Abstract Introduction: Early relapse limits durable remissions in multiple myeloma (MM). Cell-free DNA (cfDNA) fragment patterns capture tumor burden and nucleosome positioning. We tested whether a fragmentomics signature trained at MRD time points stratifies progression-free survival (PFS) when applied to pretreatment plasma. Methods: We performed 30-40× whole-genome sequencing of plasma cfDNA from 43 newly diagnosed MM patients, with 65 additional MRD timepoint samples from 41 of those patients (post-ASCT n=30; 1-year maintenance n=30; other maintenance n=5) across eight Canadian sites (TFRIM4 and IMMAGINE studies) and one U.S. site (Mayo SPORE). MRD testing used multiparameter flow cytometry for all follow-up samples (n=65) and clonoSEQ in a subset (n=31). Logistic and elastic-net models were trained at MRD timepoints on fragmentomics features (short-fragment burden; a combined model integrating fragment-length distributions with inferred nucleosome positioning at MM-specific chromatin accessibility regions [Ordoñez et al., Genome Res. 2020]). A decision threshold was fixed by the Youden index during training and applied unchanged to diagnosis samples. PFS was analyzed by Kaplan-Meier, log-rank, and Cox models. Results: After a median follow-up of 49.1 months, 16 of 43 patients (37%) progressed. Using the prespecified locked threshold, patients classified as MRD+ by the proportion-of-short-fragments model had significantly shorter PFS than MRD- patients (HR = 5.12; 95% CI 1.16-22.57; log-rank p = 0.016), with median PFS of 49.2 months for MRD+ cases versus not reached for the MRD- group. Fixed-horizon PFS favored MRD- samples at 24/36/48 months (100/94/87% vs 85/81/53% for MRD+). A combined model integrating weighted fragment lengths with inferred nucleosome positioning also separated outcomes (log-rank p=0.054); the Cox HR was not estimable because no MRD- patients relapsed. At 24, 36, and 48 months, baseline MRD positivity by the short-fragment model identified 100%, 83%, and 86% of patients who relapsed within those intervals (specificity 44%, 43%, and 52%), while the combined model detected all early relapses across the same horizons (specificity 15-21%), indicating consistently high sensitivity but modest specificity for predicting early progression. Conclusions: A cfDNA fragmentomics signature trained at MRD time points stratified PFS when applied to diagnostic plasma, identifying patients at risk of early relapse. Short-fragment burden was most discriminative, and a combined model with nucleosome positioning recapitulated it with higher sensitivity, albeit lower specificity. These data support cfDNA fragmentomics as a practical liquid-biopsy risk biomarker in MM and suggest higher signals may proxy aggressive disease with greater tumor shedding and chromatin disorganization. Future work will validate findings in larger cohorts and integrate cytogenetic and immune features. Citation Format: Dor David Abelman, Jenna Eagles, Aimee Wong, Saumil Shah, Jeffrey Bruce, Stephanie Pedersen, David S. Scott, Cecilia Bonolo de Campos, Signy Chow, Darrell White, Irwindeed Sandhu, Kevin Song, Esteban Braggio, Shaji Kunnathu Kumar, Alli Murugesan, Tony Reiman, A. Keith Stewart, Suzanne Trudel, Trevor J. Pugh. Baseline cfDNA fragmentomics identifies multiple myeloma patients at risk of early progression [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 2597.
