of Radiology, Hôpital Beaujon, AP-HP Nord, Paris, France; INSERM U1149 Centre de Recherche sur l'Inflammation, Université Paris Cité, Paris, France
| | - Mathilde Wagner
- Department of Radiology, Hospital Pitié Salpêtrière, Paris; UMR 7371, Université Sorbonne, CNRS, Inserm U114615, rue de l'École de Médecine, 75006, Paris, France
| | - Philippe Maksud
- Service de médecine nucléaire, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France
| | - Sebastien Mulé
- Université Paris-Est Créteil, Créteil, France; INSERM, U955, Virus Hépatologie Cancer, Créteil, France; Department of Medical Imaging, Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Créteil, France
| | - Manon Allaire
- Service d'Hépato-gastroentérologie, AP-HP Sorbonne Université, Hôpital Universitaire Pitié-Salpêtrière, Paris, France; INSERM UMR 1138, Centre de recherche des Cordeliers, Paris, France
| | - Sabrina Sidali
- Centre de Recherche des Cordeliers, Sorbonne Université, INSERM, Université de Paris, Functional Genomics of Solid Tumors, Paris, France; Liver Unit, Paris Cité University, Beaujon Hospital, APHP, DMU DIGEST, Clichy, France
| | - Audrey Coilly
- Centre Hépato-Biliaire, AP-HP, Hôpital Paul Brousse, Villejuif, France; Université Paris-Saclay, INSERM, UMR_S 1193, Hepatinov, Orsay, France
| | - Florent L Besson
- Department of Nuclear Medicine-Molecular Imaging, Hôpitaux Universitaires Paris-Saclay, AP-HP, DMU SMART IMAGING, CHU Bicêtre, Le Kremlin-Bicêtre, France; Université Paris-Saclay, Commissariat à l'énergie atomique et aux énergies alternatives, Centre National de la Recherche Scientifique, Inserm, BioMaps, Orsay, France; Université Paris-Saclay, School of Medicine, Le Kremlin-Bicêtre, France
| | - Maïté Lewin
- Department of Radiology, Paul Brousse University Hospital, AP-HP-University Paris Saclay, Villejuif, France
| | - Hélène Regnault
- Hepatology Department, Henri Mondor Hospital, AP-HP, Créteil, France; Virus Hépatologie Cancer, Institut Mondor de Recherche Biomédicale, INSERM U955, Hôpital Henri Mondor, AP-HP, Université Paris-Est, Créteil, France
| | - Clémence Hollande
- Centre Université Paris Centre, Groupe Hospitalier Cochin Port Royal, AP-HP, DMU Cancérologie et spécialités médico-chirurgicales, Service des Maladies du foie, Université Paris Cité, Paris, France
| | - Giuliana Amaddeo
- Hepatology Department, Henri Mondor Hospital, AP-HP, Créteil, France; Virus Hépatologie Cancer, Institut Mondor de Recherche Biomédicale, INSERM U955, Hôpital Henri Mondor, AP-HP, Université Paris-Est, Créteil, France
| | - Maxime Ronot
- Department of Radiology, Hôpital Beaujon, AP-HP Nord, Paris, France; INSERM U1149 Centre de Recherche sur l'Inflammation, Université Paris Cité, Paris, France
| | - Nathalie Ganne-Carrié
- Service d'Hépatologie, Hôpital Avicenne, Bobigny, France; Unité de Formation et de Recherche Santé Médecine et Biologie Humaine, Université Paris 13, Communauté d'Universités et Etablissements Sorbonne Paris Cité, Paris, France; Centre de Recherche des Cordeliers, Sorbonne Université, INSERM, Université de Paris, Functional Genomics of Solid Tumors, Paris, France
| | - Emmanuel Itti
- Nuclear Medicine Department, Henri Mondor Hospital, AP-HP, Créteil, France
| | | | - Vincent Levy
- URC-CRC GHPSS, Hôpital Avicenne, AP-HP, Bobigny, France
| | - Rachida Lebtahi
- Department of Nuclear Medicine, Hôpital Beaujon, AP-HP Nord, Paris, France; DMU DIGEST, Hôpital Beaujon, AP-HP Nord, Paris, France; Université Paris Cité, INSERM U1149, Centre de Recherche sur l'Inflammation, Paris, France
| | - Julia Chalaye
- Nuclear Medicine Department, Henri Mondor Hospital, AP-HP, Créteil, France
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10
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Zugasti I, Tormo-Ratera M, Oliver-Caldés A, Soler-Perromat JC, González-Calle V, Moreno DF, Cabañas V, López-Muñoz N, Bartolomé-Solanas Á, Español-Rego M, Reguera-Ortega JL, Rosiñol L, López-Corral L, Tovar N, Rodríguez-Lobato LG, Alvarez Perez RM, Varea S, Olesti E, Gomez-Grande A, Frutos L, Tamayo P, Juan M, Moraleda JM, Urbano-Ispizua Á, González-Navarro EA, Martínez-López J, Mateos MV, Tomás X, Setoain X, Fernández de Larrea C. Clinical impact of [18F]FDG-PET/CT in ARI0002h treatment, a CAR-T against BCMA for relapsed/refractory multiple myeloma. Blood Adv 2025; 9:571-582. [PMID: 39602341 PMCID: PMC11821407 DOI: 10.1182/bloodadvances.2024014360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 10/18/2024] [Accepted: 11/04/2024] [Indexed: 11/29/2024] Open
Abstract
ABSTRACT Multiple myeloma (MM) remains incurable, with poor outcomes in heavily pretreated patients. Chimeric antigen receptor (CAR) T-cell therapy has emerged as a promising treatment; however, outcomes after such therapy in patients with soft-tissue plasmacytomas and other bone lesions remain poorly understood. This study included 63 patients with relapsed/refractory MM treated either in the CARTBCMA-HCB-01 clinical trial (ARI0002h; academic B-cell maturation antigen [BCMA]-targeted CAR T-cell therapy) or in compassionate use. The aim was to evaluate the impact of soft-tissue involvement (extramedullary [EMD] and paraskeletal [PS] plasmacytomas) in response, survival and safety. Baseline [18F]fluorodeoxyglucose (FDG)-positron emission tomography (PET)/computed tomography (CT) from 5 participating centers were reviewed centrally. Of 63 patients, 52.4% presented plasmacytomas at the time of inclusion (21 PS, exclusively; and 12 EMD). Per responses, there were no significant differences between patients with and without plasmacytomas. A correlation was present between International Myeloma Working Group responses and those obtained by [18F]FDG-PET/CT at day 100 (Bologna criteria). No differences were observed in progression-free survival (PFS) or overall survival (OS) between patients with or without plasmacytomas. However, both PFS and OS were significantly shorter in patients with EMD. Interestingly, [18F]FDG-PET/CT response assessed on day 100, in accordance with the Bologna criteria, was predictive of survival outcomes. A metabolic tumor volume of ≥25 cm3 at baseline [18F]FDG-PET/CT was associated with earlier disease progression and shorter OS. These results highlight the importance of EMD evaluation by [18F]FDG-PET/CT before and after CAR T-cell infusion. This trial was registered at www.ClinicalTrials.gov as #NCT04309981; and EudraCT, 2019-001472-11.
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Affiliation(s)
- Inés Zugasti
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Marta Tormo-Ratera
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Aina Oliver-Caldés
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
- Hospital Universitari Son Espases, Fundació Institut d'Investigació Sanitària Illes Balears, Palma de Mallorca, Mallorca, Spain
| | - Juan Carlos Soler-Perromat
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Verónica González-Calle
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca, Instituto Universitario de Biología Molecular y Celular del Cáncer, Universidad de Salamanca, Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Salamanca, Spain
| | - David F. Moreno
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Valentín Cabañas
- Hospital Clínico Universitario Virgen de la Arrixaca, IMIB Pascual Parrilla, Universidad de Murcia, Murcia, Spain
| | - Nieves López-Muñoz
- Hospital Universitario 12 de Octubre, Complutense University, i+12, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
| | - Álvaro Bartolomé-Solanas
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Marta Español-Rego
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Juan Luis Reguera-Ortega
- Hospital Universitario Virgen del Rocío, Instituto de Biomedicina de Sevilla (CIBERONC), Universidad de Sevilla, Sevilla, Spain
| | - Laura Rosiñol
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Lucía López-Corral
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca, Instituto Universitario de Biología Molecular y Celular del Cáncer, Universidad de Salamanca, Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Salamanca, Spain
| | - Natalia Tovar
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Luis Gerardo Rodríguez-Lobato
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Rosa Maria Alvarez Perez
- Hospital Universitario Virgen del Rocío, Instituto de Biomedicina de Sevilla (CIBERONC), Universidad de Sevilla, Sevilla, Spain
| | - Sara Varea
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Eulàlia Olesti
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Adolfo Gomez-Grande
- Hospital Universitario 12 de Octubre, Complutense University, i+12, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
| | - Laura Frutos
- Hospital Clínico Universitario Virgen de la Arrixaca, IMIB Pascual Parrilla, Universidad de Murcia, Murcia, Spain
| | - Pilar Tamayo
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca, Instituto Universitario de Biología Molecular y Celular del Cáncer, Universidad de Salamanca, Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Salamanca, Spain
| | - Manel Juan
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - José M. Moraleda
- Hospital Clínico Universitario Virgen de la Arrixaca, IMIB Pascual Parrilla, Universidad de Murcia, Murcia, Spain
| | - Álvaro Urbano-Ispizua
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - E. Azucena González-Navarro
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Joaquín Martínez-López
- Hospital Universitario 12 de Octubre, Complutense University, i+12, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
| | - Maria-Victoria Mateos
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca, Instituto Universitario de Biología Molecular y Celular del Cáncer, Universidad de Salamanca, Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Salamanca, Spain
| | - Xavier Tomás
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
| | - Xavier Setoain
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
- Biomedical Imaging Group, Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine, Barcelona, Spain
| | - Carlos Fernández de Larrea
- Hospital Clínic de Barcelona, Institut d’Investigació Biomèdica August Pi i Sunyer, Universitat de Barcelona, Barcelona, Spain
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11
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Caroni F, Sammartano V, Pacelli P, Sicuranza A, Malchiodi M, Dragomir A, Ciofini S, Raspadori D, Bocchia M, Gozzetti A. Minimal Residual Disease Significance in Multiple Myeloma Patients Treated with Anti-CD38 Monoclonal Antibodies. Pharmaceuticals (Basel) 2025; 18:159. [PMID: 40005973 PMCID: PMC11858645 DOI: 10.3390/ph18020159] [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: 12/14/2024] [Revised: 01/22/2025] [Accepted: 01/23/2025] [Indexed: 02/27/2025] Open
Abstract
Minimal residual disease (MRD) evaluation is a recognized endpoint in clinical trials. Both next-generation flow and sequencing could be used as complementary techniques to detect myeloma cells after therapy to measure the depth of response and novel drug efficacy. Anti-CD38 monoclonal antibodies combined with proteasome inhibitors and immunomodulatory drugs have increased the quality of response in myeloma patients, and MRD evaluation is also entering routine clinical practice in many hematological centers. This review analyzes updated results from recent clinical trials utilizing anti-CD38 monoclonal antibodies such as isatuximab and daratumumab in terms of their responses and MRD data. MRD-driven therapy appears promising for the future of MM patients, and emerging minimally invasive techniques to assess MRD are under investigation as novel potential methods to replace or integrate traditional MRD evaluation.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Alessandro Gozzetti
- AOUS Policlinico Le Scotte, University of Siena, 53100 Siena, Italy; (F.C.); (V.S.); (P.P.); (A.S.); (M.M.); (A.D.); (S.C.); (D.R.); (M.B.)
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12
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Aljama MA, Sidiqi HM, Gertz MA. Are we maintaining minimal residual disease in myeloma? Leuk Lymphoma 2025:1-9. [PMID: 39835888 DOI: 10.1080/10428194.2025.2455485] [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: 10/04/2024] [Revised: 01/09/2025] [Accepted: 01/14/2025] [Indexed: 01/22/2025]
Abstract
Minimal residual disease (MRD) has emerged as an important prognostic maker in patients with multiple myeloma at different stages of their treatment. Moreover, it is being increasingly incorporated as an endpoint in various clinical trials. Since maintenance therapy is an integral part of myeloma treatment, especially in the upfront setting post autologous transplantation, it is imperative to understand the role of MRD testing in the maintenance stetting. This review aims to examine the utility and dynamics of MRD testing in order to elucidate its prognostic role and possible incorporation in clinical decision making processes.
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Affiliation(s)
| | - Hasib M Sidiqi
- Hematology Department, Fiona Stanley Hospital, Perth Western, Australia
- Curtin Medical School, Curtin University, Perth Western, Australia
| | - Morie A Gertz
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
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13
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Erol Fenercioğlu Ö, Çermik TF. The Importance of 18 F-FDG PET/CT in a Rare Case of Multiple Myeloma Presenting With Nasal Plasmacytoma. Clin Nucl Med 2025; 50:e47-e48. [PMID: 39501469 DOI: 10.1097/rlu.0000000000005546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2024]
Abstract
ABSTRACT Nasopharyngeal plasmacytoma is a rare presentation of multiple myeloma. We emphasize the importance of imaging by presenting the 18 F-FDG PET/CT findings of a patient with nasopharyngeal plasmacytoma and lytic hypermetabolic bone lesions.
