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Genomic and immune signatures predict clinical outcome in newly diagnosed multiple myeloma treated with immunotherapy regimens
Maura, Francesco; Boyle, Eileen M; Coffey, David; Maclachlan, Kylee; Gagler, Dylan; Diamond, Benjamin; Ghamlouch, Hussein; Blaney, Patrick; Ziccheddu, Bachisio; Cirrincione, Anthony; Chojnacka, Monika; Wang, Yubao; Siegel, Ariel; Hoffman, James E; Kazandjian, Dickran; Hassoun, Hani; Guzman, Emily; Mailankody, Sham; Shah, Urvi A; Tan, Carlyn; Hultcrantz, Malin; Scordo, Michael; Shah, Gunjan L; Landau, Heather; Chung, David J; Giralt, Sergio; Zhang, Yanming; Arbini, Arnaldo; Gao, Qi; Roshal, Mikhail; Dogan, Ahmet; Lesokhin, Alexander M; Davies, Faith E; Usmani, Saad Z; Korde, Neha; Morgan, Gareth J; Landgren, Ola
Despite improving outcomes, 40% of patients with newly diagnosed multiple myeloma treated with regimens containing daratumumab, a CD38-targeted monoclonal antibody, progress prematurely. By integrating tumor whole-genome and microenvironment single-cell RNA sequencing from upfront phase 2 trials using carfilzomib, lenalidomide and dexamethasone with daratumumab ( NCT03290950 ), we show how distinct genomic drivers including high APOBEC mutational activity, IKZF3 and RPL5 deletions and 8q gain affect clinical outcomes. Furthermore, evaluation of paired bone marrow profiles, taken before and after eight cycles of carfilzomib, lenalidomide and dexamethasone with daratumumab, shows that numbers of natural killer cells before treatment, high T cell receptor diversity before treatment, the disappearance of sustained immune activation (that is, B cells and T cells) and monocyte expansion over time are all predictive of sustained minimal residual disease negativity. Overall, this study provides strong evidence of a complex interplay between tumor cells and the immune microenvironment that is predictive of clinical outcome and depth of treatment response in patients with newly diagnosed multiple myeloma treated with highly effective combinations containing anti-CD38 antibodies.
PMID: 37945755
ISSN: 2662-1347
CID: 5612852
A Meta-Analysis of the Efficacy of Pomalidomide-Based Regimens for the Treatment of Relapsed/Refractory Multiple Myeloma After Lenalidomide Exposure
Davies, Faith E; Leleu, Xavier; Vogel, Prisca; Dhanasiri, Sujith; Le Nouveau, Pauline; Weisel, Katja
INTRODUCTION:The objective was to assess the benefit of pomalidomide-based combination regimens in patients with relapsed/refractory multiple myeloma (RRMM) previously treated with lenalidomide. A pooled estimate was obtained for efficacy outcomes including overall response rate (ORR), complete response (CR) rate, and progression-free survival (PFS) based on multiple trials conducted in this patient population. PATIENTS AND METHODS:A literature search was conducted on March 22, 2022 for relevant trials published between January 1, 2016 and the search date. The search identified 12 eligible trials with publications dated between 2016 and 2021. The meta-analyses were conducted among the intention-to-treat (ITT) population (patients treated in all lines of therapy) and 2 subpopulations: 2L (only patients treated in the second line [2L]) and ≥2L (patients treated in the 2L and beyond). RESULTS:From the meta-analyses, ORR was 69.9% for ITT, 74.4% for ≥2L, and 87.2% for 2L. CR rate was 12.1% for ITT, 17.6% for ≥2L, and 29.7% for 2L. One-year PFS rates were 55.1% for ITT, 59.1% for ≥2L, and 74.0% for 2L. Two-year PFS rates were 29.3% for ITT, 36.0% for ≥2L, and 41.9% for 2L. CONCLUSION:Pomalidomide-based combination regimens were effective in patients with RRMM previously treated with lenalidomide and tended to be associated with better outcomes when used earlier in the treatment pathway. A drug class switch may not always be necessary when making treatment decisions for patients with RRMM for whom the benefits of lenalidomide have been exhausted, although this must be supported by comparative studies.
