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3216 citation(s) found for "Zhang, Z L".

Cytoplasmic but not nuclear cleaved gsdmd expression in live macrophages and DLBCL cells marks proinflammatory cognate interactions rather than pyroptosis and predicts better patient survival in DLBCL
Kong, Xue, Zhao, Xiaoxian , Visco, Carlo , Nunns, Harry , Yao, Shuna , Wu, Dehong , Wang, Chang , Xu, Alexander M. , Pan, Zenggang , Bernal‐Mizrachi, Leon , Chiu, April , Tam, Wayne , Zu, Youli , Zhang, Shanxiang , Moeller, Michael, Chen, Weina , Au, Qingyan , Merchant, Akil , Zu, Youli , Xu, Alexander M , Xu‐Monette, Zijun Y. , Xu, Zhenming , Hsi, Eric D. , Tzankov, Alexandar , Dybkær, Karen , Yan, Hui Min , Au, Kelly, Montes‐Moreno, Santiago , Zhan, Fenghuang , Parsons, Benjamin M. , Bhagat, Govind , Li, Yong , Young, Ken H.

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 7079-7079

10.1182/blood-2025-7079 Get It

Abstract Background: Pyroptosis is a form of programmed cell death characterized by cleavage of gasdermin (GSDM) family proteins that form pores in the plasma membrane, cell rupture, and release of pro-inflammatory cytokines. Its pro-inflammatory potential has garnered significant research attention in recent years but has not been studied in lymphoma. Patients and Methods: We performed immunohistochemistry for cleaved GSDMD (n-terminal) in two large cohorts of diffuse large B-cell lymphoma (DLBCL) with multiplex fluorescent IHC (mfIHC) data, and analyzed for prognostic and immune impact. Results: Cleaved GSDMD was frequently expressed in DLBCL, and only the cytoplasmic (versus nuclear) form of expression correlated with significantly better patient survival in two DLBCL cohorts. To understand the expression at the single-cell level, we examined mfIHC results, which revealed that GSDMD+cells were tumor or immune cells, and varied in Ki-67, BCL2, and MYC expression. Cases with cytoplasmic cleaved GSDMD expression had higher mean and median levels of CD38+ (activated) M1 macrophages in two cohorts and lower PD-1/PD-L1 expression, as well as phenotypes of cognate interactions between live activated M1 macrophages, DLBCL cells, and T cells in spatially resolved immune landscape by mfIHC. In contrast, phagocytosis of pyroptotic lymphoma cells by M2 macrophages and cell death of T cells were observed in cases with predominantly nuclear form of cleaved GSDMD expression. Bulk gene expression profiling analysis identified a large proportion of RNA genes upregulated in DLBCLs with cytoplasmic cleaved GSDMD expression, and deconvolution analysis found decreased frequency of the “Inflammatory” lymphoma microenvironment (LME) subtype, increased frequency of cell states and ecotypes with favorable prognostic associations, and decreased frequency of T cell exhaustion states. Summary: Analysis of pyroptosis-inducing cleaved GSDMD (n-terminal) expression in a large number of DLBCL patients revealed dinstinctive cytoplasmic and nuclear expression patterns in live and pyroptotic cells associated with different prognostic and immune effects. Cytoplasmic cleaved GSDMD expression is a marker of cognate interactions between live cells (e.g., activated M1 macrophages) associated with adaptive responses and favorable prognostic effects, whereas nuclear cleaved GSDMD expression is associated with immunosuppressive mechanisms, including T cell death and phagocytosis by M2 macrophages.
Therapeutic effect of menin inhibitors is reversible in AML treatment and could be enhanced by the targeting of differentiation associated chromatin complex
Mosior, John , Jiang, Yanan , Zhang, Xiaotian , Fan, Zhong , Wang, Jin , Chen, Chun‐Wei

