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Impact of body mass index on the prognosis of patients with newly diagnosed Multiple Myeloma

Arnold, Kevin D; Ong, Krystle L; Ravi, Gayathri; Wessel, Meredith C; Davies, Faith E; Costa, Luciano J; Deshpande, Ananya; Morgan, Gareth J; Birmann, Brenda M; Brown, Elizabeth E
Although obesity is an established modifiable risk factor for multiple myeloma (MM), the influence of obesity on survival among Black patients, for whom obesity and MM are more common, is less clear. We evaluated the association of body mass index (BMI) with progression free survival (PFS) and overall survival (OS) among 834 histologically confirmed cases with newly diagnosed MM (NDMM) enrolled in the Integrative Molecular And Genetic Epidemiology study between 2009 and 2020. We estimated the association of BMI with the risk of progressed disease and all-cause and MM-specific mortality using hazard ratios (HR) and corresponding 95% confidence intervals (CI) calculated from multivariable Cox proportional hazard models adjusted for prognostic factors, overall and stratified by self-reported race and sex. Compared to NDMM patients with normal BMI at diagnosis (18.5-24.9kg/m2), positive associations with all-cause mortality were observed at the extremes of diagnostic BMI with 52% and 147% increased risks of death in patients with underweight (BMI<18.5 kg/m2; HR=1.52, 95% CI 0.48-4.84) and obesity (BMI≥30.0 kg/m2; HR=2.47, 95% CI 1.26-4.85), respectively. Patients with severe obesity (BMI≥35kg/m2) had the highest risk compared to those with a normal BMI (HR=3.14, 95% CI 1.50-6.55), particularly among White (HR=3.22, 95% CI 1.30-7.94) and female (HR=4.17, 95% CI 1.20-14.47) patients with NDMM, albeit the differences by race and sex were not statistically significant (Pinteraction≥0.60). Severe obesity was also significantly associated with an 83% elevated risk of progressed disease among NDMM patients (HR=1.83, 95% CI 1.04-3.24). Findings were similar for MM-specific mortality. These findings highlight the importance of weight management as a potential strategy to improve the prognosis of all patients with NDMM.
PMID: 41150833
ISSN: 2473-9537
CID: 5961192

Sex differences in the clinical presentation of patients with newly diagnosed multiple myeloma

Ong, Krystle L; Arnold, Kevin D; Wessel, Meredith C; Ravi, Gayatri; Davies, Faith E; Morgan, Gareth J; Brown, Elizabeth E
INTRODUCTION/BACKGROUND:Standardized incidence rates of multiple myeloma (MM) are higher among males than females, suggesting that male sex is an important risk factor for MM, which may affect disease etiology, pathogenesis, and clinical presentation. METHODS:The association of sex with the prevalence of clinical features and chromosomal abnormalities was evaluated among 850 patients with newly diagnosed MM enrolled in the Integrative Molecular And Genetic Epidemiology (IMAGE). Risk estimates were calculated using prevalence odds ratios (OR) and corresponding 95% CIs from logistic regression adjusted for confounders. RESULTS:Male patients with newly diagnosed MM by comparison with females, were more likely to have International Staging System stage III disease (odds ratio [OR] = 2.05; 95% CI, 1.22-3.46; p = .007), high serum monoclonal protein (≥3 g/dL; OR = 1.72; 95% CI, 1.15-2.56; p = .008), κ light chain disease (OR = 1.60; 95% CI, 1.11-2.30; p = .01), and more end-organ damage (OR = 1.24; 95% CI, 1.02-1.50; p = .03) including impaired renal function (OR = 1.71; 95% CI, 1.12-2.61; p = .01) and lytic lesions (OR = 1.97; 95% CI, 1.01-3.85; p = .05) and were less likely to have osteopenia (OR = 0.59; 95% CI, 0.36-0.98; p = .04) and light chain only disease (OR = 0.63; 95% CI, 0.41-0.95; p = .03) after adjusting for race, age, body mass index, education, income, smoking, and alcohol use. Significant interactions of age on the association of male sex with the prevalence of involved to uninvolved free light chain ratio ≥100 (p = .01) and any copy number abnormality (p = .04) were also observed. CONCLUSION/CONCLUSIONS:These novel findings suggest that male patients with newly diagnosed MM have a greater tumor burden.
PMCID:12793818
PMID: 41521749
ISSN: 1097-0142
CID: 5985812

