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Mallio CA, Tomarchio V, Pulcini F, Verducci E, Bernetti C, Tafuri MA, Greco F, Rigacci L, Zobel BB, Annibali O. Trabecular Attenuation of L1 in Adult Patients with Multiple Myeloma: An Observational Study on Low-Dose CT Images. Hematol Rep 2024; 16:624-635. [PMID: 39449304 PMCID: PMC11503432 DOI: 10.3390/hematolrep16040061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Revised: 10/07/2024] [Accepted: 10/16/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND The aim of this study was to evaluate the impact of trabecular attenuation of the L1 vertebral body in low-dose CT in adult patients with multiple myeloma (MM), smoldering multiple myeloma (SMM), and monoclonal gammopathy of undetermined significance (MGUS). MATERIALS AND METHODS The study population consisted of 22 patients with MGUS and 51 consecutive patients with newly diagnosed MM (SMM, n = 21; symptomatic MM, n = 36). CT scans were conducted using a 128-slice CT scanner (Somatom go.Top, Siemens, Munich, Germany). Low-dose whole-body CT scans were performed at a single time point for each patient. Trabecular bone density values were obtained by defining regions of interest on non-contrast images at the level of L1 vertebra. A threshold of p = 0.05 was applied to determine statistical significance. RESULTS The median Hounsfield unit (HU) value in patients with MGUS, SMM, and MM was 148 HU (range 81-190), 130 HU (range 93-193), and 92 HU (range 26-190), respectively, with a statistically significant difference between the groups (p = 0.0015). Patients with HU values ≤ 92 had lower progression-free survival with statistically significant differences compared to the group with HU values > 92 (p < 0.0499). CONCLUSIONS This is the earliest evidence of the importance of evaluating L1 attenuation values in low-dose CT images in patients with MGUS, SMM, and MM. Further prospective studies could contribute to reinforcing these results and exploring the clinical applicability and generalization of L1 attenuation values in low-dose whole-body CT scans in routine clinical practice.
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Affiliation(s)
- Carlo Augusto Mallio
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.A.M.); (V.T.); (F.P.); (E.V.); (C.B.); (M.A.T.); (L.R.); (B.B.Z.); (O.A.)
- Research Unit Diagnostic Imaging, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
| | - Valeria Tomarchio
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.A.M.); (V.T.); (F.P.); (E.V.); (C.B.); (M.A.T.); (L.R.); (B.B.Z.); (O.A.)
- Research Unit of Hematology and Stem Cell Transplantation, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
| | - Francesco Pulcini
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.A.M.); (V.T.); (F.P.); (E.V.); (C.B.); (M.A.T.); (L.R.); (B.B.Z.); (O.A.)
- Research Unit Diagnostic Imaging, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
| | - Edoardo Verducci
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.A.M.); (V.T.); (F.P.); (E.V.); (C.B.); (M.A.T.); (L.R.); (B.B.Z.); (O.A.)
- Research Unit Diagnostic Imaging, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
| | - Caterina Bernetti
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.A.M.); (V.T.); (F.P.); (E.V.); (C.B.); (M.A.T.); (L.R.); (B.B.Z.); (O.A.)
- Research Unit Diagnostic Imaging, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
| | - Maria Antonietta Tafuri
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.A.M.); (V.T.); (F.P.); (E.V.); (C.B.); (M.A.T.); (L.R.); (B.B.Z.); (O.A.)
- Research Unit of Hematology and Stem Cell Transplantation, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
| | - Federico Greco
- Research Unit Diagnostic Imaging, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
- Department of Radiology, Cittadella della Salute, Azienda Sanitaria Locale di Lecce, Piazza Filippo Bottazzi, 2, 73100 Lecce, Italy
| | - Luigi Rigacci
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.A.M.); (V.T.); (F.P.); (E.V.); (C.B.); (M.A.T.); (L.R.); (B.B.Z.); (O.A.)
- Research Unit of Hematology and Stem Cell Transplantation, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
| | - Bruno Beomonte Zobel
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.A.M.); (V.T.); (F.P.); (E.V.); (C.B.); (M.A.T.); (L.R.); (B.B.Z.); (O.A.)