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Affiliation(s)
- Özge Erol Fenercioğlu
- From the Clinic of Nuclear Medicine, Tekirdağ Dr İsmail Fehmi Cumalıoğlu City Hospital, Süleymanpaşa
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14
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Nakamoto-Matsubara R, Nardi V, Horick N, Fukushima T, Han RS, Shome R, Ochi K, Panaroni C, Fulzele K, Rexha F, Branagan AR, Cirstea D, Yee AJ, Scadden DT, Raje NS. Integration of clinical outcomes and molecular features in extramedullary disease in multiple myeloma. Blood Cancer J 2024; 14:224. [PMID: 39715752 DOI: 10.1038/s41408-024-01190-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Revised: 10/31/2024] [Accepted: 11/13/2024] [Indexed: 12/25/2024] Open
Abstract
Multiple myeloma (MM) remains incurable despite novel therapeutics. A major contributor to the development of relapsed/refractory and resistant MM is extraosseous extramedullary disease (EMD), whose molecular biology is still not fully understood. We analyzed 528 MM patients who presented to our institution between 2014 and 2021 and who had undergone molecular testing. We defined EMD as organ plasmacytoma distinct from bones and evaluated patients for the development of EMD with the goal of defining their molecular characteristics. Here, we show that RAS/BRAF mutations are likely essential for the development of EMD. Our results also indicate that the underlying reason for the negative outcomes in patients with poor prognostic factors such as duplication 1q and deletion 17p is largely due to the development of EMD. However, the presence of TP53 mutation remains a poor prognostic factor regardless of EMD development. Furthermore, mutation sites of TP53 were different between EMD versus non-EMD patients, with gain-of-function mutations enriched in patients with EMD. Our data highlights distinct molecular abnormalities in patients with EMD and provides potential mechanistic insights for novel therapeutic targets for the future.
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Affiliation(s)
- Rie Nakamoto-Matsubara
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Valentina Nardi
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Nora Horick
- Biostatistics Center, Massachusetts General Hospital, Boston, MA, USA
| | - Tsuyoshi Fukushima
- Center for Regenerative Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ryan S Han
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Rajib Shome
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Kiyosumi Ochi
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Cristina Panaroni
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Keertik Fulzele
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Farah Rexha
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Andrew R Branagan
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Diana Cirstea
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Andrew J Yee
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - David T Scadden
- Center for Regenerative Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Noopur S Raje
- Center for Multiple Myeloma, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA.
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15
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Michalska-Foryszewska A, Rogowska A, Kwiatkowska-Miernik A, Sklinda K, Mruk B, Hus I, Walecki J. Role of Imaging in Multiple Myeloma: A Potential Opportunity for Quantitative Imaging and Radiomics? Cancers (Basel) 2024; 16:4099. [PMID: 39682285 DOI: 10.3390/cancers16234099] [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: 11/04/2024] [Revised: 12/01/2024] [Accepted: 12/05/2024] [Indexed: 12/18/2024] Open
Abstract
Multiple myeloma (MM) is the second most prevalent hematologic malignancy, particularly affecting the elderly. The disease often begins with a premalignant phase known as monoclonal gammopathy of undetermined significance (MGUS), solitary plasmacytoma (SP) and smoldering multiple myeloma (SMM). Multiple imaging modalities are employed throughout the disease continuum to assess bone lesions, prevent complications, detect intra- and extramedullary disease, and evaluate the risk of neurological complications. The implementation of advanced imaging analysis techniques, including artificial intelligence (AI) and radiomics, holds great promise for enhancing our understanding of MM. The integration of advanced image analysis techniques which extract features from magnetic resonance imaging (MRI), computed tomography (CT), or positron emission tomography (PET) images has the potential to enhance the diagnostic accuracy for MM. This innovative approach may lead to the identification of imaging biomarkers that can predict disease prognosis and treatment outcomes. Further research and standardized evaluations are needed to define the role of radiomics in everyday clinical practice for patients with MM.
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Affiliation(s)
- Anna Michalska-Foryszewska
- Radiological Diagnostics Center, The National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
| | - Aleksandra Rogowska
- Hematology Clinic, The National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
| | - Agnieszka Kwiatkowska-Miernik
- Radiological Diagnostics Center, The National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
| | - Katarzyna Sklinda
- Radiological Diagnostics Center, The National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
| | - Bartosz Mruk
- Radiological Diagnostics Center, The National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
| | - Iwona Hus
- Hematology Clinic, The National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
| | - Jerzy Walecki
- Radiological Diagnostics Center, The National Institute of Medicine of the Ministry of Interior and Administration, 02-507 Warsaw, Poland
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16
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Hou R, Liu N, Li F. Nanoradiopharmaceuticals: An Attractive Concept in Oncotherapy. ChemMedChem 2024; 19:e202400423. [PMID: 39140435 DOI: 10.1002/cmdc.202400423] [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: 06/03/2024] [Revised: 08/10/2024] [Accepted: 08/12/2024] [Indexed: 08/15/2024]
Abstract
Radiopharmaceuticals are of significant importance in the fields of tumor imaging and therapy. In recent decades, the increasing role of nanotechnology has led to the attractive concept of nanoradiopharmaceuticals. Consequently, it is imperative to provide a concise summary of the necessary guidelines to facilitate the translation of nanoradiopharmaceuticals. In this work, we have presented the contents of radiolabeling strategies and some applications of nanoradiopharmaceuticals. Such a framework can assist researchers in identifying more pertinent insights or making more informed decisions in the study of nanoradiopharmaceuticals.
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Affiliation(s)
- Ruitong Hou
- Key Laboratory of Radiation Physics and Technology of the Ministry of Education, Institute of Nuclear Science and Technology, Sichuan University, Chengdu, 610064, PR China
| | - Ning Liu
- Key Laboratory of Radiation Physics and Technology of the Ministry of Education, Institute of Nuclear Science and Technology, Sichuan University, Chengdu, 610064, PR China
| | - Feize Li
- Key Laboratory of Radiation Physics and Technology of the Ministry of Education, Institute of Nuclear Science and Technology, Sichuan University, Chengdu, 610064, PR China
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17
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Nanni C, Deroose CM, Balogova S, Lapa C, Withofs N, Subesinghe M, Jamet B, Zamagni E, Ippolito D, Delforge M, Kraeber-Bodéré F. EANM guidelines on the use of [ 18F]FDG PET/CT in diagnosis, staging, prognostication, therapy assessment, and restaging of plasma cell disorders. Eur J Nucl Med Mol Imaging 2024; 52:171-192. [PMID: 39207486 PMCID: PMC11599630 DOI: 10.1007/s00259-024-06858-9] [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: 04/24/2024] [Accepted: 07/21/2024] [Indexed: 09/04/2024]
Abstract
We provide updated guidance and standards for the indication, acquisition, and interpretation of [18F]FDG PET/CT for plasma cell disorders. Procedures and characteristics are reported and different scenarios for the clinical use of [18F]FDG PET/CT are discussed. This document provides clinicians and technicians with the best available evidence to support the implementation of [18F]FDG PET/CT imaging in routine practice and future research.
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Affiliation(s)
- Cristina Nanni
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Christophe M Deroose
- Nuclear Medicine, University Hospitals (UZ) Leuven, 3000, Leuven, Belgium
- Nuclear Medicine and Molecular Imaging, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Sona Balogova
- Nuclear Medicine, Comenius University, Bratislava, Slovakia
- Médecine Nucléaire, Hôpital Tenon, GH AP.SU, Paris, France
| | - Constantin Lapa
- Nuclear Medicine, Faculty of Medicine, University of Augsburg, Augsburg, Germany
| | - Nadia Withofs
- Division of Nuclear Medicine and Oncological Imaging, Department of Medical Physics, CHU of Liege, Liege, Belgium
- GIGA-CRC in Vivo Imaging, University of Liege, Liege, Belgium
| | - Manil Subesinghe
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Bastien Jamet
- Médecine Nucléaire, CHU Nantes, F-44000, Nantes, France
| | - Elena Zamagni
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli", Bologna, Italy.
- Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy.
| | - Davide Ippolito
- Department of Diagnostic Radiology, Fondazione IRCCS San Gerardo dei Tintori, Via Pergolesi 33, 20900, Monza, Italy
- University of Milano-Bicocca, School of Medicine, Via Cadore 33, 20090, Monza, Italy
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18
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Yang Q, Zhang F, Hao Z, Zhuang J, Huo L. Chemokine Receptor 4-Targeted PET/CT with [ 68Ga]pentixather in Newly Diagnosed Multiple Myeloma: a Comparative Study with [ 68Ga]pentixafor PET/CT. Mol Imaging Biol 2024; 26:986-994. [PMID: 39304574 DOI: 10.1007/s11307-024-01953-7] [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: 05/17/2024] [Revised: 09/05/2024] [Accepted: 09/05/2024] [Indexed: 09/22/2024]
Abstract
PURPOSE This study aimed to compare the detection rate of [68Ga]pentixather PET/CT and [68Ga]pentixafor PET/CT in newly diagnosed multiple myeloma (NDMM) patients, and to explore the value of [68Ga]pentixather PET/CT for tumor load assessment. METHODS Nineteen NDMM Patients were prospectively recruited and underwent both [68Ga]pentixather PET/CT and [68Ga]pentixafor PET/CT. A positive PET scan was defined as the presence of PET-positive focal bone lesions, paraskeletal disease, extramedullary plasmacytoma, or diffuse bone marrow uptake. Lesion numbers, SUVmax and PET-related tumor burden values were compared. The correlations between PET-related tumor burden and clinical risk stratification were analyzed. RESULTS [68Ga]pentixather PET/CT showed a tendency of higher positive rate compared with [68Ga]pentixafor PET/CT [94.7% (18/19) vs. 78.9% (15/19), p > 0.05]. Among 14 patients with 151 matched focal bone lesions, [68Ga]pentixather PET detected more or equal number of lesions in 13 patients, and demonstrated higher uptake value than 68 Ga-pentixafor PET [SUVmax, 16.8 (9.0, 23.8) vs. 13.4 (6.5, 20.4), p < 0.001]. For PET related-tumor burden, positive correlations of total bone marrow uptake (TBmU) (r = 0.9540, p < 0.0001) and SUVmean of total bone marrow (r = 0.9632, p < 0.0001) in two PET scans were observed. Higher TBmU [7864.9 (5549.2, 11,616.2) vs. 5383.4(4102.7, 11,041.8), p < 0.001], SUVmean of total bone marrow [1.4 (1.1, 2.2) vs. 1.1 (0.7, 2.1), p < 0.001] were demonstrated on [68Ga]pentixather PET than [68Ga]pentixafor PET. And the level of TBmU in [68Ga]pentixather PET and [68Ga]pentixafor PET were both elevated in Durie-Salmon Staging (DSS) III than DSS I (p < 0.01). CONCLUSIONS [68Ga]pentixather PET/CT performed a non-inferior capability for tumor detection compared to [68Ga]pentixafor PET/CT in NDMM patients. [68Ga]pentixather PET/CT can assess tumor load in MM patients and depict a significantly higher PET-related total tumor burden than [68Ga]pentixafor PET/CT.
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Affiliation(s)
- Qiao Yang
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Center for Rare Diseases Research Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 1# Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Fujing Zhang
- Department of Hematology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 1# Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Zhixin Hao
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Center for Rare Diseases Research Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 1# Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Junling Zhuang
- Department of Hematology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 1# Shuaifuyuan, Dongcheng District, Beijing, 100730, China.
| | - Li Huo
- Department of Nuclear Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Center for Rare Diseases Research Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 1# Shuaifuyuan, Dongcheng District, Beijing, 100730, China.
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19
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Perillo T, Giorgio C, Fico A, Perrotta M, Serino A, Cuocolo R, Manto A. Review of whole-body magnetic resonance imaging in multiple myeloma. Jpn J Radiol 2024; 42:1381-1391. [PMID: 39088009 DOI: 10.1007/s11604-024-01635-y] [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: 02/19/2024] [Accepted: 07/22/2024] [Indexed: 08/02/2024]
Abstract
Multiple Myeloma (MM) is a hematological malignancy affecting bone marrow, most frequently in elderly men. Imaging has a crucial role in this disease. Recently, whole-body MRI has been introduced and it has gained growing interest due to is high sensitivity and specificity in evaluating bone marrow involvement in MM. Diffusion-weighted sequences (DWI) with apparent diffusion coefficient (ADC) maps have emerged as the most sensitive technique to evaluate patients with MM, both in the pre- and post-treatment setting. Aim of this review is to provide an overview of the role and main imaging findings of whole-body MRI in MM.