Comparative Effectiveness and Safety of PI-Rd Triplets in Relapsed/Refractory Multiple Myeloma: INSIGHT-MM Data Analysis

Puig, Noemi; Leleu, Xavier; Lee, Hans C; Davies, Faith E; Hájek, Roman; Hungria, Vania; Thompson, Michael A; Cook, Gordon; Ojeda, Jorge Vela; Weisel, Katja C; Berdeja, Jesus G; Usmani, Saad Z; Symeonidis, Argiris; Nascimento-Ferreira, Isabel; Arthur, David; Mokrá, Lenka; Ren, Kaili; Cherepanov, Dasha; Terpos, Evangelos
OBJECTIVES/OBJECTIVE:To assess the effectiveness/safety of three proteasome inhibitors (PIs), plus lenalidomide-dexamethasone (Rd) triplet regimens, for the treatment of relapsed/refractory multiple myeloma (RRMM) in a real-world setting, using data from the observational INSIGHT-MM study (NCT02761187). METHODS:Adults with RRMM who received ixazomib, carfilzomib, or bortezomib plus Rd (IRd, KRd, or VRd, respectively) in the second or later line of therapy (LoT) were included. Patient characteristics, response to therapy (Kaplan-Meier analysis), and safety were reported descriptively. Multivariable Cox proportional hazards models were used to assess comparative effectiveness between regimens, whilst adjusting for cohort imbalances. RESULTS:Overall, 356 LoTs (IRd n = 181; KRd n = 96; VRd n = 79) from 348 patients were included. There was heterogeneity in patient characteristics between cohorts. Median real-world progression-free survival (rwPFS) for IRd, KRd, and VRd was 14.5, 13.2, and 9.1 months, respectively. After adjustment for baseline covariates, no significant differences in rwPFS were observed between regimens. All three regimens demonstrated a manageable safety profile. CONCLUSIONS:IRd, KRd, and VRd demonstrated comparable effectiveness and safety for the treatment of RRMM in a real-world setting, highlighting the need for a holistic evaluation of individual patients' needs and circumstances when selecting an appropriate PI. CLINICAL REGISTRATION/BACKGROUND:Clinical trial registration for the INSIGHT-MM study: NCT02761187; https://clinicaltrials.gov/study/NCT02761187.
PMID: 41528195
ISSN: 1600-0609
CID: 5986082

Molecular modeling of Waldenström macroglobulinemia [Comment]

Morgan, Gareth J; Davies, Faith E
PMID: 41410919
ISSN: 1528-0020
CID: 5979582

Improving MM outcomes with bispecific antibody combinations [Comment]

Davies, Faith E; Morgan, Gareth J
PMID: 41379500
ISSN: 1528-0020
CID: 5977762

Challenging the Concept of Functional High-Risk Myeloma through Transcriptional and Genetic Profiling

Beer, Sina Alexandra; Cairns, David A; Pawlyn, Charlotte; Holroyd, Amy Elizabeth; Ferris, Elsa; Cook, Gordon; Drayson, Mark; Boyd, Kevin D; Proszek, Paula Zuzanna; Davies, Faith E; de Tute, Ruth M; Jenner, Matthew W; Morgan, Gareth J; Owen, Roger G; Hubank, Michael J; Houlston, Richard S; Jackson, Graham H; Kaiser, Martin F
Functional high-risk (FHR) multiple myeloma (MM) is defined as an unexpected, early relapse (ER) of disease in the absence of baseline molecular or clinical risk factors (RF), making FHR MM inherently dependent on which RFs were assessed at diagnosis, but also on what treatment patients received. To establish the true incidence of FHR, we analysed uniformly treated, transplant-eligible (TE) patients from the UK NCRI Myeloma-XI trial that had been profiled for IMS/IMWG defined high-risk cytogenetic aberrations (HRCA) and the SKY92 gene expression HR signature (GEP-HR). 135 TE MyXI patients meeting these criteria were studied, with a median follow-up of 88 months. 25 patients (18.5%) experienced ER, defined as relapse <18 months from maintenance randomization post-autologous stem-cell transplantation. Hereof, 15 (60%) were classified as IMS/IMWG-HR at diagnosis, of whom 8 were also GEP-HR. Another 6 patients were GEP-HR only and would have been missed by IMS/IMWG-HR. Among 4 patients with both IMS/IMWG- & GEP-standard risk (SR), 2 had isolated HR markers at diagnosis, leaving only 2 patients (8% of ER; 1.5% of all) truly meeting all FHR criteria. The combination of IMS/IMWG-HR and GEP-HR profiling identified 84% of ER, and differentiated long-term outcome across all 135 patients: co-occurring IMS/IMWG-HR and GEP-HR was associated with very short overall survival compared to the absence of both (HR=13.1, 95%-CI: 6.5-26.1, P<0.0001), followed by GEP-HR only (HR=5.1, 95%-CI: 2.4-11.1, P<0.0001) and IMS/IMWG-HR only (HR=3.2, 95%-CI: 1.6-6.2, P=0.0007). Our results support more comprehensive baseline diagnostic profiling to identify those at risk of ER upfront. ISRCTN49407852, NCT01554852.
PMID: 40834881
ISSN: 1528-0020
CID: 5909132

