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Ahmed O, Ordidge K, Hussain T, Syed A, Haroon A, Shahabuddin K. Haemato-radiology: the role of the radiologist at MDT. Br J Radiol 2024; 97:1725-1739. [PMID: 39240353 DOI: 10.1093/bjr/tqae183] [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: 12/19/2023] [Revised: 07/02/2024] [Accepted: 08/30/2024] [Indexed: 09/07/2024] Open
Abstract
Haemato-radiology represents a relatively newly emerging, vast, and complex area of diagnostic imaging. Its complexity arises from the multimodality nature of patient assessment, the multisystem presentation of haematological malignancies and their complications, and the volume of imaging required for diagnosis and follow-up of the fifth most common malignancy type in the United Kingdom. Decisive and accurate assessment of disease by radiologists is at the heart of the haemato-oncology multidisciplinary team (MDT) and therefore essential for providing optimal patient care. We hope to support radiologists leading the MDT by streamlining the vast information in this field, emphasizing the most recent, evidence-based guidelines, and internationally accepted criteria for reporting imaging of lymphoma and myeloma. We also cover the various disease and treatment complications frequently presented to the MDT.
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Affiliation(s)
- Omnya Ahmed
- Department of Radiology, BARTS HEALTH NHS Trust, Whitechapel Road, London, E1 1BB, UK
| | - Katherine Ordidge
- Department of Radiology, BARTS HEALTH NHS Trust, Whitechapel Road, London, E1 1BB, UK
| | - Tahir Hussain
- Department of Radiology, BARTS HEALTH NHS Trust, Whitechapel Road, London, E1 1BB, UK
| | - Adeel Syed
- Department of Radiology, BARTS HEALTH NHS Trust, Whitechapel Road, London, E1 1BB, UK
| | - Athar Haroon
- Department of Radiology, BARTS HEALTH NHS Trust, Whitechapel Road, London, E1 1BB, UK
| | - Khawaja Shahabuddin
- Department of Radiology, BARTS HEALTH NHS Trust, Whitechapel Road, London, E1 1BB, UK
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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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3
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Russo A, Patanè V, Gagliardi F, Urraro F, Ronchi A, Vitiello P, Sica A, Argenziano G, Nardone V, Reginelli A. Preliminary Experience in Ultra-High Frequency Ultrasound Assessment of Cutaneous Primary Lymphomas: An Innovative Classification. Cancers (Basel) 2024; 16:2456. [PMID: 39001518 PMCID: PMC11240684 DOI: 10.3390/cancers16132456] [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: 05/02/2024] [Revised: 06/25/2024] [Accepted: 07/03/2024] [Indexed: 07/16/2024] Open
Abstract
BACKGROUND Primary cutaneous lymphoma (PCL) is a rare form of extranodal non-Hodgkin's lymphoma characterized by malignant lymphocytes confined to the skin. Accurate diagnosis and staging are crucial for optimal management, yet radiological literature on imaging PCL remains limited. This study aims to delineate the imaging characteristics of PCLs using high and ultra-high frequency ultrasound (UHFUS) and proposes a classification system based on ultrasound findings. METHODS A cohort of 88 individuals with suspected PCL underwent high-resolution ultrasound (HRUS) and color Doppler examination of lesions. Lesions were categorized based on sonographic appearance, and subsequent histopathological assessment confirmed the diagnosis. RESULTS Ultrasound imaging revealed distinct patterns for primary cutaneous T-cell lymphomas (PCTCL) and primary cutaneous B-cell lymphomas (PCBCL), with characteristic features such as hypoechoic nodules, pseudonodular lesions, and dermal infiltration. Histopathological analysis confirmed the ultrasound findings, supporting the proposed classification system. CONCLUSIONS Ultrasonography, particularly UHFUS, offers valuable insights into the imaging characteristics of primary cutaneous lymphomas, aiding the accurate diagnosis and assessment of treatment response. The proposed classification system based on ultrasound findings enhances the diagnostic approach to PCLs, and paves the way for improved patient care and management strategies.
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Affiliation(s)
- Anna Russo
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy
| | - Vittorio Patanè
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy
| | - Federico Gagliardi
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy
| | - Fabrizio Urraro
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy
| | - Andrea Ronchi
- Pathology Unit, Department of Mental and Physical Health and Preventive Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy
| | - Paola Vitiello
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy; (P.V.)
| | - Antonello Sica
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy
| | - Giuseppe Argenziano
- Dermatology Unit, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy; (P.V.)
| | - Valerio Nardone
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy
| | - Alfonso Reginelli
- Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80131 Naples, Italy
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Manco L, Albano D, Urso L, Arnaboldi M, Castellani M, Florimonte L, Guidi G, Turra A, Castello A, Panareo S. Positron Emission Tomography-Derived Radiomics and Artificial Intelligence in Multiple Myeloma: State-of-the-Art. J Clin Med 2023; 12:7669. [PMID: 38137738 PMCID: PMC10743775 DOI: 10.3390/jcm12247669] [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: 11/01/2023] [Revised: 12/02/2023] [Accepted: 12/09/2023] [Indexed: 12/24/2023] Open
Abstract
Multiple myeloma (MM) is a heterogeneous neoplasm accounting for the second most prevalent hematologic disorder. The identification of noninvasive, valuable biomarkers is of utmost importance for the best patient treatment selection, especially in heterogeneous diseases like MM. Despite molecular imaging with positron emission tomography (PET) has achieved a primary role in the characterization of MM, it is not free from shortcomings. In recent years, radiomics and artificial intelligence (AI), which includes machine learning (ML) and deep learning (DL) algorithms, have played an important role in mining additional information from medical images beyond human eyes' resolving power. Our review provides a summary of the current status of radiomics and AI in different clinical contexts of MM. A systematic search of PubMed, Web of Science, and Scopus was conducted, including all the articles published in English that explored radiomics and AI analyses of PET/CT images in MM. The initial results have highlighted the potential role of such new features in order to improve the clinical stratification of MM patients, as well as to increase their clinical benefits. However, more studies are warranted before these approaches can be implemented in clinical routines.
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Affiliation(s)
- Luigi Manco
- Medical Physics Unit, Azienda USL of Ferrara, 45100 Ferrara, Italy; (L.M.); (A.T.)
| | - Domenico Albano
- Nuclear Medicine Department, University of Brescia and ASST Spedali Civili di Brescia, 25123 Brescia, Italy;
| | - Luca Urso
- Department of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy;
| | - Mattia Arnaboldi
- Nuclear Medicine Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy; (M.A.); (M.C.); (L.F.)
| | - Massimo Castellani
- Nuclear Medicine Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy; (M.A.); (M.C.); (L.F.)
| | - Luigia Florimonte
- Nuclear Medicine Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy; (M.A.); (M.C.); (L.F.)
| | - Gabriele Guidi
- Medical Physics Unit, University Hospital of Modena, 41125 Modena, Italy;
| | - Alessandro Turra
- Medical Physics Unit, Azienda USL of Ferrara, 45100 Ferrara, Italy; (L.M.); (A.T.)
| | - Angelo Castello
- Nuclear Medicine Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy; (M.A.); (M.C.); (L.F.)