Abstract 3250: Tumor-independent monitoring of minimal residual disease in multiple myeloma using cfDNA fragmentomics
Cancer Research | April 21, 2025 | Volume: 85 | Issue: 8_Supplement_1 | Pages: 3250-3250
Abstract Introduction: Monitoring minimal residual disease (MRD) is critical in multiple myeloma (MM) to predict outcomes and guide therapy. Traditional bone marrow (BM) aspirates for MRD detection are invasive and limited by sample quality. We therefore explored cell-free DNA (cfDNA) fragmentation as a less invasive alternative for MRD detection. Methods: We performed 30-40X whole-genome sequencing (WGS) on peripheral blood cfDNA from 45 MM patients, collecting baseline (n = 45) and follow-up samples (n = 98) from eight Canadian sites (M4 and IMMAGINE studies) and one U.S. site (SPORE study), plus 25 healthy controls. Samples were collected post-induction therapy (n = 13), 100 days post-autologous stem cell transplantation (ACST, n = 36), and during maintenance therapy (n = 49). Multiparameter flow cytometry (MFC) MRD testing was conducted on 77 samples. We evaluated insert size metrics and MM-specific chromatin accessibility (from Ordoñez et al., 2020) using Griffin (described in Doebley et al., 2022). Results: Baseline samples had a higher proportion of short fragments (20-150 bp) than follow-up samples (p = 0.0037) and healthy controls (p = 0.019). A fragment score (FS) based on weighted fragment distribution (per Vessies et al., 2022) was highest at baseline (mean = -0.384), followed by MRD-positive (mean = -0.495) and MRD-negative (mean = -0.550) samples. MRD-negative FS was lower than baseline samples (p < 0.001) but higher than healthy controls (mean = -0.639; p = 0.016). Baseline samples had lower coverage at MM-specific chromatin regions than MRD timepoints (p < 0.05; baseline mean = 0.982; MRD-positive = 0.989; MRD-negative = 0.994; healthy = 0.993), suggesting higher transcriptional activity pre-treatment. MRD-negative samples had higher coverage than MRD-positive cases (p < 0.01). Using logistic regression, we assessed the predictive performance of FS and coverage at MM-specific sites. FS alone achieved an AUC of 0.632 (sensitivity [SN] 39.4%, specificity [SP] 92.1%, accuracy [AC] 67.6%). Coverage yielded an AUC of 0.681 (SN 75.8%, SP 60.5%, AC 67.6%). Combining FS and coverage at MM sites improved performance (AUC = 0.734; SN 48.5%, SP 92.1%, AC 71.8%). We next evaluated whether adjusting the BM tumor cell percentage cutoff by MFC could improve performance. At 0.017% (1 in 5, 789 cells) for MRD positivity, the combined model’s accuracy reached 83% with an AUC of 0.757 (SN 17%, SP 97%). Conclusions: cfDNA fragmentomic analysis achieved high specificity (92-97%) in detecting MRD, providing a less invasive alternative to facilitate serial monitoring. While sensitivity remains an area for improvement, the high specificity of cfDNA makes it valuable for confirming MRD negativity and reducing invasive procedures. Future efforts aim to enhance sensitivity by integrating additional fragmentomic features. Citation Format: Dor D. Abelman, Jenna Eagles, Aimee Wong, Saumil Shah, Stephanie Pedersen, Stephenie Prokopec, David S. Scott, Sarah Bridges, Darrell White, Irwindeep Sandhu, Kevin Song, Esteban Braggio, Alli Murugesan, Anthony Reiman, Suzanne Trudel, Trevor J. Pugh. Tumor-independent monitoring of minimal residual disease in multiple myeloma using cfDNA fragmentomics [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 3250.