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 3295-3295

10.1182/blood-2025-3295 Get It

Abstract Menin, encoded by the MEN1 gene, is a chromatin adaptor critical in AML through its role in the MLL complex. Inhibiting the Menin–MLL interaction promotes differentiation and reduces leukemia burden in MLL-rearranged and NPM1c AMLs, leading to the approval of Menin inhibitors by FDA. However, acquired resistance remains a challenge, highlighting the need to understand long-term effects. To understand the Menin inhibitors' effect in the long-term treatment, we firstly treated the MLL-r and NPM1c AML cell lines for long term and then withdraw the inhibitors to observe the potential recovery of cells. We found the cell growth inhibition and viability decrease were not sustained and proliferation resumed after the withdrawal of 18-30 days treatment of Menin inhibitor both in MLL-r and NPM1c cell lines and NPM1c primary AML cells. In parallel, differentiation cannot be maintained after Menin inhibitor withdrawal. Differentiation marker CD11b expression also gradually lost after 10-day of withdrawal. To determine whether these regrown cells develop resistance, we compared the regrown cells to untreated cells and found that there was no significant difference in IC50 of Menin inhibitors between the regrown and untreated cells, showing the cells regrown due to the reversibility of Menin inhibitors but not resistance. Furthermore, due to the heterogeneous differentiation induced by Menin inhibitors, we compare the effect of differentiation on the cell growth. After 24 days of treatment, CD11bhi and CD11blo cells were sorted after inhibitor removal, we could observe a significant slower cell growth in CD11bhi than CD11blo cells. We also found a CD11bhi group gradually lost the differentiation marker and revert the grow rate as CD11blo. This indicates that these cells underwent dedifferentiation, suggesting that Menin inhibitors alone induce only reversible differentiation. Interestingly, we found the regrown cells silenced HOX/MEIS1 genes permanently showing the HOXA/MEIS1 genes are not playing a role in the long-term treatment of Menin inhibitors. To enhance and stabilize differentiation, we conducted a CRISPR screen targeting chromatin regulators in MOLM13 and OCI-AML3 cells treated with Menin inhibitor or DMSO for 2 weeks. CD11bhi and CD11blo cells were sorted by FACS. Hits included members of the SAGA, LSD1/CoREST, MBD2 NuRD complex, ING5, non-canonical BAF, and MLL/Menin complexes. Knockdown of RCOR1, LSD1, MBD2, MEAF6, KAT6A, and KAT2A enhanced Menin inhibitor–induced differentiation and stabilized it after withdrawal for up to 20 days. We futher screened pharmacological inhibitors of these targets and found that LSD1, KAT6A, and MBD2 inhibitors enhanced differentiation. In particular, combining the experimental MBD2 inhibitor KCC07 with the Menin inhibitor Revumenib accelerated differentiation as early as day 3 (vs. day 7 with Revumenib alone). Long-term co-treatment stabilized differentiation, induced cell death, and suppressed proliferation, indicating chromatin modulation can lock in terminal differentiation, lead to cell death, and potentiate Menin inhibitor effects. RNA-seq of OCI-AML3 cells treated with DMSO, Reumenib, KCC07, or their combination showed that the MBD2/Menin combination inhibition significantly upregulated differentiated monocytes and neutrophils signatures while reducing immature neutrophil signature. GO analysis revealed strong activation of monocyte differentiation and repression of PI3K-AKT signaling. HOXA and MEIS1 expression were only modestly changed, showing the combination mostly enhanced diffrentiation gene programs but not self-renewal maintaining HOX/MEIS1 axis. ATAC-seq revealed globally increased chromatin accessibility in the MBD2/Menin combination inhibition group in comparison with Revumenib only treatment group, with enhanced peaks located predominantly in myeloid differentiation genes, suggesting the MBD2 inhibition also leads to derepression of differentiation related genes repressed by MBD2-NuRD complexes. Our study is the first to demonstrate the reversibility of Menin inhibitor–induced growth inhibition and differentiation. More importantly, we identified differentiation associated chromatin complex targeting (such as MBD2 inhibition) as a low-toxicity strategy that enhances and stabilizes Menin inhibitor–induced differentiation, offering a promising approach to overcome durability limitations in AML therapy.
Inferior survival in black AML patients treated with intensive chemotherapy in ECOG-ACRIN clinical trials is independent of cytogenetic profiles
Fleur-Lominy, Shella Saint , Sun, Zhuoxin , Shukla, Mihir, Fernández, Hugo F. , Foran, James M. , Cripe, Larry D., Wiernik, Peter H. , Rowe, Jacob M. , Tallman, Martin S. , Litzow, Mark R. , Zhang, Yanming , Luger, Selina M. , Chen, Li , Garrett-Bakelman, Francine E. , Lazarus, Hillard M. , Khan, Irum

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 290-290

10.1182/blood-2025-290 Get It

Abstract Background: Population registries and the Alliance co-operative group database have highlighted racial disparities in AML survival attributed to differential prevalence and impact of oncogenic drivers on disease biology. However, the small number of Black patients with well-annotated genomic profiles limits the validity of these findings. The current study leverages ECOG-ACRIN cytogenetic and outcomes data from newly diagnosed adult AML patients treated on intensive chemotherapy-based clinical trials over three decades. Methods: Self-reported race was categorized as White, Black or Other. Descriptive statistics were used to summarize baseline characteristics using the Wilcoxon rank-sum and Fisher's exact tests. Multivariable Cox proportional hazards regression models evaluated the association between race and survival outcomes adjusting for age, hemoglobin, platelet count, white blood cell count, blast percentage, performance status and ELN cytogenetic risk score (RS). All Cox models were stratified by protocol. Subgroup analyses of overall survival (OS) and disease-free survival (DFS) were performed using Kaplan-Meier curves stratified by race using log-rank tests. All statistical tests were two-sided. Analyses included only patients with complete data for the variables of interest. Results: Data was collected across 10 phase II and III interventional trials for newly diagnosed adult AML that accrued patients between 1984 and 2019. The study population included 3469 White, 184 Black, and 156 Other patients with a Black representation of 1.1-11% across trials. Blacks were significantly younger at diagnosis with a median age of 47.9 years compared to 53.5 years in Whites (p<0.001). Racial groups were well matched for gender and performance status. Black race was an independent prognostic factor for inferior OS (HR 1.212, CI 1.01 – 1.453; p = 0.0383) and DFS (HR 1.313, CI 1.05-1.641; p = 0.017). Complete cytogenetic results were available for 117 Black and 2162 White patients and revealed no significant racial differences in the distribution of ELN 2017 cytogenetic RS, although core binding factor AML was non-significantly enriched in Black patients (12.8% vs 8.3%). No difference was observed between Blacks and Whites in the prevalence of complex karyotype (CK), CK with -5/del(5q), -7/del(7q), or -17/del(17p), and AML-MRC including +8 and del(20q). Notably, the ELN 2017 cytogenetic RS effectively predicted OS in Black (57.8 vs 14.2 vs 5.8 months in favorable, intermediate and adverse RS, p = 0.018), and White patients (60.1 vs 15.2 vs 7.1 months, p < 0.0004 for Whites) but only predicted DFS for White AML patients (p < 0.0001 for Whites, p=0.48 for Blacks). In patients with molecular data for FLT3-ITD (n=1218), CEBPA (n=576), TP53 (n=572), or NPM1(n=683), no racial difference in the prevalence of these mutations was observed. However, NPM1 mutations were associated with inferior OS in Blacks compared to Whites (19.1 vs 8.9 months; p = 0.0095). Black and White AML patients had similar responses with complete remission rates of 58.2% vs 57.5%, p=0.55, and treatment tolerability with 30-day mortality of 7.1% vs 8.9%, p=0.50. However, consolidation approaches differed significantly. Among patients that underwent stem cell transplant (SCT), a significantly higher percentage of White patients received allogenic SCT compared to Blacks (48.5% versus 37.1%, p <0.01). Conclusions: This study represents one of the largest race-based comparisons of cytogenetic abnormalities and clinical outcomes in prospective trials of intensive chemotherapy in AML . Our data confirms the independent prognostic relevance of race in AML survival and validates the predictive ability of the ELN 2017 cytogenetic RS for OS across racial groups. There is ancestry-based attenuation of the survival benefit of NPM1 mutations as previously reported, underscoring the need to tailor the current treatment approach to NPM1 mutated AML based on race. The availability of NGS data limited the genomic analysis to a subset of patients. Future studies should examine the depth of treatment response incorporating MRD biomarkers and explore the effect of race on co-occurring mutations and the leukemic stem cell transcriptome to better explain the observed disparities. Finally, persistent disparities in access to allo-SCT even within the context of clinical trials reinforces the need to address diversity in the stem cell donor pool and social barriers to transplant.
Genotype-guided comparison of ven-HMA versus intensive chemotherapy in newly diagnosed intermediate-risk AML: A multicenter real-world study
Chen, Xin , yan, yuhan, wang, erhua, He, Rong , Chen, Fangping , yan, yuhan, Qian, Cheng , Tang, Yu , Li, Ying , Xiao, Han , wang, erhua, Zhang, Jian , Wang, Liwen , Zhang, Qin , Li, Xin