- Research Unit Diagnostic Imaging, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
| | - Ombretta Annibali
- Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; (C.A.M.); (V.T.); (F.P.); (E.V.); (C.B.); (M.A.T.); (L.R.); (B.B.Z.); (O.A.)
- Research Unit of Hematology and Stem Cell Transplantation, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy
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Pizzuto DA, Calandriello L, De Martino I, De Micheli ML, De Summa M, Annunziata S. Positron emission tomography/magnetic resonance in musculoskeletal disorders: proper sequences and workflow optimization. Clin Transl Imaging 2024; 12:253-261. [DOI: 10.1007/s40336-023-00611-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 12/17/2023] [Indexed: 04/23/2025]
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Barilà G, Crimì F, Arangio Febbo M, Pavan L, Vedovato S, Cabrelle G, Zanon C, Campi C, Cecchin D, Zucchetta P, Lacognata C, Semenzato G, Zambello R. Imaging minimal residual disease evaluation in multiple myeloma using [ 18F]FDG PET/MRI. Leuk Lymphoma 2023; 64:503-506. [PMID: 36382776 DOI: 10.1080/10428194.2022.2142053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- Gregorio Barilà
- Hematology Unit, Azienda ULSS3 Serenissima, Ospedale dell'Angelo, Venezia-Mestre, Italy
| | - Filippo Crimì
- Department of Medicine (DIMED), Institute of Radiology, Padua University School of Medicine, Padova, Italy
| | - Massimiliano Arangio Febbo
- Department of Medicine (DIMED), Hematology and Clinical Immunology, Padua University School of Medicine, Padova, Italy
| | - Laura Pavan
- Department of Medicine (DIMED), Hematology and Clinical Immunology, Padua University School of Medicine, Padova, Italy
| | | | - Giulio Cabrelle
- Department of Medicine (DIMED), Institute of Radiology, Padua University School of Medicine, Padova, Italy
| | - Chiara Zanon
- Department of Medicine (DIMED), Institute of Radiology, Padua University School of Medicine, Padova, Italy
| | - Cristina Campi
- Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
| | - Diego Cecchin
- Department of Medicine (DIMED), Nuclear Medicine Unit, School of Medicine, University Hospital of Padova, Padova, Italy
| | - Pietro Zucchetta
- Department of Medicine (DIMED), Nuclear Medicine Unit, School of Medicine, University Hospital of Padova, Padova, Italy
| | - Carmelo Lacognata
- Department of Medicine (DIMED), Institute of Radiology, Padua University School of Medicine, Padova, Italy
| | - Gianpietro Semenzato
- Department of Medicine (DIMED), Hematology and Clinical Immunology, Padua University School of Medicine, Padova, Italy
| | - Renato Zambello
- Department of Medicine (DIMED), Hematology and Clinical Immunology, Padua University School of Medicine, Padova, Italy
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Pop VS, Tomoaia G, Parvu A. Modern imaging techniques for monitoring patients with multiple myeloma. Med Pharm Rep 2022; 95:377-384. [PMID: 36506611 PMCID: PMC9694753 DOI: 10.15386/mpr-2215] [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: 05/18/2021] [Revised: 12/12/2021] [Accepted: 12/30/2021] [Indexed: 12/15/2022] Open
Abstract
Bone disease is a serious problem for many patients, often causing pathological bone fractures. A spinal collapse is a condition that affects the quality of life. It is the most frequent feature of multiple myeloma (MM), used in establishing the diagnosis and the need to start treatment. Because of these complications, imaging plays a vital role in the diagnosis and workup of myeloma patients. For many years, conventional radiography has been considered the gold standard for detecting bone lesions. The main reasons are the wide availability, low cost, the relatively low radiation dose and the ability of this imaging method to cover the entire bone system. Because of its incapacity to evaluate the response to therapy, more sophisticated techniques such as whole-body low-dose computed tomography (WBLDCT), whole-body magnetic resonance imaging, and 18F-fluorodeoxyglucose-positron emission tomography/computed tomography (PET/CT) are used. In this review, some of the advantages, indications and applications of the three techniques in managing patients with MM will be discussed. The European Myeloma Network guidelines have recommended WBLDCT as the imaging modality of choice for the initial assessment of MM-related lytic bone lesions. Magnetic resonance imaging is the gold-standard imaging modality for the detection of bone marrow involvement. One of the modern imaging methods and PET/CT can provide valuable prognostic data and is the preferred technique for assessing response to therapy.