Initial Results of PX-171-003, An Open-Label, Single-Arm, Phase II Studyof Carfilzomib (CFZ) in Patients with Relapsed and Refractory Multiple Myeloma (MM)
Abstract Background: Carfilzomib (CFZ) is a novel proteasome inhibitor of the epoxyketone class that exhibits a high level of selectivity for the proteasome and has been shown in a phase 1 study to result in greater than 80% proteasome inhibition on a QDx2 consecutive day schedule. We piloted this agent in MM patients with relapsed and refractory disease, who had failed bortezomib (BTZ) and at least one immunomodulatory (IMiD) agent, e.g., thalidomide (THAL) and/or lenalidomide (LEN). Methods: PX-171-003 is an open-label, multicenter study enrolling pts with MM who have relapsed from at least 2 prior therapies and who are refractory; defined as progressing on or within 60 days of last therapy or<25% response to the last therapy. Pts received CFZ 20 mg/m2 IV Days 1, 2, 8, 9, 15 and 16 every 28 days, for up to 12 cycles. Dexamethasone 4 mg po was administered prior to each dose in Cycle 1. Responses were evaluated by the International Uniform Response Criteria for Multiple Myeloma. Clinical benefit response (CBR) was defined as complete response (CR) + partial/very good partial response (PR/VGPR) + minimal response (MR, as defined by EBMT criteria). Responses were adjudicated by an independent review committee. Results: 46 pts were enrolled, including 78% with progression on or within 60days of last therapy and 22% with no response to last therapy. 39 pts initiated treatment, completed at least one cycle of CFZ, had measurable M-protein, and were evaluable (eval) for response. The mean number of prior therapies (excluding transplant) was 6.4(range 1 to 18). 100% of pts received prior BTZ, 91% prior THAL, 89% prior LEN, and 83% prior stem cell transplantation (SCT). To date, pts received a median of 3 cycles(range 1–9) of CFZ; 22 started at least 4 cycles. The CBR was 26% (10/39 eval pts), including 5 pts achieving PR, 5 pts achieving MR, and 16 additional patients achieving stable disease (SD). Time to response was rapid, frequently occurring in the 1st cycle. CFZ was generally well tolerated; the most common adverse events (AEs) were fatigue(65%), nausea (37%), upper respiratory infection (37%), and diarrhea (33%). Worsening of hematologic parameters: anemia (65%); thrombocytopenia (46%) and neutropenia(20%) were predominantly Grades 1 and 2. Increased creatinine, both drug and non-drug related, was seen in 15/46 pts (33%), but treatment was discontinued in only 3 patients due to a renal adverse event. Acute renal failure was documented in 4 pts (9%), 2 (4%) of whom also had possible tumor lysis. 78% of pts had Grade 1 or 2 peripheral neuropathy (PN) at baseline. Exacerbation of PN was rare, and there were no study discontinuations or dose reductions due to PN. Conclusions: In the context of this heavily pre-treated MM population, single agent CFZ was able to induce CBR in 26% of MM patients, the majority of whom had failed BTZ, LEN, THAL, and SCT. CFZ was generally well-tolerated, and toxicities were manageable. Importantly, exacerbation of pre-existing PN was rare and did not result in dose reduction or discontinuation of therapy. These observations support further evaluation of CFZ as a promising new agent in MM. Enrollment is proceeding at an escalated dose (based on tolerability) in this trial. Additional studies of CFZ in patients who are less heavily pretreated and in combination with other chemotherapy agents are ongoing.
A Randomized Phase III Trial of Thalidomide and Prednisone as Maintenance Therapy Following Autologous Stem Cell Transplantation (ASCT) In Patients with Multiple Myeloma (MM): The NCIC CTG MY.10 Trial
