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Real-world comparative effectiveness of triplets containing bortezomib (B), carfilzomib (C), daratumumab (D), or ixazomib (I) in relapsed/refractory multiple myeloma (RRMM) in the US

Davies, Faith; Rifkin, Robert; Costello, Caitlin; Morgan, Gareth; Usmani, Saad; Abonour, Rafat; Palumbo, Antonio; Romanus, Dorothy; Hajek, Roman; Terpos, Evangelos; Cherepanov, Dasha; Stull, Dawn Marie; Huang, Hui; Leleu, Xavier; Berdeja, Jesus; Lee, Hans C; Weisel, Katja; Thompson, Michael; Boccadoro, Mario; Zonder, Jeffrey; Cook, Gordon; Puig, Noemi; Vela-Ojeda, Jorge; Farrelly, Eileen; Raju, Aditya; Blazer, Marlo; Chari, Ajai
Multiple available combinations of proteasome inhibitors, immunomodulators (IMIDs), and monoclonal antibodies are shifting the relapsed/refractory multiple myeloma (RRMM) treatment landscape. Lack of head-to-head trials of triplet regimens highlights the need for real-world (RW) evidence. We conducted an RW comparative effectiveness analysis of bortezomib (V), carfilzomib (K), ixazomib (I), and daratumumab (D) combined with either lenalidomide or pomalidomide plus dexamethasone (Rd or Pd) in RRMM. A retrospective cohort of patients initiating triplet regimens in line of therapy (LOT) ≥ 2 on/after 1/1/2014 was followed between 1/2007 and 3/2018 in Optum's deidentified US electronic health records database. Time to next treatment (TTNT) was estimated using Kaplan-Meier methods; regimens were compared using covariate-adjusted Cox proportional hazard models. Seven hundred forty-one patients (820 patient LOTs) with an Rd backbone (VRd, n = 349; KRd, n = 218; DRd, n = 99; IRd, n = 154) and 348 patients (392 patient LOTs) with a Pd backbone (VPd, n = 52; KPd, n = 146; DPd, n = 149; IPd, n = 45) in LOTs ≥2 were identified. More patients ≥75 years received IRd (39.6%), IPd (37.8%), and VRd (36.7%) than other triplets. More patients receiving VRd/VPd were in LOT2 vs other triplets. Unadjusted median TTNT in LOT ≥ 2: VRd, 13.9; KRd, 8.7; IRd, 11.4; DRd, not estimable (NE); and VPd, 12.0; KPd, 6.7; IPd, 9.5 months; DPd, NE. In covariate-adjusted analysis, only KRd vs DRd was associated with a significantly higher risk of next LOT initiation/death (HR 1.72; P = 0.0142); no Pd triplet was significantly different vs DPd in LOT ≥ 2. Our data highlight important efficacy/effectiveness gaps between results observed in phase 3 clinical trials and those realized in the RW.
PMID: 33970288
ISSN: 1432-0584
CID: 4878222

Copy number signatures predict chromothripsis and clinical outcomes in newly diagnosed multiple myeloma

Maclachlan, Kylee H; Rustad, Even H; Derkach, Andriy; Zheng-Lin, Binbin; Yellapantula, Venkata; Diamond, Benjamin; Hultcrantz, Malin; Ziccheddu, Bachisio; Boyle, Eileen M; Blaney, Patrick; Bolli, Niccolò; Zhang, Yanming; Dogan, Ahmet; Lesokhin, Alexander M; Morgan, Gareth J; Landgren, Ola; Maura, Francesco
Chromothripsis is detectable in 20-30% of newly diagnosed multiple myeloma (NDMM) patients and is emerging as a new independent adverse prognostic factor. In this study we interrogate 752 NDMM patients using whole genome sequencing (WGS) to investigate the relationship of copy number (CN) signatures to chromothripsis and show they are highly associated. CN signatures are highly predictive of the presence of chromothripsis (AUC = 0.90) and can be used identify its adverse prognostic impact. The ability of CN signatures to predict the presence of chromothripsis is confirmed in a validation series of WGS comprised of 235 hematological cancers (AUC = 0.97) and an independent series of 34 NDMM (AUC = 0.87). We show that CN signatures can also be derived from whole exome data (WES) and using 677 cases from the same series of NDMM, we are able to predict both the presence of chromothripsis (AUC = 0.82) and its adverse prognostic impact. CN signatures constitute a flexible tool to identify the presence of chromothripsis and is applicable to WES and WGS data.
PMID: 34453055
ISSN: 2041-1723
CID: 4989192

Mutations in CRBN and other cereblon pathway genes are infrequently associated with acquired resistance to immunomodulatory drugs

Jones, J R; Barber, A; Le Bihan, Y-V; Weinhold, N; Ashby, C; Walker, B A; Wardell, C P; Wang, H; Kaiser, M F; Jackson, G H; Davies, F E; Chopra, R; Morgan, G J; Pawlyn, C
PMID: 34373585
ISSN: 1476-5551
CID: 5006132