PMID: 37684184
ISSN: 2152-2669
CID: 5609402
Multiomic mapping of acquired chromosome 1 copy number and structural variants to identify therapeutic vulnerabilities in multiple myeloma
Boyle, Eileen M; Blaney, Patrick; Stoeckle, James H; Wang, Yubao; Ghamlouch, Hussein; Gagler, Dylan; Braunstein, Marc; Williams, Louis; Tenenbaum, Avital; Siegel, Ariel; Chen, Xiaoyi; Varma, Gaurav; Avigan, Jason; Li, Alexander; Jinsi, Monica; Kaminetzky, David; Arbini, Arnaldo; Montes, Lydia; Corre, Jill; Rustad, Even H; Landgren, Ola; Maura, Francesco; Walker, Brian A; Bauer, Michael; Bruno, Benedetto; Tsirigos, Aristotelis; Davies, Faith E; Morgan, Gareth J
PURPOSE/OBJECTIVE:Chromosome 1 (chr1) copy number abnormalities (CNAs) and structural variants (SV) are frequent in newly diagnosed multiple myeloma (NDMM) and associate with a heterogeneous impact on outcome the drivers of which are largely unknown. EXPERIMENTAL DESIGN/METHODS:A multiomic approach comprising CRISPR, gene mapping of CNA and SV, methylation, expression, and mutational analysis was used to document the extent of chr1 molecular variants and their impact on pathway utilisation. RESULTS:We identified two distinct groups of gain(1q): focal gains associated with limited gene expression changes and a neutral prognosis, and whole-arm gains, which associate with substantial gene expression changes, complex genetics and an adverse prognosis. CRISPR identified a number of dependencies on chr1 but only limited variants associated with acquired CNAs. We identified seven regions of deletion, nine of gain, three of chromothripsis (CT) and two of templated-insertion (TI), which contain a number of potential drivers. An additional mechanism involving hypomethylation of genes at 1q may contribute to the aberrant gene expression of a number of genes. Expression changes associated with whole-arm gains were substantial and gene set enrichment analysis identified metabolic processes, apoptotic resistance, signaling via the MAPK pathway, and upregulation of transcription factors as being key drivers of the adverse prognosis associated with these variants. CONCLUSIONS:Multiple layers of genetic complexity impact the phenotype associated with CNAs on chr1 to generate its associated clinical phenotype. Whole-arm gains of 1q are the critically important prognostic group that deregulate multiple pathways, which may offer therapeutic vulnerabilities.
