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Musto P, Engelhardt M, van de Donk NWCJ, Gay F, Terpos E, Einsele H, Fernández de Larrea C, Sgherza N, Bolli N, Katodritou E, Gentile M, Royer B, Derudas D, Jelinek T, Zamagni E, Rosiñol L, Paiva B, Caers J, Kaiser M, Beksac M, Hájek R, Spencer A, Ludwig H, Cavo M, Bladé J, Moreau P, Mateos MV, San-Miguel JF, Dimopoulos MA, Boccadoro M, Sonneveld P. European Myeloma Network Group review and consensus statement on primary plasma cell leukemia. Ann Oncol 2025; 36:361-374. [PMID: 39924085 DOI: 10.1016/j.annonc.2025.01.022] [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: 09/16/2024] [Revised: 01/24/2025] [Accepted: 01/30/2025] [Indexed: 02/11/2025] Open
Abstract
BACKGROUND Primary plasma cell leukemia (PPCL) is the most aggressive disorder among plasma cell malignancies, with new diagnostic criteria recently established by the International Myeloma Working Group. Studies have shown that PPCL patients receiving a combination of novel agents, but not eligible for transplantation, may have a median survival up to 2 years, extended to 3 years or more in those undergoing transplant procedures. These findings remain unsatisfactory, particularly if compared with progresses obtained in multiple myeloma. DESIGN A European Myeloma Network (EMN) expert panel reviewed the most recent literature and selected the areas of major concern in the management of PPCL by generating and rank ordering key questions using the criterion of clinical relevance. Multistep procedures were utilized to achieve a consensus on recommendations. The Delphi questionnaire method was used and a consensus of at least 80% was reached for all final statements. RESULTS An extended overview of current biological, clinical, prognostic, and therapeutic aspects of PPCL, including ongoing and close to start clinical trials, is presented. Furthermore, updated guidelines for the management of PPCL and practical recommendations are provided, in the context of current knowledge about this disease, also looking at possible future perspectives to ameliorate the outcome of these patients. CONCLUSIONS PPCL still remains an unmet clinical need. Notwithstanding, some not negligible progresses have been recently achieved. The European Myeloma Network panel strongly support ongoing and planned clinical trials, as well as biological studies based on novel technologies, strategies, and treatment options that could represent breakthroughs we have been waiting for too long.
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Affiliation(s)
- P Musto
- Department of Precision and Regenerative Medicine and Ionian Area, "Aldo Moro" University School of Medicine, Bari, Italy; Hematology and Stem Cell Transplantation Unit, AOU Consorziale Policlinico, Bari, Italy.
| | - M Engelhardt
- University of Freiburg Medical Center, Faculty of Freiburg, Freiburg, Germany
| | - N W C J van de Donk
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Hematology, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - F Gay
- Division of Hematology, AOU Città della Salute e della Scienza di Torino, University of Torino, Turin, Italy; Department of Molecular Biotechnology and Health Sciences, University of Torino, Turin, Italy
| | - E Terpos
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Alexandra General Hospital, Athens, Greece
| | - H Einsele
- University Hospital Würzburg, Department of Internal Medicine II, Würzburg, Germany
| | | | - N Sgherza
- Hematology and Stem Cell Transplantation Unit, AOU Consorziale Policlinico, Bari, Italy
| | - N Bolli
- Department of Oncology and Onco-Hematology, University of Milan, Milan, Italy; Section of Hematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - E Katodritou
- Department of Hematology, Theagenion Cancer Hospital, Thessaloniki, Greece
| | - M Gentile
- Hematology Unit, Department of Onco-hematology, A.O. of Cosenza, Cosenza, Italy; Department of Pharmacy, Health and Nutritional Science, University of Calabria, Rende, Italy
| | - B Royer
- Immuno-Hematology Unit, St Louis, APHP, Paris, France
| | - D Derudas
- Department of Hematology and Bone Marrow Transplant Center, Oncologic Hospital "A. Businco", Cagliari, Italy
| | - T Jelinek
- Department of Hematooncology, University Hospital Ostrava and Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - 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
| | - L Rosiñol
- Hematology Department, Amyloidosis and Myeloma Unit, Hospital Clínic, IDIBAPS, Barcelona, Spain
| | - B Paiva
- Clínica Universidad de Navarra, Centro de Investigación Médica Aplicada, Universidad de Navarra, CCUN, IDISNA, CIBER-ONC CB16/12/00369, Pamplona, Spain
| | - J Caers
- Department of Hematology, CHU de Liège, Liège, Belgium
| | - M Kaiser
- The Institute of Cancer Research and The Royal Marsden Hospital, London, UK
| | - M Beksac
- Istinye University - Ankara Liv Hospital, Kavaklıdere, Ankara, Turkey
| | - R Hájek
- Department of Haematooncology, University Hospital Ostrava, Ostrava, Czech Republic; Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - A Spencer
- Alfred Health-Monash University, Melbourne, Australia
| | - H Ludwig