| | - Stefano Panareo
- Nuclear Medicine Unit, Department of Oncology and Hematology, University Hospital of Modena, Via del Pozzo 71, 41124 Modena, Italy;
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Reginelli A, Patanè V, Urraro F, Russo A, De Chiara M, Clemente A, Atripaldi U, Balestrucci G, Buono M, D’ippolito E, Grassi R, D’onofrio I, Napolitano S, Troiani T, De Vita F, Ciardiello F, Nardone V, Cappabianca S. Magnetic Resonance Imaging Evaluation of Bone Metastases Treated with Radiotherapy in Palliative Intent: A Multicenter Prospective Study on Clinical and Instrumental Evaluation Assessment Concordance (MARTE Study). Diagnostics (Basel) 2023; 13:2334. [PMID: 37510078 PMCID: PMC10378594 DOI: 10.3390/diagnostics13142334] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 06/23/2023] [Accepted: 06/29/2023] [Indexed: 07/30/2023] Open
Abstract
Metastasis to bone is a common occurrence among epithelial tumors, with a high incidence rate in the Western world. As a result, bone lesions are a significant burden on the healthcare system, with a high morbidity index. These injuries are often symptomatic and can lead to functional limitations, which in turn cause reduced mobility in patients. Additionally, they can lead to secondary complications such as pathological fractures, spinal cord compression, hypercalcemia, or bone marrow suppression. The treatment of bone metastases requires collaboration between multiple healthcare professionals, including oncologists, orthopedists, neurosurgeons, physiatrists, and radiotherapists. The primary objective of this study is to evaluate the correlation between two methods used to assess local control. Specifically, the study aims to determine if a reduction in the volume of bone lesions corresponds to better symptomatic control in the clinical management of patients, and vice versa. To achieve this objective, the study evaluates morphological criteria by comparing pre- and post-radiotherapy treatment imaging using MRI and RECIST 1.1 criteria. MRI without contrast is the preferred diagnostic imaging method, due to its excellent tolerance by patients, the absence of exposure to ionizing radiation, and the avoidance of paramagnetic contrast media side effects. This imaging modality allows for accurate assessment of bone lesions. One of the secondary objectives of this study is to identify potentially useful parameters that can distinguish patients into two classes: "good" and "poor" responders to treatment, as reported by previous studies in the literature. These parameters can be evaluated from the imaging examinations by analyzing morphological changes and radiomic features on different sequences, such as T1, STIR (short tau inversion recovery), and DWI-MRI (diffusion-weighted).
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Zhang B, Zhang L, Bian B, Lin F, Zhu Z, Wang J. Diagnostic value of WB-DWI versus 18F-FDG PET/CT for the detection of multiple myeloma. Indian J Cancer 2023; 60:303-309. [PMID: 37787189 DOI: 10.4103/ijc.ijc_1129_20] [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: 10/04/2023]
Abstract
Background Whole-body diffusion-weighted imaging (WB-DWI) is commonly used for the detection of multiple myeloma (MM). Comparative data on the efficiency of WB-DWI compared with F-18 fluoro-2-deoxy-d-glucose positron emission tomography-computed tomography (18F-FDG PET/CT) to detect MM is limited. Methods This was a retrospective, single-center study of 22 patients with MM enrolled from January 2018 to December 2019. All patients underwent WB-DWI and 18F-FDG PET/CT. Pathological and clinical manifestations, as well as radiologic follow-up, were used for diagnosis. The overall accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of both methods were compared. The apparent diffusion coefficient (ADC) values of MM lesions and false-positive lesions were estimated. Results A total of 214 MM bone lesions were evaluated. There was no significant difference in the accuracy of WB-DWI and PET/CT (86.92 versus 88.32%). Though WB-DWI had a higher sensitivity (99.26% versus84.56%) and PET-CT had a higher specificity (96.10% versus 64.56%), these differences were not statistically significant. There was a statistically significant difference in PPV (83.33% versus 96.64%) and NPV (98.08% versus 77.89%) of WB-DWI and PET/CT, respectively. The ADC value for MM lesions was significantly lower than that for false-positive lesions (P < 0.001). Receiver operating curve analysis showed that the AUC was 0.846, and when the cut-off value was 0.745 × 10-3 mm2/s, the sensitivity and specificity were 86.3 and 83.4%, respectively, which distinguished MM lesions from non-MM lesions. Conclusion WB-DWI and PET-CT scans have similar overall accuracy for detecting MM lesions. The higher PPV of PET-CT and NPV of WB-DWI make them complementary imaging modalities. The ADC value for MM lesions is significantly lower than that for false-positive lesions. An ADC cutoff value of 0.745 × 10-3 mm2/s results in sensitivity and specificity of 86.3 and 83.4%, respectively.
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Affiliation(s)
- Bei Zhang
- Department of Radiology, First Hospital of Jilin University, Changchun, China
| | - Li Zhang
- Department of Radiology, First Hospital of Jilin University, Changchun, China
| | - Bingyang Bian
- Department of Radiology, First Hospital of Jilin University, Changchun, China
| | - Fang Lin
- Department of Radiology, First Hospital of Jilin University, Changchun, China
| | - Zining Zhu
- Department of Radiology, First Hospital of Jilin University, Changchun, China
| | - Jiping Wang
- Department of Radiology, First Hospital of Jilin University, Changchun, China
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Bezzi D, Ambrosini V, Nanni C. Clinical Value of FDG-PET/CT in Multiple Myeloma: An Update. Semin Nucl Med 2023; 53:352-370. [PMID: 36446644 DOI: 10.1053/j.semnuclmed.2022.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 10/27/2022] [Accepted: 10/28/2022] [Indexed: 11/28/2022]
Abstract
FDG-PET/CT is a standardized imaging technique that has reached a great importance in the management of patients affected by Multiple Myeloma. It is proved, in fact, that it allows a deep evaluation of therapy efficacy and provides several prognostic indexes both at staging and after therapy. For this reason, it is now recognised as a gold standard for therapy assessment. Beside this, in reacent years FDG-PET/CT contribution to the understanding of Multiple Myeloma has progressively grown. Papers have been published analyzing the prognostic value of active disease volume measurement and standardization issues, the meaning of FDG positive paramedullary and extrameduallary disease, the prognostic impact of FDG positive minimal residual disease, the relation between focal lesions and clonal eterogenity of this disease and the comparison with whole body DWI-MR in terms of detection and therapy assessment. These newer aspects not of clinical impact yet, of FDG-PET/CT in Multiple Myeloma will be presented and discussed in this review.
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Affiliation(s)
- Davide Bezzi
- Nuclear Medicine, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Valentina Ambrosini
- Nuclear Medicine, Alma Mater Studiorum, University of Bologna, Bologna, Italy; Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Cristina Nanni
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
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Santoni A, Simoncelli M, Franceschini M, Ciofini S, Fredducci S, Caroni F, Sammartano V, Bocchia M, Gozzetti A. Functional Imaging in the Evaluation of Treatment Response in Multiple Myeloma: The Role of PET-CT and MRI. J Pers Med 2022; 12:jpm12111885. [PMID: 36579605 PMCID: PMC9696713 DOI: 10.3390/jpm12111885] [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: 10/14/2022] [Revised: 11/01/2022] [Accepted: 11/08/2022] [Indexed: 11/12/2022] Open
Abstract
Bone disease is among the defining characteristics of symptomatic Multiple Myeloma (MM). Imaging techniques such as fluorodeoxyglucose positron emission tomography-computed tomography (FDG PET/CT) and magnetic resonance imaging (MRI) can identify plasma cell proliferation and quantify disease activity. This function renders these imaging tools as suitable not only for diagnosis, but also for the assessment of bone disease after treatment of MM patients. The aim of this article is to review FDG PET/CT and MRI and their applications, with a focus on their role in treatment response evaluation. MRI emerges as the technique with the highest sensitivity in lesions' detection and PET/CT as the technique with a major impact on prognosis. Their comparison yields different results concerning the best tool to evaluate treatment response. The inhomogeneity of the data suggests the need to address limitations related to these tools with the employment of new techniques and the potential for a complementary use of both PET/CT and MRI to refine the sensitivity and achieve the standards for minimal residual disease (MRD) evaluation.
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Giles HV, Wechalekar A, Pratt G. The potential role of mass spectrometry for the identification and monitoring of patients with plasma cell disorders: Where are we now and which questions remain unanswered? Br J Haematol 2022; 198:641-653. [PMID: 35514140 DOI: 10.1111/bjh.18226] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 04/08/2022] [Accepted: 04/20/2022] [Indexed: 11/28/2022]
Abstract
Mass spectrometry (MS) techniques provide a highly sensitive methodology for the assessment and monitoring of paraproteins compared to standard electrophoretic techniques. The International Myeloma Working Group (IMWG) recently approved the use of intact light chain matrix-assisted laser desorption/ionisation time-of-flight mass spectrometry (MALDI-TOF MS) in lieu of immunofixation in the clinical assessment of patients and the assessment of patients enrolled on clinical trials. The increased sensitivity of these assays may help to detect and monitor monoclonal proteins (MP) in many patients with previously non-measurable disease, will reduce complete response (CR) rates and increase detection of low-level MP. The ability to track the unique mass or amino acid sequence of the MP also eliminates interference from therapeutic monoclonal antibodies (tmAbs) in most patients with IgG kappa myeloma. The intact light chain assays also provide structural information about the monoclonal light chain, including the presence of N-linked glycosylation, which has been shown to be commoner on amyloidogenic light chains and may have prognostic significance in monoclonal gammopathy of undetermined significance (MGUS). In this review, we discuss these issues alongside differences in the analytical and practical aspects related to the different MS assays under development and the challenges for MS.