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Affiliation(s)
- Vlad Stefan Pop
- Hematology Department, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania; Hematology Department, “Prof. Dr. Ioan Chiricuta” Oncological Institute, Cluj-Napoca, Romania
| | - Gheorghe Tomoaia
- Orthopedics and Traumatology Department, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania,Academy of Romanian Scientists, Bucharest, Romania
| | - Andrada Parvu
- Hematology Department, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania; Hematology Department, “Prof. Dr. Ioan Chiricuta” Oncological Institute, Cluj-Napoca, Romania
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5
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Neubauer J, Neubauer J. Zentral fettisodense Osteolysen bei Erstdiagnose eines multiplen
Myeloms. ROFO-FORTSCHR RONTG 2022. [DOI: 10.1055/s-0042-1756605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- J Neubauer
- Universitätsklinikum Freiburg, Radiologie,
Freiburg
| | - J Neubauer
- Institut für Diagnostische und Interventionelle Radiologie,
Universitätsklinikum Freiburg, Freiburg
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Treitl KM, Ricke J, Baur-Melnyk A. Whole-body magnetic resonance imaging (WBMRI) versus whole-body computed tomography (WBCT) for myeloma imaging and staging. Skeletal Radiol 2022; 51:43-58. [PMID: 34031705 PMCID: PMC8626374 DOI: 10.1007/s00256-021-03799-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 04/19/2021] [Accepted: 04/25/2021] [Indexed: 02/02/2023]
Abstract
Myeloma-associated bone disease (MBD) develops in about 80-90% of patients and severely affects their quality of life, as it accounts for the majority of mortality and morbidity. Imaging in multiple myeloma (MM) and MBD is of utmost importance in order to detect bone and bone marrow lesions as well as extraosseous soft-tissue masses and complications before the initiation of treatment. It is required for determination of the stage of disease and aids in the assessment of treatment response. Whole-body low-dose computed tomography (WBLDCT) is the key modality to establish the initial diagnosis of MM and is now recommended as reference standard procedure for the detection of lytic destruction in MBD. In contrast, whole-body magnetic resonance imaging (WBMRI) has higher sensitivity for the detection of focal and diffuse plasma cell infiltration patterns of the bone marrow and identifies them prior to osteolytic destruction. It is recommended for the evaluation of spinal and vertebral lesions, while functional, diffusion-weighted MRI (DWI-MRI) is a promising tool for the assessment of treatment response. This review addresses the current improvements and limitations of WBCT and WBMRI for diagnosis and staging in MM, underlining the fact that both modalities offer complementary information. It further summarizes the corresponding radiological findings and novel technological aspects of both modalities.
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Affiliation(s)
- Karla M. Treitl
- grid.5252.00000 0004 1936 973XDepartment of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Jens Ricke
- grid.5252.00000 0004 1936 973XDepartment of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Andrea Baur-Melnyk
- grid.5252.00000 0004 1936 973XDepartment of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377 Munich, Germany
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Pierro A, Posa A, Astore C, Sciandra M, Tanzilli A, Petrosino A, del Balso MS, Fraticelli V, Cilla S, Iezzi R. Whole-Body Low-Dose Multidetector-Row CT in Multiple Myeloma: Guidance in Performing, Observing, and Interpreting the Imaging Findings. Life (Basel) 2021; 11:1320. [PMID: 34947851 PMCID: PMC8707516 DOI: 10.3390/life11121320] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 11/20/2021] [Accepted: 11/26/2021] [Indexed: 01/21/2023] Open
Abstract
Multiple myeloma is a hematological malignancy of plasma cells usually detected due to various bone abnormalities on imaging and rare extraosseous abnormalities. The traditional approach for disease detection was based on plain radiographs, showing typical lytic lesions. Still, this technique has many limitations in terms of diagnosis and assessment of response to treatment. The new approach to assess osteolytic lesions in patients newly diagnosed with multiple myeloma is based on total-body low-dose CT. The purpose of this paper is to suggest a guide for radiologists in performing and evaluating a total-body low-dose CT in patients with multiple myeloma, both newly-diagnosed and in follow-up (pre and post treatment).
