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Fetal hemoglobin dysregulation in inherited and acquired bone marrow failure syndromes
Heigh, Victoria, Abdelmagid, Maymona, Ongie, Laura, McCullough, Kristen, Fernandez, Jenna, Lasho, Terra, Finke, Christy, Srinivasan, Anand, Kohorst, Mira, Ferdjallah, Asmaa, Hogan, William, Go, Ronald, Dingli, David, Gangat, Naseema, Al-Kali, Aref, Begna, Kebede, Alkhateeb, Hassan, Shah, Mithun, Litzow, Mark, Torghabeh, Mehrdad Hefazi, Matin, Aasiya, Reichard, Kaaren, Dalland, Joanna, Kusne, Yael, Foran, James, Ferrer, Alejandro, Patnaik, Mrinal, Mangaonkar, Abhishek, Heigh, Victoria, Abdelmagid, Maymona, Ongie, Laura, McCullough, Kristen, Fernandez, Jenna, Lasho, Terra, Finke, Christy, Srinivasan, Anand, Kohorst, Mira, Ferdjallah, Asmaa, Hogan, William, Go, Ronald, Dingli, David, Gangat, Naseema, Al-Kali, Aref, Begna, Kebede, Alkhateeb, Hassan, Shah, Mithun, Litzow, Mark, Torghabeh, Mehrdad Hefazi, Matin, Aasiya, Reichard, Kaaren, Dalland, Joanna, Kusne, Yael, Foran, James, Ferrer, Alejandro, Patnaik, Mrinal, Mangaonkar, Abhishek

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 6750-6750

10.1182/blood-2025-6750 Get It

Abstract Introduction: Inherited & acquired bone marrow failure syndromes (BMFS) have “stress erythropoiesis” with macrocytic anemia, elevated fetal hemoglobin (HbF) & erythropoietin (EPO) levels. The degree of HbF elevation & its capacity to discriminate between patients with inherited & acquired BMFS needs to be systemically studied. Genetic testing is often delayed & it is important to establish an early clinical diagnosis to make clinical decisions such as initiation of immunosuppressive therapy. Methods: After institutional review board approval, we compiled a clinically & genetically well-annotated cohort of patients with BMFS evaluated at Mayo Clinic. All patients were required to have at least cytopenia(s) & evidence of low or variable bone marrow cellularity upon a bone marrow evaluation. Patients with pre-clonal or malignant disorders were excluded. Clinical diagnoses were independently verified for accuracy. Detailed clinical & laboratory features were recorded. Germline genetic testing was performed as clinically appropriate on peripheral blood or bone marrow samples through targeted panels. Distribution of continuous variables was statistically compared using nonparametric (Mann-Whitney or Kruskal-Wallis) tests, while nominal variables were compared using the Chi-Square test. Kaplan-Meier estimate of overall survival (OS) was computed from the date of diagnosis to date of death or last follow-up (also censored at the time of allogeneic hematopoietic stem cell transplant). Results: Between years 1998 - 2023, 129 patients met criteria for inclusion in the study. Among these, clinical diagnoses included immune-mediated aplastic anemia (AA, n=56, 43%, 21% severe or very severe as per the Camitta criteria), telomere biology disorders (TBD, n=37, 29%), Fanconi anemia (n=10, 8%), GATA2 haploinsufficiency (n=8, 6%), Diamond-Blackfan anemia (DBA, n=2, 2%), deficiency of adenosine deaminase-2 (DADA2, n=2, 2%), congenital dyserythropoietic anemia (CDA, n=1, 1%), congential amegakaryocytic thrombocytopenia (CAMT, n=1, 1%), Schwachman-Diamond syndrome (n=1, 1%) & undefined (n=11, 9%). Among the inherited group, 63% had an identifiable germline pathogenic variant (most commonly, TERT/TERC 30%, FANC group 25% & GATA2 15%) with the rest diagnosed on a clinical basis. Elevated HbF >1% was noted in 79% of all BMFS patients; 83% AA, 70% TBD, 50% in DADA2 & 67% in undefined patients (no data was available for other inherited subtypes). In patients with an elevated HbF, absolute monocyte count (p=0.04) was significantly higher; however, there were no other significant associations with variables at diagnosis such as hemoglobin (p=0.5), white blood cell count (WBC, p=0.14), absolute neutrophil count (p=0.5), platelet count (p=0.7), mean corpuscular volume (MCV, p=0.2), absolute lymphocyte count (p=0.1), absolute reticulocyte count (p=0.4), EPO level (p=0.3), presence of a PNH clone (p=0.2), or presence of a germline variant (p=0.3). When diseases were grouped into inherited & acquired (AA) subgroups, median HbF was not significantly different (median%, 4.5 versus 2.3, p=0.4), with elevated HbF (>1%) in 75% versus 83% (p=0.6) patients respectively. On the other hand, minor PNH clone (>0.1% in at least two cell types) was detectable in the acquired group only (0 versus 55%, p<0.0001). Similarly, acquired group had a shorter (<3 months) onset of cytopenias preceding diagnosis (P<0.0001), with no significant differences in MCV (p=0.2), marrow dysplasia (p=0.09) or atypia (p=0.6), & splenomegaly (p=0.9). At median follow-up of 7 years, Kaplan-Meier estimate of transplant-censored median OS was lower in inherited versus acquired group (16 years versus median not reached, p=0.02). Elevated HbF did not significantly predict adverse OS in either group. Conclusions: Fetal hemoglobin is elevated in both patients with inherited & acquired (aplastic anemia) BMFS. When compared to established variables, elevated HbF has neither diagnostic utility nor prognostic relevance in predicting adverse outcomes. On the other hand, onset of cytopenias and presence of a minor PNH clone are both useful clinical variables in differentiating patients with inherited from acquired BMFS. Our data offers practical clinical utility in making early treatment decisions for patients with BMFS.
Clinical outcomes in adult AML with KMT2A rearrangements: A comparative analysis with R/R KMT2Ar and NPM1-mutated AML from the Mayo Clinic
Aldapt, Mahmood B, Fentie, Kin, Parker, Joseph D. , Foran, James M. , Gangat, Naseema , Kharfan‐Dabaja, Mohamed A. , Jiang, Jennifer , Fan, Yao‐Shan, Al‐Kali, Aref , Yi, Cecilia Y. Arana , Punwani, Nathan , Sproat, Lisa, Litzow, Mark, Patnaik, Mrinal M. , Parker, Joseph, Murthy, Hemant S. , Saliba, Antoine N. , Yi, Cecilia Arana , Badar, Talha