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Affiliation(s)
- Hannah V Giles
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.,University of Birmingham, Birmingham, UK
| | - Ashutosh Wechalekar
- Royal Free London NHS Foundation Trust, London, UK.,University College London, London, UK
| | - Guy Pratt
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.,University of Birmingham, Birmingham, UK
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Utility of PET/CT in Assessing Early Treatment Response in Patients With Newly Diagnosed Multiple Myeloma. Blood Adv 2022; 6:2763-2772. [PMID: 35235951 PMCID: PMC9092399 DOI: 10.1182/bloodadvances.2022007052] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 02/20/2022] [Indexed: 11/20/2022] Open
Abstract
Multiple Myeloma (MM) is a plasma cell malignancy characterized by diverse clinical presentations. While biochemical assessment of disease activity is commonly utilized to monitor treatment response, findings on magnetic resonance imaging and positron emission tomography/computed tomography (PET/CT), among other imaging modalities, have proven to harbor prognostic value. We sought to corroborate these findings by examining the prognostic significance of Fluorodeoxyglucose (FDG) PET/CT scanning in the setting of newly diagnosed MM. We retrospectively analyzed 195 patients with a PET/CT available both at diagnosis and at 6 months post-treatment to examine the value of PET/CT results as an adjuvant metric to conventional hematologic responses in terms of time to next treatment (TTNT) and overall survival (OS). The median TTNT and OS for the entire cohort were 24.6 (95% CI=20.4-29.1) and 79 (95% CI=63.1-119.1) months, respectively. When comparing PET/CT (-) with PET/CT (+) patients, we found significantly prolonged median TTNT (55.2 vs. 17.8 months, p<0.0001) and OS (unreached vs. 60.8 months, p<0.0001) for the PET/CT (-) group. We then examined the additive value of PET/CT on the hematologic response achieved at 6 months, and we found that PET/CT (-) is associated with significantly increased median TTNT and OS for both the very good partial response (VGPR) group and the less than VGPR group. Importantly, PET/CT retained prognostic significance after adjusting for multiple other predictive variables. We conclude that a PET/CT (-) at 6 months confers a significant prognostic advantage for newly diagnosed MM patients and adds significant value to the hematologic response assessment.
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Charalampous C, Kourelis T. Minimal Residual Disease Assessment in Multiple Myeloma Patients: Minimal Disease With Maximal Implications. Front Oncol 2022; 11:801851. [PMID: 35155198 PMCID: PMC8825476 DOI: 10.3389/fonc.2021.801851] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/29/2021] [Indexed: 11/21/2022] Open
Abstract
Multiple Myeloma (MM), the second most common hematologic malignancy, has been the target of many therapeutic advances over the past two decades. The introduction of novel agents, such as proteasome inhibitors, immunomodulatory drugs, and monoclonal antibodies, along with autologous hematopoietic stem cell transplantation (ASCT) in the current standard of care, has increased the median survival of myeloma patients significantly. Nevertheless, a curative treatment option continues to elude us, and MM remains an incurable disease, with patients relapsing even after achieving deep conventionally defined responses, underscoring the need for the development of sensitive methods that will allow for proper identification and management of the patients with a higher probability of relapse. Accurate detection of Minimal Residual Disease (MRD) from a bone marrow biopsy represents a relatively new approach of evaluating response to treatment with data showing clear benefit from obtaining MRD(-) status at any point of the disease course. As life expectancy for patients with MM continues to increase and deep responses are starting to become the norm, establishing and refining the role of MRD in the disease course is more relevant than ever. This review examines the different methods used to detect MRD and discusses future considerations regarding the implementation in day-to-day clinical practice and as a prospective primary endpoint for clinical trials.
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Lecouvet FE, Vekemans MC, Van Den Berghe T, Verstraete K, Kirchgesner T, Acid S, Malghem J, Wuts J, Hillengass J, Vandecaveye V, Jamar F, Gheysens O, Vande Berg BC. Imaging of treatment response and minimal residual disease in multiple myeloma: state of the art WB-MRI and PET/CT. Skeletal Radiol 2022; 51:59-80. [PMID: 34363522 PMCID: PMC8626399 DOI: 10.1007/s00256-021-03841-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 05/28/2021] [Accepted: 06/06/2021] [Indexed: 02/02/2023]
Abstract
Bone imaging has been intimately associated with the diagnosis and staging of multiple myeloma (MM) for more than 5 decades, as the presence of bone lesions indicates advanced disease and dictates treatment initiation. The methods used have been evolving, and the historical radiographic skeletal survey has been replaced by whole body CT, whole body MRI (WB-MRI) and [18F]FDG-PET/CT for the detection of bone marrow lesions and less frequent extramedullary plasmacytomas.Beyond diagnosis, imaging methods are expected to provide the clinician with evaluation of the response to treatment. Imaging techniques are consistently challenged as treatments become more and more efficient, inducing profound response, with more subtle residual disease. WB-MRI and FDG-PET/CT are the methods of choice to address these challenges, being able to assess disease progression or response and to detect "minimal" residual disease, providing key prognostic information and guiding necessary change of treatment.This paper provides an up-to-date overview of the WB-MRI and PET/CT techniques, their observations in responsive and progressive disease and their role and limitations in capturing minimal residual disease. It reviews trials assessing these techniques for response evaluation, points out the limited comparisons between both methods and highlights their complementarity with most recent molecular methods (next-generation flow cytometry, next-generation sequencing) to detect minimal residual disease. It underlines the important role of PET/MRI technology as a research tool to compare the effectiveness and complementarity of both methods to address the key clinical questions.
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Affiliation(s)
- Frederic E. Lecouvet
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
| | - Marie-Christiane Vekemans
- Haematology Unit, Cliniques Universitaires Saint-Luc, Institut de Recherche Expérimentale et Clinique (IREC), 1200 Brussels, Belgium
| | - Thomas Van Den Berghe
- Radiology Department, Universiteit Ghent, Sint-Pietersnieuwstraat 33, 9000 Gent, Belgium
| | - Koenraad Verstraete
- Radiology Department, Universiteit Ghent, Sint-Pietersnieuwstraat 33, 9000 Gent, Belgium
| | - Thomas Kirchgesner
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
| | - Souad Acid
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
| | - Jacques Malghem
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
| | - Joris Wuts
- Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel, Avenue du Laerbeek 101, 1090 Jette, Belgium
| | - Jens Hillengass
- Departement of Medicine, Myeloma Unit, Park Comprehensive Cancer Center, Buffalo, NY USA
| | - Vincent Vandecaveye
- Radiology Department, Katholieke Univesiteit Leuven, Oude Markt, 13, 3000 Leuven, Belgium
| | - François Jamar
- Nuclear Medicine Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, 1200 Brussels, Belgium
| | - Olivier Gheysens
- Nuclear Medicine Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, 1200 Brussels, Belgium
| | - Bruno C. Vande Berg
- Radiology Department, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, UCLouvain, Hippocrate Avenue 10, 1200 Brussels, Belgium
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Lin G, Zong X, Li Y, Tan W, Sun W, Zhang S, Gan Y, Zeng H. Whole-Body MRI Is an Effective Imaging Modality for Hematological Malignancy Treatment Response Assessment: A Systematic Review and Meta-Analysis. Front Oncol 2022; 12:827777. [PMID: 35251996 PMCID: PMC8894650 DOI: 10.3389/fonc.2022.827777] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 01/11/2022] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVES To evaluate the diagnostic accuracy of whole-body MRI (WB-MRI) for assessment of hematological malignancies' therapeutic response. METHODS PubMed, Embase, and Web of Science were searched up to August 2021 to identify studies reporting the diagnostic performance of WB-MRI for the assessment of hematological malignancies' treatment response. A bivariate random-effects model was applied for the generation of the pooled diagnostic performance. RESULTS Fourteen studies with 457 patients with lymphoma, multiple myeloma, and sarcoma (very small proportion) were analyzed. Overall pooled sensitivity and specificity of WB-MRI were 0.88 (95% CI: 0.73-0.95) and 0.86 (95% CI: 0.73-0.93), respectively. Studies using whole-body diffusion-weighted imaging (WB-DWI) showed higher sensitivity than those that did not (0.94 vs. 0.55, p = 0.02). The pooled concordance rate of WB-MRI to assess hematological malignancies' treatment response with reference standard was 0.78 (95% CI: 0.59-0.96). WB-MRI and PET/CT showed similar diagnostic performance (sensitivity [0.83 vs. 0.92, p = 0.11] and specificity [0.87 vs. 0.76, p = 0.73]). CONCLUSION WB-MRI has high diagnostic performance for hematological malignancies' treatment response assessment. The adding of WB-DWI is strongly associated with increased sensitivity.