PMID: 37449980
ISSN: 1557-3265
CID: 5537862
Maintenance lenalidomide in newly diagnosed transplant eligible and non-eligible myeloma patients; profiling second primary malignancies in 4358 patients treated in the Myeloma XI Trial
Jones, John R; Cairns, David A; Menzies, Tom; Pawlyn, Charlotte; Davies, Faith E; Sigsworth, Rachel; Brioli, Annamaria; Jenner, Matthew W; Kaiser, Martin F; Olivier, Catherine; Reed, Molly; Drayson, Mark T; Owen, Roger G; Boyd, Kevin D; Cook, Gordon; Morgan, Gareth J; Jackson, Graham H; ,
BACKGROUND/UNASSIGNED:Early trials of long-term lenalidomide use reported an increased incidence of second primary malignancy (SPM), including acute myeloid leukaemia and myelodysplastic syndrome. Later, meta-analysis suggested the link to be secondary to lenalidomide in combination with melphalan. METHODS/UNASSIGNED:Myeloma XI is a large, phase III randomised trial in-which lenalidomide was used at induction and maintenance, in transplant eligible (TE) and non-eligible (TNE) newly diagnosed patients (NCT01554852). Here we present an analysis of SPM incidence and profile the SPM type to determine the impact of autologous stem cell transplantation (ASCT) and lenalidomide exposure in 4358 patients treated on study. Data collection took place from the start of the trial in May 2010, to May 2019, as per the protocol timeline. The Median follow-up following maintenance randomisation was 54.5 and 46.1 months for TE and TNE patients, respectively. FINDINGS/UNASSIGNED:In the TE pathway, the overall SPM incidence was 7.7% in lenalidomide maintenance patients compared to 3.2% in those being observed (p = 0.006). Although the TNE lenalidomide maintenance patients had the greatest SPM incidence (15.4%), this was not statistically significant when compared to the observed patients (10%, p = 0.10).The SPM incidence was higher in patients who received lenalidomide at induction and maintenance (double exposure), when compared to those treated with lenalidomide at one time point (single exposure). Again, this was most marked in TNE patients where the overall SPM incidence was 16.9% in double exposed patients, compared to 11.7% in single exposed patients, and 11.2% in patients who did not receive lenalidomide (p = 0.04). This is likely an effect of treatment duration, with the median number of cycles being 27 in the TNE double exposed patients, vs 6 in the single exposure patients.Haematological SPMs were uncommon, diagnosed in 50 patients (incidence 1.1%). The majority of cases were diagnosed in TE patients treated with lenalidomide maintenance (n = 25, incidence 2.8%), suggesting a possible link with melphalan. Non-melanoma skin cancer incidence was highest in patients receiving lenalidomide maintenance, particularly in TNE patients, where squamous cell carcinoma and basal cell carcinoma were diagnosed in 5.5% and 2.6% of patients, respectively. The incidence of most solid tumour types was higher in lenalidomide maintenance patients.Mortality due to progressive myeloma was reduced in patients receiving lenalidomide maintenance, noted to be 16.6% compared 22.6% in those observed in TE patients and 32.7% compared to 41.5% in TNE patients. SPM related mortality was low, 1.8% and 6.1% in TE and TNE lenalidomide maintenance patients, respectively, compared to 0.4% and 2.8% in those being observed. INTERPRETATION/UNASSIGNED:This provides reassurance that long-term lenalidomide treatment is safe and associated with improved outcomes in TE and TNE populations, although monitoring for SPM development should be incorporated into clinic review processes. FUNDING/UNASSIGNED:Primary financial support was from Cancer Research UK [C1298/A10410].
PMCID:10404862
PMID: 37554123
ISSN: 2589-5370
CID: 5727882
Optimizing the value of lenalidomide maintenance by genetic profiling - an analysis of 556 Myeloma XI trial patients
Panopoulou, Aikaterini; Cairns, David A; Holroyd, Amy Elizabeth; Nichols, Isabel; Cray, Nikita; Pawlyn, Charlotte; Cook, Gordon; Drayson, Mark T; Boyd, Kevin D; Davies, Faith E; Jenner, Matthew W; Morgan, Gareth J; Owen, Roger G; Houlston, Richard S; Jackson, Graham H; Kaiser, Martin F
Prediction of individual patient benefit from lenalidomide (Len) maintenance post autologous transplant (ASCT) remains challenging. We investigated here extended molecular profiling for outcome prediction in NCRI Myeloma XI (MyXI) trial patients. MyXI patients randomized to Len maintenance or observation post-ASCT were genetically profiled for t(4;14), t(14;16), t(14;20), del(1p), gain(1q) and del(17p) and co-occurrence of risk markers computed. PFS, PFS2 and OS were calculated from maintenance randomization, and groups compared using Cox proportional hazards regression. 556 MyXI patients, 17% with double hit MM (≥2 risk markers), 32% with single hit (1 risk marker) and 51% without risk marker, were analyzed. Single hit MM derived the highest PFS benefit from Len maintenance, specifically isolated del(1p), del(17p) and t(4;14), with approximately 40-fold (HR 0.02; 95% CI: 0.002-0.24; P=0.0012), 10-fold (HR 0.1; 95% CI: 0.02-0.58; P=0.0095) and 7-fold (HR 0.14; 95% CI: 0.04-0.45; P=0.0009) reduced risk of progression or death (PFS) compared to observation, respectively. This benefit translated into improved PFS2 HR 0.27 (95% CI: 0.13-0.54; P=0.0002) and OS HR 0.41 (95% CI: 0.18-0.93; P=0.03) for this group of patients over observation; median PFS was 10.9 vs. 57.3 months for observation vs. Len maintenance. Patients with isolated gain(1q) derived no benefit, and double hit MM limited benefit, regardless or risk lesions involved, from Len maintenance. Extended genetic profiling identifies patients deriving exceptional benefit from Len maintenance and should be considered for newly diagnosed patients to support management discussions along their treatment pathway.