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Affiliation(s)
- Teresa Perillo
- Neuroradiology Unit, Umberto I" Hospital, Nocera Inferiore, Italy.
| | - Claudia Giorgio
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Fisciano, Italy
| | - Arianna Fico
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Fisciano, Italy
| | | | | | - Renato Cuocolo
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Fisciano, Italy
| | - Andrea Manto
- Neuroradiology Unit, Umberto I" Hospital, Nocera Inferiore, Italy
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20
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Dong X, Wang R, Ying X, Xu J, Yan J, Xu P, Peng Y, Chen B. Construction and validation of an 18F-FDG-PET/CT-based prognostic model to predict progression-free survival in newly diagnosed multiple myeloma patients. Hematology 2024; 29:2329029. [PMID: 38488443 DOI: 10.1080/16078454.2024.2329029] [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: 10/15/2023] [Accepted: 03/06/2024] [Indexed: 03/19/2024] Open
Abstract
OBJECTIVE To investigate the relationship between 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) related parameters and the prognosis of multiple myeloma and to establish and validate a prediction model regarding the progression-free survival (PFS) of multiple myeloma. METHODS A retrospective analysis of 126 newly diagnosed multiple myeloma patients who attended Nanjing Drum Tower Hospital from 2014-2021. All patients underwent PET/CT before treatment and were divided into a training cohort (n = 75) and a validation cohort (n = 51). Multivariate Cox proportional hazard regression analysis incorporated PET/CT-related parameters and clinical indicators. A nomogram was established to individually predict PFS in MM patients. The model was evaluated by calculating the C-index and calibration curve. RESULTS Here, 4.2 was used as the cut-off value of SUVmax to divide patients into high and low groups. PFS significantly differed between patients in the high-SUVmax group and low-SUVmax group, and SUVmax was an independent predictor of PFS in newly diagnosed multiple myeloma (NDMM) patients. Univariate and multivariate cox regression analysis suggested that lactate dehydrogenase (LDH), bone marrow plasma cell (BMPC), and SUVmax affected PFS. These factors were incorporated to construct a nomogram model for predicting PFS at 1 and 2 years in NDMM patients. The C-index and calibration curves of the nomogram exhibited good accuracy and consistency, and the DCA curves suggested that the model had good clinical utility. CONCLUSION The PET/CT parameter SUVmax is closely related to the prognosis of myeloma patients. The nomogram constructed in this study based on PET/CT-related parameters and clinical indicators individually predicts the PFS rate of NDMM patients and enables further risk stratification of NDMM patients.
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Affiliation(s)
- Xiaoqing Dong
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, People's Republic of China
| | - Ruoyi Wang
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, People's Republic of China
| | - Xiuhua Ying
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, People's Republic of China
| | - Jiaxuan Xu
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, People's Republic of China
| | - Jie Yan
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, People's Republic of China
| | - Peipei Xu
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, People's Republic of China
| | - Yue Peng
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, People's Republic of China
| | - Bing Chen
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, People's Republic of China
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21
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Sagar S, Khan D, Sivasankar KV, Kumar R. New PET Tracers for Symptomatic Myeloma. PET Clin 2024; 19:515-524. [PMID: 39025753 DOI: 10.1016/j.cpet.2024.06.001] [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] [Indexed: 07/20/2024]
Abstract
Multiple myeloma (MM) is a hematologic malignancy characterized by the clonal proliferation of plasma cells within the bone marrow. Accurate staging and monitoring of disease progression are crucial for effective management. PET imaging has emerged as a powerful tool in the diagnosis and management of MM, with radiotracers like 18F-fluorodeoxyglucose and novel agents playing a pivotal role. This review explores the current state of PET imaging in multiple myeloma, focusing on its role in initial staging, response assessment, and prognosis prediction, with an emphasis on recent advancements.
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Affiliation(s)
- Sambit Sagar
- Diagnostic Nuclear Medicine Division, Nuclear Medicine, All India Institute of Medical Sciences, New Delhi, Delhi, India
| | - Dikhra Khan
- Diagnostic Nuclear Medicine Division, Nuclear Medicine, All India Institute of Medical Sciences, New Delhi, Delhi, India
| | | | - Rakesh Kumar
- Diagnostic Nuclear Medicine Division, Nuclear Medicine, All India Institute of Medical Sciences, New Delhi, Delhi, India.
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22
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Guo YH, Liu AJ, Huang JW, Wang L, Yang MF. Prognostic value of 18F-FDG PET/CT in patients with relapsed multiple myeloma. Ann Hematol 2024; 103:4145-4153. [PMID: 39012517 DOI: 10.1007/s00277-024-05888-5] [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: 04/03/2024] [Accepted: 07/09/2024] [Indexed: 07/17/2024]
Abstract
This study aimed to assess the prognostic value of 18F-fluorodeoxyglucose positron emission tomography/computer tomography (18F-FDG PET/CT) in patients with relapsed multiple myeloma (MM). Fifty-one consecutive patients with relapsed MM were enrolled in this retrospective study. 18F-FDG parameters based on the Italian Myeloma Criteria for PET Use (IMPeTUs) and clinical data were analyzed for overall survival (OS) and progression-free survival (PFS). The Cox proportional risk model was used for univariate and multivariate analysis, and Kaplan-Meier survival curves were used for survival analysis. The median length of follow-up was 20 months (IQR, 5-29 months), the median PFS for the entire cohort was 8 months (IQR, 3-17 months) and the median OS was 21 months (IQR, 8-49 months). Multivariate survival analysis demonstrated that the Deauville score of BM > 3 [HR 2.900, 95% CI (1.011, 8.319), P = 0.048] and the presence of EMD [HR 3.134, 95% CI (1.245, 7.891), P = 0.015] were independent predictors of poor PFS. The presence of EMD [HR 12.777, 95% CI (1.825, 89.461), P = 0.010] and the reduced platelets count [HR 7.948, 95% CI (1.236, 51.099), P = 0.029] were adversely associated with OS. 18F-FDG PET/CT parameters based on IMPeTUs have prognostic significance in patients with relapsed MM.
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Affiliation(s)
- Yue-Hong Guo
- Department of Nuclear Medicine, Beijing Chaoyang Hospital, Capital Medical University, 8th Gongtinanlu Road, Chaoyang District, Beijing, 100020, China
| | - Ai-Jun Liu
- Department of Hematology, Beijing Chaoyang Hospital, Capital Medical University, 8th Gongtinanlu Road, Chaoyang District, Beijing, 100020, China
| | - Jing-Wei Huang
- Department of Nuclear Medicine, Beijing Chaoyang Hospital, Capital Medical University, 8th Gongtinanlu Road, Chaoyang District, Beijing, 100020, China
| | - Li Wang
- Department of Nuclear Medicine, Beijing Chaoyang Hospital, Capital Medical University, 8th Gongtinanlu Road, Chaoyang District, Beijing, 100020, China
| | - Min-Fu Yang
- Department of Nuclear Medicine, Beijing Chaoyang Hospital, Capital Medical University, 8th Gongtinanlu Road, Chaoyang District, Beijing, 100020, China.
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23
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Rossi A, Cattabriga A, Bezzi D. Symptomatic Myeloma: PET, Whole-Body MR Imaging with Diffusion-Weighted Imaging or Both. PET Clin 2024; 19:525-534. [PMID: 38969566 DOI: 10.1016/j.cpet.2024.05.004] [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] [Indexed: 07/07/2024]
Abstract
According to international guidelines, patients with suspected myeloma should primarily undergo low-dose whole-body computed tomography (CT) for diagnostic purposes. To optimize sensitivity and specificity and enable treatment response assessment, whole-body MR (WB-MR) imaging should include diffusion-weighted imaging with apparent diffusion coefficient maps and T1-weighted Dixon sequences with bone marrow Fat Fraction Quantification. At baseline WB-MR imaging shows greater sensitivity for the detecting focal lesions and diffuse bone marrow infiltration pattern than 18F-fluorodeoxyglucose PET-CT, which is considered of choice for evaluating response to treatment and minimal residual disease and imaging of extramedullary disease.
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Affiliation(s)
- Alice Rossi
- Radiology Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Arrigo Cattabriga
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna; Dipartimento di Scienze Mediche e Chirurgiche, Via Massarenti 9, 40138 Bologna, Italy
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24
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Kaiser M, Goh V, Stern S, Spencer N, Rabin N, Ramasamy K, Lawless S, Soutar R, Ashcroft J, Pratt G, Messiou C, Bygrave C. Advanced imaging for earlier diagnosis and morbidity prevention in multiple myeloma: A British Society of Haematology and UK Myeloma Society Good Practice Paper. Br J Haematol 2024; 205:1319-1325. [PMID: 39248274 DOI: 10.1111/bjh.19716] [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: 06/11/2024] [Accepted: 08/08/2024] [Indexed: 09/10/2024]
Abstract
This Good Practice Paper provides recommendations for the use of advanced imaging for earlier diagnosis and morbidity prevention in multiple myeloma. It describes how advanced imaging contributes to optimal healthcare resource utilisation by in newly diagnosed and relapsed myeloma, and provides a perspective on future directions of myeloma imaging, including machine learning assisted reporting.
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Affiliation(s)
- Martin Kaiser
- Department of Haematology, The Royal Marsden Hospital, London, UK
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Vicky Goh
- School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
- Department of Radiology, Guy's & St Thomas' Hospitals, London, UK
| | - Simon Stern
- Epsom and St Helier University Hospitals NHS Trust, Epsom, UK
| | - Nicholas Spencer
- Department of Radiology, Mid Yorkshire Teaching NHS Trust, Wakefield, UK
| | - Neil Rabin
- University College Hospitals, London, UK
| | - Karthik Ramasamy
- Department of Haematology, Oxford University Hospitals NHS Trust, Oxford, UK
| | | | - Richard Soutar
- Department of Haematology, Gartnavel General Hospital/Beatson Oncology Centre, Glasgow, UK
| | - John Ashcroft
- Department of Haematology, Mid-Yorkshire Teaching Hospitals Trust, Wakefield, UK
| | - Guy Pratt
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Christina Messiou
- Department of Radiology, The Royal Marsden Hospital and Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK
| | - Ceri Bygrave
- Department of Haematology, University Hospital of Wales, Cardiff, UK
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25
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Lecouvet FE, Zan D, Lepot D, Chabot C, Vekemans MC, Duchêne G, Chiabai O, Triqueneaux P, Kirchgesner T, Taihi L, Poujol J, Gheysens O, Michoux N. MRI-based Zero Echo Time and Black Bone Pseudo-CT Compared with Whole-Body CT to Detect Osteolytic Lesions in Multiple Myeloma. Radiology 2024; 313:e231817. [PMID: 39377681 DOI: 10.1148/radiol.231817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/09/2024]
Abstract
Background MRI is highly sensitive for assessing bone marrow involvement in multiple myeloma (MM) but does not enable detection of osteolysis. Purpose To assess the diagnostic accuracy, repeatability, and reproducibility of pseudo-CT MRI sequences (zero echo time [ZTE], gradient-echo black bone [BB]) in detecting osteolytic lesions in MM using whole-body CT as the reference standard. Materials and Methods In this prospective study, consecutive patients were enrolled in our academic hospital between June 2021 and December 2022. Inclusion criteria were newly diagnosed MM, monoclonal gammopathy of undetermined significance at high risk for MM, or suspicion of progressive MM. Participants underwent ZTE and BB sequences covering the lumbar spine, pelvis, and proximal femurs as part of 3-T whole-body MRI examinations, as well as clinically indicated fluorine 18 fluorodeoxyglucose PET/CT examination within 1 month that included optimized whole-body CT. Ten bone regions and two scores (categorical score = presence/absence of osteolytic lesion; semiquantitative score = osteolytic lesion count) were assessed by three radiologists (two experienced and one unfamiliar with pseudo-CT reading) on the ZTE, BB, and whole-body CT images. The accuracy, repeatability, and reproducibility of categorical scores (according to Gwet agreement coefficients AC1 and AC2) and differences in semiquantitative scores were assessed at the per-sequence, per-region, and per-patient levels. Results A total of 47 participants (mean age, 67 years ± 11 [SD]; 27 male) were included. In experienced readers, BB and ZTE had the same high accuracy (98%) in the per-patient analysis, while BB accuracy ranged 83%-100% and ZTE accuracy ranged 74%-94% in the per-region analysis. An increase of false-negative (FN) findings in the spine ranging from +17% up to +23%, according to the lumbar vertebra, was observed using ZTE (P < .013). Regardless of the region (except coxal bones), differences in the BB score minus the ZTE score were positively skewed (P < .021). Regardless of the sequence or region, repeatability was very good (AC1 ≥0.87 for all), while reproducibility was at least good (AC2 ≥0.63 for all). Conclusion Both MRI-based ZTE and BB pseudo-CT sequences of the lumbar spine, pelvis, and femurs demonstrated high diagnostic accuracy in detecting osteolytic lesions in MM. Compared with BB, the ZTE sequence yielded more FN findings in the spine. ClinicalTrials.gov Identifier: NCT05381077 Published under a CC BY 4.0 license. Supplemental material is available for this article.