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Affiliation(s)
- Guisen Lin
- Department of Radiology, Shenzhen Children’s Hospital, Shenzhen, China
| | - Xiaodan Zong
- Department of Radiology, The Third Affiliated Hospital, Sun Yat-sen University (SYSU), Guangzhou, China
| | - Yaowen Li
- Department of Radiology, Shenzhen Children’s Hospital, Shenzhen, China
| | | | - Weisheng Sun
- Shantou University Medical College, Shantou, China
| | - Siqi Zhang
- Shantou University Medical College, Shantou, China
| | - Yungen Gan
- Department of Radiology, Shenzhen Children’s Hospital, Shenzhen, China
- *Correspondence: Yungen Gan, ; Hongwu Zeng,
| | - Hongwu Zeng
- Department of Radiology, Shenzhen Children’s Hospital, Shenzhen, China
- *Correspondence: Yungen Gan, ; Hongwu Zeng,
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Shapiro YN, O'Donnell EK. Oncologist perspective: role of imaging in myeloma. Skeletal Radiol 2022; 51:123-133. [PMID: 34272993 DOI: 10.1007/s00256-021-03856-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 06/22/2021] [Accepted: 06/24/2021] [Indexed: 02/02/2023]
Abstract
With major advancements in treatments for multiple myeloma (MM), it is critical that we evaluate our methods for both diagnosing MM and monitoring its progression over time. Imaging methods, such as conventional skeletal x-ray, low-dose whole-body CT, MRI, and PET-CT, provide valuable information that influences our clinical decision-making. In this review, we will evaluate the role of these imaging techniques throughout the MM disease course, from diagnosis to follow-up after therapy, and also provide appropriate recommendations.
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15
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Burns R, Mulé S, Blanc-Durand P, Tofighi M, Belhadj K, Zerbib P, Le Bras F, Baranes L, Haioun C, Itti E, Luciani A. Optimization of whole-body 2-[ 18F]FDG-PET/MRI imaging protocol for the initial staging of patients with myeloma. Eur Radiol 2021; 32:3085-3096. [PMID: 34842956 DOI: 10.1007/s00330-021-08388-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 09/08/2021] [Accepted: 09/30/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To determine the optimal 2-[18F]FDG-PET/MRI imaging protocol for the initial staging of patients with suspected or confirmed multiple myeloma. METHODS Radiologists and nuclear medicine specialists reviewed all PET/MRI exams of 104 patients with a monoclonal gammopathy (MG). The presence of focal and diffuse bone marrow involvement (BMI) was assessed using 4 different image datasets: WB-MRI, PET, WB-PET/MRI, and WB-DCE-PET/MRI. A reference standard was established by a panel review of all baseline and follow-up imaging, and biological and pathological information. The diagnostic performance for each image dataset to detect BMI was evaluated and compared (Fisher's exact test). RESULTS Sensitivity, specificity, and accuracy for focal BMI of WB-MRI was 87%, 97%, and 92%; of PET was 78%, 97%, and 95%; of WB-PET/MRI was 93%, 97%, and 95%; and of WB-DCE-PET/MRI was 93%, 97%, and 95%, respectively. WB-PET/MRI and WB-DCE-PET/MRI were statistically superior to PET (p = 0.036) without decreasing specificity. The sensitivity, specificity, and accuracy of WB-MRI for diffuse BMI detection was 91%, 80%, and 85%; of 3DT1-PET was 53%, 89%, and 74%; of WB-PET/MRI was 98%, 66%, and 79%; and of WB-DCE-PET/MRI was 98%, 59%, and 75%, respectively. PET lacked sensitivity compared to all other dataset studies (p < 0.0001). WB-MRI had the best accuracy without reaching statistical significance when compared to the other datasets. CONCLUSION The WB-PET/MRI dataset including T1 and T2 Dixon, WB-DWI, and PET images provides optimal diagnostic performance to detect both focal lesions and diffuse BMI, with limited added value of WB-DCE for baseline staging of patients with MG. Key Points • The combination of morphological and functional MRI sequences and metabolic (2-[18F]FDG-PET) images increases the diagnostic performance of PET/MRI to detect focal bone lesions. • The adjunction of dynamic contrast-enhanced sequences did not improve diagnostic performance.
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Affiliation(s)
- Robert Burns
- SyMPTOm PET/MRI Platform, Henri Mondor Hospital, AP-HP, 94010, Créteil, France. .,Department of Medical Imaging, 51 Av. du Maréchal de Lattre de Tassigny, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.
| | - Sébastien Mulé
- SyMPTOm PET/MRI Platform, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.,Department of Medical Imaging, 51 Av. du Maréchal de Lattre de Tassigny, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.,Université Paris-Est Créteil, 94010, Créteil, France
| | - Paul Blanc-Durand
- SyMPTOm PET/MRI Platform, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.,Université Paris-Est Créteil, 94010, Créteil, France.,Department of Nuclear Medicine, Henri Mondor Hospital, AP-HP, 94010, Créteil, France
| | - Mojdeh Tofighi
- SyMPTOm PET/MRI Platform, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.,Department of Nuclear Medicine, Henri Mondor Hospital, AP-HP, 94010, Créteil, France
| | - Karim Belhadj
- Hematology Department, University Hospital, Creteil, France
| | - Pierre Zerbib
- SyMPTOm PET/MRI Platform, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.,Department of Medical Imaging, 51 Av. du Maréchal de Lattre de Tassigny, Henri Mondor Hospital, AP-HP, 94010, Créteil, France
| | - Fabien Le Bras
- Hematology Department, University Hospital, Creteil, France
| | - Laurence Baranes
- SyMPTOm PET/MRI Platform, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.,Department of Medical Imaging, 51 Av. du Maréchal de Lattre de Tassigny, Henri Mondor Hospital, AP-HP, 94010, Créteil, France
| | - Corinne Haioun
- Université Paris-Est Créteil, 94010, Créteil, France.,Hematology Department, University Hospital, Creteil, France
| | - Emmanuel Itti
- SyMPTOm PET/MRI Platform, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.,Université Paris-Est Créteil, 94010, Créteil, France.,Department of Nuclear Medicine, Henri Mondor Hospital, AP-HP, 94010, Créteil, France
| | - Alain Luciani
- SyMPTOm PET/MRI Platform, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.,Department of Medical Imaging, 51 Av. du Maréchal de Lattre de Tassigny, Henri Mondor Hospital, AP-HP, 94010, Créteil, France.,Université Paris-Est Créteil, 94010, Créteil, France
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Comparative Performance of Whole Body MRI and 18F-FDG PET/CT in Evaluation of Response to Treatment of Multiple Myeloma: Meta-analysis and Systematic Review. AJR Am J Roentgenol 2021; 218:602-613. [PMID: 34704461 DOI: 10.2214/ajr.21.26381] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Background: Traditional approaches for evaluating multiple myeloma (MM) treatment response have low sensitivity for residual disease. Recent studies highlight utility of whole-body MRI or FDG PET/CT in evaluating treatment response, with increasing emphasis on DWI. Objective: This systematic review was conducted to assess the diagnostic accuracy of whole-body MRI and FDG PET/CT for treatment response assessment in MM. Evidence Acquisition: Studies using whole-body MRI or FDG PET/CT to evaluate MM treatment response were identified through search of PubMed and EMBASE databases through June 30, 2021. Pooled sensitivity and specificity for detecting response were calculated by bivariate modeling. Diagnostic performance of whole-body MRI and FDG PET/CT were compared. Subgroup analyses assessed studies comparing both modalities and studies in which whole-body MRI included DWI. Evidence Synthesis: Twelve studies comprising 373 patients were included: six evaluated both modalities, four evaluated whole-body MRI only, and two evaluated FDG PET/CT only; of studies with MRI, five used DWI. Pooled sensitivity and specificity were 87% (95% CI, 75%-93%) and 57% (95% CI, 37%-76%) for whole-body MRI, versus 64% (95% CI, 45%-79%) and 82% (95% CI, 75%-88%) for FDG PET/CT (sensitivity: p = .29; specificity: p = .01). For studies directly comparing the modalities, pooled sensitivity and specificity were 90% (95% CI, 80%-100%) and 56% (95% CI, 44%-68%) for whole-body MRI, versus 66% (95% CI, 47%-85%) and 81% (95% CI, 72%-90%) for FDG PET/CT (sensitivity: p = .18; specificity: p < .001). Sensitivity and specificity were 93% (95% CI, 75%-98%) and 57% (95% CI, 21%-87%) for DWI, versus 74% (95% CI, 60%-85%) and 56% (95% CI, 38%-73%) for whole-body MRI without DWI (sensitivity: p = .27; specificity: p = .99). AUC was 0.84 for whole-body MRI, 0.83 for FDG PET/CT, and 0.92 for DWI. Conclusion: FDG PET/CT had significantly higher specificity, whereas whole-body MRI had higher sensitivity (though non-significant). DWI may contribute to the high sensitivity of whole-body MRI. Clinical Impact: This meta-analysis suggests potential complementary roles of whole-body MRI and FDG PET/CT in MM treatment response assessment. Future studies should explore their combination through PET/MRI.
