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Clinical Characteristics and Outcomes of IgD Myeloma: Experience across UK National Trials
Agbuduwe, Charles; Iqbal, Gulnaz; Cairns, David A; Menzies, Tom; Dunn, Janet; Gregory, Walter Martin; Kaiser, Martin F; Owen, Roger G; Pawlyn, Charlotte; Child, J Anthony; Davies, Faith E; Morgan, Gareth J; Jackson, Graham H; Drayson, Mark T; Basu, Supratik
IgD myeloma is a subtype often considered to have adverse features and inferior survival but there is a paucity of data from large clinical studies. We compare the clinical characteristics and outcomes of IgD myeloma patients from UK Phase III myeloma trials analysed in two groups; old (1980-2002) and recent (2002-2016) clinical trials, based on the time of adoption of novel myeloma therapies. IgD myeloma patients comprised 44/2789 (1.6%) and 70/5773 (1.2%) of the old and recent trials respectively. Overall, IgD myeloma was associated with male predominance, low-level paraproteinemia (<10g/l) and lambda light chain preference. The frequency of ultra-high risk cytogenetics was similar in IgD myeloma compared with other subtypes (4.3% vs 5.3%, p>0.99). Despite the old trial series being a younger group (median age: 59 years vs 63 years, p=0.015), there was a higher frequency of bone lesions, advanced stage at diagnosis, worse performance status and severe renal impairment compared with the recent trials. Furthermore, the early mortality rate was significantly higher for the old trial series (20% vs 4%, p=0.01). The overall response rate following induction therapy was significantly higher in the recent trials (89% vs 43%, p<0.0001) and this was consistent with improved median overall survival (48 months; 95% CI 35-67 months vs 22 months, 95% CI 16-29 months). Survival outcomes for IgD myeloma have significantly improved and are now comparable to other myeloma types due to earlier diagnosis, novel therapies and improved supportive care. (Myeloma IX International Standard Randomised Controlled Trial Number: 68454111, Myeloma XI International Standard Randomised Controlled Trial Number: 49407852).
PMID: 35790108
ISSN: 2473-9537
CID: 5280292
The spatio-temporal evolution of multiple myeloma from baseline to relapse-refractory states
Rasche, Leo; Schinke, Carolina; Maura, Francesco; Bauer, Michael A; Ashby, Cody; Deshpande, Shayu; Poos, Alexandra M; Zangari, Maurizio; Thanendrarajan, Sharmilan; Davies, Faith E; Walker, Brian A; Barlogie, Bart; Landgren, Ola; Morgan, Gareth J; van Rhee, Frits; Weinhold, Niels
Deciphering Multiple Myeloma evolution in the whole bone marrow is key to inform curative strategies. Here, we perform spatial-longitudinal whole-exome sequencing, including 140 samples collected from 24 Multiple Myeloma patients during up to 14 years. Applying imaging-guided sampling we observe three evolutionary patterns, including relapse driven by a single-cell expansion, competing/co-existing sub-clones, and unique sub-clones at distinct locations. While we do not find the unique relapse sub-clone in the baseline focal lesion(s), we show a close phylogenetic relationship between baseline focal lesions and relapse disease, highlighting focal lesions as hotspots of tumor evolution. In patients with ≥3 focal lesions on positron-emission-tomography at diagnosis, relapse is driven by multiple distinct sub-clones, whereas in other patients, a single-cell expansion is typically seen (p < 0.01). Notably, we observe resistant sub-clones that can be hidden over years, suggesting that a prerequisite for curative therapies would be to overcome not only tumor heterogeneity but also dormancy.
PMCID:9349320
PMID: 35922426
ISSN: 2041-1723
CID: 5287682
Perspectives on the Risk-Stratified Treatment of Multiple Myeloma
Davies, Faith E; Pawlyn, Charlotte; Usmani, Saad Z; San-Miguel, Jesus F; Einsele, Hermann; Boyle, Eileen M; Corre, Jill; Auclair, Daniel; Cho, Hearn Jay; Lonial, Sagar; Sonneveld, Pieter; Stewart, A Keith; Bergsagel, P Leif; Kaiser, Martin F; Weisel, Katja; Keats, Jonathan J; Mikhael, Joseph R; Morgan, Kathryn E; Ghobrial, Irene M; Orlowski, Robert Z; Landgren, C Ola; Gay, Francesca; Caers, Joseph; Chng, Wee Joo; Chari, Ajai; Walker, Brian A; Kumar, Shaji K; Costa, Luciano J; Anderson, Kenneth C; Morgan, Gareth J
The multiple myeloma treatment landscape has changed dramatically. This change, paralleled by an increase in scientific knowledge, has resulted in significant improvement in survival. However, heterogeneity remains in clinical outcomes, with a proportion of patients not benefiting from current approaches and continuing to have a poor prognosis. A significant proportion of the variability in outcome can be predicted on the basis of clinical and biochemical parameters and tumor-acquired genetic variants, allowing for risk stratification and a more personalized approach to therapy. This article discusses the principles that can enable the rational and effective development of therapeutic approaches for high-risk multiple myeloma.