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 3452-3452

10.1182/blood-2025-3452 Get It

Abstract Introduction Venetoclax combined with hypomethylating agents (VEN/HMA) is an approved frontline induction therapy for older or unfit patients with acute myeloid leukemia (AML). However, data comparing its efficacy and safety to intensive chemotherapy (IC) in intermediate-risk AML—characterized by molecular and cytogenetic heterogeneity—remain limited. Methods This multicenter, real-world retrospective study analyzed newly diagnosed intermediate-risk AML patients who received either VEN/HMA or IC. We evaluated composite complete remission (CRc) rates, transfusion and infection rates, long-term outcomes including overall survival (OS) and progression-free survival (PFS), and performed subgroup analyses to identify mutation-specific predictors of treatment response. Multivariable Cox regression was used to identify independent prognostic factors. Results A total of 229 intermediate-risk AML patients were included. VEN/HMA achieved a comparable CRc rate to IC (75.3% vs. 63.4%) with lower transfusion needs and fewer infections. Patients harboring FLT3-ITD, DNMT3A, or TET2 mutations showed greater benefit from VEN/HMA, while KIT-mutated patients responded more favorably to IC. Among patients who did not undergo allo-HSCT, VEN/HMA significantly improved 3-year OS (P = 0.001) and PFS (P = 0.008). No significant OS or PFS difference was observed in the allo-HSCT subgroup. In MRD-negative patients without transplant, those treated with VEN/HMA had superior OS compared to IC. Multivariable analysis identified VEN/HMA (HR = 0.613, P = 0.038) and allo-HSCT (HR = 0.11, P = 0.001) as independent predictors of better survival. Conclusions VEN/HMA is a safe and effective induction strategy for intermediate-risk AML, particularly in patients with BCL-2 inhibitor–sensitive mutations (FLT3-ITD, DNMT3A, TET2). These findings support a genotype-guided treatment approach in AML, complementing current risk stratification frameworks and informing individualized induction therapy decisions.
Ivosidenib leads to durable responses in IDH1 mutated clonal cytopenias of undetermined significance: A phase II decentralized clinical trial
Chandhok, Namrata S. , Sallman, David A. , Churpek, Jane , Fletcher, Luke B. , Schwede, Matthew , Lachowiez, Curtis A. , Myhand, Rickey, Velarde, Alejandro Marinos , Marar, Rosalyn, Kovacsovics, Tibor , Stoentcheva, Maria, Johansson, Kimberly B. , Petrone, Giulia E.M. , Ddungu, Kyra, Hartman, Hannah , Monahan, Ryan, Vandervort, Karen, Patnaik, Mrinal M. , Kusne, Yael , Coltoff, Alexander , Yannucci, Jennifer, Zhang, Tian Yi , Chung, Stephen S. , Stein, Eytan M. , Bolton, Kelly L. , Madanat, Yazan F. , Singh, Abhay , Vij, Kiran R , Afzal, Amber , Mitchell, Hannah, Cole, John, Jain, Akriti Gupta , Walter, Matthew J , Carraway, Hetty E. , Uy, Geoffrey L.

