Journal of Hematology & Oncology
○ Springer Science and Business Media LLC
Preprints posted in the last 30 days, ranked by how well they match Journal of Hematology & Oncology's content profile, based on 10 papers previously published here. The average preprint has a 0.01% match score for this journal, so anything above that is already an above-average fit.
Collins, M. P.; Lahr, D. L.; Topal, S.; Khalil, A.; Hickman, D.; Spidale, N.; Pandit, N.; Reilly, S.; Lyons, K.; Horrigan, K.; Zhao, T.; Batonga, J.; Bosinger, M.; D'Aco, K.; Ball, B.; Kishtagari, A.; DiNardo, C. D.; Stein, E. M.; Quintas-Cardama, A.; Smolen, G. A.
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Impaired cellular differentiation is a defining characteristic of myeloid malignancies and remains a major therapeutic challenge. The BRG1/Brahma-associated factor (BAF) chromatin remodeling complex, through the ATPases SMARCA4 and SMARCA2, maintains the stemness of leukemic blasts and thus represents a promising target for novel differentiation-based therapies. In a phase 1 study in advanced myeloid malignancies, the first-in-class dual SMARCA4/2 inhibitor FHD-286 combined with decitabine (DAC) was tolerated and produced an objective response rate of 12.8% (6/47) compared with no responses with FHD-286 monotherapy. To understand the basis of this activity, we integrated high-dimensional flow cytometry and single-cell genomic analyses of longitudinal bone marrow samples from responders and nonresponders. While FHD-286 monotherapy was predominantly associated with myeloid differentiation, responders to FHD-286+DAC combination therapy exhibited a range of myeloid and erythroid differentiation trajectories. FHD-286 potentiated the transcriptional impact of DAC, driving tumor clones to fully differentiate out of the immunophenotypically and transcriptionally defined blast compartment. Responders had a baseline transcriptional profile similar to that of CEBPA-mutant acute myeloid leukemia and showed further downregulation of CEBPA upon treatment. These findings reinforce tumor cell differentiation as a mechanism of response to pharmacologic SMARCA4/2 inhibition and support further evaluation of FHD-286+DAC in molecularly defined patient subsets.
Sebastian, T.; Weber, D.; Etra, A. M.; Vasova, I.; Ayuk, F.; Choe, H. K.; DeFilipp, Z.; Quagliarella, F.; Bedirian, K.; Diniz, M. A.; Aguayo-Hiraldo, P.; Bader, P.; Baez, J.; Chanswangphuwana, C.; Eng, G.; Francke, T.; Hexner, E. O.; Katsivelos, N.; Kitko, C. L.; Kraus, S.; Louloudis, I. E.; Morales, G.; Nakamura, R.; Olson, T. S.; Qayed, M.; Reddy, P.; Reshef, R.; Schechter, T.; Wang, T.; Wolf, M.; Young, R.; Zeiser, R.; Hogan, W. J.; Levine, J. E.; Ferrara, J. L. M.
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Approximately 30% of patients with acute graft-versus-host disease (GVHD) develop steroid-refractory disease and have very poor outcomes. Ruxolitinib has become the standard of care for steroid-refractory acute GVHD, but it is unclear which patients derive benefit. The MAGIC Composite Score (MCS), an algorithm that combines clinical symptoms and biomarkers, has been validated to predict outcomes at the start of primary GVHD treatment. Here, we evaluated its performance at the initiation of second-line treatment in 278 patients. MCS stratified patients into three risk groups (MCS1-3), with the majority (88%) classified as intermediate or high risk. Increasing MCS score was associated with progressively higher 1-year non-relapse mortality (NRM) rates (16%, 41%, and 73%; p<0.001), lower 1-year survival (77%, 56%, and 24%; p<0.001), and lower complete response (CR) rates at day 28 (47%, 38%, and 20%, respectively; p<0.01). The area under the receiver operating characteristic curve (AUROC) for 1-year NRM was significantly higher with MCS compared to clinical symptoms alone (0.70 vs. 0.63; p=0.023). Among patients treated with ruxolitinib, higher MCS similarly predicted higher NRM and lower survival and CR rates. Patients classified as MCS2/3 had poor outcomes despite ruxolitinib, underscoring the need for novel therapies in this patient population. In conclusion the MCS is an accurate predictor of outcomes for patients who require second-line treatment and may be of use as an eligibility criterion for future clinical trials in this high-risk population.