PMID: 35653112
ISSN: 2643-3249
CID: 5277622
Re: Arcuri and Americo "Treatment of relapsed/refractory multiple myeloma in the bortezomib and lenalidomide era: a systematic review and network meta-analysis" [Letter]
Davies, Faith E; Saunders, Eleanor; Bourhis, François; Guyot, Patricia
PMID: 35179641
ISSN: 1432-0584
CID: 5163642
Indirect treatment comparison of idecabtagene vicleucel versus conventional care in triple-class exposed multiple myeloma
Shah, Nina; Mojebi, Ali; Ayers, Dieter; Cope, Shannon; Dhanasiri, Sujith; Davies, Faith E; Hari, Parameswaran; Patel, Payal; Hege, Kristen; Dhanda, Devender
PMID: 35485211
ISSN: 2042-6313
CID: 5217672
Genetic subtypes of smoldering multiple myeloma are associated with distinct pathogenic phenotypes and clinical outcomes
Bustoros, Mark; Anand, Shankara; Sklavenitis-Pistofidis, Romanos; Redd, Robert; Boyle, Eileen M; Zhitomirsky, Benny; Dunford, Andrew J; Tai, Yu-Tzu; Chavda, Selina J; Boehner, Cody; Neuse, Carl Jannes; Rahmat, Mahshid; Dutta, Ankit; Casneuf, Tineke; Verona, Raluca; Kastritis, Efstathis; Trippa, Lorenzo; Stewart, Chip; Walker, Brian A; Davies, Faith E; Dimopoulos, Meletios-Athanasios; Bergsagel, P Leif; Yong, Kwee; Morgan, Gareth J; Aguet, François; Getz, Gad; Ghobrial, Irene M
Smoldering multiple myeloma (SMM) is a precursor condition of multiple myeloma (MM) with significant heterogeneity in disease progression. Existing clinical models of progression risk do not fully capture this heterogeneity. Here we integrate 42 genetic alterations from 214 SMM patients using unsupervised binary matrix factorization (BMF) clustering and identify six distinct genetic subtypes. These subtypes are differentially associated with established MM-related RNA signatures, oncogenic and immune transcriptional profiles, and evolving clinical biomarkers. Three genetic subtypes are associated with increased risk of progression to active MM in both the primary and validation cohorts, indicating they can be used to better predict high and low-risk patients within the currently used clinical risk stratification models.
PMCID:9200804
PMID: 35705541
ISSN: 2041-1723
CID: 5277882
Predicting the future: machine-based learning for MRD prognostication
Pawlyn, Charlotte; Davies, Faith E
The prognostic significance of minimal residual disease (MRD) detection in multiple myeloma (MM) is well established. Understanding factors that predict for MRD negativity such as tumor burden, cytogenetic and immune- related biomarkers may enable us to improve outcome prediction at diagnosis, and in the future move toward tailored treatment approaches.
PMID: 35357437
ISSN: 1557-3265
CID: 5206002
Structural variants shape the genomic landscape and clinical outcome of multiple myeloma
Ashby, Cody; Boyle, Eileen M; Bauer, Michael A; Mikulasova, Aneta; Wardell, Christopher P; Williams, Louis; Siegel, Ariel; Blaney, Patrick; Braunstein, Marc; Kaminetsky, David; Keats, Jonathan; Maura, Francesco; Landgren, Ola; Walker, Brian A; Davies, Faith E; Morgan, Gareth J
Deciphering genomic architecture is key to identifying novel disease drivers and understanding the mechanisms underlying myeloma initiation and progression. In this work, using the CoMMpass dataset, we show that structural variants (SV) occur in a nonrandom fashion throughout the genome with an increased frequency in the t(4;14), RB1, or TP53 mutated cases and reduced frequency in t(11;14) cases. By mapping sites of chromosomal rearrangements to topologically associated domains and identifying significantly upregulated genes by RNAseq we identify both predicted and novel putative driver genes. These data highlight the heterogeneity of transcriptional dysregulation occurring as a consequence of both the canonical and novel structural variants. Further, it shows that the complex rearrangements chromoplexy, chromothripsis and templated insertions are common in MM with each variant having its own distinct frequency and impact on clinical outcome. Chromothripsis is associated with a significant independent negative impact on clinical outcome in newly diagnosed cases consistent with its use alongside other clinical and genetic risk factors to identify prognosis.