PMID: 36564045
ISSN: 1528-0020
CID: 5418912
The addition of vorinostat to lenalidomide maintenance for patients with newly diagnosed multiple myeloma of all ages: results from 'Myeloma XI', a multicentre, open-label, randomised, phase III trial
Jenner, Matthew W; Pawlyn, Charlotte; Davies, Faith E; Menzies, Tom; Hockaday, Anna; Olivier, Catherine; Jones, John R; Karunanithi, Kamuraj; Lindsay, Jindriska; Kishore, Bhuvan; Cook, Gordon; Drayson, Mark T; Kaiser, Martin F; Owen, Roger G; Gregory, Walter; Cairns, David A; Morgan, Gareth J; Jackson, Graham H
Lenalidomide is an effective maintenance agent for patients with myeloma, prolonging first remission and, in transplant eligible patients, improving overall survival (OS) compared to observation. The 'Myeloma XI' trial, for newly diagnosed patients, aimed to evaluate whether the addition of the histone deacetylase inhibitor vorinostat to the lenalidomide maintenance backbone could improve outcomes further. Patients included in this analysis were randomised to maintenance therapy with lenalidomide alone (10 mg/day on days 1-21 of each 28-day cycle), or in combination with vorinostat (300 mg/day on day 1-7 and 15-21 of each 28-day cycle) with treatment continuing until unacceptable toxicity or progressive disease. There was no significant difference in median progression-free survival between those receiving lenalidomide-vorinostat or lenalidomide alone, 34 and 40 months respectively (hazard ratio [HR] 1.18, 95% confidence interval [CI] 0.96-1.44, p = 0.109). There was also no significant difference in median OS, not estimable and 75 months respectively (HR 0.99, 95% CI 0.76-1.29, p = 0.929). Subgroup analysis demonstrated no statistically significant heterogeneity in outcomes. Combination lenalidomide-vorinostat appeared to be poorly tolerated with more dose modifications, fewer cycles of maintenance therapy delivered and higher rates of discontinuation due to toxicity than lenalidomide alone. The trial did not meet its primary end-point, there was no benefit from the addition of vorinostat to lenalidomide maintenance.