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 7030-7030

10.1182/blood-2025-7030 Get It

Abstract Background: KMT2A-rearranged acute myeloid leukemia (KMT2Ar AML) is characterized by chromosomal translocation involving KMT2A gene at 11q23, resulting in fusion with variety of partner genes. It is usually associated with poor outcomes, high risk of relapses and suboptimal responses to conventional therapies. While NPM1-mutated (mt) AML is considered favorable risk, they are equally dismal in relapse refractory (RR) setting. Menin inhibitors have emerged as a promising therapeutic strategy, particularly in RR AML patients (pts) with KMT2Ar and NPM1-mt genotypes. While revumenib, a menin inhibitor approved for managing RR KMT2Ar acute leukemia, no menin inhibitor is currently approved for NPM1-mt AML. In this study, we evaluated clinical outcomes of adults with KMT2Ar AML and performed a comparative analysis of pts with RR KMT2Ar and NPM1-mt AML using data from the Mayo Clinic. Methods: After screening 102 AML pts with reported KMT2A abnormalities, we identified 33 adults with confirmed KMT2Ar diagnosed between 2012 and 2024 for retrospective analysis. Clinical and molecular/cytogenetics data, induction type (intensive chemotherapy [IC] vs non-intensive chemotherapy [NIC]), response, transplant use, and survival outcomes were reviewed. A separate analysis was performed comparing 20 RR KMT2Ar AML pts with 20 propensity score matched RR NPM1-mt AML pts from a pool of 125 NPM1-mt RR pts. Results: The median age was 50 years (yrs) (range [R], 19.0-75.0), and 60.6% were < 60 yrs. Most cases were de novo AML (64%), and the most frequent translocation was t(6;11)(q27;q23)/MLLT4 (27%), followed by t(10;11)(p12;q23)/MLLT10 (21%), t(9;11)(p21.3;q23.3)/MLLT3 (15%), and t(11;19)(q23;p13.1)/ELL (12%). Other KMT2A fusion partners were rare and collectively accounted for the remaining cases. The median follow-up was 57 months (mo) (R, 7.0-109.0). The overall response rate (ORR) was 91%, and composite complete remission (CRc, , including CR, CRi, and CRh) was 73%. The CRc rates were comparable between IC and NIC (80% vs 62%, p=0.24). CRc were not significantly different by disease type (de novo [71.4%] vs secondary [sAML] [75%], p= 0.82) or KMT2A fusion partner gene (60% for t[9;11]/MLLT3 vs. 57.1% for t[10;11]/MLLT10 vs 55.6% for t[6;11]/MLLT4, p=0.069). Seventeen (52%) pts received an allogeneic stem cell transplantation (allo-HCT). The median overall survival (mOS ) for the entire cohort was 16 mo (R, 11.0-34.0). In subset analysis, IC compared to NIC was associated with significantly longer mOS (30 vs 11 mo, p=0.014). The mOS was also superior in pts <60 vs ≥60 yrs (32 vs 8 mo, p=0.005). Similarly, de novo cases had better mOS than sAML (22.0 vs 9.5 mo, p=0.052). Among KMT2Ar subtypes, t(6;11)/MLLT4 showed the longest mOS (54 mo [R, 30.0-not reached (NR)]), while t(9;11)/MLLT3 had the shortest (11.0 mo, [R 9-NR]), but differences were not statistically significant (p=0.32). The mOS was significantly longer among allo-HCT pts (30 vs 11 mo, p=0.005). Among 29 pts who experienced RR disease, the median relapse free survival (RFS) was 3 mo (R, 2.0-10.0). First salvage therapy yielded a CRc of 43.8% in 16 evaluable pts. When compared to a propensity matched cohort of 20 RR NPM1-mt AML pts, the CRc rates was 57.9% vs 50% in RR NPM1-mt and KMT2Ar AML (p= 0.68). The mRFS was not significantly different between RR KMT2Ar and NPM1-mt AML, (3 vs 4 mo, p=0.9). However, KMT2Ar pts had inferior mOS compared to NPM-mt AML (12 vs 65 mo, p=0.004). We further compared survival between NPM1-mt and KMT2Ar pts stratified by allo-HCT status. Among those who underwent allo-HCT, NPM1-mt pts had longer mOS (NR vs 22 mo, p=0.037). Among non-allo-HCT pts, mOS was numerically higher in NPM1-mt vs KMT2Ar (19 vs 8 mo, p=0.11). Conclusions: This single institusion cohort of adult AML with KMT2Ar underscores the biological and clinical heterogeneity of this high-risk group. IC was associated with a survival benefit, particularly among younger and fit patients. However, the outcomes following relapse remained poor, highlighting the urgent need for improved post-remission and salvage therapies. Comparative analysis with matched RR NPM1-mt AML pts revealed similarly dismal survival outcomes. Emerging data from single-arm studies of menin inhibitors in both frontline and RR settings among pts with NPM1-mt and KMT2Ar AML are encouraging and may represent a paradigm shift in treatment.
Systemic mastocytosis with associated lymphoid neoplasms (SM-ALN): A distinct subset with indolent clinical course and favorable outcomes
TTAMINA, Angel Luis OROSCO, Kelemen, Katalin, Palmer, Jeanne , Al‐Kali, Aref , Rivera, Candido E., Gangat, Naseema , Pardanani, Animesh , Tefferi, Ayalew , Yi, Cecilia Y. Arana , Orosco-Ttamina, Angel Luis , Muñoz, Javier , Yi, Cecilia Arana , Orosco-Ttamina, Angel Luis