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Westerland O, Amlani A, Kelly-Morland C, Fraczek M, Bailey K, Gleeson M, El-Najjar I, Streetly M, Bassett P, Cook GJR, Goh V. Comparison of the diagnostic performance and impact on management of 18F-FDG PET/CT and whole-body MRI in multiple myeloma. Eur J Nucl Med Mol Imaging 2021; 48:2558-2565. [PMID: 33469686 PMCID: PMC8241666 DOI: 10.1007/s00259-020-05182-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 12/27/2020] [Indexed: 02/07/2023]
Abstract
PURPOSE Comparative data on the impact of imaging on management is lacking for multiple myeloma. This study compared the diagnostic performance and impact on management of 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) and whole-body magnetic resonance imaging (WBMRI) in treatment-naive myeloma. METHODS Forty-six patients undergoing 18F-FDG PET/CT and WBMRI were reviewed by a nuclear medicine physician and radiologist, respectively, for the presence of myeloma bone disease. Blinded clinical and imaging data were reviewed by two haematologists in consensus and management recorded following clinical data ± 18F-FDG PET/CT or WBMRI. Bone disease was defined using International Myeloma Working Group (IMWG) criteria and a clinical reference standard. Per-patient sensitivity for lesion detection was established. McNemar test compared management based on clinical assessment ± 18F-FDG PET/CT or WBMRI. RESULTS Sensitivity for bone lesions was 69.6% (32/46) for 18F-FDG PET/CT (54.3% (25/46) for PET component alone) and 91.3% (42/46) for WBMRI. 27/46 (58.7%) of cases were concordant. In 19/46 patients (41.3%) WBMRI detected more focal bone lesions than 18F-FDG PET/CT. Based on clinical data alone, 32/46 (69.6%) patients would have been treated. Addition of 18F-FDG PET/CT to clinical data increased this to 40/46 (87.0%) patients (p = 0.02); and WBMRI to clinical data to 43/46 (93.5%) patients (p = 0.002). The difference in treatment decisions was not statistically significant between 18F-FDG PET/CT and WBMRI (p = 0.08). CONCLUSION Compared to 18F-FDG PET/CT, WBMRI had a higher per patient sensitivity for bone disease. However, treatment decisions were not statistically different and either modality would be appropriate in initial staging, depending on local availability and expertise.
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Affiliation(s)
- Olwen Westerland
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, London, UK
- Clinical Imaging and Medical Physics, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Ashik Amlani
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, London, UK
- Clinical Imaging and Medical Physics, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Christian Kelly-Morland
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, London, UK
- Clinical Imaging and Medical Physics, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Michal Fraczek
- Clinical Imaging and Medical Physics, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Katherine Bailey
- Haematology and Oncology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Mary Gleeson
- Haematology and Oncology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Inas El-Najjar
- Haematology and Oncology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Matthew Streetly
- Haematology and Oncology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | | | - Gary J R Cook
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, London, UK
- King's College London and Guy's and St Thomas' PET Centre, St Thomas' Hospital, London, UK
| | - Vicky Goh
- Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, St Thomas' Hospital, London, UK.
- Clinical Imaging and Medical Physics, Guy's and St Thomas' NHS Foundation Trust, London, UK.
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18
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Comparison of [ 18F]FDG PET/CT and MRI for Treatment Response Assessment in Multiple Myeloma: A Meta-Analysis. Diagnostics (Basel) 2021; 11:diagnostics11040706. [PMID: 33920809 PMCID: PMC8071116 DOI: 10.3390/diagnostics11040706] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 04/10/2021] [Accepted: 04/13/2021] [Indexed: 11/17/2022] Open
Abstract
The present study was designed to assess the additional value of 2-deoxy-2[18F]fluoro-D-glucose ([18F]FDG) positron emission tomography/computed tomography (PET/CT) to magnetic resonance imaging (MRI) in the treatment response assessment of multiple myeloma (MM). We performed a meta-analysis of all available studies to compare the detectability of treatment response of [18F]FDG PET/CT and MRI in treated MM. We defined detecting a good therapeutic effect as positive, and residual disease as negative. We determined the sensitivities and specificities across studies, calculated the positive and negative likelihood ratios (LR), and made summary receiver operating characteristic curves (SROC) using hierarchical regression models. The pooled analysis included six studies that comprised 278 patients. The respective performance characteristics (95% confidence interval (CI)) of [18F]FDG PET/CT and MRI were as follows: sensitivity of 80% (56% to 94%) and 25% (19% to 31%); specificity of 58% (44% to 71%) and 83% (71% to 91%); diagnostic odds ratio (DOR) of 6.0 (3.0-12.0) and 1.7 (0.7-2.7); positive LR of 1.8 (1.3-2.4) and 1.4 (0.7-2.7); and negative LR of 0.33 (0.21-0.53) and 0.81 (0.62-1.1). In the respective SROC curves, the area under the curve was 0.77 (SE, 0.038) and 0.59 (SE, 0.079) and the Q* index was 0.71 and 0.57. Compared with MRI, [18F]FDG PET/CT had higher sensitivity and better DOR and SROC curves. Compared with MRI, [18F]FDG PET/CT had greater ability to detect the treatment assessment of MM.
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19
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Ferrarazzo G, Chiola S, Capitanio S, Donegani MI, Miceli A, Raffa S, Tagliafico AS, Morbelli S, Bauckneht M. Positron Emission Tomography (PET) Imaging of Multiple Myeloma in a Post-Treatment Setting. Diagnostics (Basel) 2021; 11:230. [PMID: 33546455 PMCID: PMC7913723 DOI: 10.3390/diagnostics11020230] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 01/23/2021] [Accepted: 01/29/2021] [Indexed: 12/01/2022] Open
Abstract
2-deoxy-2-[18F]fluoro-D-glucose (FDG) positron emission tomography/computed tomography (FDG PET/CT) has an established clinical value in the diagnosis and initial staging of multiple myeloma (MM). In the last ten years, a vast body of literature has shown that this tool can also be of high relevance for monitoring therapy responses, making it the recommended imaging approach in this field. Starting from the strengths and weaknesses of radiological imaging in MM, the present review aims to analyze FDG PET/CT's current clinical value focusing on therapy response assessment and objective interpretation criteria for therapy monitoring. Given the potential occurrence of patients with MM showing non-FDG-avid bone disease, new opportunities can be provided by non-FDG PET tracers. Accordingly, the potential role of non-FDG PET tracers in this setting has also been discussed.