Abstract Abstract 39 Three randomized trials have previously reported a progression-free survival (PFS) advantage for patients receiving thalidomide (T) maintenance post ASCT in MM. Two trials reported an overall survival (OS) advantage but the largest trial reported shows no OS advantage and in very high risk MM the use of T was deleterious. Recent trial reports demonstrate a PFS but not yet an OS advantage for patients receiving maintenance lenalidomide. We report results of NCIC CTG MY.10 which compared treatment with T (200 mg daily) and prednisone (50 mg alternate days) (T/P) until progression versus observation alone when used as maintenance therapy following ASCT. Importantly, OS was the 1ry endpoint of this study, 2ry endpoints were PFS, quality of life (QoL), toxicity, and the incidence of venous thromboembolism events (VTE). Eligibility: Patients with MM who had ASCT within 1 year of beginning initial treatment for their disease. Patients were randomized 60–100 days post ASCT and had no other medical condition precluding long term use of T/P. Results: 332 patients were enrolled. Median age was 58 years and the arms were balanced. Patients were stratified by age (<60 or >60), and CR status post transplant. Median follow up is 4 years. Only 14% of patients were in CR post transplant. 111 patients died (50 versus 61 in T/P vs. observation). The median OS was 5 years for observation, and has not yet been reached for T/P, however T/P maintenance therapy did not significantly prolong OS: p = 0.18, HR of maintenance vs. observation 0.77 (95% CI 0.53–1.13). The 4 year survival rate was 68% for T/P and 60% for observation. Age and response to transplant had no significant association with OS (p=0.21), while higher disease stage was associated with shorter OS (p=0.03). The median PFS was 28 months for T/P versus 17 months for observation: p<0.0001, HR of T/P vs. observation 0.56 (95% CI 0.43 – 0.73). The 4 year PFS rate was 32% for T/P treated patients versus 14% for patients on observation. At relapse, treatment by arm (T/P vs observation) included lenalidomide (39 vs 34%), T (13 vs 22%) or bortezomib (50 versus 46%). Non hematologic toxicities were seen in more patients with treatment (Grade 3: 92% T/P vs 49% observation, grade 4: 16% vs 7%). Common toxicities of all grades that were significantly higher in T/P treated patients included hyperglycemia, edema, hypertension, fatigue, Cushingoid appearance, constipation, mouth dryness, dyspepsia, anxiety, memory loss, sensory neuropathy, tremor, blurred vision, depressed consciousness, cataracts, dyspnea and bruising. 7% of patients on maintenance T/P developed a VTE in the absence of prophylaxis versus 0% on observation. NCIC CTG standardized response analysis was use to compare QoL data between the 2 treatment arms. Overall, patients on T/P had worse QoL specifically in physical (p=0.07), role (p=0.08), cognitive (p = 0.01) and global (p=0.06) domains, and worse symptoms with dyspnea (p = 0.0007), constipation (p<0.0001), thirst (p=0.003), swelling in leg (p=0.03), numbness (p=0.02), dry mouth (p<0.0001), and balance problems (p<0.0001). However, patients on T/P reported improvement in appetite (p 0.02), and sleep (p=0.04). Conclusions: T/P maintenance did not improve overall survival, the primary objective of this trial, although a trend in favor of T/P was seen. In contrast, PFS was significantly improved in the T/P arm while toxicity was demonstrably increased and quality of life diminished. Disclosures: Stewart: Millennium: Consultancy; Celgene: Honoraria. Trudel:Celgene: Honoraria. Bahlis:Celgene: Honoraria, Research Funding, Speakers Bureau. White:Celgene: Honoraria, Research Funding. Meyer:Celgene: Honoraria.
A Pharmacogenetic Study of the NCIC CTG Clinical Trial My.10: Single Nucleotide Polymorphisms, Prognosis, and Predicting Benefit from IMiD® Compound Maintenance Therapy Following Autologous Stem Cell Transplant for Multiple Myeloma
Abstract Introduction: In multiple myeloma, randomized trials of maintenance therapy using thalidomide or lenalidomide following autologous transplant (ASCT) demonstrated prolonged progression-free survival (PFS), but overall survival benefit was inconsistent. The MY.10 trial (n=332) demonstrated improved PFS with thalidomide-prednisone maintenance therapy, but quality of life was inferior and overall survival was not improved. As a randomized trial with a no-treatment control arm and biospecimen collection, MY.10 provides a unique opportunity to identify predictors of benefit from therapy that could be used to personalize treatment. Immunomodulatory drug action is mediated in part through binding to cereblon (CRBN) and downregulation of IRF4. Candidate single nucleotide polymorphisms (SNPs) were selected from the CRBN/IRF4 pathway and other genes previously associated with myeloma prognosis, drug response and toxicity from literature review. The aim of this study was to investigate associations between candidate SNPs and