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 7315-7315

10.1182/blood-2025-7315 Get It

Abstract Background: The coexistence of systemic mastocytosis (SM) and lymphoid neoplasms is rare and remains poorly defined. These cases are classified under SM with associated hematologic neoplasm (SM-AHN) in the WHO framework, though the ICC distinguishes SM with associated myeloid neoplasm (SM-AMN) as a separate entity. Emerging evidence points to SM with associated lymphoid neoplasms (SM-ALN) as a biologically distinct and clinically indolent subgroup (Aperna F et al, 2025). We performed a multisite retrospective study to characterize the clinico-molecular features and outcomes of SM-ALN. Methods: We conducted a retrospective analysis across Mayo Clinic sites, reviewing records from January 1980 to December 2024 to identify patients with SM-ALN. IRB approval was obtained. Of 22 cases identified, 4 were excluded due to co-occurring myeloid neoplasms. The final cohort included 18 patients. Variables analysed included age, sex, SM subtype, KIT mutation, symptoms, treatment, and survival outcomes. Results: Eighteen patients were included (median age: 61.5 years; range: 38–80; 11 female). Most had indolent SM (ISM, n=16); two had aggressive SM (ASM). SM preceded the lymphoid neoplasm in 4 cases (22%), followed it in 6 (33%), and was concurrent in 8 (44%). Low-grade lymphomas (n=12, 67%) included follicular lymphoma (n=2), CLL (, n=2), marginal zone (n=1), lymphoplasmacytic (n=1), and mantle cell (n=1). High-grade lymphomas (n=6, 33%) included diffuse large B-cell lymphoma (DLBCL, n=3), Hodgkin lymphoma (n=2), and T-cell acute lymphoblastic leukemia (n=1). SM-related symptoms were present in 16 of 18 patients (89%). The most common manifestations included dermatologic symptoms (rash/pruritus, 56%), systemic complaints (fatigue/weight loss, 39%), GI symptoms (17%), and anaphylaxis (6%). KIT D816V testing mutation was positive in 10 of 16 patients tested (63%). Tryptase was elevated (>20 ng/mL) in 15 of 18 (83%). NGS data was available for 9 patients: among the two ASM cases, both harbored SRSF2 mutation; one also had JAK2, DNMT3A, RUNX1, TET2, and TP53, while the other carried DNMT3A and IDH1. Mutations observed in ISM cases included CCND3, CXCR4, NOTCH2, SF3B1, MYD88 L265P, ASXL1, and TET2. SM management was divided into two categories: (1) Conservative approach, including observation alone in 4 patients (22%) and symptomatic therapies such as antihistamines or leukotriene inhibitors in 7 (39%); and (2) Cytoreductive treatments, comprising avapritinib in 5 patients (28%), cladribine in 1 (6%), and imatinib in 1 (6%). Management of lymphoid neoplasms included intensive regimens such as R-CHOP and hyper-CVAD for high-grade subtypes (e.g., DLBCL and T-ALL), while indolent forms (e.g., CLL and follicular lymphoma) were treated with bendamustine-rituximab or observation depending on disease burden. Overall, 13 patients (72%) received systemic therapy. At a median follow-up of 81 months (6.7 years), 17 of 18 patients (94%) were alive and progression-free. Median OS and PFS were not reached. The sole death occurred in a patient with ASM, while all ISM cases remained alive. ASM was associated with a higher (though nonsignificant) risk of death (OR 33.0; 95% CI, 0.89–1220.9; p = 0.111). Among patients with high-grade lymphomas (n=5), 80% were alive at follow-up, compared to 100% with indolent lymphomas (n=13). Discussion: Our findings support SM-ALN as a clinically indolent and biologically distinct subset within SM-AHN. Most patients had ISM and low-grade lymphoid neoplasms, with favorable outcomes regardless of lymphoma subtype or diagnostic sequence. High-risk mutations were confined to ASM cases, reinforcing underlying biologic differences. These findings align with prior Mayo Clinic data showing longer survival in SM-ALN compared to SM-AMN (median OS 8.1 vs 2.0 years; p<0.01). Treatment was primarily directed by the lymphoid malignancy, with limited need for cytoreduction in ISM. Larger, prospective studies are needed to confirm these observations and optimize management strategies. Limitations include the study's retrospective, single-center design and limited racial diversity. Multi-institutional studies are warranted to validate these findings and guide optimal management. Conclusion: SM-ALN is a rare but distinct SM subtype characterized by indolent behavior, favorable treatment responses, and prolonged survival. Recognition of this subset is critical to avoid over-treatment and to guide risk-adapted management strategies.
Disrupting a new NFkB-IL-6-JAK2-STAT cascade with novel NFkB inhibitors reduces primary myelofibrosis growth
Bian, Huiqin, Gangat, Naseema , Wald, David N., Tefferi, Ayalew , Yan, Fei , Liu, Shujun , Shen, Na , Tse, William