A multiomic analysis of Waldenström macroglobulinemia defines distinct disease subtypes

Gagler, Dylan C; Ghamlouch, Hussein; Zhang, Di; Blaney, Patrick; Tenenbaum, Avital; Langton, James Blake; Armand, Marine; Eeckhoutte, Alexandre; Joudat, Amina; Degaud, Michaël; Esposito, Michela; Varma, Gaurav; Wang, Yubao; Lee, Sanghoon; Liu, Sanxiong; Lahoud, Oscar B; Kaminetzky, David; Braunstein, Marc J; Williams, Louis; Nguyen-Khac, Florence; Walker, Brian A; Roos-Weil, Damien; Davies, Faith E; Bernard, Olivier A; Morgan, Gareth J
We carried out a single-cell (sc) multiomic analysis on a series of MYD88 mutated Waldenström macroglobulinemia (WM) cases and identified two distinct subtypes of disease, memory B-cell-like (MBC-like) and plasma cell-like (PC-like), based on their expression of key lineage defining genes. Biologically, the subtypes are characterized by their variable capacity to differentiate fully towards a plasma cell (PC) and exhibit unique transcriptomic, chromatin accessibility, and genomic profiles. The MBC-like subtype is unable to differentiate beyond the memory B-cell (MBC) stage, upregulates key MBC genes, and is characterized by upregulated BCR and AKT/mTOR signaling. In contrast, the PC-like subtype can partially differentiate towards a PC, upregulates key PC genes, has enhanced NF-kB signaling, and has an upregulated unfolded protein response. Pseudotime trajectory analysis of combined scRNA-sequencing and scATAC-sequencing supports the variable differentiation capacity of each subtype and implicate key transcription factors SPI1, SPIB, BCL11A, and XBP1 in these features. The existence and generalizability of the two disease subtypes were validated further using hierarchical clustering of bulk RNA-seq data from a secondary set of cases. The biological significance of the subtypes was further established using whole genome sequencing, where it was shown that CXCR4, NIK, and ARID1A mutations occur predominantly in the MBC-like subtype and 6q deletions in the PC-like subtype. We conclude that the variable differentiation blockade seen in WM manifests itself clinically as two disease subtypes with distinct epigenetic, mutational, transcriptional, and clinical features with potential implications for WM treatment strategies.
PMID: 40332467
ISSN: 1528-0020
CID: 5839202

Mutagenic impact and evolutionary influence of chemo-radiotherapy in hematologic malignancies

Diamond, Benjamin; Chahar, Dhanvantri; Jain, Michael D; Poos, Alexandra M; Durante, Michael A; Ziccheddu, Bachisio; Kaddoura, Marcella; Papadimitriou, Marios; Maclachlan, Kylee H; Jelinek, Tomas; Davies, Faith E; Figura, Nicholas B; Morgan, Gareth J; Mai, Elias K; Weisel, Katja; Fenk, Roland; Raab, Marc S; Usmani, Saad; Landgren, Ola; Locke, Frederick L; Goldschmidt, Hartmut; Schatz, Jonathan Harry; Weinhold, Niels; Maura, Francesco
Ionizing radiotherapy (RT) is a widely used treatment strategy for malignancies. In solid tumors, RT-induced double-strand breaks lead to the accumulation of indels, and their repair by non-homologous end-joining has been linked to the ID8 mutational signature in surviving cells. However, the extent of RT-induced mutagenesis in hematologic malignancies and its impact on their mutational profiles and interplay with commonly used chemotherapies has not yet been explored. Here, we interrogated 580 whole-genome sequence samples (WGS) from patients with large B-cell lymphoma, multiple myeloma, and myeloid neoplasms and identified ID8 only in relapsed disease. Yet, ID8 was detected after exposure to both RT and mutagenic chemotherapy (i.e., platinum and melphalan). Using WGS of single-cell colonies derived from treated lymphoma cells, we revealed a dose-response relationship between RT and platinum and ID8. Finally, using ID8 as a genomic barcode we demonstrate that a single RT-surviving cell may seed distant relapse.
PMID: 40402512
ISSN: 2643-3249
CID: 5853382