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Affiliation(s)
- Frederic E Lecouvet
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Deniz Zan
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Darius Lepot
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Caroline Chabot
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Marie-Christiane Vekemans
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Gaëtan Duchêne
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Ophélye Chiabai
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Perrine Triqueneaux
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Thomas Kirchgesner
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Lokmane Taihi
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Julie Poujol
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Olivier Gheysens
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
| | - Nicolas Michoux
- From the Departments of Medical Imaging (F.E.L., D.Z., C.C., P.T., T.K., L.T., N.M.), Hematology (M.C.V.), and Nuclear Medicine (O.G.), Institut de Recherche Expérimentale et Clinique (IREC), Institut du Cancer Roi Albert II, Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCL), Brussels, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Medical Imaging, Hôpitaux Universitaires de Genève, Geneva, Switzerland (D.L.); GE HealthCare, Diegem, Belgium (G.D.); Department of Medical Imaging, CHU Saint Pierre, Brussels, Belgium (O.C.); and GE HealthCare, Buc, France (J.P.)
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Raghunathachar SK, Krishnamurthy KP, Gopalaiah LM, Abhijith D, Prashant A, Parichay SR, Ramesh AM. Navigating the clinical landscape: Update on the diagnostic and prognostic biomarkers in multiple myeloma. Mol Biol Rep 2024; 51:972. [PMID: 39249557 DOI: 10.1007/s11033-024-09892-w] [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: 05/24/2024] [Accepted: 08/26/2024] [Indexed: 09/10/2024]
Abstract
Multiple myeloma, a complex hematologic malignancy, has devastating consequences for patients, including dramatic bone loss, severe bone pain, and pathological fractures that markedly decrease the quality of life and impact the survival of affected patients. This necessitates a refined understanding of biomarkers for accurate diagnosis and prognosis of such severe malignancy. Therefore, this article comprehensively covers current research, elucidating the diverse spectrum of biomarkers employed in clinical settings. From traditional serum markers to advanced molecular profiling techniques, the review provides a thorough examination of their utility and limitations. Through this scoping review, emphasis is placed on the evolving landscape of personalized medicine, where biomarkers play a pivotal role in tailoring therapeutic strategies. The integration of genomic, proteomic, next generation sequencing and flow cytometric data further enriches the discussion, unravelling the molecular intricacies underlying disease progression. The updated criteria allow for the treatment of people who clearly would benefit from therapy and might live longer if treated before significant organ damage occurs. Navigating through the evolving diagnostic and prognostic paradigms in multiple myeloma, this article equips clinicians and researchers with crucial insights for optimizing patient care and advancing future therapeutic approaches.
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Affiliation(s)
| | - Kiran Pura Krishnamurthy
- Department of Oncology, JSS Medical College, JSS Academy of Higher Education & Research, Mysuru, 570015, India
| | | | - D Abhijith
- Department of Biochemistry, JSS Medical College, JSS Academy of Higher Education & Research, Mysuru, 570015, India
| | - Akila Prashant
- Department of Biochemistry, JSS Medical College, JSS Academy of Higher Education & Research, Mysuru, 570015, India
| | | | - Arpitha Maraliga Ramesh
- Department of Biochemistry, JSS Medical College, JSS Academy of Higher Education & Research, Mysuru, 570015, India.
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27
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Pellegrino S, Origlia D, Di Donna E, Lamagna M, Della Pepa R, Pane F, Del Vecchio S, Fonti R. Coefficient of variation and texture analysis of 18F-FDG PET/CT images for the prediction of outcome in patients with multiple myeloma. Ann Hematol 2024; 103:3713-3721. [PMID: 39046513 PMCID: PMC11358233 DOI: 10.1007/s00277-024-05905-7] [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: 02/28/2024] [Accepted: 07/18/2024] [Indexed: 07/25/2024]
Abstract
In multiple myeloma (MM) bone marrow infiltration by monoclonal plasma cells can occur in both focal and diffuse manner, making staging and prognosis rather difficult. The aim of our study was to test whether texture analysis of 18 F-2-deoxy-d-glucose positron emission tomography/computed tomography (18F-FDG PET/CT) images can predict survival in MM patients. Forty-six patients underwent 18 F-FDG-PET/CT before treatment. We used an automated contouring program for segmenting the hottest focal lesion (FL) and a lumbar vertebra for assessing diffuse bone marrow involvement (DI). Maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean) and texture features such as Coefficient of variation (CoV), were obtained from 46 FL and 46 DI. After a mean follow-up of 51 months, 24 patients died of myeloma and were compared to the 22 survivors. At univariate analysis, FL SUVmax (p = 0.0453), FL SUVmean (p = 0.0463), FL CoV (p = 0.0211) and DI SUVmax (p = 0.0538) predicted overall survival (OS). At multivariate analysis only FL CoV and DI SUVmax were retained in the model (p = 0.0154). By Kaplan-Meier method and log-rank testing, patients with FL CoV below the cut-off had significantly better OS than those with FL CoV above the cut-off (p = 0.0003), as well as patients with DI SUVmax below the threshold versus those with DI SUVmax above the threshold (p = 0.0006). Combining FL CoV and DI SUVmax by using their respective cut-off values, a statistically significant difference was found between the resulting four survival curves (p = 0.0001). Indeed, patients with both FL CoV and DI SUVmax below their respective cut-off values showed the best prognosis. Conventional and texture parameters derived from 18F-FDG PET/CT analysis can predict survival in MM patients by assessing the heterogeneity and aggressiveness of both focal and diffuse infiltration.
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Affiliation(s)
- Sara Pellegrino
- Department of Advanced Biomedical Sciences, University Federico II, Via Sergio Pansini 5, Naples, 80131, Italy
| | - Davide Origlia
- Department of Advanced Biomedical Sciences, University Federico II, Via Sergio Pansini 5, Naples, 80131, Italy
| | - Erica Di Donna
- Department of Advanced Biomedical Sciences, University Federico II, Via Sergio Pansini 5, Naples, 80131, Italy
| | - Martina Lamagna
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | - Roberta Della Pepa
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | - Fabrizio Pane
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | - Silvana Del Vecchio
- Department of Advanced Biomedical Sciences, University Federico II, Via Sergio Pansini 5, Naples, 80131, Italy
| | - Rosa Fonti
- Department of Advanced Biomedical Sciences, University Federico II, Via Sergio Pansini 5, Naples, 80131, Italy.
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28
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Singh R, Prakash A, Kumari A, Sinha S. Adding Evidence to Plasmacytoma: A Case Series. Cureus 2024; 16:e68883. [PMID: 39376829 PMCID: PMC11457926 DOI: 10.7759/cureus.68883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/07/2024] [Indexed: 10/09/2024] Open
Abstract
Plasmacytoma is a rare tumor of plasma cells with two primary variants: solitary bone plasmacytoma (SBP) and extramedullary plasmacytoma (EMP). It poses diagnostic challenges at times. Radiotherapy (RT) is the curative modality in the majority of cases. We share a case series with the aim of adding evidence to the literature about plasmacytoma and its clinical presentation, diagnostic challenges, and outcome with RT.
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Affiliation(s)
- Rashmi Singh
- Radiation Oncology, Rajendra Institute of Medical Sciences (RIMS), Ranchi, IND
| | | | - Anamika Kumari
- Radiation Oncology, Ram Janam Sulakshana Pandey (RJSP) Cancer Hospital, Ranchi, IND
| | - Sweta Sinha
- Oncopathology, Saar Diagnostics, Ranchi, IND
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29
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Perrot A, Roussel M, Lauwers-Cances V, Hulin C, Leleu X, Touzeau C, Facon T, Mariette C, Schiano JM, Gay J, Montes L, Ranta D, Huguet A, Wuillème S, Dejoie T, Devlamynck L, Corre J, Avet-Loiseau H, Moreau P, Attal M. Twice-weekly induction with ixazomib-lenalidomide-dexamethasone (IRd) combination followed by extended IRd consolidation and lenalidomide maintenance in transplant-eligible patients with newly diagnosed multiple myeloma: Results of the phase 2 study IFM2014-03. Br J Haematol 2024; 205:891-899. [PMID: 38811169 DOI: 10.1111/bjh.19570] [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: 01/05/2024] [Accepted: 05/16/2024] [Indexed: 05/31/2024]
Abstract
Therapeutic strategies for patients with newly diagnosed multiple myeloma (NDMM) have considerably improved during the last 10 years. The IFM2014-03 trial proposed an all-oral triplet induction/consolidation regimen in transplant-eligible NDMM patients, followed by lenalidomide maintenance. Induction consisted of three 21-day cycles of ixazomib, lenalidomide and dexamethasone (IRd), before high-dose Melphalan with transplant followed by eight 28-day cycles of IRd consolidation before 13 cycles of lenalidomide maintenance. Forty-six patients were enrolled and received at least one dose of therapy, and 39 entered the maintenance phase. The primary end-point was stringent complete response after consolidation, and was achieved in nine patients (20.9%, 90% CI 11.4-33.7; p = 0.998). Ten patients (24.4%) had an undetectable minimal residual disease. The overall response rate was 95.7%. The 3-year progression-free survival was 66.3%. No unexpected toxicities were recorded, and only eight patients suspended from any study drug. Of note, 21 (45.7%) patients reported peripheral neuropathy (PN) (grades 1-2 with no serious adverse events). IRd induction and consolidation with transplant before lenalidomide maintenance shows lower response rates compared to other triplet therapies. It could be an alternative for patients who require an all-oral regimen and/or with pre-existent PN, especially if quadruplet regimens including anti-CD38 antibody are not available.
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Affiliation(s)
- Aurore Perrot
- Service Hématologie, Toulouse University Hospital, Toulouse, France
| | - Murielle Roussel
- Service Hématologie, Limoges University Hospital, Limoges, France
| | | | - Cyrille Hulin
- Service Maladies du Sang, Bordeaux University Hospital, Bordeaux, France
| | - Xavier Leleu
- Service Hématologie, Poitiers University Hospital, Poitiers, France
| | - Cyrille Touzeau
- Service Hématologie, Nantes University Hospital, Nantes, France
| | - Thierry Facon
- Service Maladies du Sang, Lille University Hospital, Lille, France
| | - Clara Mariette
- Service Hématologie, Grenoble University Hospital, Grenoble, France
| | - Jean-Marc Schiano
- Service Hématologie, Marseille Paoli-Calmettes Institute, Marseille, France
| | - Julie Gay
- Service Hématologie, Bayonne Cote Basque Hospital, Bayonne, France
| | - Lydia Montes
- Service Hématologie, Amiens University Hospital, Amiens, France
| | - Dana Ranta
- Service Hématologie, Nancy University Hospital, Nancy, France
| | - Amandine Huguet
- Département Recherche Clinique, Toulouse University Hospital, Toulouse, France
| | - Soraya Wuillème
- Laboratoire d'Hematologie, Nantes University Hospital, Nantes, France
| | - Thomas Dejoie
- Laboratoire de Biochimie, Nantes University Hospital, Nantes, France
| | | | - Jill Corre
- Toulouse Myeloma Genomic Unit, Toulouse, France
| | | | - Philippe Moreau
- Service Hématologie, Nantes University Hospital, Nantes, France
| | - Michel Attal
- Service Hématologie, Toulouse University Hospital, Toulouse, France
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Weng J, Lin J, Sun C. Case Report: Application of 18F-FDG PET/CT in identifying plasmacytoma in monoclonal gammopathy associated peripheral neuropathy. FRONTIERS IN NUCLEAR MEDICINE (LAUSANNE, SWITZERLAND) 2024; 4:1446780. [PMID: 39355212 PMCID: PMC11440967 DOI: 10.3389/fnume.2024.1446780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 07/30/2024] [Indexed: 10/03/2024]
Abstract
Peripheral neuropathy is a prevalent complication in plasma cell disorders, posing significant diagnostic and therapeutic challenges. This study presents three cases initially diagnosed with chronic inflammatory demyelinating polyneuropathy (CIDP). Despite initial symptom regression post-immunomodulatory treatment, the patients exhibited progressive neurological deficits. Advanced laboratory evaluation confirmed monoclonal protein presence, yet traditional diagnostic methods, including bone marrow biopsy and flow cytometry, yielded normal results. Utilizing 18F-FDG PET/CT, we identified multiple hypermetabolic vertebral lesions, which upon biopsy, confirmed the diagnosis of plasmacytoma. Our findings underscore the utility of PET/CT as a reliable diagnostic tool for monoclonal gammopathy associated neuropathy, advocating for its consideration in cases with equivocal diagnosis. When the diagnosis is in doubt, biopsy of a lesion may facilitate early and accurate diagnosis, potentially influencing treatment strategies and patient outcomes.