Larson, J. H.; Compeer, E. B.; Dougherty, P. R.; Smith, K.; Zaiken, M. C.; Margaritaki, O.; Kopp, B.; Harkiolaki, M.; Jin, S.; Chen, L.; Valvo, S.; Staton, C.; Capitani, N.; Cassioli, C.; Payne, N. C.; Bolivar Wagers, S.; Hani, S.; Houle, B.; Peng, Y.; Baldari, C. T.; Kean, L. S.; Cantor, H.; Dranoff, G.; McDonald-Hyman, C.; Hippen, K. H.; Dustin, M. L.; Blazar, B. R.
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Regulatory CD8+ T-cells (CD8+ Treg) are a distinct yet understudied T-cell subset capable of simultaneous immunosuppression and cytolysis. Here, we characterized induced human CD8+ Treg (CD8-iTreg) generated from peripheral blood CD8+CD25- T-cells using anti-CD3e mAb-loaded artificial antigen presenting cells, IL-2, TGF{beta}, and Rapamycin. These CD8-iTreg differentiated into a stable, highly proliferative bifunctional population with suppressive activity comparable to CD4-iTreg while retaining cytolytic capacity similar to conventional CD8 cytotoxic T lymphocytes (CTL). Multi-parameter spectral flow cytometry and single-cell RNA-seq revealed a distinct immunoregulatory signature: a predominantly Treg-like profile marked by tissue-residency marker CD103 with increased canonical Treg markers (FoxP3, HELIOS, CD25, CD39, CTLA-4, CCR4, and IL-10) and reduced pro-inflammatory cytokines. A unique cytotoxic program was marked by elevated Granzyme-K (GzmK) and Thrombospondin-4 (Tsp-4), a thrombospondin family extracellular matrix glycoprotein upregulated in activated CD8+ T-cells. Cytolysis was primarily mediated by Perforin (Prf) and multiple Granzymes packaged into Tsp-4 supramolecular attack particles (SMAPs), with GzmK contributing to both cytotoxic and suppressive functions. After anti-CD19scFv CAR (CAR19) transduction, CAR19+ CD8-iTreg showed superior in vivo anti-tumor efficacy compared with CAR19-CTLs, significantly reducing tumor burden and prolonging survival in a CD19+ Nalm-6 human leukemia xenograft model while maintaining low pro-inflammatory cytokine production. In a xenogeneic graft-versus-host disease (GVHD) model with residual human leukemia, CAR19 CD8-iTreg inhibited GVHD lethality and controlled tumor growth without increasing systemic inflammation. Together, these findings support CD8-iTreg-based CAR therapies as a strategy to retain potent anti-leukemic activity while limiting inflammatory toxicities of conventional CAR T-cells, properties particularly beneficial in treating auto- and allo-immune diseases. One sentence summaryCD8-iTreg drive parallel tumoricidal and immunoregulatory functions mediated by releasing Tsp-4+ SMAPs containing granzyme K.
Arking, D. E.; McDonald, T.; Shi, W.; Puiu, D.; Arking, J. V.; Pasca, S.; Hong, Y. S.; Gondek, L.
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Abstract Mitochondrial DNA (mtDNA) heteroplasmy, the coexistence of multiple mtDNA variants within cells, accumulates with age and is associated with hematological malignancies and mortality. However, whether predicted deleterious heteroplasmies causally contribute to cancer or merely represent passenger mutations remains unresolved. Here, leveraging ~36,000 first-degree relative pairs from the UK Biobank and All of Us Research Program cohorts, we deconvolute overall heteroplasmy metrics into those that are shared across family members (representing inherited variants) and those that are not (representing de novo variants) to establish a Mendelian randomization framework for assessing causality. We show that shared heteroplasmies exhibit strong purifying selection, with reduced predicted deleteriousness compared to not shared variants, and that 90% of an individual's deleterious heteroplasmy burden is somatically acquired. Critically, shared deleterious heteroplasmy burden, fixed at conception and thus temporally upstream of potential confounders, is significantly associated with hematological malignancies (RR=2.81, 95% CI 1.29-6.13), with effect sizes concordant with the not shared heteroplasmy burden. Furthermore, shared deleterious heteroplasmy specifically associates with high-risk clonal hematopoiesis of indeterminate potential (CHIP), particularly spliceosome mutations, suggesting mitochondrial dysfunction promotes clonal expansion of specific CHIP subtypes. Finally, we identify ultra-rare individual mtDNA variants associated with hematological malignancies, a hallmark of driver mutations. These findings establish mtDNA heteroplasmies, including inherited variants, as causal contributors to hematological malignancy risk and demonstrate that most disease-relevant burden is acquired during life, identifying potential opportunities for prevention and therapeutic intervention in individuals at elevated risk for hematological cancer, particularly of myeloid origin.
