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Kourelis, Taxiarchis

https://orcid.org/0000-0001-8573-9434

Mayo Clinic

Mayo Clinic

Citations 397

Abstract 6475: Myeloma cells with therapy-induced senescence-like phenotype have increased resistance to killing by T cell directed therapies
Schaefers, Christoph, Guilatco, Angelo Jose, Arbelaez, Sofia, Wu, Chen , Corraes, Andre de Menezes Silva, Gupta, Malvika , Shao, Zuoyi, Regan, Kevin M., Kamal, Rayaan, Sannuli, Neal I., Li, Ying, Kourelis, T., Gonsalves, Wilson, Tan, Melinda, Abdallah, Nadine, Lin, Yi, Weivoda, Megan , Schaefers, Christoph , Borges, Gabriel Álvares , Corraes, Andre De Menezes Silva , Kourelis, Taxiarchis , Gonsalves, Wilson I. , Tan, Melinda, Abdallah, Nadine

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 6475-6475

10.1158/1538-7445.am2026-6475 Get It

Abstract Background: Therapy-induced senescence (TIS), a tumor cell state associated with distinct gene expression patterns and implicated in therapy resistance, may be activated in Multiple Myeloma (MM) patients (pt) by genotoxic chemotherapies, such as high-dose melphalan (HDM). We investigated whether TIS is activated in MM cells following chemotherapy and linked to resistance to T-cell directed therapies. Method: We integrated scRNA-seq data from healthy donors (CNTRL) and MM pts (newly-diagnosed (NDMM), pre/post-CAR-T) bone marrow plasma cells (PCs) using two public datasets (Boiarsky, et al.; Dhodapkar, et al.) and a newly generated pt dataset. Senescence was evaluated using scGSEA with published gene sets (SenUp, SenGA, and SCAPs). For in vitro MM cytotoxicity assay, human H929 MM cells were treated with vehicle (Veh) or HDM (3µM, IC90) for 6h and examined for TIS features. H929VEH or H929HDM were co-cultured with CNTRL T cells with or without teclistamab (Tec, 10 nM) or with day 14 PBMCs from MM pts post-CAR-T (E:T 5:1). CAR+ T cells were high among the day 14 PBMC (median±SD: 93.4±7.2% of CD3+ cells, n=6). Results: scGSEA revealed significantly higher enrichment of SenUp, SenGA, and SCAPs in late-stage MM cells compared to NDMM and CNTRL (p<0.05). Expression of CDKN2A, encoding the senescence marker p16, was also increased in late-stage MM relative to NDMM/CNTRL PCs. Of interest, cells enriched for senescence also exhibited enrichment for myeloid markers (TET2, CEBP family). Notably, in pre-CAR-T, increased baseline senescence or myeloid marker expression showed an inverse association with CAR-T progression-free survival (PFS), suggesting TIS confers resistance to T cell mediated cytotoxicity. This may be due to myeloid plasticity. TIS MM cells generated in vitro, H929HDM, exhibited a distinct morphology characterized by increased cell size and enhanced cytoplasmic granularity. Increased CD14 expression was seen in 4 of the 6 experiments (median, range % increase: 11.2%, 2.5%-21%), consistent with myeloid plasticity; Increased KLRG1 expression was seen in 5 of the 7 experiments (median MFI ratio, range: 3.7, 1.3-471). No significant change was seen in GPNMB expression. Compared to H929VEH, H929HDM had a reduction in killing by CAR-T cells (median±SD: 22.8±32.94% n=6, p=0.016, Wilcoxon paired test). Similarly, H929HDM had a 10.69% decrease in Tec-mediated T-cell killing compared to H929VEH (n=8, p=0.02, Wilcoxon paired test). Conclusions: Late-stage MM cells exhibit transcriptional signatures consistent with TIS, which can be associated with decreased PFS to CAR-T. We report an in vitro model of TIS MM cells for testing of resistance to T cell killing. Based on these findings, a phase II trial (NCT06940297) is underway to test the hypothesis that peri-CAR-T senolytic therapy with dasatinib and quercetin will deepen responses by targeting this resistant TIS MM population. Citation Format: Christoph Schaefers, Angelo Jose Guilatco, Sofia Arbelaez, Gabriel Alvares Borges, Chen Wu, Andre de Menezes Silva Corraes, Malvika Gupta, Zuoyi Shao, Kevin Regan, Rayaan Kamal, Neal I. Sannuli, Ying Li, Taxiarchis Kourelis, Wilson Gonsalves, Melinda Tan, Nadine Abdallah, Yi Lin, Megan Weivoda. Myeloma cells with therapy-induced senescence-like phenotype have increased resistance to killing by T cell directed therapies [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 6475.
Abstract 5504: CoMMpass Explorer: An interactive platform to explore clinical and genomic data from newly diagnosed multiple myeloma patients from the landmark CoMMpass observational study.
Zhang, Wanxing , Avigan, David , Vij, Ravi, Kumar, Shaji Kunnathu, Kourelis, T., Lonial, Sagar, Cho, Hearn, Vlachos, Ioannis S., Ding, Li, Mulligan, George J., Zhang, Wanxing, Acharya, Chaitanya R. , Foltz, Steven , Parekh, Samir , Vij, Ravi , Kourelis, Taxiarchis , Lonial, Sagar , Cho, Hearn, Vlachos, Ioannis S. , Gnjatic, Sacha , Bhasin, Manoj K