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Affiliation(s)
- Antonio Pierro
- Department of Radiology, “A. Cardarelli” Regional Hospital, ASReM, Contrada Tappino, 86100 Campobasso, Italy; (A.P.); (M.S.); (M.S.d.B.)
| | - Alessandro Posa
- Department of Diagnostic Imaging, Oncologic Radiotherapy and Hematology, Fondazione Policlinico Universitario A. Gemelli IRCCS, L.go A. Gemelli 8, 00168 Rome, Italy; (A.T.); (A.P.); (R.I.)
| | - Costanzo Astore
- Radiology Unit, Gemelli Molise Hospital, L.go A. Gemelli 1, 86100 Campobasso, Italy;
| | - Mariacarmela Sciandra
- Department of Radiology, “A. Cardarelli” Regional Hospital, ASReM, Contrada Tappino, 86100 Campobasso, Italy; (A.P.); (M.S.); (M.S.d.B.)
| | - Alessandro Tanzilli
- Department of Diagnostic Imaging, Oncologic Radiotherapy and Hematology, Fondazione Policlinico Universitario A. Gemelli IRCCS, L.go A. Gemelli 8, 00168 Rome, Italy; (A.T.); (A.P.); (R.I.)
| | - Antonella Petrosino
- Department of Diagnostic Imaging, Oncologic Radiotherapy and Hematology, Fondazione Policlinico Universitario A. Gemelli IRCCS, L.go A. Gemelli 8, 00168 Rome, Italy; (A.T.); (A.P.); (R.I.)
| | - Maria Saveria del Balso
- Department of Radiology, “A. Cardarelli” Regional Hospital, ASReM, Contrada Tappino, 86100 Campobasso, Italy; (A.P.); (M.S.); (M.S.d.B.)
| | - Vincenzo Fraticelli
- Hematology Unit, Gemelli Molise Hospital, L.go A. Gemelli 1, 86100 Campobasso, Italy;
| | - Savino Cilla
- Medical Phisics Unit, Gemelli Molise Hospital, L.go A. Gemelli 1, 86100 Campobasso, Italy;
| | - Roberto Iezzi
- Department of Diagnostic Imaging, Oncologic Radiotherapy and Hematology, Fondazione Policlinico Universitario A. Gemelli IRCCS, L.go A. Gemelli 8, 00168 Rome, Italy; (A.T.); (A.P.); (R.I.)
- Radiology Unit, Gemelli Molise Hospital, L.go A. Gemelli 1, 86100 Campobasso, Italy;
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Spinnato P, Filonzi G, Conficoni A, Facchini G, Ponti F, Sambri A, De Paolis M, Cavo M, Salizzoni E, Nanni C. Skeletal Survey in Multiple Myeloma: Role of Imaging. Curr Med Imaging 2021; 17:956-965. [PMID: 33573573 DOI: 10.2174/1573405617666210126155129] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 11/23/2020] [Accepted: 12/18/2020] [Indexed: 11/22/2022]
Abstract
Bone disease is the hallmark of multiple myeloma. Skeletal lesions are evaluated to establish the diagnosis, to choose the therapies and also to assess the response to treatments. Due to this, imaging procedures play a key role in the management of multiple myeloma. For decades, conventional radiography has been the standard imaging modality. Subsequently, advances in the treatment of multiple myeloma have increased the need for an accurate evaluation of skeletal disease. The introduction of new high performant imaging tools, such as whole-body lowdose computed tomography, different types of magnetic resonance imaging studies, and 18F-fluorodeoxyglucose positron emission tomography, replaced the conventional radiography. In this review, we analyze the diagnostic potentials, indications of use, and applications of the imaging tools nowadays available. Whole-body low-dose CT should be considered as the imaging modality of choice for the initial assessment of multiple myeloma lytic bone lesions. MRI is the gold-standard for the detection of bone marrow involvement, while PET/CT is the preferred technique in the assessment of response to therapy. Both MRI and PET/CT are able to provide prognostic information.