Himsworth, C.; Jackson, T.; Bowers, C.; Munnings-Tomes, S.; Nair, G.; Muller, H.; Tucker, E.; Erbe-Gurel, A. K.; Sondel, P.; Chesler, L.; Mazjner, R.; Anderson, J.
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CD47 delivers a dominant "Dont Eat Me" signal that inhibits macrophage-mediated clearance of tumour cells. Using immune competent, chemoresistant neuroblastoma (NB) models, we tested a Fc-silent CD47 blocker (ALX301) with anti-GD2 antibody alone and in combination with a clinically aligned temozolomide/irinotecan chemoimmunotherapy backbone. Tumours expressed GD2 and CD47, and bound ALX301. In macrophage coculture assays, anti-GD2 antibody induced dose-dependent phagocytosis, whereas ALX301 or an anti-CD47 antibody alone did not. CD47 blockade in combination with a suboptimal concentration of anti-GD2 antibody showed an additive effect on phagocytosis in vitro. In vivo, however, ALX301 failed to improve tumour control or survival when added to anti-GD2 or to chemoimmunotherapy in two models. Toxicity was acceptable, showing only mild, expected red-cell changes without organ injury. This form of CD47 inhibition is therefore mechanistically active in vitro but insufficient to enhance anti-GD2 antibody-based therapy in immune competent mice bearing a chemoresistant NB, highlighting the potential need for myeloid-reprogramming partners.
Duan, Y.; Aitken-Buck, H. M.; MacCallum, P.; Weitz, J. I.; Kakkar, A. K.; Allen, A. S.
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Background: Histidine-rich glycoprotein (HRG) is a regulator of coagulation that has been linked to experimental thrombosis, but its causal role in human thrombotic disease remains unclear. Objectives: To determine whether HRG has a role in thrombosis, we evaluated the association between genetically determined HRG variation and thrombosis risk using Mendelian randomisation (MR). Methods: We performed a two sample MR analysis in UK Biobank using non-overlapping samples. Separate genome wide association studies (GWAS) were conducted to identify single nucleotide polymorphisms (SNPs) associated with circulating HRG protein levels and to estimate SNP associations with thrombosis outcomes. Genetic instruments were derived from the HRG GWAS measurements and applied to assess associations with overall, venous, and arterial thrombosis. Sensitivity analyses using multiple MR methods were undertaken, alongside adjusted logistic regression models in participants with measured HRG levels. Results: Among 30,680 participants with HRG measurements, GWAS identified multiple loci associated with HRG levels, with the strongest signal at the rs9898 SNP ({beta} =0.52; P=1.1x10-306). Single instrument MR found no association between HRG protein levels predicted by the rs9898 SNP and risk of overall thrombosis ({beta} =-0.00660; P=0.622), venous thrombosis ({beta} =0.0101; P=0.650) and arterial thrombosis ({beta} =-0.0137; P=0.384). Similar null findings were observed using multi-instrument MR approaches. In complementary analyses, measured HRG levels were not associated with thrombosis after adjustment for age, sex, and C reactive protein, and results were unchanged after stratification by rs9898 genotype. Conclusion: Genetically determined variation in HRG is not associated with thrombotic risk, indicating that HRG related coagulation phenotypes do not translate into clinically meaningful thrombosis.
McNally, G. A.; Shin, G. J.-e.; Worthen-Chaudhari, L.; Schnell, P. M.; Flora, L.; Krishna, S. S.; Voorhees, T.; Baiocchi, R. A.; Bond, D.; Christian, B.; Maddocks, K.; Sawalha, Y.; Lustberg, M. B.