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Affiliation(s)
- Jiequn Weng
- Department of Neurology, Yuyao People's Hospital of Zhejiang Province, Yuyao, Zhejiang, China
| | - Jie Lin
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Chong Sun
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
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31
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Vlachová M, Pečinka L, Gregorová J, Moráň L, Růžičková T, Kovačovicová P, Almáši M, Pour L, Štork M, Hájek R, Jelínek T, Popková T, Večeřa M, Havel J, Vaňhara P, Ševčíková S. Liquid biopsy of peripheral blood using mass spectrometry detects primary extramedullary disease in multiple myeloma patients. Sci Rep 2024; 14:18777. [PMID: 39138296 PMCID: PMC11322162 DOI: 10.1038/s41598-024-69408-1] [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: 04/28/2024] [Accepted: 08/05/2024] [Indexed: 08/15/2024] Open
Abstract
Multiple myeloma (MM) is the second most prevalent hematological malignancy, characterized by infiltration of the bone marrow by malignant plasma cells. Extramedullary disease (EMD) represents a more aggressive condition involving the migration of a subclone of plasma cells to paraskeletal or extraskeletal sites. Liquid biopsies could improve and speed diagnosis, as they can better capture the disease heterogeneity while lowering patients' discomfort due to minimal invasiveness. Recent studies have confirmed alterations in the proteome across various malignancies, suggesting specific changes in protein classes. In this study, we show that MALDI-TOF mass spectrometry fingerprinting of peripheral blood can differentiate between MM and primary EMD patients. We constructed a predictive model using a supervised learning method, partial least squares-discriminant analysis (PLS-DA) and evaluated its generalization performance on a test dataset. The outcome of this analysis is a method that predicts specifically primary EMD with high sensitivity (86.4%), accuracy (78.4%), and specificity (72.4%). Given the simplicity of this approach and its minimally invasive character, this method provides rapid identification of primary EMD and could prove helpful in clinical practice.
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Affiliation(s)
- Monika Vlachová
- Babak Myeloma Group, Department of Pathophysiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Lukáš Pečinka
- Department of Chemistry, Faculty of Science, Masaryk University, Brno, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
| | - Jana Gregorová
- Babak Myeloma Group, Department of Pathophysiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Lukáš Moráň
- Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Research Centre for Applied Molecular Oncology (RECAMO), Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Tereza Růžičková
- Babak Myeloma Group, Department of Pathophysiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Petra Kovačovicová
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
- Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Martina Almáši
- Department of Clinical Hematology, University Hospital Brno, Brno, Czech Republic
| | - Luděk Pour
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno, Brno, Czech Republic
| | - Martin Štork
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno, Brno, Czech Republic
| | - Roman Hájek
- Department of Hematooncology, University Hospital Ostrava, Ostrava, Czech Republic
- Department of Hematooncology, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - Tomáš Jelínek
- Department of Hematooncology, University Hospital Ostrava, Ostrava, Czech Republic
- Department of Hematooncology, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - Tereza Popková
- Department of Hematooncology, University Hospital Ostrava, Ostrava, Czech Republic
- Department of Hematooncology, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - Marek Večeřa
- Central European Institute of Technology (CEITEC), Masaryk University, Brno, Czech Republic
| | - Josef Havel
- Department of Chemistry, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Petr Vaňhara
- Department of Chemistry, Faculty of Science, Masaryk University, Brno, Czech Republic
- Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Sabina Ševčíková
- Babak Myeloma Group, Department of Pathophysiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic.
- Department of Clinical Hematology, University Hospital Brno, Brno, Czech Republic.
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32
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Zhao Y, Han L, Li D, Wang Z. Solitary bone plasmacytoma of spine with involvement of intervertebral disk: a case report and literature review. Skeletal Radiol 2024; 53:1651-1656. [PMID: 38231261 DOI: 10.1007/s00256-024-04566-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 12/29/2023] [Accepted: 01/04/2024] [Indexed: 01/18/2024]
Abstract
Primary malignant bone tumors of the spine are exceedingly rare, with solitary bone plasmacytoma (SBP) representing approximately 30% of all cases. Radiological assessments are crucial for localizing SBP and for ruling out a diagnosis of multiple myeloma (MM). Imaging features resembling a "mini-brain" appear to be distinctive for SBP. Vertebral lesions accompanied by adjacent disc space involvement typically suggest spinal infections, while the potential for SBP involvement is often overlooked. We present a case of a 61-year-old female with SBP who exhibited thoraco-lumbar spine destruction and adjacent disc space involvement. The patient sought treatment at our medical center due to lumbodorsal pain radiating bilaterally to the inguinal regions. Radiological findings revealed an osteolytic lesion involving the intervertebral disc, making it challenging to distinguish between tumor and inflammation. A biopsy of the vertebral lesion confirmed the diagnosis of SBP, which was further supported by laboratory results. Post-diagnosis, the patient underwent radiotherapy, receiving a total dose of 4000 Gy, which alleviated her symptoms. We also provide a comprehensive literature review on SBP with disc involvement to aid both clinical and radiological diagnoses.
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Affiliation(s)
- Yujun Zhao
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, 266061, Shandong, China
| | - Liang Han
- Department of Ultrasound, Qingdao Central Hospital, University of Health and Rehabilitation Sciences, Qingdao, 266042, Shandong, China
| | - DaCheng Li
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, 266061, Shandong, China
| | - Zhenguang Wang
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, 266061, Shandong, China.
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Sachpekidis C, Enqvist O, Ulén J, Kopp-Schneider A, Pan L, Mai EK, Hajiyianni M, Merz M, Raab MS, Jauch A, Goldschmidt H, Edenbrandt L, Dimitrakopoulou-Strauss A. Artificial intelligence-based, volumetric assessment of the bone marrow metabolic activity in [ 18F]FDG PET/CT predicts survival in multiple myeloma. Eur J Nucl Med Mol Imaging 2024; 51:2293-2307. [PMID: 38456971 PMCID: PMC11178614 DOI: 10.1007/s00259-024-06668-z] [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: 12/18/2023] [Accepted: 02/25/2024] [Indexed: 03/09/2024]
Abstract
PURPOSE Multiple myeloma (MM) is a highly heterogeneous disease with wide variations in patient outcome. [18F]FDG PET/CT can provide prognostic information in MM, but it is hampered by issues regarding standardization of scan interpretation. Our group has recently demonstrated the feasibility of automated, volumetric assessment of bone marrow (BM) metabolic activity on PET/CT using a novel artificial intelligence (AI)-based tool. Accordingly, the aim of the current study is to investigate the prognostic role of whole-body calculations of BM metabolism in patients with newly diagnosed MM using this AI tool. MATERIALS AND METHODS Forty-four, previously untreated MM patients underwent whole-body [18F]FDG PET/CT. Automated PET/CT image segmentation and volumetric quantification of BM metabolism were based on an initial CT-based segmentation of the skeleton, its transfer to the standardized uptake value (SUV) PET images, subsequent application of different SUV thresholds, and refinement of the resulting regions using postprocessing. In the present analysis, ten different uptake thresholds (AI approaches), based on reference organs or absolute SUV values, were applied for definition of pathological tracer uptake and subsequent calculation of the whole-body metabolic tumor volume (MTV) and total lesion glycolysis (TLG). Correlation analysis was performed between the automated PET values and histopathological results of the BM as well as patients' progression-free survival (PFS) and overall survival (OS). Receiver operating characteristic (ROC) curve analysis was used to investigate the discrimination performance of MTV and TLG for prediction of 2-year PFS. The prognostic performance of the new Italian Myeloma criteria for PET Use (IMPeTUs) was also investigated. RESULTS Median follow-up [95% CI] of the patient cohort was 110 months [105-123 months]. AI-based BM segmentation and calculation of MTV and TLG were feasible in all patients. A significant, positive, moderate correlation was observed between the automated quantitative whole-body PET/CT parameters, MTV and TLG, and BM plasma cell infiltration for all ten [18F]FDG uptake thresholds. With regard to PFS, univariable analysis for both MTV and TLG predicted patient outcome reasonably well for all AI approaches. Adjusting for cytogenetic abnormalities and BM plasma cell infiltration rate, multivariable analysis also showed prognostic significance for high MTV, which defined pathological [18F]FDG uptake in the BM via the liver. In terms of OS, univariable and multivariable analysis showed that whole-body MTV, again mainly using liver uptake as reference, was significantly associated with shorter survival. In line with these findings, ROC curve analysis showed that MTV and TLG, assessed using liver-based cut-offs, could predict 2-year PFS rates. The application of IMPeTUs showed that the number of focal hypermetabolic BM lesions and extramedullary disease had an adverse effect on PFS. CONCLUSIONS The AI-based, whole-body calculations of BM metabolism via the parameters MTV and TLG not only correlate with the degree of BM plasma cell infiltration, but also predict patient survival in MM. In particular, the parameter MTV, using the liver uptake as reference for BM segmentation, provides solid prognostic information for disease progression. In addition to highlighting the prognostic significance of automated, global volumetric estimation of metabolic tumor burden, these data open up new perspectives towards solving the complex problem of interpreting PET scans in MM with a simple, fast, and robust method that is not affected by operator-dependent interventions.
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Affiliation(s)
- Christos Sachpekidis
- Clinical Cooperation Unit Nuclear Medicine, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69210, Heidelberg, Germany.
| | - Olof Enqvist
- Eigenvision AB, Malmö, Sweden
- Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | | | | | - Leyun Pan
- Clinical Cooperation Unit Nuclear Medicine, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69210, Heidelberg, Germany
| | - Elias K Mai
- Department of Internal Medicine V, University Hospital Heidelberg and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Marina Hajiyianni
- Department of Internal Medicine V, University Hospital Heidelberg and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Maximilian Merz
- Department of Hematology and Cell Therapy, University of Leipzig, Leipzig, Germany
| | - Marc S Raab
- Department of Internal Medicine V, University Hospital Heidelberg and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Anna Jauch
- Institute of Human Genetics, University of Heidelberg, Heidelberg, Germany
| | - Hartmut Goldschmidt
- Department of Internal Medicine V, University Hospital Heidelberg and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Lars Edenbrandt
- Department of Clinical Physiology, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Antonia Dimitrakopoulou-Strauss
- Clinical Cooperation Unit Nuclear Medicine, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69210, Heidelberg, Germany
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Khan MK, Nasti TH, Qian JY, Kleber TJ, Switchenko JM, Kaufman JL, Nooka AJ, Dhodapkar MV, Buchwald ZS, Obiekwe D, Lonial S, Ahmed R. Pembrolizumab and low-dose, single-fraction radiotherapy for patients with relapsed or refractory multiple myeloma: a prospective, single-centre, single-group, open-label, phase 2 pilot trial in the USA. Lancet Haematol 2024; 11:e510-e520. [PMID: 38797190 DOI: 10.1016/s2352-3026(24)00105-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 04/09/2024] [Accepted: 04/12/2024] [Indexed: 05/29/2024]
Abstract
BACKGROUND Currently, the use of radiotherapy alone for people with multiple myeloma is limited to palliation of pain, pending fracture, and control of spinal-cord compression. Single immune-checkpoint inhibitors, such as anti-programmed death-1 (anti-PD1), have not been successful. We aimed to evaluate the activity and safety of the combination of pembrolizumab and low-dose, single-fraction, hypofractionated radiotherapy to treat patients with relapsed or refractory multiple myeloma. METHODS For this prospective, single-centre, single-group, open-label, phase 2 trial, we recruited patients with relapsed or refractory multiple myeloma from the Winship Cancer Institute (Emory University, Atlanta, GA, USA). Key inclusion criteria were aged 18 years or older, Eastern Cooperative Oncology Group (ECOG) performance score of 0 or 1, relapsed or refractory multiple myeloma as indicated by progression under International Myeloma Working Group (IMWG) criteria, and adequate candidacy for both pembrolizumab and radiotherapy. Baseline and post-treatment assessments were serial bone-marrow biopsy, peripheral blood collections, staging, serial serum and urine paraprotein analysis, serial PET-CT imaging, and a physical examination. On day 1, patients received hypofractionated 8 gray in 1 fraction (8 Gy/1 fx) radiotherapy to either symptomatic or progressing extra-osseous or osseous myeloma sites. Patients also received pembrolizumab (200 mg/kg intravenously) on day 2 or 3, then once every 3 weeks (±7 days) for 2 years or until progressive disease, unacceptable toxicity, withdrawal of consent, loss to follow-up, or death. Dose reduction and interruptions were not allowed. The primary outcome was acute toxicity defined as grade 3 or worse toxicity at 3 months within the radiated site when used in combination with pembrolizumab. All patients were analysed per protocol and included in safety analyses. This trial is registered on ClinicalTrials.gov (NCT03267888); it is completed and closed to accrual. FINDINGS 32 patients were screened between June 1, 2018, and Sept 2, 2022, and 25 were enrolled in the trial and treated on protocol. Of the 25 treated patients, 11 (44%) were female and 14 (56%) were male. 19 (76%) patients were White and six (24%) were Black or African American. Toxicity, as the primary outcome, was deemed to be acceptable as no grade 4 or 5 adverse events were observed. At 3-month follow-up, eight (32%) of 25 patients had treatment benefit (one had stable disease, three had partial response, two had very good partial response, and two had complete response). There was no grade 3 or worse radiation-related toxicity within irradiated volumes. One (4%) patient of the 25 who received combination treatment had a grade 3 pembrolizumab-related adverse event. There were no treatment-related deaths. INTERPRETATION Combination treatment of low-dose, single-fraction radiotherapy with pembrolizumab was safe, with early promise of response activity. Our approach could be an option for patients with relapsed or refractory multiple myeloma who have not responded to previous treatment. Larger trials to substantiate our findings are needed. FUNDING Merck Sharp & Dohme.