benefit from immunomodulatory compound-based maintenance therapy, as well as prognostic impact. Methods: Genomic DNA was extracted from samples preserved in Trizol¨. SNPs were genotyped using TaqMan¨ genotyping assays on the ViiA7 qPCR platform. Analysis was performed on 187 patients with available samples and clinical data (86 in treatment arm; 101 in observation arm). Cox regression models were performed using SAS clinical 2.0 for prognostic impact of a single SNP on PFS, assessed with and without adjusted covariates (age, stage, performance status and response to ASCT). In treatment benefit analysis, PFS was modeled with genotype, treatment assignment and their interaction term. Results: SNPs with significant prognostic impact for PFS in all 187 patients were found in CRBN (rs1672753) (HR 0.59, 95%CI 0.4-0.86; p=0.006) and the following SNPs which had been found to be prognostic in prior studies were validated: CYP1A1 (rs1048943) (HR 1.98, 95%CI 1.19-3.27; p=0.008), CYP1B1 (rs1056836) (HR 0.72, 95%CI 0.52-0.99; p=0.043), and trend toward significance for SNP in CYP1A2 (rs2069514) (HR 2.02, 95%CI 0.98-4.15; p=0.057). Of these, only the CYP1A1 SNP was found to be possibly predictive of greater benefit from maintenance therapy. A SNP in ABCA1 (rs363717), previously associated with thalidomide-induced neuropathy, was prognostic in this study (HR 1.44, 95%CI 1.03-2.02; p=0.033) but not predictive of treatment benefit. Table 1 lists SNPs associated with a differential level of benefit from maintenance therapy, including SNPs in FAM179a and ICAM1 that were possibly associated with harm from maintenance therapy. Table 1. SNPs and treatment interaction with significant impact on PFS. HR represent hazard ratio of treatment versus observation for a given genotype group. Asterisk Indicates trend toward significance. Wildtype Heterozygote & mutant p-value interaction Gene dbSNP ID SNP HR 95% CI HR 95% CI FAM179A rs1053667 T>C 0.46 0.33, 0.66 2.28 0.78, 6.65 0.003 ICAM1 rs1799969 G>A 0.51 0.36, 0.73 1.75 0.83, 3.70 0.007 CASP3 rs1049216 A>G 0.82 0.54, 1.25 0.41 0.25, 0.69 0.029 IRF4 rs12203592 C>T 0.69 0.47, 1.02 0.38 0.21, 0.69 0.062* CYP1A1 rs1048943 A>G 0.62 0.44, 0.87 0.11 0.02, 0.52 0.079* Conclusion: Previously identified SNPs in drug metabolism and drug efflux genes were validated to be prognostic in this cohort. The prognostic but not predictive significance of a SNP in CRBN suggests a possible role for CRBN in multiple myeloma disease biology independent of immunomodulatory therapy. SNPs predictive of differing degrees of benefit from immunomodulatory maintenance were found in genes involved in immunomodulatory activation, drug action and cell adhesion mediated drug resistance; SNPs in FAM179A and ICAM1 were possibly associated with harm from thalidomide maintenance and could potentially be used to identify patients unsuitable for immunomodulatory maintenance therapy. These results may be applicable to lenalidomide and pomalidomide, since immunomodulatory compounds exhibit similar chemical structures and mechanisms of action. Validation of these SNPs in prospective clinical trials involving other immunomodulatory can test this hypothesis. Further studies are needed to confirm our findings. Disclosures Off Label Use: thalidomide and prednisone maintenance for multiple myeloma. Bahlis:Celgene: Consultancy, Honoraria, Research Funding, Speakers Bureau; Amgen: Consultancy; Johnson & Johnson: Speakers Bureau; Johnson & Johnson: Consultancy; Johnson & Johnson: Research Funding. Song:Celgene Canada: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding. White:Celgene Canada: Honoraria, Research Funding. Chen:Celgene: Consultancy, Honoraria, Research Funding. Seftel:Celgene: Honoraria, Research Funding. Howsen-Jan:Celgene: Honoraria, Research Funding. Reece:Amgen: Honoraria; Bristol-Myers Squibb: Research Funding; Merck: Research Funding; Novartis: Honoraria, Research Funding; Onyx: Consultancy; Millennium Takeda: Research Funding; Lundbeck: Honoraria; Otsuka: Research Funding; Janssen-Cilag: Consultancy, Honoraria, Research Funding; Celgene: Consultancy, Honoraria, Research Funding. Shepherd:Celgene: Honoraria, Research Funding. Chen:Celgene: Honoraria, Research Funding. Djurfeldt:Celgene: Research Funding. Reiman:Soricimed Biopharma Inc: Consultancy, Other: Scientific Advisory Board for Soricimed.