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 635-635

10.1182/blood-2025-635 Get It

Abstract BACKGROUND Ivosidenib is an oral inhibitor of mutant isocitrate dehydrogenase type I (IDH1) currently approved for the treatment of IDH1 mutated acute myeloid leukemia and myelodysplastic syndrome (MDS). Hematopoietic stem and progenitor cells carrying preleukemic mutations, referred to as clonal hematopoiesis (CH), are the origin of myeloid neoplasms (MN). Individuals who have cytopenias and CH, but do not meet diagnostic criteria for a hematologic malignancy, are classified as having Clonal Cytopenias of Undetermined Significance (CCUS), a condition associated with a high risk of progression to MN. While CCUS patients (pts) can have multiple mutations, they show lower mutational burden on average compared to MN. Thus, we hypothesized that treatment with ivosidenib would improve cytopenias in IDH1-mutant CCUS. METHODS; We performed a decentralized phase II single-arm study to characterize the safety and efficacy of ivosidenib in IDH1-mutant CCUS (NCT0503044). Drug was shipped to pts with local oncologists performing standard-of-care clinical exams supplemented by study team lead interviews for adverse event monitoring. Research labs were drawn by local providers or through Quest. QT corrected interval (QTc) was monitored through a mobile electrocardiogram device (AliveCor). Eligible patients were aged ≥ 18 years and had confirmed IDH1-mutant CCUS with at least 6 months of unexplained cytopenias (hemoglobin<10 g/dL, platelets<100 x109/L or absolute neutrophil count <1.8 x109/L). The primary endpoint was hematologic response of at least 8 weeks in duration based on the IWG 2006 criteria for MDS. RESULTS 20 pts with IDH1-mutant CCUS have been enrolled. Most were male (70%) with a median age of 66 (range 41-79). Overall, 74% had a self-reported race of non-Hispanic white, 11% of Hispanic white, 5% of Asian and 11% of black or African American. Most pts presented with neutropenia (95%) including some with co-occurring thrombocytopenia (21%). One pt presented with anemia and thrombocytopenia without neutropenia. Prior to treatment, the average number of co-mutations beyond IDH1 was 2 (range 0-3), with most pts (74%) harboring a co-occurring spliceosome gene mutation. The IDH1 variant allele fraction (VAF) was lower in the blood (mean=19%, range 3-35%) than in the bone marrow (mean=31%, range 18-43%) in most (93%) patients. Out of the 20 enrolled pts, 17 received at least 8 weeks of therapy at the time of our data cutoff (7/29/2025) and were included in the efficacy analysis. Grade ≥3 adverse events (AEs) occurred in five patients (26%) including two with grade ≥3 treatment-related adverse events (pancytopenia and sepsis in the first pt, rash in the second pt). The most common all-grade treatment-related adverse events were nausea (n=5, 26%), prolonged QTc (n=3, 16%), anemia (n=3, 16%), and diarrhea (n=3, 16%). There were no instances of reported differentiation syndrome. Overall, 82% of pts achieved a hematologic response (14/17) including improvement in neutropenia (88%) and thrombocytopenia (75%). With a median follow-up of 16 months (range 0.6-24 months), the median duration of hematologic response was not reached. Among responders, 86% had a continued response at one year. Two pts progressed to MDS after 4 and 17 months of treatment characterized by recurrence of cytopenias and the emergence of new clones. A surveillance bone marrow biopsy was performed at 18 cycles for the 8 pts who remained on treatment with none showing disease progression. Most pts (90%, N=9/10) treated for at least 12 months had a decrease in IDH1-mutant CH VAF over time and 40% (N=4/10) showed IDH1 mutation clearance (VAF <2%) with a median time to clearance of 9 months. Among those with decreasing IDH1 clonal burden, all had a corresponding decrease in other co-occurring mutations present at baseline with one responder showing emergence of a newly detectable CHEK2 mutation without disease progression. CONCLUSIONS Decentralized trials represent a feasible solution for the conduct of clinical trials in rare hematologic neoplasms and precursor conditions. Ivosidenib was well-tolerated and induced durable hematologic remissions in IDH1-mutant CCUS. Most pts showed a reduction in clonal burden with mutation clearance commonly seen with long-term treatment demonstrating that ivosidenib modifies the natural history of IDH1-mutant CCUS.
Lymphovision: A lymphoma-specialized foundation model for histology-based lymphoma classification and subtyping
Seheult, Jansen N. , Han, Wenchao, Keser, Reyhan Kevser , Sapkota, Nishchal, Kumar, Nilesh, Mwangi, Raphael , Dalland, Joanna , Larson, D. J., Zhang, Chi , Dangott, Bryan, McClintock, David S. , Reed, Katelyn A. , Schwartz, Kaitlin, Bjorheim, Annette, Lee, Jodi, Halvorson, J. Derek, Nowakowski, Grzegorz S. , Ansell, Stephen M. , King, Rebecca, Seheult, Jansen N , Tavolara, Thomas Erol , Kumar, Nilesh, Larson, Daniel, Gibson, Sarah E. , Horna, Pedro , Schwartz, Kaitlin, Lee, Jodi, Halvorson, Joseph, Witzig, Thomas E. , Maurer, Matthew J. , Cerhan, James R. , Hsi, Eric D.

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 117-117

10.1182/blood-2025-117 Get It

Abstract Background: Recent advances in computer vision have given rise to image foundation models (FMs), large-scale neural networks pre-trained on millions of unlabeled histopathology patches, which can learn generalizable representations of tissue morphology. In many cancers, these FMs have predicted genetic mutations and prognoses directly from histology, suggesting that morphology encodes “hidden” molecular information. In lymphoma, this field is nascent but growing.General-purpose histopathology FMs have limited representation of lymphoid morphology. We developed and evaluated LymphoVision, a lymphoma-specialized image foundation model pretrained with self-supervised learning, to extract clinically meaningful features from routine hematoxylin and eosin (H&E) histology. Methods: LymphoVision was pre-trained using knowledge distillation and consistency (DINOv2) on over 37 million multi-resolution patches (5x, 10x, 20x, 40x) sampled using a density-aware strategy from 31,211 H&E whole slide images (WSIs) from 9,155 archival lymphoma and reactive lymphoproliferative cases. To ensure diverse, representative samples, our patch sampling method uses an efficient graph-based clustering algorithm and prioritizes morphologically informative regions by clustering patch embeddings and performing density sampling within each cluster. The pretrained encoder was evaluated using a clustering-constrained attention multiple instance learning (MIL) framework on three diagnostic tasks: (1) cell-of-origin (COO) classification in diffuse large B-cell lymphoma (DLBCL), distinguishing germinal center B-cell (GCB) from non-GCB subtypes based on the Hans immunohistochemistry algorithm; (2) follicular lymphoma (FL) grading, differentiating low-grade (grades 1–2) from high-grade (grade 3); and (3) multiclass lymphoma subtype classification across six categories: DLBCL, FL, marginal zone lymphoma (MZL), mantle cell lymphoma (MCL), classical Hodgkin lymphoma (CHL), and benign/reactive lymphoid conditions. WSI-level labels were derived from pathology reports, and none of the evaluation cases were included in pretraining. Models used a ViT-Giant LymphoVision backbone to generate 20x patch embeddings, followed by MIL using 50% training data and 2-fold cross-validation (25% validation, 25% test). Performance was assessed using area under the receiver operating characteristic curve (AUC), accuracy, recall (sensitivity) and F1 score. Results: For DLBCL COO classification (total n=358 cases), LymphoVision achieved a mean test AUC of 0.93 (range 0.92–0.94), accuracy of 84.5% and F1 of 0.85 across two independent test folds (n=91 per fold, 50% GCB). These results outperformed general-purpose FMs on the same task and cases, including Virchow-v2 (AUC 0.85) and UNI-v2 (AUC 0.88), despite those models being pretrained on 10–100 times more images. For FL grading (total n=660 cases), the test set in each fold included 166 cases (18% grade 3), yielding a mean test AUC of 0.88 (range 0.87–0.90), accuracy of 89.2% and F1 of 0.80. In multiclass lymphoma subtype classification (total n=1,176 cases), the test set included 296 cases per fold. LymphoVision achieved a mean test AUC of 0.98 (range 0.97-0.99), mean test accuracy of 87.1% and mean F1 of 0.84. Class-wise recall was 92.0% for DLBCL (n=112), 88.2% for FL (n=72), 77.2% for MZL (n=29), 70.8% for MCL (n=35), 87.5% for CHL (n=24), and 95.8% for benign/reactive lymphoid conditions (n=24). Conclusion: LymphoVision is a lymphoma-specialized FM trained using self-supervision that achieves high diagnostic accuracy across multiple clinically meaningful tasks using weak supervision and standard H&E images, suggesting the encoder has learned fine-grained lymphoma morphology. Based on historical benchmarks from the 1997 International Lymphoma Study Group classification project, expert hematopathologists achieved diagnostic agreement rates of 55% to 84% using H&E morphology alone for the non-Hodgkin lymphoma (NHL) entities included in our multiclass task. LymphoVision approached or exceeded these benchmarks. These findings underscore the value of our approach using disease-specialized pretraining and intelligent patch sampling for data-efficient histopathology learning. LymphoVision has the potential to augment diagnostics, enable scalable AI-powered classification in real-world workflows, and serve as a foundation for prognostic and theragnostic applications. External validation and multimodal integration are ongoing.
Ziftomenib in combination with venetoclax and azacitidine in relapsed/refractory NPM1-m or KMT2A-r acute myeloid leukemia: Updated phase 1a/b safety and clinical activity results from KOMET-007
Issa, Ghayas C., Fathi, Amir T. , Altman, Jessica K. , Pratz, Keith W. , Schiller, Gary J. , Palmisiano, Neil , Rotta, Marcello, McMahon, Christine M. , Khawandanah, Mohamad , Yaghmour, George , McCloskey, James, Mangan, James K. , Gojo, Ivana , Osman, Diaa , Zhang, Hongling , Tian, Ying , Riches, Marcie , Corum, Daniel, Leoni, Mollie , Issa, Ghayas , Zeidan, Amer M. , Erba, Harry Paul , Roboz, Gail J. , Juckett, Mark , Lin, Tara L. , Balasubramanian, Suresh , Advani, Anjali S. , Strickland, Stephen Anthony , Madanat, Yazan F. , Badar, Talha , Saliba, Antoine N. , Wang, Eunice S.