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 5504-5504

10.1158/1538-7445.am2026-5504 Get It

Abstract The CoMMpass study (NCT01454297) is a prospective, longitudinal observational study involving 1,141 newly diagnosed multiple myeloma (NDMM) patients. Bone marrow aspirates from the study participants were collected for comprehensive molecular characterization of tumor (using bulk RNA sequencing and whole genome sequencing) and tumor immune microenvironment using 3’ single-cell RNA sequencing (scRNA-seq). To support exploration of this rich multi-omic dataset, we developed CoMMpass Explorer (CE), an intuitive interactive platform that enables real-time analysis of clinical and genomic data from CoMMpass. A central feature of CE is cohort building, where users can filter and stratify patients by clinical, genomic, and survival data elements to create custom cohorts for analysis. CE provides five main views: Overall Summary for clinical feature distribution, Kaplan-Meier curves, and multivariate Cox proportional hazards models; Mutational Profile for visualizing and comparing somatic mutations; Tumor Profile for bulk differential expression and gene set enrichment; Immune Microenvironment for comparing cell type abundance and cell cycle dynamics between cohorts using scRNA-seq data; and Pseudo-Bulk, which aggregates single-cell expression by cell type to enable cohort-level comparisons of transcriptional programs using DEseq2. CE reproduces prior CoMMpass studies, including WEE1 expression being associated with poorer progression-free survival (Simhal, et al.) and different mutation frequencies between African American and European American patients (Manojlovic, et al.). We further demonstrate CE’s utility by interrogating the 2025 Consensus Genomic Staging (CGS) risk classification system (Avet-Loiseau, et al). We compared CGS high-risk (HR, n=249) vs. CGS standard-risk (SR, n=573) patients. HR patients have significantly worse progression-free survival, overall survival, and time to second-line therapy compared with SR patients. Univariate models recapitulated expected differences in the clinical features that define CGS risk. Bulk tumor RNA-seq and ssGSEA highlighted a more proliferative and genomically unstable transcriptional program in HR group, with upregulation of angiogenesis and cell-cycle-related pathways. In the immune microenvironment, monocytes were more abundant in the SR group. Pseudo-bulk RNA-seq of plasma cells showed overexpression of ANXA1, NSD2, IGF1R, MAF and related genes in HR. CE democratizes access to the CoMMpass multi-omic resource, allowing researchers to interrogate clinical and molecular heterogeneity. By enabling hypothesis generation and replication of published results, CE serves as a valuable tool for identifying prognostic biomarkers and meaningful patterns in gene expression, mutation profiles, and the immune microenvironment. Citation Format: Wanxing Zhang, Chaitanya R. Acharya, Steven M. Foltz, David E. Avigan, Samir Parekh, Ravi Vij, Shaji Kunnathu Kumar, Taxiarchis Kourelis, Sagar Lonial, Hearn Cho, Ioannis S. Vlachos, Sacha Gnjatic, Li Ding, Manoj Bhasin, George Mulligan. CoMMpass Explorer: An interactive platform to explore clinical and genomic data from newly diagnosed multiple myeloma patients from the landmark CoMMpass observational study [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 5504.
Biomarkers of Cellular Senescence and their Association with Frailty, Clinical Outcomes, and Survival in Multiple Myeloma
Abdallah, Nadine, White, Thomas, Heeren, Amanda A., Wildes, Tanya, Marar, Rosalyn, Yee, Claire , Bodily, Anna, Kotajarvi, Brian R., Aug, Sarah, Kapoor, Prashant , Dispenzieri, Angela, Hayman, Suzanne, Dingli, David, Gonsalves, Wilson, Cook, Joselle, Zanwar, Saurabh , Lin, Y., Kourelis, Taxiarchis, Gertz, MA, Warsame, Rahma, Rajkumar, S, LeBrasseur, Nathan, Kumar, Shaji, Weivoda, Megan , Abdallah, Nadine H , Heeren, Amanda, Marar, Rosalyn , Yee, Claire , Kotajarvi, Brian, Buadi, Francis K , Kapoor, Prashant , Dispenzieri, Angela , Dingli, David , Gonsalves, Wilson , Cook, Joselle M , Zanwar, Saurabh S , Binder, Moritz , Lin, Yi , Kourelis, Taxiarchis , Gertz, Morie A , Rajkumar, S Vincent , Sfeir, Jad G , Kumar, Shaji K , Weivoda, Megan , Abdallah, Nadine , Smith, Byron H. , Wildes, Tanya M. , Buadi, Francis K. , Dispenzieri, Angela , Hayman, Suzanne, Dingli, David , Gonsalves, Wilson I. , Cook, Joselle , Binder, Moritz , Kourelis, Taxiarchis , Warsame, Rahma , Sfeir, Jad , LeBrasseur, Nathan K

No container title available | March 19, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-8605152/v1 Get It