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Chemotherapy-induced peripheral neuropathy (CIPN) is a common neurotoxicity of cancer treatment with limited diagnostic, monitoring, and treatment options. Neurofilament light chain (NfL) is an axonal cytoskeletal protein released during neuroaxonal injury and a promising biomarker of CIPN, but prospective evidence for NfL as a marker of CIPN from vincristine-containing lymphoma chemotherapy treatment remains limited. To fill this gap, we conducted a pragmatic single-center prospective observational cohort study of adults with non-Hodgkin lymphoma (NHL) receiving first-line vincristine-containing chemotherapy to evaluate NfL dynamics across multiple pre-cycle visits and assess 68 relationships with patient-reported and clinician-graded neuropathy measures. We followed 25 participants during 4-6 months of chemotherapy, and a small subset of those participants (n=6) for 24-42 months post-chemotherapy. Serial plasma NfL was measured and CIPN symptoms were assessed using patient- and clinician-reported measures. Longitudinal changes were analyzed using mixed-effects models. Plasma NfL increased relative to pre-cycle1 at all timepoints (all p<0.001), increasing more than threefold by pre-cycle4. Patient-reported CIPN scores and clinician-graded neuropathy also increased during treatment. Exploratory pooled visit-level analyses showed a modest NfL-CIPN association (Spearman {rho}=0.393, p=0.004), while timepoint-specific, lagged, and post hoc sensitivity analyses suggested potential to predict persistent CIPN symptoms from early NfL concentrations. To our knowledge, these findings provide the first prospective evidence that NfL is sensitive to vincristine exposure in adults with NHL and may complement patient-reported symptom assessment, clinician grading, and dose-modification context in future CIPN monitoring studies.
Donsante, S.;Algeri, M.;Biondi, M.;Zambelli, V.;Guzzetti, C.;Grassenis, E.;Alberti, G.;Rezoagli, E.;Tettamanti, S.;Biondi, A.;Riminucci, M.;Pievani, A.;Serafini, M.
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Preclinical evaluation of chimeric antigen receptor (CAR)-T therapies for acute myeloid leukemia (AML) is limited by the lack of models that faithfully recapitulate the human bone marrow (BM) niche. Here, we implemented a humanized ossicle-based AML model that enables simultaneous engraftment of leukemic blasts and longitudinal assessment of responses to CAR-based immunotherapies. Intravenous or intra-ossicle injection of AML blasts produced robust, reproducible disease mimicking features of human AML within its microenvironment. To monitor tumor burden and immune effector cells in real-time, we developed a dual bioluminescence system using distinct luciferases in AML and CAR-T cells. This approach allowed non-invasive longitudinal tracking of CAR-T cell localization, expansion, persistence, and leukemic clearance within the ossicle. Overall, our model provides a powerful platform to study CAR-T cell behavior within a human BM niche and, for the first time, allows simultaneous longitudinal visualization of leukemic burden and CAR-T cell dynamics in a physiologically relevant ossicle-based AML model. TeaserHumanized ossicles combined with dual BLI enable tracking of AML progression and CAR-T cell dynamics in a human stromal niche.
Li, X.; Jiang, X.; Dong, Q.; Wu, J.; Li, Y.; Zhang, Y.; Zhong, L.