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 764-764

10.1182/blood-2025-764 Get It

Abstract Introduction: Leukemogenesis is driven by nucleophosmin 1 mutations(NPM1-m) or lysine methyltransferase 2A rearrangements(KMT2A-r) in ~35–40% of acute myeloid leukemia (AML) cases. Nearly half of AML patients will develop relapsed/refractory (R/R) disease within a year, with <20% expected response rate following venetoclax/azacitidine (Ven/Aza) and progressively poorer outcomes with each subsequent line of therapy. Ziftomenib–a potent, highly selective, oral, investigational menin inhibitor–has demonstrated clinical activity as both monotherapy and in combination for adults with R/R NPM1-m or KMT2A-r AML. KOMET-007 (NCT05735184) is an ongoing, open-label, ph1a/b study of ziftomenib in combination with standard chemotherapies in adults with newly diagnosed and R/R NPM1-m or KMT2A-r AML. Here we present updated safety and clinical activity in patients with R/R AML treated with the recommended ph2 dose (RP2D) of ziftomenib 600 mg in combination with Ven/Aza across ph1a/b. Methods: Adults (≥18y) with R/R NPM1-m or KMT2A-r AML enrolled independently into separate arms; patients in dose escalation (ph1a) and expansion (ph1b) were treated with oral ziftomenib 600 mg once daily (QD; continuously from C1D8 onward) plus standard doses of Ven/Aza. Primary endpoints: AEs, complete remission (CR; ELN 2022), dose limiting toxicities (DLT; ph1a only). Key secondary endpoints: composite CR (CRc; CR with full, partial or incomplete hematologic recovery), overall response, duration of response. Results: As of June 25, 2025, 80 patients (51 NPM1-m, 29 KMT2A-r) with R/R AML were enrolled (20 ph1a; 60 ph1b) and treated with ziftomenib 600 mg QD + Ven/Aza. Median age was 63y (range 19–85), 50% were female, 74% had ECOG PS 0–1; 22 (28%) had FLT3 co-mutations and 7 (9%) had IDH co-mutations. Median number of prior therapies was 1 (range 1–6); 18% (14/80) had prior stem cell transplant; 25 (49%) NPM1-m and 19 (66%) KMT2A-r patients had prior Ven exposure. 71 patients (89%) had Gr ≥3 treatment-emergent AEs, most commonly (≥20% of patients) febrile neutropenia (31%), decreased platelet count (28%), decreased white blood cell count (26%) and decreased neutrophil count (23%). Gr ≥3 ziftomenib-related AEs occurred in 30 patients (38%), most commonly febrile neutropenia (9%) and anemia (8%). 6% of patients discontinued ziftomenib treatment due to AEs. Differentiation syndrome (DS) occurred in 1 (1%) NPM1-m patient (Gr 3), which lasted 1d and successfully resolved with protocol-specified DS mitigation. No ziftomenib-related QTc prolongation was reported with the combination, and no DLTs were observed in ph1a. 70 patients (43 NPM1-m; 27 KMT2A-r) were response-evaluable (≥1 response assessment or death). Median follow-up was 18.0 wks for NPM1-m and 16.4 wks for KMT2A-r. Overall response rates (ORRs) were 65% (28/43) for NPM1-m and 33% (9/27) for KMT2A-r. CRc rates were 49% (21/43) for NPM1-m and 22% (6/27) for KMT2A-r after median time to first CRc of 4.9 wks (range 2.7–15.6) and 5.5 wks (range 2.6–18.9), respectively; measurable residual disease (MRD)-negativity rates (local) among tested CRc responders were 50% (9/18) for NPM1-m and 60% (3/5) for KMT2A-r after median time to first MRD-negativity of 5.9 wks (range 2.9–15.6) and 8.1 wks (range 7.7–18.9), respectively. During continuous ziftomenib administration in patients who achieved CRc, median time to neutrophil recovery (≥1×109/L) was 43d overall (43d for NPM1-m; 71d for KMT2A-r), and median time to platelet recovery (≥100×109/L) was 27d overall (27d for NPM1-m; 23d for KMT2A-r). As of the data cutoff, overall median duration of CRc was not estimable; median overall survival was not estimable for NPM1-m and 21.1 wks for KMT2A-r. In Ven-naive patients, CRc rates were 71% (15/21) for NPM1-m and 33% (3/9) for KMT2A-r; CR rates were 48% (10/21) and 11% (1/9); and ORRs were 81% (17/21) and 56% (5/9), respectively. The study is ongoing with 44% (19/43) of NPM1-m and 11% (3/27) of KMT2A-r patients still on treatment, with responses continuing to evolve.Updated data to be presented.Conclusions: In the ongoing KOMET-007 study, ziftomenib RP2D of 600 mg QD + Ven/Aza was well tolerated with robust clinical activity in patients with R/R NPM1-mor KMT2A-rAML. No ziftomenib-related QTc prolongation was reported. One case of DS (NPM1-m, Gr 3) successfully resolved with protocol-specified mitigation. These data support further investigation of ziftomenib-based combinations in R/R NPM1-mand KMT2A-rAML.
Ziftomenib in combination with venetoclax and azacitidine in newly diagnosed NPM1-m acute myeloid leukemia: Phase 1b results from KOMET-007
Fathi, Amir T. , Pratz, Keith W. , Alsfeld, Leonard C. , Naqvi, Kiran , Issa, Ghayas C., Qasrawi, Ayman , Palmisiano, Neil , Altman, Jessica K. , McMahon, Christine M. , Zhang, Hongling, Riches, Marcie , Corum, Daniel, Leoni, Mollie , Roboz, Gail J. , Wang, Eunice S. , Erba, Harry Paul , Murthy, Guru Subramanian Guru , Blachly, James S. , Issa, Ghayas , Strickland, Stephen Anthony , Yi, Cecilia Arana , Sutamtewagul, Grerk , Madanat, Yazan F. , Balasubramanian, Suresh , Chen, Tianle , Zeidan, Amer M.