PMID: 35637217
ISSN: 2044-5385
CID: 5231522
Minimal Residual Disease After Autologous Stem-Cell Transplant for Patients With Myeloma: Prognostic Significance and the Impact of Lenalidomide Maintenance and Molecular Risk
de Tute, Ruth M; Pawlyn, Charlotte; Cairns, David A; Davies, Faith E; Menzies, Tom; Rawstron, Andy; Jones, John R; Hockaday, Anna; Henderson, Rowena; Cook, Gordon; Drayson, Mark T; Jenner, Matthew W; Kaiser, Martin F; Gregory, Walter M; Morgan, Gareth J; Jackson, Graham H; Owen, Roger G
PURPOSE/OBJECTIVE:Minimal residual disease (MRD) can predict outcomes in patients with multiple myeloma, but limited data are available on the prognostic impact of MRD when assessed at serial time points in the context of maintenance therapy after autologous stem-cell transplant (ASCT) and the interaction between MRD and molecular risk. METHODS:Data from a large phase III trial (Myeloma XI) were examined to determine the relationship between MRD status, progression-free survival (PFS), and overall survival (OS) in post-ASCT patients randomly assigned to lenalidomide maintenance or no maintenance at 3 months after ASCT. MRD status was assessed by flow cytometry (median sensitivity 0.004%) before maintenance random assignment (ASCT + 3) and 6 months later (ASCT + 9). RESULTS:= .0077). The findings were very similar when restricted to patients with complete response/near complete response. Sustained MRD negativity from ASCT + 3 to ASCT + 9 or the conversion to MRD negativity by ASCT + 9 was associated with the longest PFS/OS. Patients randomly assigned to lenalidomide maintenance were more likely to convert from being MRD-positive before maintenance random assignment to MRD-negative 6 months later (lenalidomide 30%, observation 17%). High-risk molecular features had an adverse effect on PFS and OS even for those patients achieving MRD-negative status. On multivariable analysis of MRD status, maintenance therapy and molecular risk maintained prognostic impact at both ASCT + 3 and ASCT + 9. CONCLUSION/CONCLUSIONS:In patients with multiple myeloma, MRD status at both ASCT + 3 and ASCT + 9 is a powerful predictor of PFS and OS.
PMID: 35377708
ISSN: 1527-7755
CID: 5204792
Impact of Etiological Cytogenetic Abnormalities on the Depth of Immunoparesis and Survival in Newly Diagnosed Multiple Myeloma
Caro, Jessica; Cairns, David; Menzies, Tom; Boyle, Eileen; Pawlyn, Charlotte; Cook, Gordon; Kaiser, Martin; Walker, Brian A; Owen, Roger; Jackson, Graham H; Morgan, Gareth J; Heaney, Jennifer; Drayson, Mark T; Davies, Faith E
INTRODUCTION/BACKGROUND/BACKGROUND:Immunoparesis, or low polyclonal immunoglobulin levels, is commonly seen in multiple myeloma (MM), and is associated with poor clinical outcomes. MM can be divided into subgroups with distinct biology and outcomes based on etiologic cytogenetic abnormalities. These include hyperdiploidy and translocations of t(11;14), t(4;14), t(14;16), and t(14;20), with the latter 3 associated with high-risk disease. We hypothesized that the different etiologic cytogenetic abnormalities drive bone marrow microenvironmental changes, resulting in different degrees of immunoparesis, and subgroup-dependent effects on clinical outcomes. MATERIALS AND METHODS/METHODS:We performed a retrospective review of 985 newly diagnosed patients enrolled in the Myeloma IX and XI trials. Immunoglobulin levels, survival outcomes, and infection rates were evaluated for each cytogenetic subgroup. RESULTS:A significant proportion of patients with high-risk t(4;14), t(14;16), or t(14;20) had suppressed polyclonal immunoglobulins compared to standard-risk patients with hyperdiploidy or t(11;14). The clinical impact of immunoparesis depended on the cytogenetic subgroup, with the degree of IgM suppression effecting progression-free and overall survival only in the hyperdiploid subgroup. There was no significant difference in infection rates amongst the etiologic subgroups. CONCLUSION/CONCLUSIONS:These findings demonstrate that the etiologic cytogenetic subgroup influences the degree and clinical impact of immunoparesis. This suggests that the underlying cytogenetic abnormality affects remodeling of the bone marrow plasma cell niche, resulting in suppressed normal plasma cell function, and low immunoglobulin levels.
PMID: 34876373
ISSN: 2152-2669
CID: 5110212