Abstract Frailty predicts adverse outcomes in multiple myeloma (MM), yet an objective frailty biomarker is lacking. Circulating senescence-associated secretory phenotype (SASP) factors correlate with frailty and adverse outcomes in chronic diseases, but their relevance in MM is unclear. In this study, we investigated the relationship between 36 plasma SASP factors, frailty, and clinical outcomes in: (1) a historical cohort using stored specimens from 59 patients with newly diagnosed MM, and (2) a prospective cohort of 36 patients initiating new MM treatment. Several SASP factors were significantly associated with frailty after adjusting for age, sex, and body mass index; GDF-15, TNF-RI, IL-6, and IL-8 showed positive correlations with both cumulative-deficit based and physical frailty indices. Additionally, significant age-adjusted associations were observed between SASP factors and treatment outcomes, including overall survival (OS), high-grade toxicity, and healthcare utilization. We developed a 5-factor SASP model that demonstrated superior predictive performance for OS compared to chronological age, R-ISS stage, and clinical frailty, and TNF-RI alone (5-year OS AUC: 0.90). These findings highlight the association between senescence biomarkers and frailty and OS, and support further investigation of SASP factors as objective frailty biomarkers in MM.
Cytogenetics-based Clinical Trajectories in Patients with MRD Negativity Post Autologous Transplant for Multiple Myeloma
Zanwar, Saurabh , Mariotti, E, Kumar, Shaji, Gonsalves, W., Buadi, Francis K. , HAYMAN, Suzanne, Abdallah, N., Binder, Moritz , Cook, Joselle, Dispenzieri, Angela, Dingli, D., Gertz, M., Kourelis, Taxiarchis, Leung, Nelson, Lin, Yi, Siddiqui, Mustaqueem, Go, R., Muchtar, E., Warsame, Rahma, Jevremovic, Dragan, Kyle, RA, Kapoor, Prashant , Rajkumar, S. Vincent, Gonsalves, Wilson I. , Cook, Joselle , Gauto‐Mariotti, Estefania , Gonsalves, Wilson , Binder, Moritz , Buadi, Francis K , Cook, Joselle M , Mariotti, Estefania Gauto , Kumar, Shaji , Hayman, Suzanne R. , Abdallah, Nadine , Dispenzieri, Angela , Dingli, David , Gertz, Morie A. , Kourelis, Taxiarchis , Leung, Nelson , Lin, Yi , Siddiqui, Mustaqeem , Go, Ronald S. , Muchtar, Eli , Warsame, Rahma , Jevremović, Dragan , Kyle, R A, Rajkumar, S. Vincent

No container title available | January 20, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-8586124/v1 Get It

Abstract Measurable residual disease (MRD) assessment has become central to risk-adapted treatment strategies in multiple myeloma, yet the prognostic value of MRD negativity following autologous stem cell transplantation (ASCT) across individual high-risk cytogenetic abnormalities (HRCAs) remains unclear. We analyzed 351 newly diagnosed patients who achieved MRD negativity (sensitivity 2.4×10 − 6 ) at Day 100 following ASCT and had baseline cytogenetic data available. Median follow-up was 50.4 months. Standard-risk cytogenetics were present in 46% (n = 162), while 34% (n = 118) had one HRCA and 20% (n = 71) had ≥ 2 HRCAs. Despite uniform MRD negativity, several HRCAs continued to confer inferior progression-free survival (PFS). Compared with the standard-risk group (4-year PFS 84%), patients with del(17p), 1q21+, t(4;14), or MAF translocations [t(14;16)/t(14;20)] had significantly lower 4-year PFS rates: 56% (HR 2.89; p = 0.0001), 60% (HR 2.46; p = 0.0001), 43% (HR 3.50; p = 0.0001), and 58% (HR 2.51; p = 0.01), respectively. Isolated del(17p) and 1q21 + also conferred inferior PFS. The 4-year PFS was 65% for patients with one HRCA (HR 2.31; p = 0.0004) and 55% for those with ≥ 2 HRCAs (HR 2.75; p = 0.0001). In this large MRD-negative post-ASCT cohort, several HRCAs, including isolated HRCAs, remained clinically meaningful drivers of inferior PFS, highlighting that early MRD negativity does not uniformly mitigate the impact of high-risk biology.
Comprehensive analysis of subtype-specific outcomes and management in Castleman disease: a 20-year cohort study
Habermann, T. M., Gertz, Morie A, Porrata, Luis, Johnston, Patrick B. , Lin, Y., Buadi, Francis K. , Dingli, David , Wang, Yucai, Leung, Nelson, Kourelis, Taxiarchis , Witzig, TE, Warsame, Rahma , Cook, Joselle, Sher, Taimur , Gertz, Morie A. , Leung, Nelson , Wang, Yucai , Gertz, Morie A , Buadi, Francis K , Wang, Yucai , Leung, Nelson , Kourelis, Taxiarchis , Witzig, T.E. , Warsame, Rahma , Cook, Joselle M , Rosenthal, Allison C, Tun, Han W , Dispenzieri, Angela , Dingli, David , Nishimura, Yoshito , Cook, Joselle , Rosenthal, Allison , Tun, Han W. , Dispenzieri, Angela