A randomized phase 3 trial of thalidomide and prednisone (TP) as maintenance therapy following autologous stem cell transplantation (ASCT) in patients with multiple myeloma (MM): An updated analysis of the NCIC Clinical Trials Group MY10 trial.
Journal of Clinical Oncology | January 3, 2019 | Volume: 32 | Issue: 15_suppl | Pages: 8591-8591
Purpose The aim of the International Myeloma Working Group was to develop practice recommendations for the management of multiple myeloma (MM) –related bone disease. Methodology An interdisciplinary panel of clinical experts on MM and myeloma bone disease developed recommendations based on published data through August 2012. Expert consensus was used to propose additional recommendations in situations where there were insufficient published data. Levels of evidence and grades of recommendations were assigned and approved by panel members. Recommendations Bisphosphonates (BPs) should be considered in all patients with MM receiving first-line antimyeloma therapy, regardless of presence of osteolytic bone lesions on conventional radiography. However, it is unknown if BPs offer any advantage in patients with no bone disease assessed by magnetic resonance imaging or positron emission tomography/computed tomography. Intravenous (IV) zoledronic acid (ZOL) or pamidronate (PAM) is recommended for preventing skeletal-related events in patients with MM. ZOL is preferred over oral clodronate in newly diagnosed patients with MM because of its potential antimyeloma effects and survival benefits. BPs should be administered every 3 to 4 weeks IV during initial therapy. ZOL or PAM should be continued in patients with active disease and should be resumed after disease relapse, if discontinued in patients achieving complete or very good partial response. BPs are well tolerated, but preventive strategies must be instituted to avoid renal toxicity or osteonecrosis of the jaw. Kyphoplasty should be considered for symptomatic vertebral compression fractures. Low-dose radiation therapy can be used for palliation of uncontrolled pain, impending pathologic fracture, or spinal cord compression. Orthopedic consultation should be sought for long-bone fractures, spinal cord compression, and vertebral column instability.
A randomized phase 3 trial of thalidomide and prednisone as maintenance therapy after ASCT in patients with MM with a quality-of-life assessment: the National Cancer Institute of Canada Clinicals Trials Group Myeloma 10 Trial
AbstractMultiple myeloma (MM) is a B-lineage malignancy characterized by diverse genetic subtypes and clinical outcomes. The recurrent immunoglobulin heavy chain (IgH) switch translocation, t(4;14)(p16;q32), is associated with poor outcome, though the mechanism is unclear. Quantitative reverse-transcription–polymerase chain reaction (RT-PCR) for proposed target genes on a panel of myeloma cell lines and purified plasma cells showed that only transcripts originating from the WHSC1/MMSET/NSD2 gene are uniformly dysregulated in all t(4;14)POS patients. The different transcripts detected, multiple myeloma SET domain containing protein (MMSET I), MMSET II, Exon 4a/MMSET III, and response element II binding protein (RE-IIBP), are produced by alternative splicing and alternative transcription initiation events. Translation of the various transcripts, including those from major breakpoint region 4-2 (MB4-2) and MB4-3 breakpoint variants, was confirmed by transient transfection and immunoblotting. Green fluorescent protein (GFP)–tagged MMSET I and II, corresponding to proteins expressed in MB4-1 patients, localized to the nucleus but not nucleoli, whereas the MB4-2 and MB4-3 proteins concentrate in nucleoli. Cloning and localization of the Exon 4a/MMSET III splice variant, which contains the protein segment lost in the MB4-2 variant, identified a novel protein domain that prevents nucleolar localization. Kinetic studies using photobleaching suggest that the breakpoint variants are functionally distinct from wild-type proteins. In contrast, RE-IIBP is universally dysregulated and also potentially functional in all t(4;14)POS patients irrespective of fibroblast growth factor receptor 3 (FGFR3) expression or breakpoint type.