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Hansen D, Gautam S, Lafeuille M, Rossi C, Moore B, Tardif‐Samson A, Thompson‐Leduc P, Fu A, Cortoos A, Kaila S, Fonseca R. Comparison of Time to Next Treatment or Death Between Front-Line Daratumumab, Lenalidomide, and Dexamethasone (DRd) Versus Bortezomib, Lenalidomide, and Dexamethasone (VRd) Among Transplant-Ineligible Patients With Multiple Myeloma. Cancer Med 2024; 13:e70308. [PMID: 39486091 PMCID: PMC11530241 DOI: 10.1002/cam4.70308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 09/20/2024] [Accepted: 09/28/2024] [Indexed: 11/04/2024] Open
Abstract
INTRODUCTION Daratumumab, lenalidomide, and dexamethasone (DRd) and bortezomib, lenalidomide, and dexamethasone (VRd) are the only preferred treatment regimens for patients with transplant-ineligible (TIE) newly diagnosed multiple myeloma (NDMM). As there are no randomized head-to-head studies of DRd versus VRd, this analysis aimed to compare real-world time-to-next-treatment (TTNT) or death in this population. METHODS Patients with NDMM who received front-line (FL) DRd or VRd were identified from the Acentrus database (January 1, 2018 to May 31, 2023). Those with a record of a stem cell transplant or aged < 65 years were excluded to limit analysis to the TIE population. Inverse probability of treatment weighting was used to balance baseline patient characteristics. A doubly robust Cox proportional hazards model was used to compare TTNT or death between cohorts. RESULTS A total of 149 and 494 patients who initiated DRd and VRd, respectively, were identified. After weighting (weighted NDRd = 302, weighted NVRd = 341), cohorts had similar baseline characteristics. Of these, 98 (32.4%) DRd and 175 (51.2%) VRd patients either received a subsequent line of therapy or died, with a median TTNT or death of 37.8 months in the DRd cohort and 18.7 months in the VRd cohort (hazard ratio: 0.58, 95% confidence interval: 0.35, 0.81; p < 0.001). CONCLUSION Treatment of TIE NDMM patients with DRd led to a significantly longer TTNT or death compared to VRd, evidenced by a 42% risk reduction, supporting the effectiveness of DRd over VRd as FL treatment in this patient population.
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Affiliation(s)
- Doris K. Hansen
- Department of Blood and Marrow Transplant and Cellular ImmunotherapyH. Lee Moffitt Cancer Center & Research InstituteTampaFloridaUSA
| | | | | | | | | | | | | | - Alex Z. Fu
- Janssen Scientific Affairs, LLCHorshamPennsylvaniaUSA
| | | | | | - Rafael Fonseca
- Division of Hematology and Medical OncologyMayo ClinicPhoenixArizonaUSA
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Facon T, San-Miguel J, Dimopoulos MA, Mateos MV, Cavo M, van Beekhuizen S, Yuan Z, Mendes J, Lam A, He J, Ammann E, Kumar S. Treatment Regimens for Transplant-Ineligible Patients With Newly Diagnosed Multiple Myeloma: A Systematic Literature Review and Network Meta-analysis. Adv Ther 2022; 39:1976-1992. [PMID: 35246820 PMCID: PMC9056460 DOI: 10.1007/s12325-022-02083-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 02/09/2022] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Many treatment regimens have been evaluated in transplant-ineligible (TIE) patients with newly diagnosed multiple myeloma (NDMM). The objective of this study was to compare the efficacy of relevant therapies for the treatment of TIE patients with NDMM. METHODS Progression-free survival (PFS) and overall survival (OS) from large randomised controlled trials (RCTs) evaluating different treatment options for TIE patients with NDMM were compared in a network meta-analysis (NMA). The NMA includes recent primary and long-term OS readouts from SWOG S0777, ENDURANCE, MAIA, and ALCYONE. Relevant trials were identified through a systematic literature review. Relative efficacy measures (i.e., hazard ratios [HRs] for PFS and OS) were extracted and synthesised in random-effects NMAs. RESULTS A total of 122 publications describing 45 unique RCTs was identified. Continuous lenalidomide/dexamethasone (Rd) was selected as the referent comparator. Daratumumab-containing treatments (daratumumab/lenalidomide/dexamethasone [D-Rd], daratumumab/bortezomib/melphalan/prednisone [D-VMP]) and bortezomib/lenalidomide/dexamethasone (VRd) had the highest probabilities of being more effective than Rd continuous for PFS (HR: D-Rd, 0.53; D-VMP, 0.57, VRd, 0.77) and OS (HR: D-Rd, 0.68; VRd, 0.77, D-VMP, 0.78). D-Rd had the highest chance of being ranked as the most effective treatment with respect to PFS and OS. Results using a smaller network focusing on only those regimens that are relevant in Europe were consistent with the primary analysis. CONCLUSIONS These comparative effectiveness data may help inform treatment selection in TIE patients with NDMM.