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Affiliation(s)
- Mohammad K Khan
- Winship Cancer Institute and Department of Radiation Oncology, Emory University, Atlanta, GA, USA.
| | - Tahseen H Nasti
- Department of Microbiology and Immunology, Emory University, Atlanta, GA, USA
| | - Joshua Y Qian
- School of Medicine, Emory University, Atlanta, GA, USA
| | - Troy J Kleber
- School of Medicine, Emory University, Atlanta, GA, USA; MD Anderson Cancer Center, University of Texas, Houston, TX, USA
| | - Jeffrey M Switchenko
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, USA
| | - Jonathan L Kaufman
- Department of Hematology and Medical Oncology, Emory University, Atlanta, GA, USA
| | - Ajay J Nooka
- Department of Hematology and Medical Oncology, Emory University, Atlanta, GA, USA
| | - Madhav V Dhodapkar
- Department of Hematology and Medical Oncology, Emory University, Atlanta, GA, USA
| | - Zachary S Buchwald
- Winship Cancer Institute and Department of Radiation Oncology, Emory University, Atlanta, GA, USA
| | - Daby Obiekwe
- Department of Hematology and Medical Oncology, Emory University, Atlanta, GA, USA
| | - Sagar Lonial
- Department of Hematology and Medical Oncology, Emory University, Atlanta, GA, USA
| | - Rafi Ahmed
- Department of Microbiology and Immunology, Emory University, Atlanta, GA, USA; Vaccine Center, Emory University, Atlanta, GA, USA
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Malard F, Neri P, Bahlis NJ, Terpos E, Moukalled N, Hungria VTM, Manier S, Mohty M. Multiple myeloma. Nat Rev Dis Primers 2024; 10:45. [PMID: 38937492 DOI: 10.1038/s41572-024-00529-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/16/2024] [Indexed: 06/29/2024]
Abstract
Multiple myeloma (MM) is a haematological lymphoid malignancy involving tumoural plasma cells and is usually characterized by the presence of a monoclonal immunoglobulin protein. MM is the second most common haematological malignancy, with an increasing global incidence. It remains incurable because most patients relapse or become refractory to treatments. MM is a genetically complex disease with high heterogeneity that develops as a multistep process, involving acquisition of genetic alterations in the tumour cells and changes in the bone marrow microenvironment. Symptomatic MM is diagnosed using the International Myeloma Working Group criteria as a bone marrow infiltration of ≥10% clonal plasma cells, and the presence of at least one myeloma-defining event, either standard CRAB features (hypercalcaemia, renal failure, anaemia and/or lytic bone lesions) or biomarkers of imminent organ damage. Younger and fit patients are considered eligible for transplant. They receive an induction, followed by consolidation with high-dose melphalan and autologous haematopoietic cell transplantation, and maintenance therapy. In older adults (ineligible for transplant), the combination of daratumumab, lenalidomide and dexamethasone is the preferred option. If relapse occurs and requires further therapy, the choice of therapy will be based on previous treatment and response and now includes immunotherapies, such as bi-specific monoclonal antibodies and chimeric antigen receptor T cell therapy.
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Affiliation(s)
- Florent Malard
- Sorbonne Université, Centre de Recherche Saint-Antoine INSERM UMRs938, Service d'Hématologie Clinique et de Thérapie Cellulaire, Hôpital Saint Antoine, AP-HP, Paris, France.
| | - Paola Neri
- Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, Canada
| | - Nizar J Bahlis
- Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, Canada
| | - Evangelos Terpos
- Department of Clinical Therapeutics, Alexandra General Hospital, National and Kapodistrian University of Athens, School of Medicine, Athens, Greece
| | - Nour Moukalled
- Bone Marrow Transplantation Program, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | | | - Salomon Manier
- Department of Hematology, Lille University Hospital and INSERM UMR-S1277 and CNRS UMR9020, Lille, France
| | - Mohamad Mohty
- Sorbonne Université, Centre de Recherche Saint-Antoine INSERM UMRs938, Service d'Hématologie Clinique et de Thérapie Cellulaire, Hôpital Saint Antoine, AP-HP, Paris, France.
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Chen Z, Yang A, Chen A, Dong J, Lin J, Huang C, Zhang J, Liu H, Zeng Z, Miao W. [ 68Ga]Pentixafor PET/CT for staging and prognostic assessment of newly diagnosed multiple myeloma: comparison to [ 18F]FDG PET/CT. Eur J Nucl Med Mol Imaging 2024; 51:1926-1936. [PMID: 38286937 DOI: 10.1007/s00259-024-06621-0] [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: 12/05/2023] [Accepted: 01/17/2024] [Indexed: 01/31/2024]
Abstract
PURPOSE To evaluate the prognostic performance of [68Ga]Pentixafor PET/CT at baseline for staging of patients with newly diagnosed multiple myeloma (MM) and to compare it with [18F]FDG PET/CT and the Revised-International Staging System (R-ISS). METHODS Patients who underwent [68Ga]Pentixafor and [18F]FDG PET/CT imaging were retrospectively included. Patient staging was performed according to the Durie-Salmon PLUS staging system based on [68Ga]Pentixafor PET/CT and [18F]FDG PET/CT images, and the R-ISS. Progression-free survival (PFS) at patient follow-up was estimated using the Kaplan-Meier estimator and compared using the log-rank test. Area under the receiver operating characteristic curve (AUC) was calculated to assess predictive performance. RESULTS Fifty-five MM patients were evaluated. Compared with [18F]FDG PET, [68Ga]Pentixafor PET detected 25 patients as the same stage, while 26 patients were upstaged and 4 patients were downstaged (P = 0.001). After considering the low-dose CT data, there was no statistically significant difference in the number of patients classified in each stage using [68Ga]Pentixafor PET/CT and [18F]FDG PET/CT (P = 0.091). [68Ga]Pentixafor PET/CT-based staging discriminated PFS outcomes in patients with different disease stages (stage I vs. stage II, stage I vs. stage III, and stage II vs. stage III; all P < 0.05), whereas for [18F]FDG PET/CT, there was only a difference in median PFS between stage I and III (P = 0.021). When staged by R-ISS, the median PFS for stage III was significantly lower than that for stage I and II (P = 0.008 and 0.035, respectively). When predicting 2-year PFS based on staging, the AUC of [68Ga]Pentixafor PET/CT was significantly higher than that of [68Ga]Pentixafor PET (0.923 vs. 0.821, P = 0.002), [18F]FDG PET (0.923 vs. 0.752 P = 0.002), and R-ISS (0.923 vs. 0.776, P = 0.005). CONCLUSIONS [68Ga]Pentixafor PET/CT-based staging possesses substantial potential to predict disease progression in newly diagnosed MM patients.
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Affiliation(s)
- Zhenying Chen
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Apeng Yang
- Department of Hematology, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
| | - Aihong Chen
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Jinfeng Dong
- Department of Hematology, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
| | - Junfang Lin
- Department of Hematology, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
| | - Chao Huang
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Jiaying Zhang
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Huimin Liu
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Zhiyong Zeng
- Department of Hematology, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China.
| | - Weibing Miao
- Department of Nuclear Medicine, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China.
- Department of Nuclear Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China.
- Fujian Key Laboratory of Precision Medicine for Cancer, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China.
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Kaya G, Akin S, Tuncel M, Kiratli P. Plasmacytoma and Amyloid Lymphadenopathy, FDG, and Fluorocholine. Clin Nucl Med 2024; 49:559-560. [PMID: 38557413 DOI: 10.1097/rlu.0000000000005210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
ABSTRACT A 56-year-old man with thoracal mass suspected of solitary plasmacytoma was referred for 18 F-FDG PET-CT scan. His PET-CT revealed FDG-avid rib mass and cervical lesion at level 2. He also underwent 18 F-fluorocholine (FCH) PET-CT to evaluate possible metastatic spread of the disease. FCH PET-CT showed increased uptake at the rib mass, while the cervical lesion was not FCH-avid. Biopsies confirmed rib lesion was a solitary plasmacytoma; however, the cervical lesion was an amyloid deposited lymph node. This case showed FCH PET-CT is a valuable companion of FDG scan for the evaluation of plasma cell dyscrasias with a better specificity.
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Affiliation(s)
| | - Serkan Akin
- Division of Medical Oncology, Department of Internal Medicine, Hacettepe University Faculty of Medicine, Ankara, Turkey
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Kang H. Imaging finding of multiple myeloma presenting as soft-tissue disease mimicking extrapleural space tumors: A case report. Acta Radiol Open 2024; 13:20584601241246105. [PMID: 38835950 PMCID: PMC11149450 DOI: 10.1177/20584601241246105] [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: 12/21/2023] [Accepted: 03/24/2024] [Indexed: 06/06/2024] Open
Abstract
Extramedullary involvement of multiple myeloma is an uncommon and aggressive condition characterized by proliferation of monoclonal plasma cells located outside the bone marrow. This report describes the imaging findings of a patient who presented with continuous soft-tissue disease on the ribs, suspected as extrapleural space tumors on chest CT. The patient was diagnosed with multiple myeloma through surgical biopsy of the tumor and bone marrow.
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Affiliation(s)
- Hee Kang
- Department of Radiology, Kosin University Gospel Hospital, Kosin University College of Medicine, Busan, Korea
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Piscopo L, Scaglione M, Klain M. Artificial intelligence-based application in multiple myeloma. Eur J Nucl Med Mol Imaging 2024; 51:1923-1925. [PMID: 38587646 DOI: 10.1007/s00259-024-06711-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Affiliation(s)
- Leandra Piscopo
- Radiology Department of Surgery, Medicine and Pharmacy, University of Sassari, Sassari, Italy.
| | - Mariano Scaglione
- Radiology Department of Surgery, Medicine and Pharmacy, University of Sassari, Sassari, Italy
| | - Michele Klain
- Department of Advanced Biomedical Sciences, University of Naples "Federico II", Naples, Italy
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Marchiori S, Cousin F, Papadopoulos I, Bernard C, Thys M, De Prijck B, Pirotte M, Donneau AF, Hustinx R, Caers J, Withofs N. Prognostic value of visual IMPeTUs criteria and metabolic tumor burden at baseline [ 18F]FDG PET/CT in patients with newly diagnosed multiple myeloma. EJNMMI Res 2024; 14:51. [PMID: 38806885 PMCID: PMC11133264 DOI: 10.1186/s13550-024-01113-6] [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: 04/05/2024] [Accepted: 05/22/2024] [Indexed: 05/30/2024] Open
Abstract
BACKGROUND 2-[18F]fluoro-2-deoxy-D-glucose ([18F]FDG) positron emission tomography combined with low-dose computed tomography (PET/CT) can be used at diagnosis to identify myeloma-defining events and also provides prognostic factors. The aim of this study was to assess the prognostic significance of baseline [18F]FDG PET/CT visual IMPeTUs (Italian myeloma criteria for PET Use)-based parameters and/or total metabolic tumor volume (TMTV) in a single-center population of patients with newly diagnosed multiple myeloma (NDMM) eligible for transplantation. METHODS Patients with MM who underwent a baseline [18F]FDG PET/CT were retrospectively selected from a large internal database of the University Hospital of Liege (Liege, Belgium). Initially, all PET/CT images were visually analyzed using IMPeTUs criteria, followed by delineation of TMTV using a semi-automatic lesion delineation workflow, including [18F]FDG-positive MM focal lesions (FL) with an absolute SUV threshold set at 4.0. In a first step, to ensure PET/CT scans accurate reporting, the agreement between two nuclear medicine physicians with distinct experience was assessed. In the second step, univariable and multivariable analyses were conducted to determine the prognostic significance of [18F]FDG PET/CT parameters on progression free survival (PFS) and overall survival (OS), respectively. RESULTS A total of 40 patients with NDMM were included in the study. The observers agreement in the analysis [18F]FDG PET/CT images was substantial for the presence of spine FL, extra spine FL, at least one fracture and paramedullary disease (Cohen's kappa 0.79, 0.87, 0.75 and 0.64, respectively). For the presence of skull FL and extramedullary disease the agreement was moderate (Cohen's kappa 0.56 and 0.53, respectively). Among [18F]FDG PET/CT parameters, a high number of delineated volumes of interest (VOI) using the SUV4.0 threshold was the only independent prognostic factor associated with PFS [HR (95% CI): 1.03 (1.004-1.05), P = 0.019] while a high number of FL (n > 10; F group 4) was the only independent prognostic factor associated with OS [HR (95% CI): 19.10 (1.90-191.95), P = 0.01]. CONCLUSION Our work confirms the reproducibility IMPeTUs criteria. Furthermore, it demonstrates that a high number of FL (n > 10; IMPeTUs F group 4), reflecting a high [18F]FDG-avid tumor burden, is an independent prognostic factor for OS. The prognostic value of the TMTV delineated using a SUV4.0 threshold was not significant. Nevertheless, the count of delineated [18F]FDG-avid lesions VOI using a SUV4.0 threshold was an independent prognostic factor for PFS.