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 766-766

10.1182/blood-2025-766 Get It

Abstract Introduction: Nucleophosmin 1 mutations (NPM1-m) drive leukemogenesis in approximately 30% of acute myeloid leukemia (AML) cases. Ziftomenib is a potent, highly selective, oral, investigational menin inhibitor that has demonstrated clinical activity as both monotherapy and in combination for adults with NPM1-m or lysine methyltransferase 2A-rearranged (KMT2A-r) AML. KOMET-007 (NCT05735184) is an ongoing, open-label, dose-escalation (phase 1a) and expansion (phase 1b) study of ziftomenib in combination with standard chemotherapies in NPM1-m or KMT2A-r AML. Here we present phase 1b safety and clinical activity in patients with newly diagnosed NPM1-m AML who received the recommended phase 2 dose (RP2D) of ziftomenib 600 mg in combination with venetoclax and azacitidine (Ven/Aza). Methods: Adults (≥18 years) with newly diagnosed NPM1-m AML who were not eligible for intensive chemotherapy were enrolled in phase 1b and received ziftomenib 600 mg once daily plus standard doses of Ven/Aza. Ziftomenib was orally administered once daily continuously from Cycle 1 Day 8 onward. Phase 1b primary endpoints were adverse events (AEs) and complete remission (CR) per ELN 2022. Secondary endpoints included composite CR (CRc; defined as CR with full, partial, or incomplete hematologic recovery), overall response, and duration of response. Local measurable residual disease (MRD) was assessed by next-generation sequencing, RT-qPCR, and multiparameter flow cytometry. Results: As of June 25, 2025, 39 patients with newly diagnosed NPM1-m AML were enrolled and treated with ziftomenib 600 mg once daily plus Ven/Aza in phase 1b. Median age was 75 years (range 53–93), 54% were female, 46% had ECOG PS 0–1; 12 (31%) had FLT3 co-mutations and 9 (23%) had IDH co-mutations. Median duration of follow-up was 16.3 weeks (range 1.6–41.1). Twenty-nine patients (74%) had grade ≥3 treatment-emergent AEs, most commonly (≥20% of patients) decreased neutrophil count (31%) and decreased platelet count (23%). Grade ≥3 ziftomenib-related AEs occurred in 14 patients (36%), most commonly decreased neutrophil count (15%) and decreased platelet count (13%). No ziftomenib treatment discontinuations occurred due to AEs. Differentiation syndrome occurred in 1 (3%) patient (grade 2), which successfully resolved with protocol-specified mitigation. One patient (3%) had investigator-assessed ziftomenib-associated QTc prolongation (grade 3); however, there were concomitant significant electrolyte abnormalities and event resolved with electrolyte repletion. At time of data cutoff, 31 NPM1-m patients were response-evaluable (≥1 response assessment or death). CRc rate was 84% (26/31) after a median time to first CRc of 3.5 weeks (range 2.4–9.4), with local MRD-negativity rates among tested CRc responders of 54% (13/24) after a median time to first MRD-negativity of 8.4 weeks (range 2.9–17.4). CR rate was 58% (18/31) and overall response rate was 94% (29/31), with responses and MRD-negativity rates continuing to evolve. During continuous ziftomenib administration in patients who achieved CRc, median time to neutrophil recovery (≥1×109/L) was 36 days, and median time to platelet recovery (≥100×109/L) was 28 days. The median duration of response and median overall survival were not reached as of the data cutoff, at a median follow-up of 16.3 weeks. The study is ongoing, with 81% (25/31) of NPM1-m patients still on-study and 77% (24/31) still on ziftomenib treatment. Updated safety and clinical activity results will be presented.Conclusions: In the ongoing KOMET-007 study, ziftomenib RP2D of 600 mg once daily combined with Ven/Aza was well tolerated and demonstrated robust clinical activity in patients with newly diagnosed NPM1-m AML, including 84% CRc after a median of 3.5 weeks and 54% CRc MRD-negativity after a median of 8.4 weeks. Low rates of ziftomenib-related cytopenia and no additional myelosuppression were observed with this combination. One case each of differentiation syndrome (grade 2) and investigator-assessed QTc (grade 3) were successfully resolved. Taken together, these data support the RP2D determination and advancement of this ziftomenib-based combination in the KOMET-017 (NCT07007312) randomized phase 3 study in patients with newly diagnosed NPM1-m AML.
Bone marrow biopsy characteristics at nadir after intensive induction therapy do not predict outcomes in acute myeloid leukemia (AML): An analysis of ECOG-ACRIN clinical trials
Tremblay, Douglas, Sun, Zhuoxin , Ganzel, Chezi , Fernández, Hugo F. , Foran, James M. , Zhang, Yanming , Paietta, Elisabeth , Bennett, John M. , Rowe, Jacob M. , Litzow, Mark R. , Tallman, Martin S. , Luger, Selina M. , Chen, Li , Arber, Daniel A. , Lazarus, Hillard M. , Litzow, Mark R. , Atallah, Ehab