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Affiliation(s)
- Thierry Facon
- Department of Haematology, Lille University Hospital, Lille, France
| | - Jesús San-Miguel
- Clínica Universidad de Navarra-CIMA, IDISNA, CIBERONC, Pamplona, Spain
| | | | | | - Michele Cavo
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Seràgnoli Institute of Hematology, Bologna University School of Medicine, Bologna, Italy
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Arnall JR, Maples KT, Harvey RD, Moore DC. Daratumumab for the Treatment of Multiple Myeloma: A Review of Clinical Applicability and Operational Considerations. Ann Pharmacother 2021; 56:927-940. [PMID: 34963325 DOI: 10.1177/10600280211058754] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE To review the available data for the efficacy and safety of daratumumab in the treatment of multiple myeloma (MM), both in the newly diagnosed and relapsed/refractory settings, as well as provide additional guidance to clinicians on operational, safety, and supportive care considerations. DATA SOURCES A literature search of PubMed (1966 to October 2021) was conducted using the keywords daratumumab, Darzalex, and myeloma. Data were also obtained from prescribing information and unpublished abstracts from meetings. STUDY SELECTION AND DATA EXTRACTION All relevant published articles, prescribing information, and unpublished meeting abstracts on daratumumab for the treatment of MM were reviewed. DATA SYNTHESIS Daratumumab is an anti-CD38 monoclonal antibody indicated for the treatment of MM. The addition of daratumumab to proteasome inhibitor and immunomodulatory drug-based regimens has led to a consistent improvement in progression-free survival and response rates in relapsed/refractory MM as per the POLLUX, CASTOR, APOLLO, and CANDOR trials. The ALCYONE and MAIA phase III trials have demonstrated an overall survival benefit when adding daratumumab to frontline regimens for transplant-ineligible patients with newly diagnosed MM. In transplant-eligible patients, daratumumab-based quadruplet regimens have improved depth of response in the CASSIOPIEA and GRIFFIN trials. RELEVANCE TO PATIENT CARE AND CLINICAL PRACTICE Operational and safety considerations that clinicians need to account for do exist, including different administration and infusion strategies, infusion-related reactions, increased risk for infectious complications, and interference with blood transfusion management. CONCLUSIONS Daratumumab has led to a shift in the treatment paradigm of both newly diagnosed and relapsed/refractory MM, leading to improvements in outcomes such as response rates, depth of response, and progression-free survival.
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Affiliation(s)
- Justin R Arnall
- Specialty Pharmacy Service, Atrium Health, Charlotte, NC, USA
| | - Kathryn T Maples
- Department of Pharmaceutical Services, Winship Cancer Institute, Emory University Hospitals, Atlanta, GA, USA
| | - R Donald Harvey
- Winship Cancer Institute, School of Medicine, Emory University, Atlanta, GA, USA
| | - Donald C Moore
- Department of Pharmacy, Levine Cancer Institute, Atrium Health, Concord, NC, USA
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Cao Y, Zhao L, Zhang T, Cao W. Cost-Effectiveness Analysis of Adding Daratumumab to Bortezomib, Melphalan, and Prednisone for Untreated Multiple Myeloma. Front Pharmacol 2021; 12:608685. [PMID: 33732154 PMCID: PMC7957051 DOI: 10.3389/fphar.2021.608685] [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: 09/21/2020] [Accepted: 01/26/2021] [Indexed: 11/13/2022] Open
Abstract
Background: To evaluate the cost-effectiveness of adding daratumumab to bortezomib, melphalan, and prednisone for transplant-ineligible newly diagnosed multiple myeloma patients. Methods: A three-state Markov model was developed from the perspective of US payers to simulate the disease development of patient's life time for daratumumab plus bortezomib, melphalan, and prednisone (D-VMP) and bortezomib, melphalan, and prednisone (VMP) regimens. The primary outputs were total costs, expected life-years (LYs), quality-adjusted life-years (QALYs) and incremental cost-effectiveness ratios (ICERs). Results: The base case results showed that adding daratumumab to VMP provided an additional 3.00 Lys or 2.03 QALYs, at a cost of $262,526 per LY or $388,364 per QALY. Sensitivity analysis indicated that the results were most sensitive to utility of progression disease of D-VMP regimens, but no matter how these parameters changed, ICERs remained higher than $150,000 per QALY. Conclusion: In the case that the upper limit of willingness to pay threshold was $150,000 per QALY from the perspective of US payers, D-VMP was not a cost-effective regimen compared to VMP.