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 1990-1990

10.1182/blood-2025-1990 Get It

Abstract Introduction: Primary myelofibrosis (PMF), a myeloproliferative neoplasm (MPN), features bone marrow fibrosis, splenomegaly, and abnormal blood cell production. Aberrant JAK/STAT signaling, elevated cytokines or hyperactive NFκB are implicated in MPN pathogenesis; however, their interplay remains unclear. JAK inhibitors (JAKi) alleviate PMF symptoms, but they don't fully address disease progression or mitigate cytokine storms. NFκB inhibitors have shown promise in MPN models but are associated with off-target effects and toxicities. This study aims to elucidate the mechanisms of JAKi resistance and develop novel therapeutic strategies targeting hyperactive NFκB in vitro and in vivo, offering potential benefits beyond current JAKi therapies. Methods: To investigate JAKi resistance in PMF, ruxolitinib-resistant HEL cells were generated and NFκB/JAK2/STAT signaling was examined by Western blot. Biomarkers associated with JAKi response were identified in PMF patients treated with BMS-9115437 (Gangat et al, Blood Cancer J, 2023) via Western blot. Molecular mechanisms of MPN pathogenesis were further elucidated using Affymetrix HG-U133Plus2 assay on RNA from treatment-naïve PMF, essential thrombocythemia (ET), polycythemia vera (PV) patients and healthy donors, followed by KEGG and gene set enrichment (GSE) analysis. In vitro, NFκB was inactivated by shRNA, Ixazomib or emetine followed by Western blot for NFκB/JAK2/STAT phosphorylation as well as flow cytometry and clonogenic assays for cell growth. NFκB DNA binding activity was determined by electrophoretic mobility-shift assays (EMSA). The therapeutic and preventive effects of Ixazomib and emetine were evaluated in HEL-engrafted nude mice by assessing tumor formation, development, and underlying mechanisms using Western blot, H&E and IHC staining. Results: Short-term JAKi (BMS-911543, ruxolitinib) exposure altered JAK2 phosphorylation, increasing Tyr1008 phosphorylation and decreasing Tyr221, Tyr570, and STAT5 phosphorylation. Notably, JAK2, STAT3 and STAT5 were phosphorylated in ruxolitinib-resistant HEL cells or after treatment cessation, implying sustained signaling activity. Western blot analysis and clinical data in PMF patients (n=3) receiving BMS-911543 showed no hyperphosphorylation of JAK2 Tyr1008 with diverse responses independent of JAK2V617F status. A lack of correlation between JAK2 and STAT5 expression/phosphorylation suggests that other factors contribute to hyperactive STAT5 in PMF. Symptomatic improvement in a JAK2V617F-positive patient correlated with decreased STAT5 protein expression and phosphorylation, potentially serving as a predictor for JAKi response. Transcriptomic analysis in MPN patients (PMF (n=11), ET (n=6), PV (n=4), HD (n=5)) pinpointed the transcriptomic dissimilarities between PMF and PV or ET, and highlighted the higher NFκB activity in PMF compared to PV or ET. The importance of NFκB in PMF was further evidenced by the network analysis for the overproduction of circulating cytokines in PMF patients (Tefferi et al, JCO, 2011). In vitro studies revealed that NFκB overexpression promotes cell proliferation and inhibits apoptosis through enhanced IL-6/IL-6R expression and JAK2/STAT5 phosphorylation. Inactivating NFκB using shRNA, emetine, or ixazomib reversed these effects. Further, IL-6 treatment increased JAK2 phosphorylation. In vivo studies showed that Ixazomib significantly reduces tumor volume (734 ±133 to 98 ±14 mm3; P <0.001) and weight (582 ±156 to 87 ±22 mg; P =0.0005) compared to controls. Emetine similarly suppressed tumor growth dose-dependently without affecting spleen weight and even prevented tumor formation when administered prior to cell engraftment. Mechanistically, both Ixazomib and emetine inhibited NFκB and JAK2 phosphorylation while increasing cleaved caspase-3 in tumors. Conclusions: We discovered that STAT inactivation independently predicts improved outcomes in PMF and that NFκB hyperactivity holds particular significance for PMF compared to other MPN subtypes. We identified a NFκB-IL-6-JAK2-STAT axis in regulating PMF growth regardless of JAK2V617F status. Targeting NFκB with novel inhibitors Ixazomib and emetine disrupts the NFκB-IL-6-JAK2-STAT axis, suppressing PMF growth and offering potential therapeutic alternatives to overcome current JAKi limitations.
RALLY MF: A phase 2 Study of DISC-0974, an anti-hemojuvelin antibody, in patients with myelofibrosis and anemia
Gangat, Naseema , Tefferi, Ayalew , Michaelis, Laura C. , Islam, Prioty , Rampal, Raajit K. , Swords, Ronan , Pettit, Kristen , Bhatt, Sima , Buch, Akshay, Pelletier, Olivia, Savage, Will, Pettit, Kristen , Bose, Prithviraj , Hexner, Elizabeth O. , Gerds, Aaron T. , Jain, Akriti Gupta , Talpaz, Moshe , Halpern, Anna B.

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 2042-2042

10.1182/blood-2025-2042 Get It

Abstract Background Hepcidin, a central regulator of iron homeostasis, is pathologically elevated in patients with myelofibrosis (MF) and anemia. Chronic hepcidin elevation limits iron availability for red blood cell production and contributes to the onset and severity of anemia, for which there is a large unmet need for safe and effective treatments. DISC-0974 is an investigational, first-in-class, monoclonal antibody that blocks hemojuvelin, a co-receptor in the bone morphogenetic protein-signaling pathway driving hepcidin expression. In studies involving healthy volunteers (Novikov, et al, J Clin Pharmacol 2024:64(8):953-962) and participants with MF (Gangat et al, Blood 2024;144(Suppl1):657), DISC-0974 dosing resulted in reduced serum hepcidin levels and increased serum iron, with a favorable safety profile. Clinically meaningful improvements in anemia were also observed: 50% of non–transfusion-dependent (nTD) participants achieved a mean hemoglobin increase of ≥1.5 g/dL for at least 12 weeks, while 80% of participants with low transfusion burden (TD low) and 40% of participants with high transfusion burden (TD high) achieved transfusion independence (TI) for ≥16 and ≥12 consecutive weeks, respectively. Aims This Phase 2, open-label, multiple-ascending dose study (NCT05320198) assesses efficacy, safety, pharmacokinetics (PK), and pharmacodynamics (PD) in participants with MF. Methods Participants were enrolled into 3 primary cohorts (n=30 per cohort), categorized by the units of red blood cells transfused in the 84 days prior to screening: nTD (hemoglobin <10 g/dL with 0 units), TD low (1-2 units), and TD high (3-12 units transfused). Additionally, an exploratory cohort of participants receiving concomitant treatment with momelotinib or pacritinib (n=10) was included. Eligible participants were ≥18 years of age with hemoglobin <10 g/dL or a transfusion requirement meeting World Health Organization diagnostic criteria for primary or secondary MF. A stable dose of concomitant hydroxyurea and/or Janus kinase (JAK) inhibitor (ruxolitinib and fedratinib for primary cohorts; momelotinib and pacritinib for exploratory cohort) was allowed. Major exclusion criteria included liver iron concentration ≥7 mg/g dry weight (TD high only) and nutritional, genetic, infectious, or autoimmune anemia. DISC-0974 was administered subcutaneously at a dose of 50 mg once monthly for a total of 6 doses. Dose escalation to 75 mg was required for inadequate or loss of response. Primary endpoints included evaluating hematologic response defined for TD low and TD high as TI during any 16- and 12-week consecutive period, respectively, and for nTD as a mean hemoglobin increase of ≥1.5 g/dL from baseline for at least 12 weeks. Secondary endpoints included PK/PD markers of iron regulation and safety assessments. Data were summarized using descriptive statistics. Results As of 01 July 2025, enrollment of the exploratory cohort of momelotinib was complete (n=10). Baseline hepcidin values in the exploratory cohort were similar (mean (SD) of 83.6 (62.8) ng/mL) to baseline hepcidin values from the DISC-0974 Phase 1b study (mean (SD) of 85.8 (71.0) ng/mL, n=35), and sustained hepcidin reduction was observed after DISC-0974 dosing. Early hematologic responses observed after 1 to 3 doses in the exploratory cohort were comparable to those reported in the Phase 1b study (Gangat et al, Blood 2024;144(Suppl1):657). Based on these initial data, the protocol was amended to allow concomitant momelotinib or pacritinib in all cohorts. Preliminary results, including baseline characteristics, PD, and hematologic responses across all cohorts, will be presented.
Clonal persistence and early cooperative mutations shape transformation in myelofibrosis
Farnoud, Noushin , Menghrajani, Kamal , Famulare, Christopher , Dunbar, Andrew , Gangat, Naseema , Gupta, Vikas, Arruda, Andrea , Manshouri, Taghi , Ho, Vincent T. , Deeg, Joachim, Monahan, Thomas S. , Jain, Tania , Palmer, Jeanne , Keyzner, Alla , Gomez-Arteaga, Alexandra, Tamari, Roni , Ajufo, Helen, Kosuri, Satyajit, Ali, Haris , Amanam, Idoroenyi , Chervin, Jordan , Patel, Minal, Sereewattanawoot, Sarun, Abdelmagid, Maymona, Abdelrheem, Ahmed, Bashir, Yassin, Yousuf, Muhammad , Pardanani, Animesh , Viges, Kapila, Shoultz, David, Winneker, Rick, Levine, Ross, Papaemmanuil, Elli , Vannucchi, Alessandro M., Tefferi, Ayalew , Rampal, Raajit K. , Guglielmelli, Paola , McGovern, Erin , Loscocco, Giuseppe Gaetano , Derkach, Andriy , Verstovšek, Srđan , Kuykendall, Andrew , Viswabandya, Auro , Monahan, Thomas, Gerds, Aaron T. , Gomez-Arteaga, Alexandra , Podoltsev, Nikolai , Gutiérrez‐Abril, Jesús , Ossa, Juan Arango , Passamonti, Francesco , Maura, Francesco , Abdel‐Wahab, Omar , Mascarenhas, John , Hoffman, Ronald

