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Agarwal G, Nador G, Varghese S, Getu H, Palmer C, Watson E, Pereira C, Sallemi G, Partington K, Patel N, Soundarajan R, Mills R, Brouwer R, Maritati M, Shah A, Peppercorn D, Oppermann U, Edwards CM, Rodgers CT, Javaid MK, Gooding S, Ramasamy K. Prospective Assessment of Tumour Burden and Bone Disease in Plasma Cell Dyscrasias Using DW-MRI and Exploratory Bone Biomarkers. Cancers (Basel) 2022; 15:cancers15010095. [PMID: 36612090 PMCID: PMC9817825 DOI: 10.3390/cancers15010095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 11/28/2022] [Accepted: 12/09/2022] [Indexed: 12/28/2022] Open
Abstract
Novel biomarkers for tumour burden and bone disease are required to guide clinical management of plasma cell dyscrasias. Recently, bone turnover markers (BTMs) and Diffusion-Weighted Magnetic Resonance Imaging (DW-MRI) have been explored, although their role in the prospective assessment of multiple myeloma (MM) and monoclonal gammopathy of undetermined significance (MGUS) is unclear. Here, we conducted a pilot observational cohort feasibility study combining serum BTMs and DW-MRI in addition to standard clinical assessment. Fifty-five patients were recruited (14 MGUS, 15 smouldering MM, 14 new MM and 12 relapsed MM) and had DW-MRI and serum biomarkers (P1NP, CTX-1, ALP, DKK1, sclerostin, RANKL:OPG and BCMA) measured at baseline and 6-month follow-up. Serum sclerostin positively correlated with bone mineral density (r = 0.40-0.54). At baseline, serum BCMA correlated with serum paraprotein (r = 0.42) and serum DKK1 correlated with serum free light chains (r = 0.67); the longitudinal change in both biomarkers differed between International Myeloma Working Group (IMWG)-defined responders and non-responders. Myeloma Response Assessment and Diagnosis System (MY-RADS) scoring of serial DW-MRI correlated with conventional IMWG response criteria for measuring longitudinal changes in tumour burden. Overall, our pilot study suggests candidate radiological and serum biomarkers of tumour burden and bone loss in MM/MGUS, which warrant further exploration in larger cohorts to validate the findings and to better understand their clinical utility.
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Affiliation(s)
- Gaurav Agarwal
- Department of Clinical Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7LE, UK
- Correspondence: (G.A.); (K.R.)
| | - Guido Nador
- Department of Clinical Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7LE, UK
| | - Sherin Varghese
- Department of Clinical Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7LE, UK
- Oxford Translational Myeloma Centre, Oxford OX3 7LD, UK
| | - Hiwot Getu
- Department of Clinical Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7LE, UK
| | - Charlotte Palmer
- Botnar Research Centre, The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
| | - Edmund Watson
- Botnar Research Centre, The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
| | - Claudio Pereira
- Botnar Research Centre, The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
| | - Germana Sallemi
- Botnar Research Centre, The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
| | - Karen Partington
- Department of Radiology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 9DU, UK
| | - Neel Patel
- Department of Radiology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 9DU, UK
| | - Rajkumar Soundarajan
- Oxford Centre for Magnetic Resonance, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Rebecca Mills
- Oxford Centre for Magnetic Resonance, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Richard Brouwer
- Department of Clinical Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7LE, UK
- Oxford Translational Myeloma Centre, Oxford OX3 7LD, UK
| | - Marina Maritati
- Botnar Research Centre, The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
| | - Aarti Shah
- Department of Radiology, Hampshire Hospitals NHS Foundation Trust, Hampshire SO22 5DG, UK
| | - Delia Peppercorn
- Department of Radiology, Hampshire Hospitals NHS Foundation Trust, Hampshire SO22 5DG, UK
| | - Udo Oppermann
- Oxford Translational Myeloma Centre, Oxford OX3 7LD, UK
- Botnar Research Centre, The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
| | - Claire M. Edwards
- Botnar Research Centre, The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
- Nuffield Department of Surgical Sciences (NDS), Oxford OX3 9DU, UK
| | | | - Muhammad Kassim Javaid
- Botnar Research Centre, The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
| | - Sarah Gooding
- Department of Clinical Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7LE, UK
- Oxford Translational Myeloma Centre, Oxford OX3 7LD, UK
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Karthik Ramasamy
- Department of Clinical Haematology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7LE, UK
- Oxford Translational Myeloma Centre, Oxford OX3 7LD, UK
- Correspondence: (G.A.); (K.R.)