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Affiliation(s)
- Silvano Marchiori
- Division of Nuclear Medicine and Oncological Imaging, Department of Medical Physics, CHU of Liege, Liège, Belgium.
| | - François Cousin
- Division of Nuclear Medicine and Oncological Imaging, Department of Medical Physics, CHU of Liege, Liège, Belgium
| | - Iraklis Papadopoulos
- Biostatistics and Research Methods Center (B-STAT), University of Liege, Liège, Belgium
| | - Claire Bernard
- Division of Nuclear Medicine and Oncological Imaging, Department of Medical Physics, CHU of Liege, Liège, Belgium
| | - Marie Thys
- Medico-Economic Information Department / Data Analysis, CHU of Liège, Liège, Belgium
| | | | | | | | - Roland Hustinx
- Division of Nuclear Medicine and Oncological Imaging, Department of Medical Physics, CHU of Liege, Liège, Belgium
- GIGA-CRC in Vivo Imaging, University of Liege, Liège, Belgium
| | - Jo Caers
- Department of Hematology, CHU de Liège, Liège, Belgium
- Laboratory of Hematology, GIGA I3, University of Liège, Liège, Belgium
| | - Nadia Withofs
- Division of Nuclear Medicine and Oncological Imaging, Department of Medical Physics, CHU of Liege, Liège, Belgium
- GIGA-CRC in Vivo Imaging, University of Liege, Liège, Belgium
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Cui S, Guo Y, Li J, Bian W, Wu W, Zhang W, Zheng Q, Guan H, Wang J, Niu J. Development of a whole spinal MRI-based tumor burden scoring method in participants with multiple myeloma: a pilot study of prognostic significance. Ann Hematol 2024; 103:1665-1673. [PMID: 38326481 DOI: 10.1007/s00277-024-05642-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] [Received: 11/01/2023] [Accepted: 01/20/2024] [Indexed: 02/09/2024]
Abstract
The aim of the study was to develop a new whole spinal MRI-based tumor burden scoring method in participants with newly diagnosed multiple myeloma (MM) and to explore its prognostic significance. We prospectively recruited participants with newly diagnosed MM; performed whole spinal MRI (sagittal FSE T1WI, sagittal IDEAL T2WI, and axial FLAIR T2WI) on them; and collected their clinical data, early treatment response, progression-free survival (PFS), and overall survival (OS). We developed a new tumor burden scoring method according to the extent of bone marrow infiltration in five MRI patterns. All participants were divided into good response and poor response groups after four treatment cycles. Univariate, multivariate analyses, and ROC were used to determine the performance of independent predictors. Thresholds for PFS and OS were calculated using X-tile, and their prognostic significance were assessed by Kaplan-Meier. The Kruskal-Wallis H test was used to compare the differences of tumor burden score between the revised International Staging System (R-ISS) stages. The new tumor burden scoring method was used in 62 participants (median score, 12; range, 0-18). The tumor burden score (OR 1.266, p = 0.002) was an independent predictor of poor response and the AUC was 0.838. Higher tumor burden scores were associated with shorter PFS (p = 0.002) and OS (p = 0.011). The tumor burden score was higher in R-ISS-III than in R-ISS-I and R-ISS-II (p = 0.016 and p = 0.006, respectively). The tumor burden score was an excellent predictor of prognosis and may serve as a supplemental marker for R-ISS.
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Affiliation(s)
- Sha Cui
- Department of Medical Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
- Department of Radiology, Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, Shanxi, China
| | - Yinnan Guo
- Department of Pain, Fifth Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Jianting Li
- Department of Radiology, Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, Shanxi, China
| | - Wenjin Bian
- Department of Medical Imaging, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Wenqi Wu
- Department of Radiology, Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, Shanxi, China
| | - Wenjia Zhang
- Department of Radiology, Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, Shanxi, China
| | - Qian Zheng
- Department of Radiology, Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, Shanxi, China
| | - Haonan Guan
- GE Healthcare, MR Research China, Beijing, China
| | - Jun Wang
- Department of Radiology, Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, Shanxi, China
| | - Jinliang Niu
- Department of Radiology, Second Hospital of Shanxi Medical University, 382 Wuyi Road, Taiyuan, Shanxi, China.
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Murtazaliev S, Rowe SP, Sheikhbahaei S, Werner RA, Sólnes LB. Positron Emission Tomography/Computed Tomography Transformation of Oncology: Multiple Myeloma. PET Clin 2024; 19:249-260. [PMID: 38199914 DOI: 10.1016/j.cpet.2023.12.010] [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] [Indexed: 01/12/2024]
Abstract
This article provides a comprehensive review of the role of 2-deoxy-2-[18F]fluoro-d-glucose (18F FDG) positron emission tomography/computed tomography (PET/CT) in multiple myeloma (MM) and related plasma cell disorders. MM is a hematologic malignancy characterized by the neoplastic proliferation of plasma cells. 18F FDG PET/CT integrates metabolic and anatomic information, allowing for accurate localization of metabolically active disease. The article discusses the use of 18F FDG PET/CT in initial diagnosis, staging, prognostication, and assessing treatment response. Additionally, it provides valuable insights into the novel imaging targets including chemokine receptor C-X-C motif 4 and CD38.
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Affiliation(s)
- Salikh Murtazaliev
- Division of Nuclear Medicine and Molecular Imaging, The Russell H. Morgan Department of Radiology and Radiological Science at Johns Hopkins Hospital, 601 North Caroline St., JHOC 3, Baltimore, MD 21287, USA
| | - Steven P Rowe
- Division of Nuclear Medicine and Molecular Imaging, The Russell H. Morgan Department of Radiology and Radiological Science at Johns Hopkins Hospital, 601 North Caroline St., JHOC 3, Baltimore, MD 21287, USA
| | - Sara Sheikhbahaei
- Division of Nuclear Medicine and Molecular Imaging, The Russell H. Morgan Department of Radiology and Radiological Science at Johns Hopkins Hospital, 601 North Caroline St., JHOC 3, Baltimore, MD 21287, USA
| | - Rudolf A Werner
- Division of Nuclear Medicine and Molecular Imaging, The Russell H. Morgan Department of Radiology and Radiological Science at Johns Hopkins Hospital, 601 North Caroline St., JHOC 3, Baltimore, MD 21287, USA; Department of Nuclear Medicine, University Hospital Würzburg, Würzburg, Germany
| | - Lilja B Sólnes
- Division of Nuclear Medicine and Molecular Imaging, The Russell H. Morgan Department of Radiology and Radiological Science at Johns Hopkins Hospital, 601 North Caroline St., JHOC 3, Baltimore, MD 21287, USA.
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Boehler C, Ozgur H, Le C, Rogers S. Extramedullary Plasmacytoma of the Maxillary Sinuses in a Patient With Multiple Myeloma. OTO Open 2024; 8:e144. [PMID: 38863484 PMCID: PMC11165674 DOI: 10.1002/oto2.144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 04/23/2024] [Accepted: 04/27/2024] [Indexed: 06/13/2024] Open
Affiliation(s)
- Caleb Boehler
- Department of Medical ImagingUniversity of ArizonaTucsonArizonaUSA
| | - Hasan Ozgur
- Department of Medical ImagingUniversity of ArizonaTucsonArizonaUSA
| | - Christopher Le
- Department of Otolaryngology–Head and Neck SurgeryTucsonUSA
| | - Samuel Rogers
- Department of Medical ImagingUniversity of ArizonaTucsonArizonaUSA
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An S, Huang G, Yu X, Liu J, Chen Y. The added diagnostic value of 18 F-FDG PET/CT radiomic analysis in multiple myeloma patients with negative visual analysis. Nucl Med Commun 2024; 45:244-252. [PMID: 38165165 DOI: 10.1097/mnm.0000000000001809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
PURPOSE A small number of patients diagnosed with multiple myeloma (MM) by bone marrow aspiration reported as being disease-free on 18 F-FDG PET/CT. We aim to evaluate the diagnostic value of radiomics approach in patients with MM who were negative by visual analysis. MATERIALS AND METHODS Thirty-three patients judged negative by visual analysis were assigned to the MM group. Contemporaneous 31 disease-free patients served as the control group. 70% of the whole data set was used as training set (23 from MM group and 22 from control group) and 30% as testing set (10 from MM group and 9 from control group). Axial skeleton volumes were automatically segmented and high-dimensional imaging features were extracted from PET and CT. The unsupervised machine learning method was used to filter and reduce the dimensions of the extracted features. Random forest was used to construct the prediction model and then validated with 10-fold cross-validation and evaluated on the independent testing set. RESULTS One thousand seven hundred two quantitative features were extracted from PET and CT. Of those, three first-order and one high-order imaging features were uncorrelated. With the cross-validation on the training group, the sensitivity, specificity, accuracy and area under the curve of random forest were 0.850, 0.792, 0.818 and 0.894, respectively. On the independent testing set, the accuracy of the model was 0.850 and the area under the curve was 0.909. CONCLUSION Radiomic analysis based on 18 F-FDG PET/CT using machine learning model provides a quantitative, objective and efficient mechanism for diagnosing patients with MM who were negative by visual analysis.
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Affiliation(s)
- Shuxian An
- Department of Nuclear Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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Wadhwa A, Wang S, Patiño-Escobar B, Bidkar AP, Bobba KN, Chan E, Meher N, Bidlingmaier S, Su Y, Dhrona S, Geng H, Sarin V, VanBrocklin HF, Wilson DM, He J, Zhang L, Steri V, Wong SW, Martin TG, Seo Y, Liu B, Wiita AP, Flavell RR. CD46-Targeted Theranostics for PET and 225Ac-Radiopharmaceutical Therapy of Multiple Myeloma. Clin Cancer Res 2024; 30:1009-1021. [PMID: 38109209 PMCID: PMC10905524 DOI: 10.1158/1078-0432.ccr-23-2130] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 09/26/2023] [Accepted: 12/13/2023] [Indexed: 12/20/2023]
Abstract
PURPOSE Multiple myeloma is a plasma cell malignancy with an unmet clinical need for improved imaging methods and therapeutics. Recently, we identified CD46 as an overexpressed therapeutic target in multiple myeloma and developed the antibody YS5, which targets a cancer-specific epitope on this protein. We further developed the CD46-targeting PET probe [89Zr]Zr-DFO-YS5 for imaging and [225Ac]Ac-DOTA-YS5 for radiopharmaceutical therapy of prostate cancer. These prior studies suggested the feasibility of the CD46 antigen as a theranostic target in multiple myeloma. Herein, we validate [89Zr]Zr-DFO-YS5 for immunoPET imaging and [225Ac]Ac-DOTA-YS5 for radiopharmaceutical therapy of multiple myeloma in murine models. EXPERIMENTAL DESIGN In vitro saturation binding was performed using the CD46 expressing MM.1S multiple myeloma cell line. ImmunoPET imaging using [89Zr]Zr-DFO-YS5 was performed in immunodeficient (NSG) mice bearing subcutaneous and systemic multiple myeloma xenografts. For radioligand therapy, [225Ac]Ac-DOTA-YS5 was prepared, and both dose escalation and fractionated dose treatment studies were performed in mice bearing MM1.S-Luc systemic xenografts. Tumor burden was analyzed using BLI, and body weight and overall survival were recorded to assess antitumor effect and toxicity. RESULTS [89Zr]Zr-DFO-YS5 demonstrated high affinity for CD46 expressing MM.1S multiple myeloma cells (Kd = 16.3 nmol/L). In vitro assays in multiple myeloma cell lines demonstrated high binding, and bioinformatics analysis of human multiple myeloma samples revealed high CD46 expression. [89Zr]Zr-DFO-YS5 PET/CT specifically detected multiple myeloma lesions in a variety of models, with low uptake in controls, including CD46 knockout (KO) mice or multiple myeloma mice using a nontargeted antibody. In the MM.1S systemic model, localization of uptake on PET imaging correlated well with the luciferase expression from tumor cells. A treatment study using [225Ac]Ac-DOTA-YS5 in the MM.1S systemic model demonstrated a clear tumor volume and survival benefit in the treated groups. CONCLUSIONS Our study showed that the CD46-targeted probe [89Zr]Zr-DFO-YS5 can successfully image CD46-expressing multiple myeloma xenografts in murine models, and [225Ac]Ac-DOTA-YS5 can effectively inhibit the growth of multiple myeloma. These results demonstrate that CD46 is a promising theranostic target for multiple myeloma, with the potential for clinical translation.