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 2046-2046

10.1182/blood-2025-2046 Get It

Abstract Background Myeloproliferative neoplasms (MPNs) can progress from chronic phase to accelerated or blast phase (MPN-AP/BP), a transition with poor prognosis and limited treatment options. While some abnormalities have been described, the genomic and clonal drivers of transformation remain poorly defined. We characterized mutational and structural alterations in MPN-AP/BP, leveraging paired samples to trace clonal evolution. Methods We profiled 186 samples from 160 individuals, including 159 MPN-AP/BP and 27 chronic-phase MPN samples (26 MF, 1 PV), using targeted sequencing of a 588 gene panel (mean depth: 709x). Paired pre- and post-transformation samples were available for 26 patients (n= 52). A consensus pipeline was used to detect somatic mutations, copy number variations (CNVs), and copy-neutral loss of heterozygosity (cnLOH). Clinical cytogenetic data were integrated when available. Single-cell validation is ongoing. Results Genomic complexity was widespread: 99% of patients harbored ≥1 oncogenic mutation (median 4; range 1–10). In total, 859 mutations were identified, most commonly in JAK2 (68%), ASXL1 (28%), TET2 (26%), SRSF2 (24%), TP53 (22%), and RUNX1 (22%). 684 structural alterations were identified in 86% of patients (median 3; range 1-20), including arm-level (22.5%), segmental (>5 Mb; 60%), and focal (<2 Mb; 9%) alterations. Recurrent events included 9p cnLOH (16%), del(5q) (13%), del(17p) (10%), and focal deletion of 21q22.12 involving RUNX1 (10%). Complex karyotypes (≥3 abnormalities) were observed in 55% of patients. Biallelic mutations accounted for 21% (183/859) of mutations, affecting 58% of patients across 21 genes, most frequently JAK2 V617F (28%), TP53 (17%) and TET2 (14%). Patients with biallelic mutations in these genes had significantly higher blast percentages compared to those with monoallelic mutations (p<0.05), highlighting an association with aggressive disease. In 26 patients with longitudinal samples (chronic phase MPN and MPN-AP/BP), 87% (125/144) of mutations were already detectable during the chronic phase, on average more than 7 years prior to transformation. Only 11% (16/144) of mutations were newly acquired, including additional RUNX1 and TP53 hits, or structural changes that converted pre-existing JAK2 V617F and TP53 R248Q mutations from monoallelic to biallelic via 9p cnLOH or 17p loss, respectively. These findings suggest transformation is often driven by outgrowth of pre-existing high-risk clones, indicating that these clones likely have a competitive advantage and that the mutations within these clones have a cooperative biological interaction which underlies this competitive advantage. To investigate this hypothesis, we examined whether patterns of recurrent co-mutations were identifiable in this cohort. We identified recurrent co-occurring mutations in SRSF2-IDH2, ASXL1-SRSF2, and ASXL1-EZH2, which were enriched at transformation (p < 0.05; Fisher exact test). Importantly, presence of these co-mutations was consistently associated with a higher transformation risk in two independent cohorts of MF patients from Mayo Clinic (n= 405) and University of Florence (n= 518). Clonal architecture analysis revealed that these co-mutations frequently arose within the same malignant clone: 100% for SRSF2-IDH2, 80% for ASXL1-SRSF2, and 85% for ASXL1-EZH2, and are often within the dominant clone. Prior studies have demonstrated mechanistic interplay between SRSF2 and IDH2 (Yoshimi et al.), as well as ASXL1 and SRSF2 (Sui et al.) mutations in myeloid malignancies. We assessed functional synergy of ASXL1-EZH2 using a murine model and identified that dual deletion caused a rapidly fatal myeloid neoplasm with shorter survival than single-gene loss. These results reinforce that functional synergy emerges within a shared cellular context, supporting clonal co-dependence as a driver of progression. Single-cell RNA sequencing of ASXL1-EZH2 mutant cases is ongoing and will be presented. Conclusions Transformation to MPN-AP/BP is driven by gradual clonal remodeling and expansion of pre-existing high-risk abnormalities. Biallelic and multi-hit alterations in TP53, JAK2, TET2, and RUNX1 promote clonal dominance and blast progression. Recurrent co-mutations such as IDH2-SRSF2 and ASXL1-EZH2 arise within the same clone, exhibit functional synergy, and are linked to poor outcomes. These findings support the clinical utility of early clonal and co-mutational profiling to guide risk-adapted intervention.
A phase 2, open-label study of the safety, tolerability, pharmacokinetics, pharmacodynamics, and efficacy of DISC-3405 in participants with polycythemia vera (PV)
Gangat, Naseema , Tefferi, Ayalew , Michaelis, Laura C. , O’Neill, Caitlin , Palmer, Jeanne , Pettit, Kristen , Rein, Lindsay , Rivera, Candido E., Schiller, Gary J. , Shatzel, Joseph J. , Guiducci, Lisa, Vaughn, Jennifer E. , Wofford, Anne, Savage, Will, Pemmaraju, Naveen , Pettit, Kristen , Gerds, Aaron T. , Grunwald, Michael R. , Halpern, Anna B. , Oh, Stephen T. , Guiducci, Lisa, Carden, Marcus A. , Bose, Prithviraj