PMID: 36541152
ISSN: 1365-2141
CID: 5394992
A new isoelectric focusing (IEF) based technique to diagnose and monitor non-secretory multiple myeloma [Meeting Abstract]
Chan, T; Jeewa, B; Fairweather-Tipping, D; Karim, A; Goodall, M; Plant, T; Davies, F; Jackson, G; Child, J A; Morgan, G; Drayson, M; Heaney, J L J
In most patients with myeloma, the tumour cell produces a unique monoclonal immunoglobulin (Mig), which serves as a quantitative surrogate biomarker for tumour burden. Patients with non-secretory myeloma (NSM) represent 1%-3% of patients and do not produce a Mig suitable for standard monitoring. Therefore, clinicians rely on bone marrow biopsies and CT-PET/ WB MRI scans, which are challenging for patients/clinicians, especially when required regularly for monitoring. Consequently, there is an unmet need for a blood-based biomarker in this patient group to determine remission induction and disease relapse. We have developed a new method to detect monoclonal light chains in this series of patients with NSM, (negative on immunofixation and no measurable disease marker (sFLC <100 mg/L)). Isoelectric focusing (IEF) is well-established for detecting IgG oligoclonal banding in cerebrospinal fluid to diagnose multiple sclerosis. Using IEF, any monoclonal immunoglobulin displays a highly reproducible unique spectrotype of bands. We have developed serum IEF to identify monoclonal sFLCs using highly specific and sensitive monoclonal antibodies. Study patients were identified from the MRC Myeloma IX, CRUK Myeloma XI or NIHR TEAMM trials. Overall, serum IEF detected monoclonal FLC in 28/32 patients (88%): 14 patients with kappa FLC and 10 lambda FLC. One patient had both kappa and lambda FLC bands detected, likely reflecting bi-clonality with both active myeloma clone and secondary MGUS clone picked up by the sensitive IEF assay. Follow-up samples were available in 27/32 patients. Serum IEF identified response to therapy (disappearance of band) and relapse (reappearance of band). The method also allows serial sample dilution to determine percentage reduction in monoclonal protein and provide semi-quantitative results in response to therapy. The IEF method identified monoclonal FLC in 86% of NSM patients studied, indicating that most are low-level secretors rather than true non-producers. Although their Mig cannot be monitored using standard techniques, our highly sensitive IEF assay allows NSM patients to be diagnosed and monitored using blood samples. This approach could reduce reliance on bone marrow biopsy and imaging in this patient cohort. Mass spectrometry (MS) is emerging as another exciting blood-based option for Mig detection. However, the limit of detection for MS is <10 mg/L compared to IEF sensitivity <1 mg/L. Further, the IEF assay utilises a low-cost electrophoresis platform available in many laboratories that conduct myeloma testing, enabling easier integration into clinical practice. Future clinical studies are required to validate IEF and should include comparison to other technologies, including MS
EMBASE:641392969
ISSN: 1365-2141
CID: 5514432
Rates of Influenza and Pneumococcal Vaccination and Correlation With Survival in Multiple Myeloma Patients
Thompson, Michael A; Boccadoro, Mario; Leleu, Xavier; Vela-Ojeda, Jorge; van Rhee, Frits; Weisel, Katja C; Rifkin, Robert M; Usmani, Saad Z; Hájek, Roman; Cook, Gordon; Abonour, Rafat; Armour, Mira; Morgan, Kathryn E; Yeh, Su-Peng; Costello, Caitlin L; Berdeja, Jesus G; Davies, Faith E; Zonder, Jeffrey A; Lee, Hans C; Omel, Jim; Spencer, Andrew; Terpos, Evangelos; Hungria, Vania T M; Puig, Noemi; Fu, Chengcheng; Ferrari, Renda H; Ren, Kaili; Stull, Dawn Marie; Chari, Ajai
BACKGROUND:Infections are a common reason for hospitalization and death in multiple myeloma (MM). Although pneumococcal vaccination (PV) and influenza vaccination (FV) are recommended for MM patients, data on vaccination status and outcomes are limited in MM. MATERIALS AND METHODS/METHODS:We utilized data from the global, prospective, observational INSIGHT MM study to analyze FV and PV rates and associated outcomes of patients with MM enrolled 2016-2019. RESULTS:Of the 4307 patients enrolled, 2543 and 2500 had study-entry data on FV and PV status. Overall vaccination rates were low (FV 39.6%, PV 30.2%) and varied by region. On separate multivariable analyses of overall survival (OS) by Cox model, FV in the prior 2 years and PV in the prior 5 years impacted OS (vs. no vaccination; FV: HR, 0.73; 95% CI, 0.60-0.90; P = .003; PV: HR, 0.51; 95% CI, 0.42-0.63; P < .0001) when adjusted for age, region, performance status, disease stage, cytogenetics at diagnosis, MM symptoms, disease status, time since diagnosis, and prior transplant. Proportions of deaths due to infections were lower among vaccinated versus non-vaccinated patients (FV: 9.8% vs. 15.3%, P = .142; PV: 9.9% vs. 18.0%, P = .032). Patients with FV had generally lower health resource utilization (HRU) versus patients without FV; patients with PV had higher or similar HRU versus patients without PV. CONCLUSION/CONCLUSIONS:Vaccination is important in MM and should be encouraged. Vaccination status should be recorded in prospective clinical trials as it may affect survival. This trial was registered at www. CLINICALTRIALS/RESULTS:gov as #NCT02761187.