Blood Advances | December 24, 2025 | Volume: 10 | Issue: 5 | Pages: 1487-1496

10.1182/bloodadvances.2025018324 Get It

Abstract Castleman disease (CD) is a heterogeneous group of lymphoproliferative disorders anatomically classified by distribution (unicentric CD [UCD], oligocentric CD [oligoCD], or multicentric CD [MCD]). Human herpes virus 8–negative MCD is called idiopathic MCD (iMCD), which includes clinical subtypes with varying phenotypes and responses: TAFRO (thrombocytopenia, anasarca, fever, renal dysfunction and/or reticulin fibrosis, and organomegaly), IPL (idiopathic plasmacytic lymphadenopathy), and not otherwise specified. OligoCD has recently emerged as an intermediate form between UCD and MCD, with unclear clinical behavior, and IPL has not been validated in a Western cohort. We retrospectively analyzed 217 patients with CD evaluated at our institution between January 2004 and August 2024. Survival probabilities were compared using log-rank tests. Overall, 57% had UCD, 20% had oligoCD, and 23% had iMCD. Patients with oligoCD and iMCD more frequently exhibited systemic symptoms than those with UCD. Patients with oligoCD and iMCD had significantly shorter event-free survival (EFS) of 8.9 and 2.3 years, respectively, than those with UCD (not reached; P< .001 and P< .02). Among iMCD subtypes, iMCD-IPL demonstrated a longer EFS than iMCD-TAFRO (P = .02), with no deaths during the follow-up periods. The results validate oligoCD and iMCD-IPL as new subtypes in this Western cohort. The survival outcome in oligoCD was intermediate between UCD and iMCD, with only a subset of patients with oligoCD requiring systemic therapy. iMCD-IPL had a favorable survival outcome in this US cohort, similar to what has been reported in non-Western countries. Tailoring treatment strategies to disease subtypes and vigilant monitoring of oligoCD for progression may improve survival outcomes in CD.
Longitudinal Profiling of Tumor and Immune Compartments Uncovers Patterns of Dysregulation and Associations with Response in Multiple Myeloma
Ohlstrom, Denis , Pilcher, William , Michaud, Marina E. , Acharya, Chaitanya R. , Satpathy, Sarthak , Gonzalez‐Kozlova, Edgar , Jayasinghe, Reyka G. , Ferguson, Katherine , Mumme, Hope , Nanda, Shivani , Mantrala, Sowmitri Karthikeya , Karagkouni, Dimitra , Pabustan, Nick , Santos, Junia Vieira Dos , Gout, Alexander M. , Kourelis, Taxiarchis , Vij, Ravi , Dhodapkar, Madhav V. , Avigan, David , Kumar, Shaji , Ding, Li , Gnjatic, Sacha , Ohlstrom, Denis J , Pilcher, William , Acharya, Chaitanya , Mumme, Hope L , Song, Yizhe , Mantrala, Sowmitri , Karagkouni, Dimitra , Schulman, Jessica , Pabustan, Nick , Vieira Dos Santos, Junia , Sherbenou, Daniel W , Keats, Jonathan J , Gout, Alexander M , Foltz, Steven , Lagana, Alessandro , Kourelis, Taxiarchis , Vij, Ravi , Dhodapkar, Madhav V , Avigan, David , Cho, Hearn Jay , Baughn, Linda B , Nooka, Ajay K , Lonial, Sagar , Kumar, Shaji K , Samur, Mehmet K , Vlachos, Ioannis S , Ding, Li , Gnjatic, Sacha , Mulligan, George , Bhasin, Manoj K , Jayasinghe, Reyka G , Song, Yizhe , Keats, Jonathan J. , Cho, Hearn Jay , Baughn, Linda B. , Nooka, Ajay K. , Lonial, Sagar , Samur, Mehmet , Vlachos, Ioannis S. , Mulligan, George

Blood Cancer Discovery | December 9, 2025 | Volume: 7 | Issue: 2 | Pages: 266-286

10.1158/2643-3230.bcd-25-0205 Get It

Abstract Multiple myeloma is a malignancy of clonally expanded plasma cells shaped by complex interactions with the immune microenvironment (IME). To investigate immune correlates of treatment response and disease progression, we conducted multi-omics profiling including CD138neg single-cell RNA sequencing of 243 bone marrow samples from 102 patients (631,226 cells) and CD138pos bulk RNA and whole-genome sequencing from 209 samples. In longitudinal analyses, interferon-γ signaling associated with markers of impaired T-cell memory after autologous stem cell transplant, whereas naïve B-cell abundance and immunoglobulin diversity correlated with improved progression-free survival (HR = 0.48; P = 2.3e−4). At disease progression, multiple myeloma cells upregulated cancer–testis antigens (CTAg) and immune effector genes, with concurrent B-cell depletion, enrichment of myeloid-derived suppressor cell expression, and phenotypic T-cell exhaustion. These findings highlight dynamic immune–tumor interactions, identifying naïve B-cell reconstitution as a biomarker of durable response and CTAgs as potential targets for high-risk disease at progression. Significance: Longitudinal profiling of multiple myeloma and the IME revealed dynamic immune–tumor interactions across the disease course. Altered expression in CD8+ T cells limited memory phenotype after transplant, whereas naïve B-cell recovery associated with sustained treatment response. At progression, CTAg expression associated with immunosuppression, revealing novel mechanisms of immune dysregulation.
AI multimodal large language model on CAR-T pre-leukapheresis evaluation to predict monitoring needs post infusion for early dismissal planning
Corraes, Andre De Menezes Silva , Shaw, Monica , Holmes, Lucy , Burgstahler, Allison, Riester, Kimberly, Jankowski, Matthew, Hampel, Paul J. , Kapoor, Prashant , Khurana, Arushi , Kourelis, Taxiarchis , Leung, Nelson , Warsame, Rahma , Kumar, Shaji , Ansell, Stephen M. , Johnston, Patrick B. , Guzman, Emmanuel Contreras , Shaw, Monica, Holmes, Lucy, Burgstahler, Allison, Mclean, Jody, Villasboas, José C. , Bennani, N. Nora , Binder, Moritz , Gertz, Morie A. , Kenderian, Saad S. , Cook, Joselle , Shah, Meera , Alkhateeb, Hassan B. , Wang, Yucai , Durani, Urshila , Paludo, Jonas , Lin, Yi