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 2053-2053

10.1182/blood-2025-2053 Get It

Abstract Background and Significance: Polycythemia vera (PV) is a myeloproliferative neoplasm associated with pathologic erythrocytosis, most often driven by somatic mutations in the JAK2 gene. A key treatment goal is maintaining hematocrit (HCT) below 45% to reduce thromboembolic complications. Current standard of care for patients diagnosed with PV, including phlebotomy (PHL) and cytoreductive therapies (CRT), can be burdensome, may lead to intolerable adverse effects, and often are associated with symptoms of iron deficiency. DISC-3405 is an investigational, novel, humanized immunoglobulin (Ig)G1 monoclonal antibody that targets transmembrane serine protease 6 (TMPRSS6, also known as matriptase 2) to stimulate endogenous production of hepcidin, a peptide hormone secreted by hepatocytes and the key regulator of iron homeostasis. In a randomized, placebo-controlled study in healthy volunteers (DISC-3405-101), DISC-3405 administered subcutaneously at doses between 37.5-300 mg was well-tolerated, resulted in dose-dependent pharmacokinetic (PK) profiles, significantly increased hepcidin production with corresponding reductions in serum iron levels, and reduced HCT (Liu et al, EHA 2025, PS2207). DISC-3405 is being developed as a potential treatment for patients with PV requiring HCT reduction, regardless of baseline risk or concurrent CRT. Study Design and Methods: This is a multi-center, open-label, 52-week Phase 2 study enrolling up to 20 patients with PV in the United States to assess the safety, tolerability, PK, pharmacodynamics (PD), and therapeutic effect of DISC-3405 on PV disease control as evidenced by HCT reduction and PHL requirements. After an observation period of 4-12 weeks, participants will be treated and followed for 52 weeks and dosed up to 300 mg every 2 weeks. After 52 weeks, participants can continue in an optional 2-year continuation phase where long-term safety and efficacy will continue to be assessed. The main efficacy endpoints of the study include the proportion of participants achieving therapeutic response, defined as absence of PHL eligibility; number of PHLs during the treatment period; and proportion of participants with HCT values <45% throughout the study. PHL eligibility is defined as (1) HCT ≥45% and ≥3% (absolute change) of pre-treatment values or (2) HCT >48%. Eligible participants include adults 18 or older who meet the 2022 World Health Organization diagnostic criteria for PV. Clinically acceptable laboratory values include HCT <45% prior to Day 1 (dosing) or HCT <48% if followed by a PHL within 2 weeks prior to first dose of study drug, white blood cells 4000/μL to 20,000/μL (inclusive), and platelets 100,000/μL to 1,000,000/μL (inclusive). Participants should have at least 3 PHL in 26 weeks or 5 PHL in the 52 weeks prior to screening, and at least 1 PHL within 12 weeks prior to screening. Participants receiving CRT must have been on the therapy for at least 6 months and on a stable PV treatment regimen, including hydroxyurea, interferon, or ruxolitinib, for at least 2 months. Participants treated with only PHL must have stopped CRT 6 months before screening. Key exclusion criteria include participants that require PHL at HCT levels <45%, clinically significant thrombosis within 2 months prior to study treatment, active or chronic bleeding, estimated glomerular filtration rate of <30 mL/min/1.73 m2, and history of invasive malignancies within the last 5 years, except localized cured prostate cancer and cervical cancer, or other malignancies deemed acceptable in discussion with the Sponsor. The study will enroll participants from approximately 15-20 sites in the United States. Additional details can be found at https://clinicaltrials.gov/study/NCT06985147.
Myeloproliferative neoplasm driver mutations (JAK2/CALR/MPL) in chronic myelomonocytic leukemia are associated with an increased risk of blast transformation
Yousuf, Muhammad , Fathima, Saubia, Faldu, Priyansh, Alsugair, Ali, Mangaonkar, Abhishek A. , Reichard, Kaaren K. , He, Rong , Pardanani, Animesh , Gangat, Naseema , Tefferi, Ayalew , Fathima, Saubia , Bolarinwa, Abiola , Cannon, Andrew , Lasho, Terra L.