PMID: 36641358
ISSN: 2152-2669
CID: 5410602
From little subclones grow mighty oaks
Boyle, Eileen M; Davies, Faith E
PMID: 36624303
ISSN: 1759-4782
CID: 5410362
A phase I/II open-label study of molibresib for the treatment of relapsed/refractory hematologic malignancies
Dawson, Mark A; Borthakur, Gautam; Huntly, Brian; Karadimitris, Anastasios; Alegre, Adrian; Chaidos, Aristeidis; Vogl, Dan T; Pollyea, Daniel A; Davies, Faith E; Morgan, Gareth J; Glass, Jacob; Kamdar, Manali; Mateos Manteca, Maria-Victoria; Tovar, Natalia; Yeh, Paul; GarcÃa Delgado, Regina; Basheer, Faisal; Marando, Ludovica; Gallipoli, Paolo; Wyce, Anastasia; Krishnatry, Anu Shilpa; Barbash, Olena; Bakirtzi, Evi; Ferron-Brady, Geraldine; Karpinich, Natalie O; McCabe, Michael T; Foley, Shawn W; Horner, Thierry; Dhar, Arindam; Kremer, Brandon E; Dickinson, Michael
PURPOSE/OBJECTIVE:Molibresib is a selective, small molecule inhibitor of the BET protein family. This was an open-label, two-part, Phase I/II study investigating molibresib monotherapy for the treatment of hematological malignancies (NCT01943851). EXPERIMENTAL DESIGN/METHODS:Part 1 (dose escalation) determined the recommended Phase 2 dose (RP2D) of molibresib in patients with acute myeloid leukemia (AML), non-Hodgkin's lymphoma (NHL), or multiple myeloma. Part 2 (dose expansion) investigated the safety and efficacy of molibresib at the RP2D in patients with relapsed/refractory myelodysplastic syndrome (MDS; as well as AML evolved from antecedent MDS) or cutaneous T cell lymphoma (CTCL). The primary endpoint in Part 1 was safety and the primary endpoint in Part 2 was objective response rate (ORR). RESULTS:There were 111 patients enrolled (87 in Part 1, 24 in Part 2). Molibresib RP2Ds of 75 mg QD (for MDS) and 60 mg QD (for CTCL) were selected. Most common Grade 3+ AEs included thrombocytopenia (37%), anemia (15%) and febrile neutropenia (15%). Six patients achieved complete responses (three in Part 1 [two AML, one NHL], three in Part 2 [MDS]), and seven patients achieved partial responses (six in Part 1 [four AML, two NHL], one in Part 2 [MDS]). The ORRs for Part 1, Part 2, and the total study population were 10% (95% CI: 4.8-18.7), 25% (95% CI: 7.3-52.4), and 13% (95% CI: 6.9-20.6), respectively. CONCLUSIONS:While anti-tumor activity was observed with molibresib, use was limited by gastrointestinal and thrombocytopenia toxicities. Investigations of molibresib as part of combination regimens may be warranted.
PMID: 36350312
ISSN: 1557-3265
CID: 5357332