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Affiliation(s)
- Yaohua Cao
- Department of Pharmacy, The Third Affiliated Hospital (The Affiliated Luohu Hospital) of Shenzhen University, Shenzhen, China
| | - Lina Zhao
- College of Pharmacy, Jinan University, Guangzhou, China
| | - Tiantian Zhang
- College of Pharmacy, Jinan University, Guangzhou, China.,Guangzhou Huabo Biopharmaceutical Research Institute, Guangzhou, China
| | - Weiling Cao
- Department of Pharmacy, The Third Affiliated Hospital (The Affiliated Luohu Hospital) of Shenzhen University, Shenzhen, China
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Chong LL, Soon YY, Soekojo CY, Ooi M, Chng WJ, de Mel S. Daratumumab-based induction therapy for multiple myeloma: A systematic review and meta-analysis. Crit Rev Oncol Hematol 2020; 159:103211. [PMID: 33387628 DOI: 10.1016/j.critrevonc.2020.103211] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 12/13/2020] [Accepted: 12/20/2020] [Indexed: 11/17/2022] Open
Abstract
This study aims to evaluate the efficacy and safety of Daratumumab-based induction therapy (DBI) in newly diagnosed multiple myeloma (MM). We identified four eligible RCTs including 2735 patients. The primary outcomes of RCTs involving transplant eligible (TEMM) and non-transplant eligible MM (NTEMM) were stringent complete response (sCR) and progression-free survival (PFS) respectively. Meta-analysis was performed using random-effects models. DBI improved sCR rates for standard risk (SR) (OR 1.86, 95 % CI 1.41-2.46) but not HiR (high risk) (OR 0.78, 95 % CI 0.41-1.48) (interaction P = 0.01) TEMM. In NTEMM, DBI improved PFS in SR (HR 0.44, 95 % CI 0.35-0.55) but not HiR patients. (HR 0.81, 95 % CI 0.52-1.27) (interaction P = 0.02). In conclusion, while DBI is efficacious in SR patients, there is insufficient data to support a benefit in HiR-MM.
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Affiliation(s)
- Lip Leong Chong
- Department of Haematology Oncology, National University Cancer Institute Singapore, National University Health System Singapore, Singapore
| | - Yu Yang Soon
- Department of Radiation Oncology, National University Cancer Institute Singapore, National University Health System Singapore, Singapore
| | - Cinnie Yentia Soekojo
- Department of Haematology Oncology, National University Cancer Institute Singapore, National University Health System Singapore, Singapore
| | - Melissa Ooi
- Department of Haematology Oncology, National University Cancer Institute Singapore, National University Health System Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Wee Joo Chng
- Department of Haematology Oncology, National University Cancer Institute Singapore, National University Health System Singapore, Singapore; Cancer Science Institute of Singapore, National University of Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Sanjay de Mel
- Department of Haematology Oncology, National University Cancer Institute Singapore, National University Health System Singapore, Singapore.