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 871-871

10.1182/blood-2025-871 Get It

Abstract Introduction Nadir bone marrow biopsies (BM Bx) are routinely performed around day 14 to assess early response to AML intensive induction therapy. The presence of residual disease prompts initiation of reinduction therapy, often with another cycle of intensive chemotherapy. Whether there are characteristics of nadir BM Bx that predict for response to intensive reinduction is unknown. To evaluate this, we analyzed data from ECOG-ACRIN clinical trials in AML of intensive induction chemotherapy with nadir biopsy information available to determine predictors of outcomes after reinduction. Methods We included patients from ECOG-ACRIN E1900 (Fernandez NEJM 2009) and arm A of E2906 (Foran ASH 2015) who received induction therapy with daunorubicin and cytarabine (7+3), had residual disease (blasts ≥5% or cellularity ≥20%) at nadir BM Bx and received reinduction chemotherapy. Nadir BM Bx characteristics that were evaluated included blast percentage and cellularity as well as both absolute and relative (percentage change, e.g. 20% to 10% = -50%) differences calculated between diagnosis and nadir for each parameter. Complete remission (CR) after reinduction therapy, disease free survival (DFS) and overall survival (OS) were outcomes for all analyses. Logistic regression models were used to evaluate associations with CR, and Cox proportional hazards models were used for DFS and OS. For models evaluating changes in blast percentage or cellularity as predictors, baseline blast percentage or cellularity was included as a covariate, respectively. Results Of 1013 patients identified, 750 (74%) had a nadir biopsy, 233 (23%) had evidence of residual disease, received reinduction therapy, and were included in the primary analysis. The median age was 58 and 42% were female. Cytogenetic risk category (by ELN2017) was adverse in 31%, intermediate in 66% and favorable in 3%. The median nadir BM Bx blast was 30% (range 0 to +97%) and cellularity was 20% (0 to +100%). The median absolute difference in blast percentage between baseline and nadir BM Bx was -15% (-95% to +66%) with a median relative difference of -36% (-100% to +400%). After reinduction, 118 patients (52%) achieved a CR. Neither absolute difference in blast percentage (OR 0.99, 95%CI 0.98-1.00, p=0.20) nor relative difference (OR 1.00, 95%CI 0.99-1.00, p=0.33) predicted CR. There was similarly no association with DFS (HR = 1.00, 95%CI: 0.99-1.01, p=0.65) or OS (HR = 1.00, 95%CI 0.99-1.01, p=0.76). Blast reduction ≥50% similarly did not predict these outcomes. We also evaluated the impact of any reduction in blast percentage (responders) from baseline to nadir and again found no association with CR (OR 1.65, 95%CI 0.90-3.03, p=0.11). Similarly, there was no association with DFS (HR 0.74, 95%CI 0.51-1.09, p=0.13) or OS (HR 0.81, 95%CI 0.58-1.13, p=0.21) in responders vs nonresponders. No association with CR, DFS or OS were identified when performing the same analysis in intermediate and adverse cytogenetic subgroups. We found no association with CR when nadir cellularity was assessed as a continuous variable (OR 0.99, 95%CI 0.98-1.00, p=0.10) or by relative difference (OR 0.99, 95%CI 0.99-1.00, p=0.10). There was a trend towards association with absolute reduction in cellularity from baseline to nadir and CR (OR 0.99, 95%CI 0.98-1.00, p=0.06). No association was identified between relative difference in cellularity and DFS and OS, nor was there an association among cytogenetic risk subgroups with any outcome. Discussion In intensively treated patients with residual disease at nadir BM Bx (i.e. day 14) who received intensive reinduction, the likelihood of achieving a CR was not influenced by the magnitude of disease reduction nor the extent of disease at the time of nadir biopsy. Similarly, there were no nadir biopsy features that predicted DFS or OS after intensive reinduction therapy. Given alternative reinduction therapies such as hypomethylating agents and venetoclax are available, these results suggest that the decision to attempt a second intensive induction cycle following the unequivocal presence of residual disease should not be influenced by characteristics of the nadir BM Bx. Although patient-specific factors such as patient fitness may favor a switch to less intensive options, these results support consideration of intensive reinduction therapy in patients with residual disease at nadir biopsy, even without changes in blasts or cellularity.
Multicenter real-world outcomes in limited stage (LS) diffuse large B-cell lymphoma (DLBCL) treated with abbreviated immunochemotherapy
Cherng, Hua-Jay, Gerber, Drew, Nze, Chijioke, Bhayani, Shahzeem, Russler-Germain, David, Alnughmush, Ahmed, Hampel, Paul, Kille, Kelsey, Wallace, Danielle, Qualls, David, Merryman, Reid, Brooks, Jaden, Bock, Allison, Ramirez, Juan, Zhang, Yumeng, Chavez, Julio, Granger, Katelynn, Antel, Katherine, Duarte, Cassandra, Major, Ajay, Ma, Sirui, Spinner, Michael, Mackay, Alyssa, Hu, Bei, Rai, Manoj, Spurgeon, Stephen, Lee, Benjamin, Doh, Jean, Brem, Elizabeth, Altomare, Nicole, Karmali, Reem, Ryan, Robert, Tiger, Yun Kyoung, Carter, Jordan, Landsburg, Daniel, Thiruvengadam, Swetha, Skarbnik, Alan, Choi, Yun, Bond, David, Samaeekia, Ravand, Ma, Helen, Tolu, Seda, Amengual, Jennifer, Herrera, Alex, Pro, Barbara, Qualls, David , Qualls, David A , Cherng, Hua-Jay, Gerber, Drew, Nze, Chijioke, Bhayani, Shahzeem, Russler-Germain, David, Alnughmush, Ahmed, Hampel, Paul, Kille, Kelsey, Wallace, Danielle, Merryman, Reid, Brooks, Jaden, Bock, Allison, Ramirez, Juan, Zhang, Yumeng, Chavez, Julio, Granger, Katelynn, Antel, Katherine, Duarte, Cassandra, Major, Ajay, Ma, Sirui, Spinner, Michael, Mackay, Alyssa, Hu, Bei, Rai, Manoj, Spurgeon, Stephen, Lee, Benjamin, Doh, Jean, Brem, Elizabeth, Altomare, Nicole, Karmali, Reem, Ryan, Robert, Tiger, Yun Kyoung, Carter, Jordan, Landsburg, Daniel, Thiruvengadam, Swetha, Skarbnik, Alan, Choi, Yun, Bond, David, Samaeekia, Ravand, Ma, Helen, Tolu, Seda, Amengual, Jennifer, Herrera, Alex, Pro, Barbara