Temporal genomic dynamics shape clinical trajectory in multiple myeloma

Maura, Francesco; Kaddoura, Marcella; Poos, Alexandra M; Baughn, Linda B; Ziccheddu, Bachisio; Bärtsch, Marc-Andrea; Cirrincione, Anthony; Maclachlan, Kylee; Chojnacka, Monika; Diamond, Benjamin; Papadimitriou, Marios; Blaney, Patrick; John, Lukas; Reichert, Philipp; Huhn, Stefanie; Gagler, Dylan; Zhang, Yanming; Dogan, Ahmet; Lesokhin, Alexander M; Davies, Faith; Goldschmidt, Hartmut; Fenk, Roland; Weisel, Katja C; Mai, Elias K; Korde, Neha; Morgan, Gareth J; Rajkumar, S Vincent; Kumar, Shaji; Usmani, Saad; Landgren, Ola; Raab, Marc S; Weinhold, Niels
Multiple myeloma evolution is characterized by the accumulation of genomic drivers over time. To unravel this timeline and its impact on clinical outcomes, we analyzed 421 whole-genome sequences from 382 patients. Using clock-like mutational signatures, we estimated a time lag of two to four decades between the initiation of events and diagnosis. We demonstrate that odd-numbered chromosome trisomies in patients with hyperdiploidy can be acquired simultaneously with other chromosomal gains (for example, 1q gain). We show that hyperdiploidy is acquired after immunoglobulin heavy chain translocation when both events co-occur. Finally, patients with early 1q gain had adverse outcomes similar to those with 1q amplification (>1 extra copy), but fared worse than those with late 1q gain. This finding underscores that the 1q gain prognostic impact depends more on the timing of acquisition than on the number of copies gained. Overall, this study contributes to a better understanding of the life history of myeloma and may have prognostic implications.
PMID: 40835892
ISSN: 1546-1718
CID: 5909172

Moving Towards the Delivery of Outpatient T-Cell Engaging Therapy for the Management of Multiple Myeloma

Rosenberg, Maya; Scarpetti, Lauren; Morgan, Gareth J; Davies, Faith E
Bispecific antibodies (BsAbs) and chimeric antigen receptor T-cells (CAR-T) are T-cell engagers (TCEs) becoming increasingly important for treatment of multiple myeloma. The purpose of this paper is to review TCE side effects and their management. In doing so, we will demonstrate that outpatient delivery of TCEs can be safe and advantageous for patients and healthcare systems. The initial introduction of TCE therapy has been limited to the inpatient setting due to risk of cytokine release syndrome (CRS) and immune effector cell-associated neurotoxicity syndrome (ICANS). These complications, which typically occur in the first few weeks of initiating therapy, are mediated by an exaggerated inflammatory response triggered by TCE binding to tumor cells. BsAb trials have demonstrated a high overall incidence of CRS, though severe cases are rare as is development of ICANS. The incidence and severity of CRS and ICANS seem to be higher with CAR-T therapy. Predictors of development and severity of CRS and ICANS include disease bulk, lymphodepletion strategy, CAR-T construct used, and pattern of expression of the tumor antigen. Prevention strategies include step-up dosing, disease bulk reduction, prophylactic steroid use and premedication. Treatment strategies include the use of steroids and cytokine binders/blockers, such as anti-IL6 and anti-IL1 agents. Effective prophylaxis and management of CRS and ICANS has reduced the impact of these complications and opened the potential for outpatient delivery. Outpatient delivery of TCEs is possible with appropriate preventative strategies, education, and established pathways for prompt transition to inpatient management if needed.
PMID: 40713403
ISSN: 2152-2669
CID: 5902892