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Affiliation(s)
- Giulia Ferrarazzo
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (G.F.); (M.I.D.); (A.M.); (S.R.); (A.S.T.); (M.B.)
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Silvia Chiola
- Department of Nuclear Medicine, Humanitas Clinical and Research Center-IRCCS, Rozzano, 20089 Milan, Italy;
| | - Selene Capitanio
- Nuclear Medicine, ASST Grande Ospedale Metropolitano Niguarda, Department of Advanced Diagnostic Therapeutic Technologies, 20162 Milan, Italy;
| | - Maria Isabella Donegani
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (G.F.); (M.I.D.); (A.M.); (S.R.); (A.S.T.); (M.B.)
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Alberto Miceli
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (G.F.); (M.I.D.); (A.M.); (S.R.); (A.S.T.); (M.B.)
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Stefano Raffa
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (G.F.); (M.I.D.); (A.M.); (S.R.); (A.S.T.); (M.B.)
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Alberto Stefano Tagliafico
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (G.F.); (M.I.D.); (A.M.); (S.R.); (A.S.T.); (M.B.)
- Radiology Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Silvia Morbelli
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (G.F.); (M.I.D.); (A.M.); (S.R.); (A.S.T.); (M.B.)
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Matteo Bauckneht
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (G.F.); (M.I.D.); (A.M.); (S.R.); (A.S.T.); (M.B.)
- Nuclear Medicine Unit, Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
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Mesguich C, Hulin C, Latrabe V, Asselineau J, Bordenave L, Perez P, Hindie E, Marit G. Prospective Comparison of 18F-Choline Positron Emission Tomography/Computed Tomography (PET/CT) and 18F-Fluorodeoxyglucose (FDG) PET/CT in the Initial Workup of Multiple Myeloma: Study Protocol of a Prospective Imaging Trial. JMIR Res Protoc 2020; 9:e17850. [PMID: 32909953 PMCID: PMC7516691 DOI: 10.2196/17850] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 06/17/2020] [Accepted: 06/23/2020] [Indexed: 01/26/2023] Open
Abstract
Background The International Myeloma Working Group recommends the use of 18-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) for treatment response evaluation, as it is superior to magnetic resonance imaging (MRI). However, at initial staging, the sensitivity of FDG-PET remains inferior to that of MRI. Therefore, there is a need for an imaging technique that could have a sensitivity equal to that of MRI at diagnosis and could serve to evaluate therapy. 18F-choline has shown increased sensitivity when compared with 18-FDG, with about 75% more lesions detected in patients with relapsed or progressive multiple myeloma (MM). Objective Our primary objective is to prospectively compare the detection rate of bone lesions by 18F-choline PET/CT (FCH-PET) and FDG-PET in newly diagnosed MM. Our secondary objectives are to assess the accuracy of both PET modalities for the detection of bone lesions and the diagnosis of diffuse disease, to assess the detection rate of extramedullary lesions. Methods We will prospectively include 30 patients in a paired comparative accuracy study. Patients with de novo MM will undergo FCH-PET, FDG-PET, and whole-body MRI (WB-MRI) within a 3-week period. WB-MRI will be composed of conventional sequences on the spine and pelvis and of whole-body diffusion axial sequences. The following 6 skeletal areas will be defined: skull, sternum/costal grid, spine, pelvis, superior limbs, and inferior limbs. The number of focal lesions, their respective localization, and intensity of uptake will be retrieved for each skeletal area. Readings will be performed blinded from other imaging techniques. The reference standard will be WB-MRI. Focal lesions present on PET/CT but not on WB-MRI will require a decision made with a consensus of experts based on clinical and imaging data. The number of bone lesions and number of extramedullary lesions will be compared using the Wilcoxon test. The accuracy of FCH-PET and FDG-PET will be compared using the McNemar test. Results The study started in September 2019, and enrollment is ongoing. As of June 2020, 8 participants have been included. Data collection is expected to be completed in June 2021, and the results are expected to be available in December 2021. Conclusions This study will assess if FCH-PET is superior to FDG-PET for the evaluation of MM tumor burden. This will pave the way for future prospective evaluations of the prognostic value of 18-FCH for treatment response evaluation in MM patients. Additionally, this work may provide new perspectives for better assessment of the risk of smoldering MM progressing to MM. Trial Registration ClinicalTrials.gov NCT03891914; https://clinicaltrials.gov/ct2/show/NCT03891914 International Registered Report Identifier (IRRID) DERR1-10.2196/17850
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Affiliation(s)
- Charles Mesguich
- Nuclear Medicine Department, Centre Hospitalier Universitaire de Bordeaux, Pessac, France.,INSERM U1035, Université de Bordeaux, Bordeaux, France
| | - Cyrille Hulin
- Hematology Department, Centre Hospitalier Universitaire de Bordeaux, Pessac, France
| | - Valerie Latrabe
- Radiology Department, Centre Hospitalier Universitaire de Bordeaux, Pessac, France
| | - Julien Asselineau
- Clinical Epidemiology Department, Centre Hospitalier Universitaire de Bordeaux, Pessac, France
| | - Laurence Bordenave
- Nuclear Medicine Department, Centre Hospitalier Universitaire de Bordeaux, Pessac, France
| | - Paul Perez
- Clinical Epidemiology Department, Centre Hospitalier Universitaire de Bordeaux, Pessac, France
| | - Elif Hindie
- Nuclear Medicine Department, Centre Hospitalier Universitaire de Bordeaux, Pessac, France
| | - Gerald Marit
- INSERM U1035, Université de Bordeaux, Bordeaux, France
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21
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Zhong X, Diao W, Zhao C, Jia Z. Fluorodeoxyglucose-avid focal lesions and extramedullary disease on 18F-FDG PET/computed tomography predict the outcomes of newly diagnosed symptomatic multiple myeloma patients. Nucl Med Commun 2020; 41:950-958. [PMID: 32796484 DOI: 10.1097/mnm.0000000000001242] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
PURPOSE To investigate whether the number of fluorodeoxyglucose (FDG)-avid focal lesions and the presence of extramedullary disease (EMD) on F-FDG PET/computed tomography (PET/CT) can predict the outcomes of newly diagnosed symptomatic multiple myeloma patients. METHODS We performed a meta-analysis to research the prognostic significance of focal lesions and EMD on F-FDG PET/CT for overall survival (OS) and progression-free survival (PFS) using a fix-effected model. The PubMed, EMBASE and Cochrane Library databases were searched. Manual searches were also conducted. RESULTS Of the 398 citations identified in the original search, 13 original studies with a total of 2823 patients met the inclusion criteria. The pooled hazard ratios of focal lesions were 1.63 [95% confidence interval (CI) 1.41-1.86, P = 0.442, I= 0%] for PFS and 2.15 (95% CI 1.74-2.57, P = 0.615, I= 0%) for OS. The pooled hazard ratios of EMD were 1.89 (95% CI 1.44-2.34, P = 0.497, I= 0%) for PFS and 1.91 (95% CI 1.08-2.73, P = 0.182, I= 29.6%) for OS. The results of the subgroup analysis showed the same trend. No significant heterogeneity was observed among studies. CONCLUSION This meta-analysis demonstrated that patients with a higher number of FDG-avid focal lesions and EMD on PET/CT may experience a higher risk for progression and a shorter survival time than those with a few focal lesions and no EMD.