Plasma cells expression from smouldering myeloma to myeloma reveals the importance of the PRC2 complex, cell cycle progression, and the divergent evolutionary pathways within the different molecular subgroups

Boyle, Eileen M; Rosenthal, Adam; Ghamlouch, Hussein; Wang, Yan; Farmer, Phillip; Rutherford, Michael; Ashby, Cody; Bauer, Michael; Johnson, Sarah K; Wardell, Christopher P; Wang, Yubao; Hoering, Antje; Schinke, Carolina; Thanendrarajan, Sharmilan; Zangari, Maurizio; Barlogie, Bart; Dhodapkar, Madhav V; Davies, Faith E; Morgan, Gareth J; van Rhee, Frits; Walker, Brian A
Sequencing studies have shed some light on the pathogenesis of progression from smouldering multiple myeloma (SMM) and symptomatic multiple myeloma (MM). Given the scarcity of smouldering samples, little data are available to determine which translational programmes are dysregulated and whether the mechanisms of progression are uniform across the main molecular subgroups. In this work, we investigated 223 SMM and 1348 MM samples from the University of Arkansas for Medical Sciences (UAMS) for which we had gene expression profiling (GEP). Patients were analysed by TC-7 subgroup for gene expression changes between SMM and MM. Among the commonly dysregulated genes in each subgroup, PHF19 and EZH2 highlight the importance of the PRC2.1 complex. We show that subgroup specific differences exist even at the SMM stage of disease with different biological features driving progression within each TC molecular subgroup. These data suggest that MMSET SMM has already transformed, but that the other precursor diseases are distinct clinical entities from their symptomatic counterpart.
PMID: 34365473
ISSN: 1476-5551
CID: 5006072

The mutagenic impact of melphalan in multiple myeloma

Maura, Francesco; Weinhold, Niels; Diamond, Benjamin; Kazandjian, Dickran; Rasche, Leo; Morgan, Gareth; Landgren, Ola
The introduction of whole genome and exome sequencing partnered with advanced bioinformatic pipelines has allowed the comprehensive characterization of mutational processes (i.e., mutational signatures) in individual cancer patients. Studies focusing on multiple myeloma have defined several mutational processes, including a recently identified mutational signature (called "SBS-MM1") directly caused by exposure to high-dose melphalan (i.e., autologous stem cell transplant). High-dose melphalan exposure increases both the overall and nonsynonymous mutational burden detected between diagnosis and relapse by ~10-20%. Nevertheless, most of these mutations are acquired within the heterochromatin and late-replicating regions, rarely involving key myeloma driver genes. In this review, we summarize key studies that made this discovery possible, and we discuss potential clinical implications.
PMID: 34012133
ISSN: 1476-5551
CID: 4878732

High-risk transcriptional profiles in multiple myeloma are an acquired feature that can occur in any subtype and more frequently with each subsequent relapse [Letter]

Boyle, Eileen M; Rosenthal, Adam; Wang, Yan; Farmer, Philip; Rutherford, Michael; Ashby, Cody; Bauer, Michael; Johnson, Sarah K; Wardell, Christopher P; Hoering, Antje; Schinke, Carolina; Thanendrarajan, Sharmilan; Zangari, Maurizio; Barlogie, Bart; Davies, Faith E; Walker, Brian A; van Rhee, Frits; Morgan, Gareth J
PMID: 34244996
ISSN: 1365-2141
CID: 4965752

Lenalidomide before and after ASCT for transplant-eligible patients of all ages in the randomized, phase III, Myeloma XI trial

Jackson, Graham H; Davies, Faith E; Pawlyn, Charlotte; Cairns, David A; Striha, Alina; Collett, Corinne; Waterhouse, Anna; Jones, John R; Kishore, Bhuvan; Garg, Mamta; Williams, Cathy D; Karunanithi, Kamaraj; Lindsay, Jindriska; Allotey, David; Shafeek, Salim; Jenner, Matthew W; Cook, Gordon; Russell, Nigel H; Kaiser, Martin F; Drayson, Mark T; Owen, Roger G; Gregory, Walter M; Morgan, Gareth J
The optimal way to use immunomodulatory drugs as components of induction and maintenance therapy for multiple myeloma is unresolved. We addressed this question in a large phase III randomized trial, Myeloma XI. Patients with newly diagnosed multiple myeloma (n = 2042) were randomized to induction therapy with cyclophosphamide, thalidomide, and dexamethasone (CTD) or cyclophosphamide, lenalidomide, and dexamethasone (CRD). Additional intensification therapy with cyclophosphamide, bortezomib and dexamethasone (CVD) was administered before ASCT to patients with a suboptimal response to induction therapy using a response-adapted approach. After receiving high-dose melphalan with autologous stem cell transplantation (ASCT), eligible patients were further randomized to receive either lenalidomide alone or observation alone. Co-primary endpoints were progression-free survival (PFS) and overall survival (OS). The CRD regimen was associated with significantly longer PFS (median: 36 vs. 33 months; hazard ratio [HR], 0.85; 95% confidence interval [CI], 0.75-0.96; P = 0.0116) and OS (3-year OS: 82.9% vs. 77.0%; HR, 0.77; 95% CI, 0.63-0.93; P = 0.0072) compared with CTD. The PFS and OS results favored CRD over CTD across all subgroups, including patients with International Staging System stage III disease (HR for PFS, 0.73; 95% CI, 0.58-0.93; HR for OS, 0.78; 95% CI, 0.56-1.09), high-risk cytogenetics (HR for PFS, 0.60; 95% CI, 0.43-0.84; HR for OS, 0.70; 95% CI, 0.42-1.15) and ultra high-risk cytogenetics (HR for PFS, 0.67; 95% CI, 0.41-1.11; HR for OS, 0.65; 95% CI, 0.34-1.25). Among patients randomized to lenalidomide maintenance (n = 451) or observation (n = 377), maintenance therapy improved PFS (median: 50 vs. 28 months; HR, 0.47; 95% CI, 0.37-0.60; P < 0.0001). Optimal results for PFS and OS were achieved in the patients who received CRD induction and lenalidomide maintenance. The trial was registered with the EU Clinical Trials Register (EudraCT 2009-010956-93) and ISRCTN49407852.
PMID: 32499244
ISSN: 1592-8721
CID: 4482122