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Background: Multiple myeloma (MM) progression is accompanied by remodeling of the bone marrow immune microenvironment. Local interactions among malignant plasma cells, stromal cells, myeloid cells, and immune cells not only support tumor cell survival, expansion, and immune escape, but are also closely associated with disease progression, therapeutic response, and clinical prognosis. Moreover, T cell exhaustion is a common T cells dysfunction in MM and limited efficacy of T cell-targeting therapies. However, the in situ organization and clinical significance of exhausted T cells in MM patients bone marrow remain insufficiently understood. Methods: In this study, we analyzed bone marrow Xenium 5K spatial transcriptomics data from control (Ctrl), monoclonal gammopathy of undetermined significance (MGUS), smoldering myeloma (SM), and MM samples. After canonical multi-sample integration and celltype annotation, we used Gaussian mixture model (GMM)-based spatial partitioning, and multilayer perceptron (MLP) machine learning for systematic characterization the T cell microenvironment in MM bone marrow. Results: Our results showed that exhaustion-like T cells increased during MM progression and formed spatially discrete T cell-enriched regions in the bone marrow, which we defined as exhaustion-like bone marrow T cell islands (eBM-TIs). These niches were mainly characterized by enhanced T cell-plasma cell communication associated with upregulated Galectin signaling. Pseudobulk analysis further showed enhanced IFN-related signaling in eBM-TIs, accompanied by upregulation of CXCR3 ligands such as CXCL9 and CXCL10, suggesting that the IFN-CXCL9/10 axis may contribute to T cell chemotaxis, maintenance of chronic inflammation, and formation of exhaustion-like states. By transferring spatial niche labels to scRNA-seq cohorts with available clinical staging information using MLP, we further found that the proportion of eBM-TI-like T cells was associated with higher disease risk and unfavorable prognostic outcomes. Conclusions: In summary, this study identifies eBM-TIs as a spatial niche in the MM bone marrow. These niches represent an important immune unit linking chronic inflammation, T cell exhaustion, and clinical risk, and may serve as a potential biomarker of MM disease progression.
Rontauroli, S.; Carretta, C.; Bertesi, M.; Parenti, S.; Benati, D.; Maccaferri, M.; Ferrari, T.; Malerba, M.; Neroni, A.; Papa, E.; Norfo, R.; Mirabile, M.; Tavernari, L.; Tombari, C.; Guglielmelli, P.; Recchia, A.; Potenza, L.; Maffei, R.; Tagliafico, E.; Luppi, M.; Vannucchi, A. M.; Manfredini, R.
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Myelofibrosis (MF) originates from the stepwise acquisition of somatic mutations in Hematopoietic Stem and Progenitor Cells (HSPCs). Alongside driver events triggering JAK-STAT pathway hyperactivation, several additional mutations, usually affecting the epigenetic machinery, contribute defining therapeutic response. Specifically, JAK-inhibition (JAKi) relieves MF symptoms but rarely eradicates the neoplastic clone. To elucidate clonal dynamics associated with JAKi, we conducted a longitudinal single-cell proteogenomic study on 6 responders and 6 non-responders MF patients. Mutational analysis revealed that the mutation acquisition order determines JAKi sensitivity. Indeed, driver-only clones are highly sensitive to JAKi, while co-mutated clones persist after treatment. JAKi response is mainly limited to the differentiated myeloid compartment, while mutant HSPCs are often maintained in JAKi-responders. Co-mutated clones may evade JAKi and outcompete other neoplastic cell populations, thus contributing to disease persistence.
Hampton, H. R.; Pan, A.; Carnell, M.; Wang, B.; Shinko, D.; Kasherman, M.; Slapetova, I.; Joshi, S.; Nguyen, M. N. T.; Yan, F.; Davidson, S.; Choi, N. F. Y.; Wong, J. W. H.; Tedla, N.; Hiwase, D. K.; Tobiasson, M.; Polizzotto, M. N.; McGuire, H. M.; Abbas, H. A.; Javed, A.; Olivier, J.; Thoms, J. A. I.; Jolly, C. J.; Pimanda, J. E.
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Myelodysplastic syndromes (MDS) are driven by somatic mutations in hematopoietic stem and progenitor cells (HSPCs), leading to clonal expansion and ineffective hematopoiesis. Hypomethylating agents (HMAs; azacitidine or decitabine) are the standard of care for higher-risk MDS. However, their effects on the bone marrow (BM) microenvironment, and the extent to which these changes correlate with clinical response, remain poorly understood. We performed longitudinal analyses of BM aspirates, trephine biopsies, and peripheral blood samples from MDS patients treated with azacitidine in a clinical trial (NCT03493646), integrating CyTOF, 5' single-cell RNA and TCR sequencing, plasma proteomics, and multiplex immunofluorescence microscopy to characterize changes associated with azacitidine response. Clinical responders showed expansion of GzmBCD56CD8 T cells together with increased type I and type II interferon signaling within the T-cell compartment. Responders also exhibited marked alterations in circulating platelet- and myeloid-derived factors with the potential to remodel the BM niche. Spatial analyses revealed expansion of neighborhoods enriched for CXCL12-abundant reticular cells and CD8 T cells in responders, whereas HSPC-enriched neighborhoods were largely unchanged. In contrast, several HSPC-enriched neighborhoods expanded in non-responders. These microenvironmental changes were accompanied by evidence of enhanced myelopoiesis in clinical responders. Our findings support a model in which azacitidine response extends beyond direct effects on malignant hematopoietic cells to involve coordinated remodeling of the BM microenvironment which may be reinforced by platelet- and myeloid-derived signals that establish a feed-forward circuit promoting productive hematopoiesis.