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Affiliation(s)
- Anju Wadhwa
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
| | - Sinan Wang
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, China
| | - Bonell Patiño-Escobar
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
- Department of Laboratory Medicine, University of California, San Francisco, California
| | - Anil P. Bidkar
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
| | - Kondapa Naidu Bobba
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
| | - Emily Chan
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
- Department of Laboratory Medicine, University of California, San Francisco, California
| | - Niranjan Meher
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
| | - Scott Bidlingmaier
- Department of Anesthesia, University of California, San Francisco, California
| | - Yang Su
- Department of Anesthesia, University of California, San Francisco, California
| | - Suchi Dhrona
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
| | - Huimin Geng
- Department of Laboratory Medicine, University of California, San Francisco, California
| | - Vishesh Sarin
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
- Department of Laboratory Medicine, University of California, San Francisco, California
| | - Henry F. VanBrocklin
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
| | - David M. Wilson
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
| | - Jiang He
- Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia
| | - Li Zhang
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
- Department of Medicine, Department of Epidemiology and Biostatistics, University of California, San Francisco, California
| | - Veronica Steri
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
| | - Sandy W. Wong
- Department of Medicine, Division of Hematology/Oncology, University of California, San Francisco, California
| | - Thomas G. Martin
- Department of Medicine, Division of Hematology/Oncology, University of California, San Francisco, California
| | - Youngho Seo
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
| | - Bin Liu
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
- Department of Anesthesia, University of California, San Francisco, California
| | - Arun P. Wiita
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
- Department of Laboratory Medicine, University of California, San Francisco, California
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California
- Chan Zuckerberg Biohub, San Francisco, California
| | - Robert R. Flavell
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California
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Xiong X, Hong R, Fan X, Hao Z, Zhang X, Zhang Y, Hu C. Quantitative assessment of bone marrow infiltration and characterization of tumor burden using dual-layer spectral CT in patients with multiple myeloma. Radiol Oncol 2024; 58:43-50. [PMID: 38183278 PMCID: PMC10878765 DOI: 10.2478/raon-2024-0003] [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: 08/18/2023] [Accepted: 10/31/2023] [Indexed: 01/08/2024] Open
Abstract
BACKGROUND The aim of the study was to evaluate whether virtual calcium subtraction (VNCa) image extracted from dual-layer spectral CT could estimate bone marrow (BM) infiltration with MRI as the reference standard and characterize tumor burden in patients with multiple myeloma (MM). PATIENTS AND METHODS Forty-seven patients with newly diagnosed MM were retrospectively enrolled. They had undergone whole-body low-dose dual-layer spectral CT (DLCT) and whole-body MRI within one week. VNCa images with calcium-suppressed (CaSupp) indices ranging from 25 to 95 at an interval of 10 and apparent diffusion coefficient (ADC) maps were quantitatively analyzed on vertebral bodies L1-L5 at the central slice of images. The optimal combination was selected by correlation analysis between CT numbers and ADC values. Then, it was used to characterize tumor burden by correlation analysis and receiver operating characteristic (ROC) curves analysis, including plasma cell infiltration rate (PCIR), high serum-free light chains (SFLC) ratio and the high-risk cytogenetic (HRC) status. RESULTS The most significant quantitative correlation between CT numbers of VNCa images and ADC values could be found at CaSupp index 85 for averaged L1-L5 (r = 0.612, p < 0.001). It allowed quantitative evaluation of PCIR (r = 0.835, p < 0.001). It could also anticipate high SFLC ratio and the HRC status with area under the curve (AUC) of 0.876 and 0.760, respectively. CONCLUSIONS The VNCa measurements of averaged L1-L5 showed the highest correlation with ADC at CaSupp index 85. It could therefore be used as additional imaging biomarker for non-invasive assessment of tumor burden if ADC is not feasible.
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Affiliation(s)
- Xing Xiong
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Rong Hong
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Xu Fan
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Zhengmei Hao
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Xiaohui Zhang
- Department of Clinical Science, Philips Healthcare Greater China, Shanghai, China
| | - Yu Zhang
- Department of Radiology, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, China
| | - Chunhong Hu
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
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Liu X, Jiang H, Wang X. Advances in Cancer Research: Current and Future Diagnostic and Therapeutic Strategies. BIOSENSORS 2024; 14:100. [PMID: 38392019 PMCID: PMC10886776 DOI: 10.3390/bios14020100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/23/2024] [Accepted: 02/06/2024] [Indexed: 02/24/2024]
Abstract
Cancers of unknown primary (CUP) exhibit significant cellular heterogeneity and malignancy, which poses significant challenges for diagnosis and treatment. Recent years have seen deeper insights into the imaging, pathology, and genetic characteristics of CUP, driven by interdisciplinary collaboration and the evolution of diagnostic and therapeutic strategies. However, due to their insidious onset, lack of evidence-based medicine, and limited clinical understanding, diagnosing and treating CUP remain a significant challenge. To inspire more creative and fantastic research, herein, we report and highlight recent advances in the diagnosis and therapeutic strategies of CUP. Specifically, we discuss advanced diagnostic technologies, including 12-deoxy-2-[fluorine-18]fluoro-D-glucose integrated with computed tomography (18F-FDG PET/CT) or 68Ga-FAPI (fibroblast activation protein inhibitor) PET/CT, liquid biopsy, molecular diagnostics, self-assembling nanotechnology, and artificial intelligence (AI). In particular, the discussion will extend to the effective treatment techniques currently available, such as targeted therapies, immunotherapies, and bio-nanotechnology-based therapeutics. Finally, a novel perspective on the challenges and directions for future CUP diagnostic and therapeutic strategies is discussed.
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Affiliation(s)
- Xiaohui Liu
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China
| | - Hui Jiang
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China
| | - Xuemei Wang
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China
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Zirakchian Zadeh M. The role of conventional and novel PET radiotracers in assessment of myeloma bone disease. Bone 2024; 179:116957. [PMID: 37972747 DOI: 10.1016/j.bone.2023.116957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 11/06/2023] [Accepted: 11/07/2023] [Indexed: 11/19/2023]
Abstract
Over 80 % of patients with multiple myeloma (MM) experience osteolytic bone lesions, primarily due to an imbalanced interaction between osteoclasts and osteoblasts. This imbalance can lead to several adverse outcomes such as pain, fractures, limited mobility, and neurological impairments. Myeloma bone disease (MBD) raises the expense of management in addition to being a major source of disability and morbidity in myeloma patients. Whole-body x-ray radiography was the gold standard imaging modality for detecting lytic lesions. Osteolytic lesions are difficult to identify at an earlier stage on X-ray since the lesions do not manifest themselves on conventional radiographs until at least 30 % to 50 % of the bone mass has been destroyed. Hence, early diagnosis of osteolytic lesions necessitates the utilization of more complex and advanced imaging modalities, such as PET. One of the PET radiotracers that has been frequently investigated in MM is 18F-FDG, which has demonstrated a high level of sensitivity and specificity in detecting myeloma lesions. However, 18F-FDG PET/CT has several restrictions, and therefore the novel PET tracers that can overcome the limitations of 18F-FDG PET/CT should be further examined in assessment of MBD. The objective of this review article is to thoroughly examine the significance of both conventional and novel PET radiotracers in the assessment of MBD. The intention is to present the information in a manner that would be easily understood by healthcare professionals from diverse backgrounds, while minimizing the use of complex nuclear medicine terminology.
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Affiliation(s)
- Mahdi Zirakchian Zadeh
- Molecular Imaging and Therapy and Interventional Radiology Services, Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA.
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Ikeda D, Terao T, Oura M, Uehara A, Tabata R, Narita K, Takeuchi M, Machida Y, Matsue K. Analysis of baseline circulating tumor cells integrated with PET/CT findings in transplant-ineligible multiple myeloma. Blood Adv 2024; 8:37-46. [PMID: 38150271 PMCID: PMC10784675 DOI: 10.1182/bloodadvances.2023011890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 11/06/2023] [Indexed: 12/28/2023] Open
Abstract
ABSTRACT We aimed to improve prognostic predictors in patients with transplant-ineligible multiple myeloma (TIE-MM) by combining baseline circulating clonal tumor cells (CTCs) and positron emission tomography/computed tomography (PET/CT) findings. The factors associated with prognosis were retrospectively investigated in 126 patients with TIE-MM who underwent CTC quantification by multiparameter flow cytometry and PET/CT at the initial presentation. The total lesion glycolysis (TLG) level was calculated using the Metavol software. The median percentage of CTC was 0.06% (range, 0%-4.82%), and 54 patients (42.9%) demonstrated high CTC levels. High CTC levels were associated with significantly poorer progression-free survival (PFS, 2-year 43.4% vs 68.1%; P < .001) and overall survival (OS, 5-year 39.0% vs 68.3%; P < .001). Similarly, high TLG levels significantly worsened the PFS (2-year, 41.2% vs 67.6%; P = .038) and OS (5-year, 37.7% vs 63.1%; P = .019). The multivariate analyses showed that Revised International Staging System (R-ISS) III, high CTC and TLG levels, and complete response were significant prognostic factors for PFS and OS. A novel predictive model was constructed using CTCs, TLG, and R-ISS III. The patients were stratified into 3 groups according to the number of risk factors, revealing an extremely high-risk group with a 2-year PFS of 0% and a 5-year OS of 20%. Patients without any high-risk features had better prognosis, with a 2-year PFS of 78.6% and a 5-year OS of 79.5%. The combination of CTCs and volumetric assessment of PET/CT at diagnosis augments the existing stratification systems and may pave the way for a risk-adapted treatment approach.
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Affiliation(s)
- Daisuke Ikeda
- Division of Hematology/Oncology, Department of Medicine, Kameda Medical Center, Chiba, Japan
| | - Toshiki Terao
- Department of Hematology and Oncology, Okayama University Hospital, Okayama, Japan
| | - Mitsuaki Oura
- Division of Hematology/Oncology, Department of Medicine, Kameda Medical Center, Chiba, Japan
| | - Atsushi Uehara
- Division of Hematology/Oncology, Department of Medicine, Kameda Medical Center, Chiba, Japan
| | - Rikako Tabata
- Division of Hematology/Oncology, Department of Medicine, Kameda Medical Center, Chiba, Japan
| | - Kentaro Narita
- Division of Hematology/Oncology, Department of Medicine, Kameda Medical Center, Chiba, Japan
| | - Masami Takeuchi
- Division of Hematology/Oncology, Department of Medicine, Kameda Medical Center, Chiba, Japan
| | - Youichi Machida
- Department of Radiology, Kameda Medical Center, Chiba, Japan
| | - Kosei Matsue
- Division of Hematology/Oncology, Department of Medicine, Kameda Medical Center, Chiba, Japan
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50
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Bernardi S, Bianchi S, Lupi E, Gerardi D, Macchiarelli G, Varvara G. Plasmacytoma in the Maxillary Jaw: A Diagnostic and Therapeutic Challenge. Hematol Rep 2024; 16:22-31. [PMID: 38247993 PMCID: PMC10801570 DOI: 10.3390/hematolrep16010003] [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: 06/19/2023] [Revised: 10/02/2023] [Accepted: 01/02/2024] [Indexed: 01/23/2024] Open
Abstract
Plasmacytoma is a neoplastic disorder originating from plasma cells, with bone and soft tissue being common sites of manifestation. This report presents the clinical and radiological findings of a 65-year-old female patient who presented with an exophytic lesion in the upper right lateral incisor region. The lesion appeared as a unilocular radiotransparent area in imaging tests. Following an excisional biopsy, histological and immunohistochemical evaluations confirmed the presence of mature plasmacellular elements and small infiltrates of B and T lymphocytes. The patient did not exhibit systemic manifestations of multiple myeloma. Surgical intervention, in the form of enucleation of the lesion combined with root canal treatment and apicoectomy, was performed. This case underscores the rare occurrence of plasmacytoma in the jaw region and highlights the importance of surgical management in cases where structural damage or functional impairment is present. Further research on novel treatment approaches is also mentioned, including targeted therapies, immunomodulatory agents, and monoclonal antibodies. The patient is currently under the care of a hematologist for further investigation and the choice of the most appropriate therapy.
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Affiliation(s)
- Sara Bernardi
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (S.B.); or (D.G.); (G.M.)
| | - Serena Bianchi
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (S.B.); or (D.G.); (G.M.)
| | - Ettore Lupi
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy;
| | - Davide Gerardi
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (S.B.); or (D.G.); (G.M.)
- Department of Innovative Technologies in Medicine & Dentistry, University “G. d’Annunzio” of Chieti-Pescara, 66100 Chieti, Italy;
| | - Guido Macchiarelli
- Department of Life, Health and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (S.B.); or (D.G.); (G.M.)
| | - Giuseppe Varvara
- Department of Innovative Technologies in Medicine & Dentistry, University “G. d’Annunzio” of Chieti-Pescara, 66100 Chieti, Italy;
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