Blood | December 5, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 6131-6131

10.1182/blood-2025-6131 Get It

Abstract Introduction: CAR-T therapy has transformed cancer therapy. with its first Food and Drug Administration (FDA) approved product in August 2017. Given the expanding indications and growing experience, particularly with management of immediate toxicities requiring specialized expertise such as Cytokine Release Syndrome (CRS) and Immune Effector Cell-Associated Neurotoxicity syndrome (ICANS), FDA recently removed the Risk Evaluation and Mitigation Strategies (REMS) for CD19 and BCMA targeting CAR-T on June 26th2025. In particular, given that CRS and ICANS typically occur in the first 2 weeks post CAR-T infusion, the minimum required stay near CAR-T treatment center is reduced from one month to 2 weeks. While this could reduce treatment burden for patients (pts) who need to travel away from home to receive CAR-T, there is a need to update the transition of care from CAR-T center to pts' local oncology practice. Pts carry in their rate of recovery and have varying supportive care needs in the second half of the month post CAR-T infusion. To assist with care transition and planning, we examine the use of AI multimodal large language model (LLM) to predict patients' supportive care needs 2 weeks after CAR-T infusion based on the clinical data at the time of CAR-T evaluation, prior to leukapheresis. This timepoint was selected to also maximize travel, lodging and caregiver planning for pts and family as well. Methodology: Pts who were treated with FDA-approved CAR-T at Mayo Clinic Rochester between December 2022 and June 2025 were examined. Based on experiences with referral practices in the Midwest region, we defined patients with high monitoring needs as those who between day 14-30 post CAR-T had either hospital admission due to recurrent CRS or ICANS or required transfusion of more than 1 blood product per week (red blood cell or platelets). Others were classified as low monitoring needs. Clinical notes, labs, vital signs and electrocardiogram at the time of CAR-T evaluation were abstracted and summarized by Gemini LLM for association with patients with high versus low monitoring needs post CAR-T. Model was developed and tested for predicted needs and concordance with actual outcome of these pts. Results: Among the 362 pts who received FDA approved CAR-T in the timeframe, 84 pts had high monitoring needs. An additional 84 pts with low monitoring needs were randomly selected from 278 pts. These were divided into a training cohort and test cohort of 84 pts each, with 42 pts with high and 42 pts with low monitoring needs. Demographics of the two cohorts displayed no statistical difference. LLM analysis of the clinical data at the time of CAR-T eval identified 5 categories associated with risk for high monitoring needs: 1) Disease status (clinical notes about bulky, progressive disease or CNS involvement); 2) inflammatory and tumor burden markers (CRP, LDH); 3) hematologic status (platelet, plt; neutrophil count ANC); 4) renal function; 5) performance status. Using common clinical lab parameter convention (platelets <100, ANC< 1, CrCl< 30ml/min), and prioritizing for not missing pts with high monitoring needs, LLM model was defined to predict patients for high monitoring needs if high risk feature was identified in category 1 or any category combinations; whereas patients with no high risk feature or only 1 category that is not disease status was predicted as low monitoring needs. In this model, the sensitivity was 85.7%, specificity 23.8%, F1 score 65.5%. Applying this model to test cohort 2, the sensitivity was 83.3%, specificity 28.6%, and F1 score 65.4%. Discussion: We demonstrate proof-of-concept that LLM can be used to analyze clinical data at the time of evaluation for CAR-T eligibility to predict for supportive care needs post treatment. Not surprisingly, features identified by LLM to be associated with high monitoring needs are those previously reported by us and others at the time of CAR-T evaluation and or pre-lymphodepletion to be associated with risk for cytopenia, infection, hospitalization and non-relapse mortality. Based on the summary output generated by LLM, additional opportunities for classification methods were identified to improve specificity and balanced accuracy of the LLM model. This is a promising tool for further development to assist clinicians and patients to plan their treatment journey.
Real-world (RW) outcomes of newly diagnosed multiple myeloma (NDMM) patients (pts) treated with front-line daratumumab (dara), bortezomib (bor), lenalidomide (len) and dexamethasone (dex) (DVRd)
Menezes, Ricardo de, Sledge, Hanna, Yadav, Kanika, Nayyar, Moez, Kapoor, Prashant , Sher, Taimur , Abdallah, Nadine , Lin, Yi, Flott, Caitlin, Yadav, Udit , Warsame, Rahma , Wiedmeier, Julia E. , Kourelis, Taxiarchis , Fernandez, Andre, Kumar, Shaji, Chanan‐Khan, Asher , Wiedmeier-Nutor, Julia E , Parrondo, Ricardo D , Menezes, Ricardo de, Nayyar, Madhavi, Bergsagel, P. Leif , Fonseca, Rafaël , Buadi, Francis K. , Gertz, Morie A. , Dispenzieri, Angela , Roy, Vivek , Binder, Moritz , Chhabra, Saurabh , Rajkumar, S. Vincent , Gonsalves, Wilson I. , Cook, Joselle , Dingli, David , Muchtar, Eli , Leung, Nelson , Siddiqui, Mustaqeem , Kumar, Shaji , Ailawadhi, Sikander