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Affiliation(s)
- Paolo Spinnato
- Diagnostic and Interventional Radiology, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | | | - Alberto Conficoni
- Neuroradiology Unit, Department of Radiology, Azienda Ospedaliero-Universitaria di Ferrara, Ferrara, Italy
| | - Giancarlo Facchini
- Diagnostic and Interventional Radiology, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Federico Ponti
- Diagnostic and Interventional Radiology, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Andrea Sambri
- Orthopaedic Oncology, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | | | - Michele Cavo
- "Seràgnoli" Institute of Hematology, Bologna University School of Medicine, Bologna, Italy
| | - Eugenio Salizzoni
- Imaging Division, Clinical Department of Radiological and Histocytopathological Sciences, University of Bologna, Sant'Orsola-Malpighi Hospital, Bologna, Italy
| | - Cristina Nanni
- Nuclear Medicine, MNM AOU S.Orsola-Malpighi, Bologna, Italy
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Baldi D, Tramontano L, Alfano V, Punzo B, Cavaliere C, Salvatore M. Whole Body Low Dose Computed Tomography Using Third-Generation Dual-Source Multidetector With Spectral Shaping: Protocol Optimization and Literature Review. Dose Response 2020; 18:1559325820973131. [PMID: 33456411 PMCID: PMC7783892 DOI: 10.1177/1559325820973131] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 09/28/2020] [Accepted: 10/12/2020] [Indexed: 12/21/2022] Open
Abstract
For decades, the main imaging tool for multiple myeloma (MM) patient's management has been the conventional skeleton survey. In 2014 international myeloma working group defined the advantages of the whole-body low dose computed tomography (WBLDCT) as a gold standard, among imaging modalities, for bone disease assessment and subsequently implemented this technique in the MM diagnostic workflow. The aim of this study is to investigate, in a group of 30 patients with a new diagnosis of MM, the radiation dose (CT dose index, dose-length product, effective dose), the subjective image quality score and osseous/extra-osseous findings rate with a modified WBLDCT protocol. Spectral shaping and third-generation dual-source multidetector CT scanner was used for the assessment of osteolytic lesions due to MM, and the dose exposure was compared with the literature findings reported until 2020. Mean radiation dose parameters were reported as follows: CT dose index 0.3 ± 0.1 mGy, Dose-Length Product 52.0 ± 22.5 mGy*cm, effective dose 0.44 ± 0.19 mSv. Subjective image quality was good/excellent in all subjects. 11/30 patients showed osteolytic lesions, with a percentage of extra-osseous findings detected in 9/30 patients. Our data confirmed the advantages of WBLDCT in the diagnosis of patients with MM, reporting an effective dose for our protocol as the lowest among previous literature findings.
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Hancin EC, Borja AJ, Nikpanah M, Raynor WY, Haldar D, Werner TJ, Morris MA, Saboury B, Alavi A, Gholamrezanezhad A. PET/MR Imaging in Musculoskeletal Precision Imaging - Third wave after X-Ray and MR. PET Clin 2020; 15:521-534. [DOI: 10.1016/j.cpet.2020.06.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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Di Giuliano F, Picchi E, Muto M, Calcagni A, Ferrazzoli V, Da Ros V, Minosse S, Chiaravalloti A, Garaci F, Floris R, Muto M. Radiological imaging in multiple myeloma: review of the state-of-the-art. Neuroradiology 2020; 62:905-923. [DOI: 10.1007/s00234-020-02417-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 03/26/2020] [Indexed: 12/16/2022]
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