Mayo Clinic

Blood | December 4, 2025 | Volume: 146 | Issue: Supplement 1 | Pages: 471-471

10.1182/blood-2025-471 Get It

Abstract Background: For LS-DLBCL, clinical trials (FLYER, LYSA/GOELAMS 02-03, LYSA LNH09-1B, S1001) have shown that 4 cycles of rituximab, cyclophosphamide, doxorubicin, vincristine and prednisone (RCHOP4) without radiation (RT) leads to durable remissions in >90% of cases. However, only patients (pts) with non-bulky disease and/or international prognostic index (IPI) of 0 and complete metabolic response (CMR) on interim positron emission tomography (PET) scan, if performed, were eligible for RCHOP4 alone in these studies. Outcomes in trial-ineligible LS-DLBCL and the appropriate real-world candidates for RCHOP4 are still undefined. Methods: We conducted a multicenter retrospective study of adult pts with stage I/II DLBCL of any tumor bulk, IPI and with or without B-symptoms diagnosed after 2011 and treated with RCHOP4 +/- 2 cycles R from 21 U.S. centers. Pts with PMBCL, PTLD or receiving non-standard dose RCHOP for cycle (C) 1 or planned consolidative RT were excluded. The primary endpoint was PFS from C1 by Kaplan-Meier method, not counting indolent lymphoma relapse. Event free survival (EFS) was time to next therapy without progression (including unplanned RT for non-CR), progression or death. A competing risks analysis of non-relapse mortality (NRM) vs. DLBCL progression was performed. Results: The characteristics of the 428 pts were: median age 60 (18-88), 60% male, 11% Hispanic and 4% non-Hispanic Black, 62% stage I, 15% elevated LDH, 3% ECOG PS>1, 5% tumor bulk >7cm, 9% had B-symptoms and median Charlson Comorbidity Index (CCI) was 4 (2-12). IPI was 0, 1 and 2-3 in 42%, 46% and 12% and stage-modified IPI (smIPI) was 0, 1, 2 and 3-4 in 25%, 48%, 21% and 6% of pts. 66% had nodal (59% head/neck, 11% pelvic, 9% multiple above diaphragm, 7% abdominal) and 46% extranodal sites (37% head/neck, 20% gastric/intestinal, 9% spleen, 8% skin/soft tissue); 6% had transformed/concurrent FL/MZL or grade 3B FL, 33% (138/408) were non-GCB cell of origin (COO), 25% (90/357) double expressor (DEL) and 0.5% (2/379) double-hit. 13% had completely resected disease, 97% staging PET and 47% bone marrow biopsy. Median diagnosis to treatment interval was 30 days (IQR 20-43), 6% had dose reductions after C1, 77% had an interim PET (iPET) after C2 (33%) or C3 (67%), 15% received 2 additional cycles R and 4% CNS prophylaxis. CMR rates by iPET were 83% after C2 and 94% after C3, and 95% by end-of-treatment PET. iPET PMR was more likely if smIPI>2 or bulky disease. Median follow-up time was 2.7 years. There were 32 progression events: 14 occurred at the primary site and 17 at distant sites (1 unknown), and 12 occurred after 2 years. Another 11 pts received unplanned RT after RCHOP4 for non-CR. There were 24 deaths, 12 without prior progression. Cause of death was DLBCL in 7 and non-DLBCL in 17 cases (6 infection, 2 ILD, 2 heart failure, 2 second cancer, 1 seizure, 4 unknown). EFS, PFS and OS rates were 88%, 90% and 96% at 3 years. By univariable Cox regression, Black race, elevated LDH, smIPI>2, DEL, increasing CCI, multiple subdiaphragmatic nodal sites and iPET PMR were associated with worse PFS. Non-significant variables of note included COO, extranodal sites, complete resection, missing bone marrow biopsy, missing iPET and additional cycles R. By multivariable analysis (including age>60, stage, ECOG PS>1, elevated LDH, bulky disease, CCI, B-symptoms and DEL), ECOG PS>1 (HR 3.95 p=0.050), CCI (HR 1.29 p=0.003) and DEL (HR 2.02 p=0.069) were associated with worse PFS. Cumulative incidence of DLBCL progression and NRM were 8% and 2% at 3 years. Competing risk analysis by univariable models found that age>60, ECOG PS>1, smIPI>2, elevated LDH, CCI and bulky disease were associated with NRM, while DEL and B-symptoms were associated with DLBCL progression.Conclusion: Presented is the largest retrospective cohort of LS-DLBCL treated uniformly with RCHOP4 to date. Despite modest follow-up time and lack of an “intention-to-treat“ population, this study shows that abbreviated RCHOP4 leads to excellent outcomes in the real-world, albeit with continuous risk of late relapse. smIPI risk factors were associated with worse PFS, though this may in part be driven by risk of non-lymphoma death. As pts with advanced age, poor performance status or comorbidities may benefit from reduced treatment exposure, RCHOP4 should still be considered for these and other “trial-ineligible” pts, particularly if other high-risk features (iPET PMR, DEL or B-symptoms) are absent.