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Affiliation(s)
- Xiao Zhong
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, Sichuan, China
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Park HY, Kim KW, Yoon MA, Lee MH, Chae EJ, Lee JH, Chung HW, Yoon DH. Role of whole-body MRI for treatment response assessment in multiple myeloma: comparison between clinical response and imaging response. Cancer Imaging 2020; 20:14. [PMID: 32000858 PMCID: PMC6993415 DOI: 10.1186/s40644-020-0293-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 01/20/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Whole-body MRI (WB-MRI) including diffusion-weighted image (DWI) have been widely used in patients with multiple myeloma. However, evidence for the value of WB-MRI in the evaluation of treatment response remains sparse. Therefore, we evaluated the role of WB-MRI in the response assessment. METHODS In our WB-MRI registry, we searched multiple myeloma patients treated with chemotherapy who underwent both baseline and follow-up WB-MRI scans. Clinical responses were categorized as complete response (CR), partial response (PR), stable disease (SD), or progressive disease (PD), using IMWG criteria. Using RECIST 1.1, MD Anderson (MDA) criteria, and MDA-DWI criteria, imaging responses on WB-MRI were rated as CR, PR, SD, or PD by two radiologists independently. Then, discrepancy cases were resolved by consensus. Weighted Kappa analysis was performed to evaluate agreement between the imaging and clinical responses. The diagnostic accuracy of image responses in the evaluation of clinical CR, objective response (CR and PR), and PD was calculated. RESULTS Forty-two eligible patients were included. There was moderate agreement between imaging and clinical responses (κ = 0.54 for RECIST 1.1, κ = 0.58 for MDA criteria, κ = 0.69 for MDA-DWI criteria). WB-MRI showed excellent diagnostic accuracy in assessment of clinical PD (sensitivity 88.9%, specificity 94.7%, positive predictive value [PPV] 84.2%, negative predictive value [NPV] 96.4% in all three imaging criteria). By contrast, WB-MRI showed low accuracy in assessment of clinical CR (sensitivity 4.5%, specificity 98.1%, PPV 50.0%, NPV 71.2% in all three imaging criteria). As to the clinical objective response, the diagnostic accuracy was higher in MDA-DWI criteria than RECIST 1.1 and MDA criteria (sensitivity/specificity/PPV/NPV, 84.2%/94.4%/98.0%/65.4, 54.4%/100%/100%/40.9, and 61.4%/94.4%/97.2%/43.6%, respectively). CONCLUSIONS In the imaging response assessment of multiple myeloma, WB-MRI showed excellent performance in the evaluation of PD, but not in the assessment of CR or objective response. When adding DWI to imaging response criteria, diagnostic accuracy for objective response was improved and agreement between imaging and clinical responses was increased.
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Affiliation(s)
- Ho Young Park
- Department of Radiology and Research Institute of Radiology, Asan Image Metrics, Clinical Trial Center, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Kyung Won Kim
- Department of Radiology and Research Institute of Radiology, Asan Image Metrics, Clinical Trial Center, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.
| | - Min A Yoon
- Department of Radiology and Research Institute of Radiology, Asan Image Metrics, Clinical Trial Center, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Min Hee Lee
- Department of Radiology and Research Institute of Radiology, Asan Image Metrics, Clinical Trial Center, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Eun Jin Chae
- Department of Radiology and Research Institute of Radiology, Asan Image Metrics, Clinical Trial Center, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Jeong Hyun Lee
- Department of Radiology and Research Institute of Radiology, Asan Image Metrics, Clinical Trial Center, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Hye Won Chung
- Department of Radiology and Research Institute of Radiology, Asan Image Metrics, Clinical Trial Center, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Dok Hyun Yoon
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
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23
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Lecouvet FE, Boyadzhiev D, Collette L, Berckmans M, Michoux N, Triqueneaux P, Pasoglou V, Jamar F, Vekemans MC. MRI versus 18F-FDG-PET/CT for detecting bone marrow involvement in multiple myeloma: diagnostic performance and clinical relevance. Eur Radiol 2019; 30:1927-1937. [PMID: 31844960 DOI: 10.1007/s00330-019-06469-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 08/24/2019] [Accepted: 09/19/2019] [Indexed: 12/12/2022]
Abstract
PURPOSE To compare the diagnostic performance of MRI and 18F-FDG-PET/CT in detecting bone marrow involvement (BMI) in patients with multiple myeloma (MM). MATERIALS AND METHODS This retrospective study was approved by our Institutional Review Board. Two radiologists and two nuclear medicine specialists independently and blindly reviewed 84 pairs of MRI and PET/CT scans obtained in 73 MM patients. Readers assessed the presence and patterns of BMI. The best valuable comparator (BVC) for BMI was established by a panel review of all baseline and follow-up imaging, and biological and pathological information. Intra- and inter-reader agreement and correlation between MRI and PET/CT were assessed using the prevalence-adjusted bias-adjusted kappa (k) coefficient. Diagnostic performance of MRI and PET/CT in detecting BMI was evaluated from ROC characteristics. Association between imaging and biological, pathological, and clinical findings was assessed using Wilcoxon rank-sum and chi-square tests. RESULTS Intra- and inter-reader agreement was very good for MRI (k = 0.90 [0.81; 1.00] and 0.88 [0.78; 0.98]). Intra- and inter-reader agreement was good for PET/CT (k = 0.80 [0.69; 0.91] and 0.71 [0.56; 0.86]). The sensitivity of MRI to detect BMI (97% [90%; 100%]) was significantly superior to that of PET/CT (76% [64%; 85%]) (p < 0.001). The specificity of MRI (86% [57%; 98%]) was lower than that of PET/CT (93% [66%; 100%]), without reaching statistical significance (p = 0.32). There was a strong correlation between decisions regarding patient management and PET/CT findings (p < 0.001). CONCLUSION MRI is significantly more sensitive than PET/CT to detect BMI in MM. Patient management is more strongly correlated with PET/CT findings. KEY POINTS • MRI and PET/CT have very close diagnostic value for the detection of bone marrow involvement in multiple myeloma. • MRI has a significantly higher sensitivity and better reproducibility. • PET/CT findings appear to have a higher impact on clinical decisions.
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Affiliation(s)
- Frédéric E Lecouvet
- Department of Radiology, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate, 10/2942, B-1200, Brussels, Belgium.
| | - Dimitar Boyadzhiev
- Department of Radiology, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate, 10/2942, B-1200, Brussels, Belgium
| | | | - Maude Berckmans
- Department of Nuclear Medicine, IREC, Cliniques Universitaires Saint Luc, UCLouvain, Brussels, Belgium
| | - Nicolas Michoux
- Department of Radiology, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate, 10/2942, B-1200, Brussels, Belgium
| | - Perrine Triqueneaux
- Department of Radiology, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate, 10/2942, B-1200, Brussels, Belgium
| | - Vassiliki Pasoglou
- Department of Radiology, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint Luc, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate, 10/2942, B-1200, Brussels, Belgium
| | - François Jamar
- Department of Nuclear Medicine, IREC, Cliniques Universitaires Saint Luc, UCLouvain, Brussels, Belgium
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24
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Takahashi MES, Mosci C, Souza EM, Brunetto SQ, Etchebehere E, Santos AO, Camacho MR, Miranda E, Lima MCL, Amorim BJ, de Souza C, Pericole FV, Lorand-Metze I, Ramos CD. Proposal for a Quantitative 18F-FDG PET/CT Metabolic Parameter to Assess the Intensity of Bone Involvement in Multiple Myeloma. Sci Rep 2019; 9:16429. [PMID: 31712729 PMCID: PMC6848137 DOI: 10.1038/s41598-019-52740-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 10/21/2019] [Indexed: 12/13/2022] Open
Abstract
Many efforts have been made to standardize the interpretation of 18F-FDG PET/CT in multiple myeloma (MM) with qualitative visual analysis or with quantitative metabolic parameters using various methods for lesion segmentation of PET images. The aim of this study was to propose a quantitative method for bone and bone marrow evaluation of 18F-FDG PET/CT considering the extent and intensity of bone 18F-FDG uptake: Intensity of Bone Involvement (IBI). Whole body 18F-FDG PET/CT of 59 consecutive MM patients were evaluated. Compact bone tissue was segmented in PET images using a global threshold for HU of the registered CT image. A whole skeleton mask was created and the percentage of its volume with 18F-FDG uptake above hepatic uptake was calculated (Percentage of Bone Involvement - PBI). IBI was defined by multiplying PBI by mean SUV above hepatic uptake. IBI was compared with visual analysis performed by two experienced nuclear medicine physicians. IBI calculation was feasible in all images (range:0.00–1.35). Visual analysis categorized PET exams into three groups (negative/mild, moderate and marked bone involvement), that had different ranges of IBI (multi comparison analysis, p < 0.0001). There was an inverse correlation between the patients’ hemoglobin values and IBI (r = −0.248;p = 0.02). IBI score is an objective measure of bone and bone marrow involvement in MM, allowing the categorization of patients in different degrees of aggressiveness of the bone disease. The next step is to validate IBI in a larger group of patients, before and after treatment and in a multicentre setting.