Blood | December 5, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 4585-4585

10.1182/blood-2025-4585 Get It

Abstract Background: The phase II and III GRIFFIN and PERSEUS studies evaluated DVRd vs. VRd in NDMM pts that were transplant eligible (TE). These studies included consolidation (cons) and dual agent maintenance (maint) with dara and len (DR). Little is known about the efficacy of DVRd in RW practice including frequency of bor use, use of cons, use of DR maint, and subsequent treatment after progression (PD) on DVRd. We aim to evaluate the RW efficacy of NDMM pts treated with DVRd across the tri-site Mayo Clinic Comprehensive Cancer (MCCC). Methods: We retrospectively analyzed the medical records of pts treated with DVRd between June 2018 and June 2024 at the MCCC. Outcomes were estimated using the Kaplan-Meier method. Results: 464 pts were included; 278 pts were male, and the median (m) age of MM diagnosis was 64 years (yr). 114 pts had ISS III, 205 pts had R-ISS III, 266 pts had high risk (HR) FISH, 80 pts had extramedullary disease, 165 pts had ultra HR disease (dz) (as per 2025 IMS/IMWG consensus), and 47 pts had renal insufficiency (RI) with creatinine >2 mg/dL. Starting len dose was 25mg in 356 pts, 15 mg in 40 pts and ≤10mg in 65 pts. 399 pts received bor 1x per week and 63 2x per week, 91 pts received 1-2 cycles of a different regimen prior to DVRd due to hospitalization (n=23), RI (n=38), poor performance status (n=6), other (n=34). 315 (67.9%) pts underwent autologous transplant (ASCT). The m number of induction cycles was 5; 4 for pts who underwent ASCT and 6 for pts who did not. The best ORR to induction for pts who underwent ASCT was 98% with 247 (79%) achieving ≥VGPR, and 82 (26%) achieving minimal residual disease negativity (MRD-) to at least 10-5. The best ORR for pts who did not undergo ASCT was 87%. For those who underwent ASCT, (96% with melphalan 200mg/m2), the ORR at day 100 was 97% with 56% achieving MRD-. At 1-yr post ASCT, 30% (93/312) were MRD-. 42 pts (13%) received post ASCT cons with DVRd for a m of 2 cycles. 281 pts received post ASCT maint including 107 (38%) len, 53 (19%) bor-len, 91 (32%) dara-len, 14 (5%) dara, 16 (6%) other. 61(13%) pts had change in treatment, due to change to second line therapy (35; 55%), discontinuation (d/c) of len (11; 17%), d/c of dara (3; 5%), d/c of bor (15; 23%), d/c of dex (0; 0%). The m follow-up time for all pts was 26 months (mo) (17-39). The m PFS of pts who underwent ASCT was not reached (NR), and was 57 mo (52-NA) for pts who did not undergo ASCT. For pts who underwent ASCT, the PFS at 24mo for pts who did not have HR FISH was 93% (88-99%) compared to 80% (73-88%) for pts with HR FISH (p=0.12) and 77% (68-87%) for pts with ultra-HR dz (p=0.013).The PFS at 24mo of pts with RI who underwent ASCT was 81% (66-98%) compared to 86% (82-92%) for those without RI, p=0.57. The PFS at 24mo of pts with RI who did not undergo ASCT was 53% (28-100%) compared to 64% (55-75%) for those without RI, p=0.42. The ORR and MRD- rate for pts who received once-weekly bor was 94% and 24%, compared to 94% and 27% for pts who received 2x weekly bor (p=0.85, p=0.93). For pts who underwent ASCT, the PFS at 24mo for pts who received len maint was 91% vs. 83% for pts who receive dual agent maint (DR or VR) (p=0.25), although pts who got dual agent maint were more likely to have HR FISH than pts who received len maint (p<0.001). The PFS at 24mo for pts that received post-ASCT cons was 91% compared to 85% for those that did not (p=0.53); pts who got post-ASCT cons were more likely to have HR FISH (p=0.07). For pts that underwent ASCT, the 3 yr PFS rate is 85% and the 3 yrs OS rate is 96%. For pts that did not undergo ASCT the 3 yrs PFS rate is 60% and the 3 yr OS rate is 85%. 55 pts had functional HR (FHR) MM (relapse within 18 mo) and m PFS for FHR pts who underwent ASCT was 15 mo (11-NA), while m PFS was NR for pts without FHR MM (p<0.001). 79 pts relapsed after 1st line DVRd. The most common 2nd line therapies (tx) were dara-carfilzomib (K)-D, dara-pomalidomide(P)-D, KPD, and other. The m follow-up time from 2nd line tx was 10 mo, the best ORR to 2nd line tx was 76%, and the m PFS with 2nd line tx was 18 mo (7-NA). Conclusion: In this RW analysis, the efficacy and survival outcomes of NDMM pts treated with DVRd was comparable to that reported in the PERSEUS and GRIFFIN trials, although MRD- rates appear lower. DR maint and post-ASCT cons use was not common and was used more frequently in pts with HR FISH. Pts can be effectively salvaged following PD on front-line DVRd with available tx.
Upfront therapy with allogeneic hematopoietic stem cell transplantation versus DNA methyltransferase inhibitors in patients with vexas syndrome: A comparative matched cohort efficacy analysis of 39 patients
Fathima, Saubia, Alsugair, Ali, Langer, Kimberly J., Lasho, Terra, Finke, Christy M. , Litzow, Mark R. , Matin, Aasiya , Bartoo, Gabriel , Kutzke, Jade L. , Reichard, Kaaren K. , Olteanu, Horatiu , Kusne, Yael , Palmer, Jeanne , Riwes, Mary , Langston, Amelia , Kourelis, Taxiarchis , Patnaik, Mrinal M. , Mangaonkar, Abhishek A. , Fathima, Saubia , Durani, Urshila , Hefazi, Mehrdad , Hogan, William J. , Shah, Meera , Go, Ronald S. , McCullough, Kristen , Koster, Matthew J. , Warrington, Kenneth J. , Chhabra, Saurabh , McGuirk, Joseph P. , Krakow, Elizabeth F. , Dingli, David , Alkhateeb, Hassan B.