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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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Fouquet G, Wartski M, Dechmi A, Willems L, Deau-Fischer B, Franchi P, Descroocq J, Deschamps P, Blanc-Autran E, Clerc J, Bouscary D, Barreau S, Chapuis N, Vignon M, Cottereau AS. Prognostic Value of FDG-PET/CT Parameters in Patients with Relapse/Refractory Multiple Myeloma before Anti-CD38 Based Therapy. Cancers (Basel) 2021; 13:4323. [PMID: 34503133 PMCID: PMC8431719 DOI: 10.3390/cancers13174323] [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: 06/30/2021] [Revised: 08/25/2021] [Accepted: 08/25/2021] [Indexed: 11/16/2022] Open
Abstract
Although anti-CD38 monoclonal antibodies have improved the prognosis of relapsed/refractory multiple myeloma (RRMM), some patients still experience early relapses with poor outcomes. This present study evaluated the predictive value of FDG PET/CT parameters for RRMM prior to initiating anti-CD38 treatment. We included 38 consecutive RRMM patients who underwent a PET/CT scan treated at our institution at relapse. The median PFS was 12.5 months and the median OS was not reached. 42% of the patients had an initial ISS score of 1, 37% of 2, and 21% of 3. The presence of >3 focal lesions (FLs, n = 19) and the ISS score were associated with inferior PFS (p = 0.0036 and p = 0.0026) and OS (p = 0.025 and p = 0.0098). Patients with >3 FLs had a higher initial ISS score (p = 0.028). In multivariable analysis, the ISS score and >3 FLs were independent prognostic factors for PFS (p = 0.010 and p = 0.025 respectively), and combined they individualized a high-risk group with a median PFS and OS of 3.1 months and 8.5 months respectively vs. not reached for the other patients. The presence of >3 FLs on PET was predictive of survival outcomes in patients with RRMM treated using CD38 targeted therapy. Combined with the initial ISS, an ultra-high-risk RRMM population can thus be identified.
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Affiliation(s)
- Guillemette Fouquet
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service d’Hématologie Clinique, Hôpital Cochin, 75014 Paris, France; (G.F.); (L.W.); (B.D.-F.); (P.F.); (J.D.); (P.D.); (D.B.); (M.V.)
| | - Myriam Wartski
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service de Médecine Nucléaire, Hôpital Cochin, 75014 Paris, France; (M.W.); (A.D.); (J.C.)
| | - Amina Dechmi
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service de Médecine Nucléaire, Hôpital Cochin, 75014 Paris, France; (M.W.); (A.D.); (J.C.)
| | - Lise Willems
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service d’Hématologie Clinique, Hôpital Cochin, 75014 Paris, France; (G.F.); (L.W.); (B.D.-F.); (P.F.); (J.D.); (P.D.); (D.B.); (M.V.)
| | - Bénédicte Deau-Fischer
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service d’Hématologie Clinique, Hôpital Cochin, 75014 Paris, France; (G.F.); (L.W.); (B.D.-F.); (P.F.); (J.D.); (P.D.); (D.B.); (M.V.)
| | - Patricia Franchi
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service d’Hématologie Clinique, Hôpital Cochin, 75014 Paris, France; (G.F.); (L.W.); (B.D.-F.); (P.F.); (J.D.); (P.D.); (D.B.); (M.V.)
| | - Justine Descroocq
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service d’Hématologie Clinique, Hôpital Cochin, 75014 Paris, France; (G.F.); (L.W.); (B.D.-F.); (P.F.); (J.D.); (P.D.); (D.B.); (M.V.)
| | - Paul Deschamps
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service d’Hématologie Clinique, Hôpital Cochin, 75014 Paris, France; (G.F.); (L.W.); (B.D.-F.); (P.F.); (J.D.); (P.D.); (D.B.); (M.V.)
| | - Estelle Blanc-Autran
- Hôpital Marie Lannelongue, Service de Médecine Nucléaire, 92350 Le Plessis-Robinson, France;
| | - Jérôme Clerc
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service de Médecine Nucléaire, Hôpital Cochin, 75014 Paris, France; (M.W.); (A.D.); (J.C.)
| | - Didier Bouscary
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service d’Hématologie Clinique, Hôpital Cochin, 75014 Paris, France; (G.F.); (L.W.); (B.D.-F.); (P.F.); (J.D.); (P.D.); (D.B.); (M.V.)
| | - Sylvain Barreau
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service D’hémato-Biologie, Hôpital Cochin, 75014 Paris, France; (S.B.); (N.C.)
| | - Nicolas Chapuis
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service D’hémato-Biologie, Hôpital Cochin, 75014 Paris, France; (S.B.); (N.C.)
| | - Marguerite Vignon
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service d’Hématologie Clinique, Hôpital Cochin, 75014 Paris, France; (G.F.); (L.W.); (B.D.-F.); (P.F.); (J.D.); (P.D.); (D.B.); (M.V.)
| | - Anne-Ségolène Cottereau
- Assistance Publique-Hôpitaux de Paris Centre, Université de Paris, Service de Médecine Nucléaire, Hôpital Cochin, 75014 Paris, France; (M.W.); (A.D.); (J.C.)
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