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Wang J, Chen J, Qiu D, Zeng Z. Regulatory role of DEPTOR‑mediated cellular autophagy and mitochondrial reactive oxygen species in angiogenesis in multiple myeloma. Int J Mol Med 2020; 47:643-658. [PMID: 33416146 PMCID: PMC7797453 DOI: 10.3892/ijmm.2020.4831] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 11/25/2020] [Indexed: 11/09/2022] Open
Abstract
DEPTOR, an inhibitor of mammalian target of rapamycin (mTOR), is essential for the survival of multiple myeloma (MM) cells. The expression level of DEPTOR is closely related to the prognosis of patients with MM treated with the antiangiogenic agent thalidomide; however, its role in the regulation of angiogenesis has not yet been elucidated. In the present study, the expression levels of DEPTOR and vascular endothelial growth factor (VEGF), and the microvessel density (MVD) of bone marrow (BM) from patients with MM assessed. DEPTORoverexpression plasmid or CRISPR-associated protein 9 (Cas9) and single guided RNAs (sgRNAs) were used to modulate DEPTOR expression. The DEPTOR-mediated angiogenic effects were assessed using a tube formation assay of human umbilical vein endothelial cells (HUVECs) cultured in the collected conditioned medium from MM cell lines with different expression levels of DEPTOR. It was found that the expression level of DEPTOR negatively correlated with the VEGF level and BM MVD in MM. Autophagic activity was regulated by DEPTOR expression, but was not related to thalidomide-binding protein CRBN, which is required for thalidomide to play an anti-tumor and antiangiogenic role in MM cells. The disruption of DEPTOR protein decreased cellular autophagy, increased VEGF expression in MM cells, and inhibited the tube formation of HUVECs, while a high expression of DEPTOR exerted the opposite effect. Moreover, targeting DEPTOR also resulted in the production of mitochondrial reactive oxygen species (mtROS), the phosphorylation of nuclear factor-κB (NF-κB) and an increase in interleukin 6 (IL-6) secretion. Of note, these effects are fully abrogated by treatment with autophagy activator (SMER28) or mitochondrial-specific antioxidant (Mito-TEMPO). Taken together, the present study demonstrates the role of DEPTOR in the regulation of autophagy/mtROS and subsequent angiogenesis. The results provide a novel mechanism for the further understanding of the therapeutic effects of thalidomide on MM.
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Affiliation(s)
- Jizhen Wang
- Department of Hematology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350005, P.R. China
| | - Junmin Chen
- Department of Hematology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350005, P.R. China
| | - Dongbiao Qiu
- Department of Blood Transfusion, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350005, P.R. China
| | - Zhiyong Zeng
- Department of Hematology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350005, P.R. China
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Perl RM, Gronbach F, Fritz J, Horger MS, Hepp T. Longitudinal monitoring of apparent diffusion coefficient (ADC) in myeloma patients with lower M-gradient levels undergoing systemic treatment and whole-body MRI monitoring. Eur J Radiol 2020; 132:109306. [PMID: 33038578 DOI: 10.1016/j.ejrad.2020.109306] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 08/19/2020] [Accepted: 09/20/2020] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Longitudinal assessment of changes in apparent diffusion coefficient (ADC)-values in multiple myeloma (MM) patients and their potential role for classifying disease activity. METHODS Retrospective analysis of whole-body-MRI data in 73 stage III MM patients undergoing systemic treatment. Bone marrow involvement was evaluated using a standardized unenhanced 4-sequences whole-body-MRI protocol. We measured ADC-values in focal lesions (FL) and diffusely involved bone marrow (DIBM) areas. Response to treatment was based on the course of hematologic parameters. The time points of MRI-examinations were baseline, 1st (mean, 3 months), 2nd (mean, 10 months), and 3rd (mean, 18 months) follow up (FU). RESULTS Mean IgG and IgA serum values at baseline were 2.1 mg/dl and 1.8 mg/dl, respectively. Patients were classified into responders (n = 59) and non-responders (n = 34). Some patients were re-enrolled for new treatment regimens as they became therapy-refractory. Patterns of medullary involvement were focal (n = 44), diffuse (n = 61) and mixed (n = 30). In FL, a subgroup of myeloma patients undergoing short-term 1st FU experienced a significant increase in ADC in responders (p = 0.001), but not in non-responders (p = 0.9). In the further course of the study, ADC levels decreased continuously in responders (p = 0.02) and increased slightly in non-responders (p = 0.8). In patients with DIBM, ADC values decreased in the responders (p < 0.001) and in the non-responders (p = 0.78). An ADC cut-off value of 0.5-0.6 × 10-3 mm2/s for diagnosing inactive disease at follow-up proved unreliable. CONCLUSIONS In myeloma-patients with lower tumor burden, the longitudinal course of ADC-values is predictable only for FL whereas for DIBM ADC-changes considerably overlap between responders and non-responders and are not indicative for assessment of the disease activity.