Blood | December 5, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 981-981

10.1182/blood-2025-981 Get It

Abstract Background: VEXAS (Vacuoles, E1 enzyme, X-linked, Autoinflammatory, Somatic) syndrome is a hemato-inflammatory syndrome due to somatic mutations in UBA1 gene. Recently, DNA methyltransferase inhibitors (specifically, 5-azacitidine) and allogeneic hematopoietic stem cell transplantation (alloHSCT) have shown success in eradication of UBA1 clones and clinical remission in some patients. This study aims to provide a comparative efficacy analysis between DNA methyltransferase inhibitors (hypomethylating agents/HMA) versus alloHSCT in VEXAS syndrome patients. Methods: This is a multi-center, retrospective cohort study. UBA1 mutations were detected either through next generation sequencing [NGS, limit of detection (LOD) 2% variant allele fraction (VAF)] or quantitative droplet digital polymerase chain reaction testing (ddPCR, LOD 0.5% VAF). Outcomes of interest included overall survival (OS), glucocorticoid (GC) discontinuation/reduction in dose (prednisone < 10 mg/day), and complete molecular remission (CMR, defined as an undetectable UBA1 mutation). OS was calculated from the time of diagnosis to death or last follow up. Cumulative incidence of reduction in GC dose was calculated using competing risk analysis after accounting for death. Results: Between years 2020-2024, a total of thirty-nine male patients (median age 67, range 45-82 years) with VEXAS syndrome, necessity for therapy (GC-refractory inflammation and/or progressive marrow failure/myeloid neoplasm) and confirmed UBA1 pathogenic mutation were included. Of these, 18 (46%) received HMA therapy (5-azacitidine 72% and Decitabine 28%) with a median of 4 (range 1-36) cycles. and 21 (54%) underwent alloHSCT (MSD=4, MUD=12, MMUD=2, and haploidentical=3), all received reduced intensity conditioning (Flu/Mel =11, Flu/Bu=5, Flu/Cy/TBI=2, and TBF=3) and 91% received post-transplant cyclophosphamide-based graft-versus-host disease (GVHD) prophylaxis (only 2 patients in alloHSCT group received prior HMA without benefit). Baseline characteristics were well-balanced between HMA and alloHSCT groups; age at treatment (median 70 vs 65 years, p=0.2), and UBA1 M41V subtype (25% vs 40%, p=0.3), cytogenetic and non-UBA1 mutation abnormalities (p=0.4), prior lines of therapy (median 4 in both, p=0.5), time from diagnosis to therapy (median 7 vs 13 months, p=0.15), indication for therapy (p=0.12), Charlson CI scores (median 4 in both, p=0.4) and HCI-CI scores (median 4 in both, p=0.7). At a median follow-up of 45 (range 7-57) months, 11 (28%) deaths (alloHSCT=3 and HMA=8) were documented. Causes of death included infections (n=6), cardiac disease (n=2), poor graft function (n=2) and pulmonary GVHD (n=1). Compared to HMA therapy, alloHSCT group demonstrated higher rates of GC discontinuation (52% vs 6%, p<0.01) and CMR (evaluable= 22, 100% vs 50%, p<0.01). In the HMA group, 50% (n=9) discontinued therapy after a median of 4 months due to infectious complications or lack of benefit. In the alloHSCT group, 3 (14%) patients developed grade 2 acute GVHD (1-skin, 2-gut, no grade 3-4 acute GVHD) and 4 (19%) experienced moderate to severe chronic GvHD (2-lung, 2-mucocutaneous). In multivariable analysis (MVA) adjusted for age and HCT-CI, alloHSCT was identified as the strongest favorable predictor for OS (HR 0.18 95% CI 0.04-0.8) with similar results when analysis was restricted to transplant-eligible patients < 75 years of age (HR 0.1, 95% CI 0.03-0.6). In a 6-month post-treatment landmark analysis (n=31 evaluable), patients who underwent alloHSCT (n=17) exhibited numerically superior GC discontiuation rate (29% vs 14%, p=0.049) and subsequent OS compared to HMA (2-years OS: 84% vs. 61%, median not reached vs 25 months, 95% CI: 0.06–1.7). In a post-treatment competing risk [GC dose reduction (death)] analysis alloHSCT was associated with superior 2-, and 3-year rates of 57% (10%), and 76% (10%), compared to HMA 22% (24%), and 31% (42%) [p<0.01 (0.04)]. AlloHSCT was also associated with higher rate of CMR (evaluable= 21, alloHSCT N=16 and HMA N=5, 100% vs 60%, p=0.01). At the last follow up, none of the patients who achieved CMR had re-emergence of the UBA1 clone (despite early mixed chimerism). Conclusions: This study represents the largest comparative analysis of alloHSCT versus HMA therapy in VEXAS syndrome, and confirms superiority of alloHSCT in achieving molecular remission, GC discontinuation/dose reduction, and overall survival. Prospective clinical trial confirmation is warranted.
Clinical validation of a high sensitivity method to detect residual disease in blood of treated myeloma patients
Murray, David , Kohlhagen, Mindy , Dasari, Surendra , Kourelis, Taxiarchis , Coker, Jon, Willrich, Maria Alice V. , Jevremović, Dragan , Dispenzieri, Angela