Ediriwickrema, A.; Nakauchi, Y.; Kohnke, T.; Fan, A. C.; Hu, X.; Benard, B. A.; Karigane, D.; Linde, M. H.; Newman, A. M.; Gentles, A. J.; Majeti, R.
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In human acute myeloid leukemia (AML), a sub-population of leukemia stem cells (LSCs) drive disease initiation, therapeutic resistance, and relapse. However, the lack of reliable markers to distinguish LSCs from bulk leukemia cells has impeded progress in studying LSC pathogenesis and developing meaningful LSC-specific diagnostics and therapeutics. Existing LSC gene signatures, derived from bulk populations, cannot definitively identify LSCs at single-cell resolution. To address this, we analyzed large patient cohorts with bulk gene expression data and single-cell multi-omic assays to identify a prognostic gene signature that is specifically enriched in a clinically adverse AML sub-population. Using this signature, we defined and prospectively isolated CD34+CD90-CLL1-CD69+CD53- immunophenotypic LSCs that are significantly enriched for LSC content based on limiting dilution xenotransplantation assays. Our findings demonstrate the power of single-cell multi-omics to precisely identify a clinically relevant LSC population and establish a clear framework for future translational research in AML. Key PointsO_LISingle cell multi-omics identifies human AML LSCs at high resolution. C_LIO_LIHOPX and SOCS2 co-expression (hrLSC2) defines a prognostic gene signature in de novo acute myeloid leukemia. C_LIO_LIhrLSC2 marks an AML subpopulation (iLSCs) with a distinct immunophenotype. C_LIO_LIiLSCs can be purified using flow cytometry and are significantly enriched for LSCs. C_LI
Villaume, M. T.; Ramsey, H. E.; Impedovo, V.; Davidson, M.; Arrate, M. P.; Singh, A. K.; Lee, Y.; Skwarska, A.; Almadani, Y. F.; Baran, N.; Chaudhry, S.; Reisman, B. J.; TenBarge, E. G.; Jiang, M.; Monteith, A. J.; Olmstead, S.; Gorska, A. E.; Zhao, Z.; Grace, P. M.; Bachmann, B. O.; Konopleva, M.; Tiziani, S.; Savona, M. R.
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Targeting oxidative phosphorylation (OXPHOS) represents an attractive therapeutic strategy in acute myeloid leukemia, which exhibits exceptional dependence on mitochondrial respiration compared to normal hematopoietic cells. However, clinical attempts to exploit this vulnerability have been limited by on-target toxicity to healthy tissue. Here, we comprehensively compare the cellular consequences of inhibiting distinct nodes of the electron transport chain in AML. We demonstrate that selective inhibition of the F1 subunit of ATP synthase with EB2023 (ammocidin A) delivers an energetic stress to AML cells without the profound redox stress that characterizes complex I inhibition, preventing NAD/NADH imbalance and allowing continued TCA cycling. Further, the duration of OXPHOS inhibition is transient in nature in vivo, a finding revealed through pharmacokinetic and serial pharmacodynamic monitoring of AMPK phosphorylation accompanied by OPA1-mediated mitochondrial structural remodeling that primes AML cells for BCL2 inhibitor synergy. EB2023 in combination with venetoclax demonstrates potent anti-AML activity across cell lines and patient-derived xenograft models at doses that spare normal hematopoietic progenitors and avoid the neuropathy and sustained detrimental systemic metabolic rewiring in healthy tissues associated with prior efforts to target OXPHOS. These findings establish F1-selective ATP synthase inhibition as a clinically actionable therapeutic strategy in AML and establish the duration of OXPHOS inhibition as a critical and previously underappreciated determinant of therapeutic index.