- Wilhelminen Cancer Research Institute, c/o Department of Medicine I, Center for Oncology and Hematology, Clinic Ottakring, Vienna, Austria
| | - M Cavo
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli", Bologna, Italy; Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - J Bladé
- Department of Hematology, Hospital Clínic, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - P Moreau
- Hematology Department, University Hospital Hôtel-Dieu, Nantes, France
| | - M-V Mateos
- University Hospital of Salamanca/IBSAL/CIC/CIBERONC, Salamanca
| | - J F San-Miguel
- Cancer Center, Clínica Universidad de Navarra, CIMA, IDISNA, CIBERONC, Pamplona, Spain
| | - M A Dimopoulos
- National and Kapodistrian University of Athens, Department of Therapeutics, Athens, Greece
| | - M Boccadoro
- European Myeloma Network (EMN), Turin, Italy
| | - P Sonneveld
- Department of Hematology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
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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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Tagliafico AS, Valle C, Bonaffini PA, Attieh A, Bauckneht M, Belgioia L, Bignotti B, Brunetti N, Bonsignore A, Capaccio E, De Giorgis S, Garlaschi A, Morbelli S, Rossi F, Torri L, Caprioli S, Tosto S, Cea M, Dominietto A. Myeloma Spine and Bone Damage Score (MSBDS) on Whole-Body Computed Tomography (WBCT): Multiple Reader Agreement in a Multicenter Reliability Study. Diagnostics (Basel) 2022; 12:1894. [PMID: 36010244 PMCID: PMC9407006 DOI: 10.3390/diagnostics12081894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 07/19/2022] [Accepted: 08/02/2022] [Indexed: 11/24/2022] Open
Abstract
Objective: To assess the reliability of the myeloma spine and bone damage score (MSBDS) across multiple readers with different levels of expertise and from different institutions. Methods: A reliability exercise, including 104 data sets of static images and complete CT examinations of patients affected by multiple myeloma (MM), was performed. A complementary imaging atlas provided detailed examples of the MSBDS scores, including low-risk and high-risk lesions. A total of 15 readers testing the MSBDS were evaluated. ICC estimates and their 95% confidence intervals were calculated based on mean rating (k = 15), absolute agreement, a two-way random-effects model and Cronbach's alpha. Results: Overall, the ICC correlation coefficient was 0.87 (95% confidence interval: 0.79-0.92), and the Cronbach's alpha was 0.93 (95% confidence interval: 0.94-0.97). Global inter- and intra-observer agreement among the 15 readers with scores below or equal to 6 points and scores above 6 points were 0.81 (95% C.I.: 0.72-0.86) and 0.94 (95% C.I.:0.91-0.98), respectively. Conclusion: We present a consensus-based semiquantitative scoring systems for CT in MM with a complementary CT imaging atlas including detailed examples of relevant scoring techniques. We found substantial agreement among readers with different levels of experience, thereby supporting the role of the MSBDS for possible large-scale applications. Significance and Innovations • Based on previous work and definitions of the MSBDS, we present real-life reliability data for quantitative bone damage assessment in multiple myeloma (MM) patients on CT. • In this study, reliability for the MSBDS, which was tested on 15 readers with different levels of expertise and from different institutions, was shown to be moderate to excellent. • The complementary CT imaging atlas is expected to enhance unified interpretations of the MSBDS between different professionals dealing with MM patients in their routine clinical practice.
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Affiliation(s)
- Alberto Stefano Tagliafico
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Clarissa Valle
- School of Medicine, University Milano Bicocca, 20126 Milan, Italy
- Department of Diagnostic Radiology, Papa Giovanni XXIII Hospital, 24127 Bergamo, Italy
| | - Pietro Andrea Bonaffini
- School of Medicine, University Milano Bicocca, 20126 Milan, Italy
- Department of Diagnostic Radiology, Papa Giovanni XXIII Hospital, 24127 Bergamo, Italy
| | - Ali Attieh
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Matteo Bauckneht
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Liliana Belgioia
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | | | - Nicole Brunetti
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Alessandro Bonsignore
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | | | - Sara De Giorgis
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | | | - Silvia Morbelli
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Federica Rossi
- Department of Radiology, Ospedale Santa Corona, 17027 Pietra Ligure, Italy
| | - Lorenzo Torri
- Department of Vascular Surgery, AOU Pisana, 56124 Pisa, Italy
| | - Simone Caprioli
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
- Department of Internal Medicine, University of Genoa, 16132 Genoa, Italy
| | - Simona Tosto
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Michele Cea
- Ospedale Policlinico San Martino, 16132 Genoa, Italy
- Department of Internal Medicine, University of Genoa, 16132 Genoa, Italy
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