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 2067-2067

10.1182/blood-2025-2067 Get It

Abstract Introduction Chronic myelomonocytic leukemia (CMML) is a myeloid neoplasm with overlapping features of myelodysplastic syndromes (MDS) and myeloproliferative neoplasms (MPN). Blast transformation (BT) is a frequent complication of CMML with a 3-year risk of approximately 31%. MPN driver mutations (i.e., JAK2, CALR, MPL) are known to occur in CMML but their impact on overall survival (OS) or BT remains uncertain. Methods The current study was conducted under institutional review board approved minimum risk protocols that allowed retrospective collection and analysis of patient data. Diagnostic criteria were according to the International Consensus Classification (Blood 2022; 140:1200). For survival analysis, patients were censored at the time of allogeneic stem cell transplant (ASCT). All statistical analyses were conducted using JMP Pro 17.0.0 software (SAS Institute, Cary, NC, USA) and Bluesky Statistics Software (Worldwide Headquarters, Chicago, IL, USA). Results A total of 612 CMML patients were considered (median age 71 years; 68% males). MPN driver mutations (MPNMUT) were detected in 56 (9%) patients, including 43 (77%) with JAK2, 10 (18%) MPL, and 3 (5%) CALR. The median variant allele frequencies were 44% for JAK2 (range, 0.3–100%), 49% for MPL (range, 0.3–97%), and 50% for CALR (range, 20–80%). Age and sex distributions and CMML-1 vs. CMML-2 representation were similar between CMML patients with and without MPNMUT. On the other hand, CMML patients with MPNMUT were more likely to display higher hemoglobin level (p <0.01), platelet count (p <0.01), absolute neutrophil count (p = 0.02) and leukocytosis (≥13 ×109/L; p <0.01); they were also less likely to be red blood transfusion dependent (p <0.01), display platelet counts of <100 ×109/L (p <0.01) or abnormal karyotype (p= 0.03), present with severe anemia (p= 0.03) or harbor NRAS mutation (p = 0.02). Higher Mutational frequencies of SRSF2 (median 53% vs. 41%; p = 0.01), TP53 (median 8% vs. 2%; p = 0.02) and IDH2 (median 13% vs. 4%; p = 0.01) were noted in CMML patients with MPNMUT. During a median follow-up of 23 months (inter-quantile range 11-51 months) for all 612 CMML patients, 402 (67%) deaths, 118 (19%) BT and 108 (18%) ASCT were documented. Of these, 36 (9%) deaths, 18 (15%) BT and 13 (12%) ASCT occurred in patients with MPNMUT. Median OS for the entire group (N=612) was 32 months with 1-, 2- and 3-year OS rates of 78%, 58% and 47%, respectively. There was no significant difference in OS between CMML patients with or without MPNMUT (median 41 vs 31 months; p = 0.27). Thrombotic events were reported in 53 (9%) patients after diagnosis of CMML, including 48 venous and 5 arterial events. There was no significant difference in arterial (p = 0.10) or venous (p = 0.76) thrombosis-free survival between CMML patients with or without MPNMUT. Among all 612 patients with CMML, followed for a median of 18 months for living patients, 118 (19%) experienced BT, with 1-, 3-, and 5-year BT rates of 10.8%, 23.1%, and 31%, respectively. Cumulative incidence analysis function (CIF) was calculated in order to assess the BT-free survival while accounting for death as a competing risk; 3-year CIF was 30% for CMML patients with vs. 18% for those without MPNMUT (Gray's test; p = 0.01). This observation was confirmed in univariate analysis of time to BT (HR 1.7; p=0.03) as well as the corresponding multivariable analysis involving other mutations and clinical risk factors: MPNMUT (HR 1.8; 0.036), ASXL1MUT (HR 2.3; p<0.01), DNMT3AMUT (HR 2.6; p<0.01), CMML-2 vs. CMML-1 (HR 3.4; p<0.01), and leukocyte count ≥13 ×109/L (HR 2.0; p<0.01). SRSF2, IDH2, and TP53 mutations did not impact BT. Notably, the aforementioned risk factors for BT, including ASXL1MUT and DNMT3AMUT, were no longer significant when analysis was restricted to patients with MPNMUT. Conclusions The current study suggests a higher risk of BT in CMML patients with MPNMUT, independent of other molecular or clinical risk factors for BT. On the other hand, overall and thrombosis-free survival did not appear to be similarly influenced. The differential impact of previously recognized risk factors for BT in CMML (e.g., ASXL1MUT, DNMT3AMUT, CMML-2, CMML-MP), in the presence (lost significance) vs. absence (remained significant) of MPNMUT was intriguingly noted.
Treatment-requiring paroxysmal nocturnal hemoglobinuria in association with myeloproliferative neoplasms (MPNs): Clinical correlations and outcomes
Faldu, Priyansh, Yousuf, Muhammad , Pardanani, Animesh , Patnaik, Mrinal M. , Tefferi, Ayalew, Gangat, Naseema , Abdelaziz, Rania , Tefferi, Ayalew

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 3188-3188

10.1182/blood-2025-3188 Get It

Abstract Background: Paroxysmal nocturnal hemoglobinuria (PNH) is a clonal hematopoietic stem cell disorder caused by PIGA mutations, resulting in complement-mediated hemolysis. Myeloproliferative neoplasms (MPNs) are also clonal hematopoietic stem cell disorders driven by mutations in JAK2, CALR, or MPL, and include polycythemia vera (PV), essential thrombocythemia (ET), and primary myelofibrosis (PMF). Although the coexistence of PNH and and MPN is rare, both entities are associated with anemia and an increased risk of thrombosis. The main objectives of the current study were to characterize the clinical phenotype, and evaluate treatment outcomes, including response to complement inhibition in patients with treatment-requiring PNH and MPN. Methods A Mayo Clinic database search was conducted following Institutional Review Board approval to identify patients with PNH and MPN. Between January 2000 and June 2025, 11 patients had a pathologic diagnosis of MPN per the International Consensus Classification, and PNH requiring therapy. Clinical features, including hemolysis and/or thrombosis, and therapeutic interventions were recorded. Results The study cohort included 11 patients (median age 63 years; 73% male) with MPN (6 with PMF, 3 ET, 1 post-ET MF, 1 post-PV MF) in whom PNH was diagnosed concurrently (n=5), or at a median of 9 years (range: 2-15) after MPN diagnosis (n=6). In 9 of 11 patients (82%), PNH workup was initiated due to hemolytic anemia, while in 2 patients (18%), it was prompted by splanchnic vein thrombosis. Transfusion-dependent anemia was present in 6 patients (54%). PNH clone size [median (range)] was 0.58% (0–10.96%) in red blood cells, 18.82% (0–91.2%) in granulocytes, and 23.27% (0–98.8%) in monocytes. MPN driver mutations were evaluated in 8 cases and identified mutations in JAK2 (n=3), CALR (n=4), and MPL (n=1); two additional cases were negative for JAK2 mutations. Next-generation sequencing (NGS) was performed in 6 patients and identified ASXL1, ZRSR2, and SF3B1 mutations in one case each. Cytogenetic analysis (n =10) demonstrated an abnormal karyotype in 3 patients (30%), all of which were categorized as favorable risk. First-line treatment for PNH included complement inhibitors in 9 patients (82%), with eculizumab (n=8), or ravulizumab (n=1). Hemolysis was controlled in only 2 of 9 (22%) patients; one patient treated with eculizumab achieved durable anemia response for five years, while another patient achieved transfusion-independence within three months of eculizumab initiation. 3 patients underwent allogeneic stem cell transplant (ASCT); 2 achieved remission with follow up exceeding 5 years, while the third patient experienced PNH recurrence five months after transplant. The latter received donor lymphocyte infusions and eculizumab was re-initiated resulting in eradication of the PNH clone. Among patients treated with complement inhibitor and not transplanted, 4 of 6 (67%) were transfusion-dependent at last follow-up. Notably, one patient with PNH clone size of 91.19 % in granulocytes, had ongoing hemolysis despite dual complement blockade with ravulizumab and danicopan. Treatment for MPN included hydroxyurea (n=5), ruxolitinib (n=4), pacritinib (n=1), and erythropoiesis stimulating agents (n=4). Additionally, two patients each received antiplatelet therapy alone, anticoagulation alone, or a combination of antiplatelet and anticoagulation. During a median follow-up of 8.4 years (range, 0.6-19), 2 patients (18%) experienced venous thrombosis, and 1 patient (9%) had progression to myelodysplastic syndrome. 5 patients (45.5%) died, with sepsis as the cause of death in 3 cases. The incidence rate of thrombosis was 22 events per 1,000 person-years. Recurrent thrombosis was observed in a 68-year-old male with CALR-mutated MF and PNH clone size of 14.65% in granulocytes, with history of portal vein thrombosis. Despite treatment with eculizumab and low-molecular weight heparin, he developed thrombosis involving the inferior vena cava, common iliac, and hepatic veins. The second event occurred in a patient who developed deep venous thrombosis, while in remission and not on anticoagulation. Conclusion The current study represents the largest series of patients with treatment-requiring PNH and MPN. It reveals a predominance of MF patients, particularly among those harboring CALRmutations, and underlines suboptimal efficacy of complement inhibitor therapy in this patient population.
CMML2AML: Machine-learning discovery of co-mutations predictive of blast transformation in chronic myelomonocytic leukemia
Fathima, Saubia, Rokach, Lior , Yousuf, Muhammad , Faldu, Priyansh, Nakhleh, Merry , Mangaonkar, Abhishek A. , Alsugair, Ali, Pardanani, Animesh , Farnoud, Noushin , Rampal, Raajit K. , Reichard, Kaaren K. , He, Rong , Gangat, Naseema , Patnaik, Mrinal M. , Tefferi, Ayalew, Fathima, Saubia , Csizmar, Clifford M. , Lanino, Luca , Campagna, Alessia , Maggioni, Giulia , Della Porta, Matteo Giovanni , Tefferi, Ayalew