Moballegh Nasery, M.; Gergely, R.; Kutszegi, N.; Szegedi, I.; Erdelyi, D. J.; Kiss, C.; Csosz, E.
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Abstract Background: Acute Lymphoblastic Leukemia (ALL) is a highly heterogeneous pediatric malignancy. Despite high survival rates, relapse and the involvement of central nervous system (CNS) remains a significant clinical challenge. Traditional clinical parameters often lack the precision required for early detection and risk stratification. This study utilizes high-throughput proteomics and machine learning to identify molecular signatures in cerebrospinal fluid (CSF) that characterize disease effect and treatment response. Methods: 82 CSF samples from 41 pediatric ALL patients at diagnosis (VD) and remission (VR) were analyzed. Proteomic profiling of 276 proteins was performed using Olink Proximity Extension Assay. Differentially abundant proteins were identified (q-value< 0.05, |Log_2FC| > 0.5) using the Wilcoxon rank-sum test. Three machine-learning algorithms - Random Forest, LASSO, and SVM-RFE - were integrated to select the differentially abundant proteins in VR and VD and between CNS involvement levels. To validate the data Pan-Cancer Atlas analysis was done using two different platforms. Results: In the remission phase, we observed significant alterations in the expression of key proteins compared to diagnosis, with ADGRG1 and KYNU showing a marked increase, while CCL17, CD5, CD27, CXCL9, CXCL11, FASLG, GZMA, and TNFRSF9 were significantly downregulated. Furthermore, our analysis identified distinct protein signatures associated with CNS involvement: CCL4, CTSC, CXCL10, CXCL9, and MMP7 were differentially abundant at the VD stage, whereas CAIX, CASP-8, HAGH, CXCL9, MMP7, MCP-2, and VWC2 at the VR stage. Conclusion: Integrating Olink proteomics with machine learning identified molecular signatures in ALL that have the potential to be further developed to a biomarker panel for monitoring treatment response and guiding personalized therapeutic strategies shifting the focus toward the Precision One Health approaches.
Barre, E.; Lourenco-Rodrigues, M.-D.; Zimmermann, L.; Pugliano, M.; Loubiere, C.; Proamer, F.; Rinckel, J.-Y.; Eckly, A.; Qu, Z.; Miao, J.; Zhang, Z.-Y.; Senis, Y. A.; Mazharian, A.
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The Src homology 2 (SH2) domain-containing non-transmembrane protein-tyrosine phosphatases 1 and 2 (Shp1 and Shp2) have been implicated in regulating signaling from a variety of receptors and cell types, including the thrombopoietin (Tpo) receptor Mpl in megakaryocytes (MKs) and platelets. We previously showed that deletion of Shp1 and Shp2 in the MK/platelet lineage in mice using the Pf4-Cre transgene/loxP system impairs megakaryopoiesis and thrombopoiesis. However, we also observed unexpected phenotypes including a motheaten-like phenotype in Shp1-deficient mice and severe myelofibrosis in mice lacking both phosphatases. To determine whether these were lineage-specific effects, we utilized the Gp1ba-Cre transgenic mouse to delete loxP-flanked Shp1 and Shp2 in mice. Bone marrow-derived MKs from these mice expressed approximately 20-25% of Shp1 and Shp2, whereas platelets contain 5-10% of each phosphatase compared with controls. Minor MK/platelet defects were observed in mice lacking either Shp1 or Shp2 alone, however mice lacking both Shp1 and Shp2 exhibited macrothrombocytopenia, mild bleeding following tail injury, and impaired GPVI-mediated platelet aggregation and Syk phosphorylation, associated with reduction GPVI and integrin 2 subunit expression. Reduced Shp1 and Shp2 expression resulting in a significant reduction in ploidy, a block in MK maturation and proplatelet-producing MKs. Tpo-mediated Ras/MAPK signaling was reduced in Shp1/2-deficient MKs. Treatment of MKs with structurally distinct Shp2 allosteric inhibitors recapitulated key aspects of the Shp2-deficient phenotype, including aberrant megakaryopoiesis and reduced Mpl signaling. Our study highlights the synergistic functions of Shp1 and Shp2 in the MK/platelet lineage, and identifies Shp2 as a potential therapeutic target in myeloproliferative neoplasms. Key PointsO_LIDeletion of Shp1 and Shp2 in the MK/platelet lineage in mice results in macrothrombocytopenia and minor effects on platelet function. C_LIO_LIDefects can be partially explained by reduced Mpl signaling and aberrant megakaryopoiesis in the absence of Shp2 activity. C_LI
Rogne, T.; Wang, R.; Wang, P.; Chen, K.; Ma, S.; Warren, J. L.; Metayer, C.; Wiemels, J. L.; DeWan, A.; Ma, X.