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Affiliation(s)
- Regine Mariette Perl
- Department of Diagnostic and Interventional Radiology University-Hospital of Tuebingen, Germany.
| | - Felix Gronbach
- Department of Diagnostic and Interventional Radiology University-Hospital of Tuebingen, Germany
| | - Jan Fritz
- New York University Langone HealthGrossman School of Medicine, Department of Radiology, New York, USA
| | - Marius Stefan Horger
- Department of Diagnostic and Interventional Radiology University-Hospital of Tuebingen, Germany
| | - Tobias Hepp
- Department of Diagnostic and Interventional Radiology University-Hospital of Tuebingen, Germany; Max Planck Institute for Intelligent Systems, Tuebingen, Germany
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Dima D, Dower J, Comenzo RL, Varga C. Evaluating Daratumumab in the Treatment of Multiple Myeloma: Safety, Efficacy and Place in Therapy. Cancer Manag Res 2020; 12:7891-7903. [PMID: 32904669 PMCID: PMC7457558 DOI: 10.2147/cmar.s212526] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 08/04/2020] [Indexed: 12/29/2022] Open
Abstract
Despite the tremendous advances in the treatment of multiple myeloma, mortality remains significant, highlighting the need for new effective strategies. In recent years, daratumumab, a novel human monoclonal antibody, binding CD38, has dramatically improved outcomes either as monotherapy or in combination with traditional regimens. Originally approved for relapsed/refractory multiple myeloma, this breakthrough medication is now being used as frontline therapy in patients with newly diagnosed multiple myeloma regardless of transplant eligibility, with trials showing promising results. Its tolerable side-effect profile and enhanced efficacy have led to its widespread incorporation into the management of multiple myeloma and further exploration about its use in other entities such as smoldering myeloma, MGUS, MGRS and amyloidosis. This comprehensive review will discuss daratumumab's mechanism of action and safety profile, as well as research which has defined its current approved indications, and ongoing clinical investigation that will define its future.
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Affiliation(s)
- Danai Dima
- Department of Medicine, Tufts Medical Center, Boston, MA02111, USA
| | - Joshua Dower
- Department of Medicine, Tufts Medical Center, Boston, MA02111, USA
| | - Raymond L Comenzo
- The John Conant Davis Myeloma and Amyloid Program, Division of Hematology-Oncology, Tufts Medical Center, Boston, MA02111, USA
| | - Cindy Varga
- The John Conant Davis Myeloma and Amyloid Program, Division of Hematology-Oncology, Tufts Medical Center, Boston, MA02111, USA
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Gil‐Sierra MD, Gimeno‐Ballester V, Fenix‐Caballero S, Alegre‐Del Rey EJ. Network meta‐analysis of first‐line treatments in transplant‐ineligible multiple myeloma patients. Eur J Haematol 2020; 105:56-65. [DOI: 10.1111/ejh.13407] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Revised: 03/02/2020] [Accepted: 03/04/2020] [Indexed: 01/30/2023]
Affiliation(s)
- Manuel David Gil‐Sierra
- Pharmacy Department Hospital Doctor Jose Molina Orosa Arrecife Spain
- Pharmacology Department Facultad de Farmacia Universidad de Sevilla Sevilla Spain
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Abdallah N, Kumar SK. Daratumumab in untreated newly diagnosed multiple myeloma. Ther Adv Hematol 2019; 10:2040620719894871. [PMID: 31903177 PMCID: PMC6928545 DOI: 10.1177/2040620719894871] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 11/20/2019] [Indexed: 11/16/2022] Open
Abstract
The treatment of multiple myeloma has evolved markedly in the last decade, but mortality remains high, emphasizing the need for more effective therapies. Daratumumab, a fully human monoclonal antibody targeting CD38, has shown clinical efficacy in relapsed/refractory multiple myeloma both as monotherapy and in combination with other drugs, including novel agents. More recently, promising results have been reported in patients with untreated newly diagnosed multiple myeloma (NDMM). Clinical trials thus far have shown enhanced efficacy and tolerability of several daratumumab-based combinations in both transplant ineligible and eligible patients, without compromising transplant ability. However, benefit in high-risk subpopulations is still unclear. A subcutaneous formulation of daratumumab has been introduced to decrease the risk of infusion reactions, with preliminary results showing non-inferior efficacy. The antimyeloma activity of daratumumab is achieved through multiple mechanisms including direct, Fc-dependent, and immunomodulatory mechanisms. Enhanced efficacy of daratumumab in combination with immunomodulatory drugs and proteasome inhibitors is supported by preclinical data showing synergism. This review will focus on the role of daratumumab in untreated NDMM patients, highlighting the results of major clinical trials, and listing ongoing trials that are evaluating various daratumumab-based combinations in this setting.
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Affiliation(s)
- Nadine Abdallah
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Shaji K Kumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
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