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 3844-3844

10.1182/blood-2025-3844 Get It

Abstract Background Blast transformation (BT) occurs in approximately 15-30% of patients with chronic myelomonocytic leukemia (CMML) and remains a leading cause of death. Allogeneic stem cell transplantation (ASCT) is currently the only treatment modality with the potential to cure the disease or prolong survival. Optimal timing of ASCT is critical for maximizing benefit while minimizing risks. To that end, contemporary risk models have focused on the prognostic relevance of individual, as opposed to concurrent mutations. In the current study, we looked into the possibility of prognostic prominence from concurrent mutations in predicting BT in CMML. Methods CMML diagnostic criteria were according to the International Consensus Classification (Arber et al. Blood 2022; 140:1200). A machine-learning hierarchical clustering algorithm was developed and tailored for patient stratification using survival outcomes and co-expression of genomic alterations. To reduce complexity and improve interpretability, we generalized each cluster using existing rule induction algorithms, including the in Trees framework and JRip. The final output was a set of mutation-based cluster definitions, each representing a distinct patient subgroup with similar survival trajectories. Competing risk analysis and cumulative incidence functions were used in downstream evaluation to validate the clinical distinctiveness of the clusters. For all survival analysis, patients were censored at the time of ASCT. Time-to-BT was calculated from the date of diagnosis to the date of BT or ASCT or last contact. BT-free-survival was calculated from the date of diagnosis to the date of BT, ASCT, death, or last contact. Results The core study cohort included 605 patients from the Mayo Clinic, USA, and the external validation cohort 501 patients from Humanitas Cancer Center, Milan, Italy. Using the patient cohort from the Mayo Clinic, machine-learning algorithms identified five molecular clusters with 3-year blast transformation (BT) rates ranging from 0% to 100% (AUC at 3 years 0.78): the order of molecular signature assignment (probability of BT/death from another cause) was i) PHF6MUT/ASXL1WT (0%/17% at 3 years; N=32), ii) NPM1MUT OR BCORMUT/ASXL1MUT OR SETBP1MUT/NRASMUT (48%/30% at 1 year; N=24), iii) RUNX1MUT/ASXL1MUT OR SRSF2MUT/NRASMUT OR EZH2MUT/ASXL1MUT OR SETBP1MUT OR BCORMUT (31%/55% at 3 years; N=132), iv) ASXL1MUT/TET2MUT OR DNMT3AMUT OR JAK2MUT (24%/28% at 3 years; N=123), and v) all other permutations (10%/40% at 3 years; N=294) [Figure 1]. Additional analysis confirmed significant differences in survival between RUNX1MUT/ASXL1MUT vs. RUNX1MUT/ASXL1WT (p<0.01) OR RUNX1WT/ASXL1WT (p<0.01) OR RUNX1WT/ASXL1MUT (p=0.038) [Figure 2]. Similar patterns of differences in survival were also documented for NRAS/SETBP1, ASXL1/EZH2, and NRAS/SRSF2 mutation combinations (Figure 2). A subsequent Cox regression analysis confirmed independent prognostic contributions from “PHF6MUT/ASXL1WT” (HR 5.43e-10; p<0.01), NPM1MUT (HR 26.7; p<0.01), “SETBP1MUT/NRASMUT” (HR 12.7; p<0.01), BCORMUT(HR 5.8; p<0.01), “RUNX1MUT/ASXL1MUT” (HR 2.3, p<0.01), JAK2MUT (HR 2.1; p<0.01), and “ASXL1MUT/TET2MUT” (HR 1.7; p=0.02). The prognostic relevance of “SETBP1MUT/NRASMUT”, “RUNX1MUT/ASXL1MUT”, NPM1MUT, and BCORMUT was validated in the external cohort from Italy (N=501). In the Mayo Clinic cohort, presence of any of the latter mutations was associated with 1-, 3-, and 5-year BT (death from other cause) rates of 27% (21%), 44% (49%), and 44% (51%), respectively (Figure 3). The corresponding values in the absence of high risk mutations were 7% (15%), 15% (37%), and 18% (52%) [Gray's p value <0.01 for both BT and death from another cause; Figure 3]. Similarly, the 1-, 3-, and 5-year BT (death from another cause) rates in the Italian cohort were 21% (19%), 37% (47%), and 42% (54%) in the presence and 8% (14%), 20% (35%), and 24% (45%) in the absence of high-risk mutations (Gray's p value <0.01 for BT and 0.18 for death from another cause; Figure 4). Conclusions In the current study, machine-learning algorithms enabled the discovery of concurrent mutations in CMML that were shown to be prognostically more significant than their individual constituents. Such prognostic interaction might have contributed to some of the discrepancies noted in current literature regarding the prognostic relevance of certain mutations in CMML and should be accounted for in the development of future risk models.