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Affiliation(s)
- Maria E S Takahashi
- School of Medical Sciences, University of Campinas, Campinas, Brazil.,Gleb Wataghin Physics Institute, University of Campinas, Campinas, Brazil
| | - Camila Mosci
- Division of Nuclear Medicine, University of Campinas, Campinas, Brazil
| | - Edna M Souza
- Division of Nuclear Medicine, University of Campinas, Campinas, Brazil.,Center of Biomedical Engineering, University of Campinas, Campinas, Brazil
| | - Sérgio Q Brunetto
- Division of Nuclear Medicine, University of Campinas, Campinas, Brazil.,Center of Biomedical Engineering, University of Campinas, Campinas, Brazil
| | - Elba Etchebehere
- Division of Nuclear Medicine, University of Campinas, Campinas, Brazil
| | - Allan O Santos
- Division of Nuclear Medicine, University of Campinas, Campinas, Brazil
| | - Mariana R Camacho
- School of Medical Sciences, University of Campinas, Campinas, Brazil.,Division of Nuclear Medicine, University of Campinas, Campinas, Brazil
| | - Eliana Miranda
- Center of Hematology and Hemotherapy, University of Campinas, Campinas, Brazil
| | - Mariana C L Lima
- Division of Nuclear Medicine, University of Campinas, Campinas, Brazil
| | - Barbara J Amorim
- Division of Nuclear Medicine, University of Campinas, Campinas, Brazil
| | - Carmino de Souza
- School of Medical Sciences, University of Campinas, Campinas, Brazil.,Center of Hematology and Hemotherapy, University of Campinas, Campinas, Brazil
| | - Fernando V Pericole
- Center of Hematology and Hemotherapy, University of Campinas, Campinas, Brazil
| | - Irene Lorand-Metze
- School of Medical Sciences, University of Campinas, Campinas, Brazil.,Department of Internal Medicine, Faculty of Medical Sciences, University of Campinas, Campinas, Brazil
| | - Celso D Ramos
- School of Medical Sciences, University of Campinas, Campinas, Brazil. .,Division of Nuclear Medicine, University of Campinas, Campinas, Brazil.
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25
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Alonso R, Cedena MT, Gómez‐Grande A, Ríos R, Moraleda JM, Cabañas V, Moreno MJ, López‐Jiménez J, Martín F, Sanz A, Valeri A, Jiménez A, Sánchez R, Lahuerta JJ, Martínez‐López J. Imaging and bone marrow assessments improve minimal residual disease prediction in multiple myeloma. Am J Hematol 2019; 94:853-861. [PMID: 31074033 DOI: 10.1002/ajh.25507] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2019] [Revised: 05/04/2019] [Accepted: 05/07/2019] [Indexed: 01/01/2023]
Abstract
The value of minimal residual disease (MRD) status by bone marrow and imaging analysis as independent prognostic factors has been well established in multiple myeloma (MM). Nevertheless data about their potential complementarity for a more accurate assessment are limited. With this aim, we retrospectively analyzed the prediction of outcome with the combination of PET-CT and MRD, assessed by multiparameter flow cytometry (MFC) in 103 patients with newly diagnosed MM. We confirmed the benefit in terms of progression-free survival (PFS), linked to the achievement of negativity by MFC (hazard ratio [HR] 0.53; 95% confidence interval [CI]: 0.28-0.98), and PET-CT (HR 0.18; 95% CI: 0.09-0.36) individually. By combining both techniques, patients who became MRD-/PET-, with a median of PFS 92 months, had significant prolonged median PFS (P < .001). This is compared with MRD+/PET- and PET+ patients (median PFS of 45 and 28 months, respectively). We observed a significant difference (P = .003) in overall survival (OS) outcomes between MRD-/PET- and MRD+/PET- patients (4-year OS 94.2% and 100%, respectively), vs PET+ patients (4-year OS 73.8%). All survival results were confirmed in a conditional landmark analysis. These findings support the potential complementarity between PET-CT and MFC, and highlight their better predictive capability when improving sensitivity.
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Affiliation(s)
- Rafael Alonso
- Department of Hematology , Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, Departamento de MedicinaH12O CNIO Clinical Research Hematology Unit; CIBERONC Madrid Spain
| | - María Teresa Cedena
- Department of Hematology , Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, Departamento de MedicinaH12O CNIO Clinical Research Hematology Unit; CIBERONC Madrid Spain
| | - Adolfo Gómez‐Grande
- Department of Nuclear MedicineHospital Universitario 12 de Octubre Madrid Spain
| | - Rafael Ríos
- Department of HematologyHospital Universitario Virgen de las Nieves Granada Spain
| | - José María Moraleda
- Department of HematologyHospital Clínico Universitario Virgen de la Arrixaca Murcia Spain
| | - Valentín Cabañas
- Department of HematologyHospital Clínico Universitario Virgen de la Arrixaca Murcia Spain
| | - María José Moreno
- Department of HematologyHospital Clínico Universitario Virgen de la Arrixaca Murcia Spain
| | | | - Fernando Martín
- Department of HematologyHospital Universitario Ramón y Cajal Madrid Spain
| | - Alejandro Sanz
- Department of HematologyHospital Universitario Ramón y Cajal Madrid Spain
| | - Antonio Valeri
- Department of Hematology , Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, Departamento de MedicinaH12O CNIO Clinical Research Hematology Unit; CIBERONC Madrid Spain
| | - Ana Jiménez
- Department of Hematology , Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, Departamento de MedicinaH12O CNIO Clinical Research Hematology Unit; CIBERONC Madrid Spain
| | - Ricardo Sánchez
- Department of Hematology , Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, Departamento de MedicinaH12O CNIO Clinical Research Hematology Unit; CIBERONC Madrid Spain
| | - Juan José Lahuerta
- Department of Hematology , Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, Departamento de MedicinaH12O CNIO Clinical Research Hematology Unit; CIBERONC Madrid Spain
| | - Joaquín Martínez‐López
- Department of Hematology , Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, Departamento de MedicinaH12O CNIO Clinical Research Hematology Unit; CIBERONC Madrid Spain
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26
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Barwick T, Bretsztajn L, Wallitt K, Amiras D, Rockall A, Messiou C. Imaging in myeloma with focus on advanced imaging techniques. Br J Radiol 2019; 92:20180768. [PMID: 30604631 DOI: 10.1259/bjr.20180768] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
In recent years, there have been major advances in the imaging of myeloma with whole body MRI incorporating diffusion-weighted imaging, emerging as the most sensitive modality. Imaging is now a key component in the work-up of patients with a suspected diagnosis of myeloma. The International Myeloma Working Group now specifies that more than one focal lesion on MRI or lytic lesion on whole body low-dose CT or fludeoxyglucose (FDG) PET/CT fulfil the criteria for bone damage requiring therapy. The recent National Institute for Health and Care Excellence myeloma guidelines recommend imaging in all patients with suspected myeloma. In addition, there is emerging data supporting the use of functional imaging techniques (WB-DW MRI and FDG PET/CT) to predict outcome and evaluate response to therapy. This review summarises the imaging modalities used in myeloma, the latest guidelines relevant to imaging and future directions.
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Affiliation(s)
- Tara Barwick
- 1 Imperial College Healthcare NHS Trust , London , UK.,2 Department of Surgery and Cancer, Imperial College London , London , UK
| | | | | | | | - Andrea Rockall
- 1 Imperial College Healthcare NHS Trust , London , UK.,2 Department of Surgery and Cancer, Imperial College London , London , UK.,3 The Royal Marsden Hospital NHS Foundation Trust , London , UK
| | - Christina Messiou
- 3 The Royal Marsden Hospital NHS Foundation Trust , London , UK.,4 The Institute of Cancer Research , London , UK
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