Copy number evolution and its relationship with patient outcome-an analysis of 178 matched presentation-relapse tumor pairs from the Myeloma XI trial

Croft, James; Ellis, Sidra; Sherborne, Amy L; Sharp, Kim; Price, Amy; Jenner, Matthew W; Drayson, Mark T; Owen, Roger G; Chown, Sally; Lindsay, Jindriska; Karunanithi, Kamaraj; Hunter, Hannah; Gregory, Walter M; Davies, Faith E; Morgan, Gareth J; Cook, Gordon; Atanesyan, Lilit; Savola, Suvi; Cairns, David A; Jackson, Graham; Houlston, Richard S; Kaiser, Martin F
Structural chromosomal changes including copy number aberrations (CNAs) are a major feature of multiple myeloma (MM), however their evolution in context of modern biological therapy is not well characterized. To investigate acquisition of CNAs and their prognostic relevance in context of first-line therapy, we profiled tumor diagnosis-relapse pairs from 178 NCRI Myeloma XI (ISRCTN49407852) trial patients using digital multiplex ligation-dependent probe amplification. CNA profiles acquired at relapse differed substantially between MM subtypes: hyperdiploid (HRD) tumors evolved predominantly in branching pattern vs. linear pattern in t(4;14) vs. stable pattern in t(11;14). CNA acquisition also differed between subtypes based on CCND expression, with a marked enrichment of acquired del(17p) in CCND2 over CCND1 tumors. Acquired CNAs were not influenced by high-dose melphalan or lenalidomide maintenance randomization. A branching evolution pattern was significantly associated with inferior overall survival (OS; hazard ratio (HR) 2.61, P = 0.0048). As an individual lesion, acquisition of gain(1q) at relapse was associated with shorter OS, independent of other risk markers or time of relapse (HR = 2.00; P = 0.021). There is an increasing need for rational therapy sequencing in MM. Our data supports the value of repeat molecular profiling to characterize disease evolution and inform management of MM relapse.
PMID: 33262523
ISSN: 1476-5551
CID: 4735452

Improving prognostic assignment in older adults with multiple myeloma using acquired genetic features, clonal hemopoiesis and telomere length

Boyle, Eileen M; Williams, Louis; Blaney, Patrick; Ashby, Cody; Bauer, Michael; Walker, Brian A; Ghamlouch, Hussein; Choi, Jinyoung; Perrial, Emeline; Wang, Yubao; Caro, Jessica; Stoeckle, James H; Arbini, Arnaldo; Kaminetzky, David; Braunstein, Marc; Bruno, Benedetto; Razzo, Beatrice; Diamond, Benjamin; Maclachlan, Kylee; Maura, Francesco; Landgren, Ola; Litke, Rachel; Fegan, Christopher D; Keats, Johnathan; Auclair, Daniel; Davies, Faith E; Morgan, Gareth J
PMID: 34148053
ISSN: 1476-5551
CID: 4918002

Chromosome 1q21 abnormalities refine outcome prediction in patients with multiple myeloma - a meta-analysis of 2,596 trial patients

Weinhold, Niels; Salwender, Hans J; Cairns, David A; Raab, Marc S; Waldron, George; Blau, Igor W; Bertsch, Uta; Hielscher, Thomas; Morgan, Gareth J; Jauch, Anna; Davies, Faith E; Hänel, Mathias; Cook, Gordon; Scheid, Christoph; Houlston, Richard; Goldschmidt, Hartmut; Jackson, Graham; Kaiser, Martin F
Not available.
PMID: 34092058
ISSN: 1592-8721
CID: 4905982