Blood | December 5, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 5800-5800

10.1182/blood-2025-5800 Get It

Abstract Introduction In 2018, our institution implemented a MALDI-TOF mass spectrometry (MS) method (Mass-Fix) to detect myeloma associated M-proteins in blood. Currently, the lab has performed more than 500K tests by Mass-Fix. While Mass-Fix has been found to be more sensitive and specific than IFE, an ESI-Q-TOF (High Resolution Mass-Fix) method has demonstrated the potential to detect M-proteins at significantly lower levels. Blood minimal residual disease (MRD) detection in lieu of bone marrow (BM) is desirable since blood is easier and less expensive to obtain and analyze. This feature can allow for more frequent MRD monitoring for myeloma patients. Methods 66 residual blood samples from myeloma patients with varying M-protein varying isotypes were diluted into healthy blood to estimate the limit of detection of HR-Mass-Fix method. 179 Rochester Mayo Clinic patients who had a clinically ordered BM MRD assessment by next generation flow (NGF) cytometry (2 x 10-6), a blood sample available within 7 days of the BM biopsy, and a pre-treatment measured M-protein mass by Mass-Fix were utilized to assess the concordance of the BM and blood MRD status. Results The average limit of detection (LOD) of the HR-Mass-Fix was found to be significantly lower than Mass-Fix (0.0003 g/dL and 0.01 g/dL, respectively). The treated patient cohort utilized for comparison consisted of 145 myeloma, 21 AL amyloid, 4 LPL lymphoma and 9 other PCDs. Comparing the Mass-Fix and HR-Mass-Fix results, 100% of blood positive MRD results by Mass-Fix were positive by HR-Mass-Fix. HR-Mass-Fix detected residual M-proteins (mass within +/- 1 Da of pre-treatment) in 29 samples (40%) that were negative by Mass-Fix. Thus, HR-Mass-Fix increased the overall blood MRD positivity rate from 57% by Mass-Fix to 78%. The BM NGF MRD positivity was lower at 54%. The overall agreement of blood and BM by Mass-Fix was 71% (kappa 0.4) which decreased to 0.63 (kappa 0.3) with HR-Mass-Fix. Most of the disagreements were HR-Mass-Fix Blood (+)/BM NGF (-). Blood M-protein MRD appeared to be affected by M-protein half-lives. To determine this, the M-protein isotype distribution of Blood/BM MRD status was compared the M-protein isotype distribution of the overall cohort. The half-lives are as follows: IgG 23 days, IgA 6 days, IgM 5 days and FLC 0.25 days. When both blood and BM were positive, the isotype distribution was not significantly different than the overall cohort. For blood(+)/BM(-) patients, IgG (with the longest half-life) were significantly overrepresented compared to the overall cohort (74% vs 51%) . For blood(-)/BM(+) cases, there were no IgG M-proteins, and the majority were FLC patients. These results suggest that patients with shorter half-life M-proteins (non-IgG) are more likely to be Blood MRD(-) than patients with longer half-life M-proteins. M-protein rate changes over time will likely be needed to resolve the M-protein half- life affect. Conclusions HR-Mass-Fix can significantly increase the detection of M-proteins in comparison to our current Mass-Fix method. Ig recycling was found to be a likely reason for the disagreement between BM and blood. Therefore, a negative blood MRD status by HR-Mass-Fix is most likely to be the most significant in predicting patient outcomes.