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Background: High ambient temperature in early pregnancy has been linked to an increased risk of childhood acute lymphoblastic leukemia (ALL). To better understand biological mechanisms, the current study evaluated potential interaction between temperature and genetic characteristics. Methods: We used data from California birth records (1982-2008) and California Cancer Registry (1988-2011) to identify ALL cases (n=3,353) diagnosed <=14 years of age and non-cancer controls (n=3,530) matched 1:1 on sex, race, ethnicity, and birth year and month. Weekly ambient temperatures throughout pregnancy were assessed on a 1-km grid around the birth address, while genetic data were available from a genome-wide association study using neonatal blood spots. We evaluated the association between ambient temperature and ALL risk by quartiles of established genetic risk score for ALL. Next, we formally tested gene-temperature interactions in the association with ALL, correcting for multiple testing, for genes previously identified with epigenetic changes due to both temperature and ALL. All analyses were adjusted for potential confounders. Results: The elevated risk of ALL per 5 degrees C increase of weekly mean ambient temperature, confined to early pregnancy, was more pronounced among children with the lowest genetic susceptibility to ALL, especially among Latino children (first quartile: odds ratio [OR] = 1.50, 95% confidence interval [CI]: 1.14-1.97); fourth quartile: OR=1.03, 95% CI: 0.83-1.28). There were significant interactions (p<0.002) between ambient temperature and polymorphisms in BNC1 among non-Latino White children, and suggestive interactions (p<0.05) with TBPL2 and NRXN1 in the full population. Conclusions: Our findings suggest that there may be interactions between ambient temperature in early pregnancy and offspring genotype in the risk of childhood ALL. Impact: If replicated, these findings could help elucidate the biological mechanisms linking high ambient temperature in early pregnancy and the risk of childhood ALL.
Butler, K.; Yesudhas, D.; Lone, B.; Banday, A. R.
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Immune checkpoint therapies have transformed clinical practice; however, reliable biomarkers to predict response remain limited. Tumor mutational burden (TMB) has emerged as an important biomarker because it is thought to reflect neoantigen load, yet its predictive utility has been inconsistent. This limitation may partly arise because TMB primarily captures tumor-intrinsic immunogenicity, which is heterogeneous and does not fully reflect the state of antitumor immunity. To identify transcriptomic surrogates that capture both high mutational burden and antitumor immune activation, we investigated whether mRNA expression of mutagenic APOBEC3 family members could serve as surrogates for high TMB and T cell-rich tumors. Using a pan-cancer computational framework, we evaluated the association of four APOBEC3 genes with mutational burden, neoantigen load, immune infiltration, and immune checkpoint blockade response. Among APOBEC3A, APOBEC3B, APOBEC3G, and APOBEC3H, APOBEC3G emerged as the strongest and most consistent marker of a TMBhighCD8high and NeoantigenhighCD8high tumor phenotypes. Single-cell analyses further demonstrated that APOBEC3G is enriched in both malignant cells and T cells compared with other APOBEC3 family members, with APOBEC3G-positive CD8+ T cells exhibiting elevated activation markers including GZMB and IFNG. Importantly, retrospective analyses of 50 immune checkpoint blockade cohorts showed that APOBEC3G had the most consistent association among APOBEC3 family members with treatment response and clinical outcomes. Together, these findings identify APOBEC3G as a candidate transcriptomic marker of a TMB-associated, T cell-inflamed tumor state linked to immune-checkpoint blockade benefit, warranting further prospective validation.
Gramann, A.;Ejemel, M.;Venkatesan, A.;Ferreira, L.;Zammitti, C.;Wiseheart, D.;Wang, Y.;Brehm, M.;Ceol, C.
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Treatments for advanced melanoma have markedly improved, but a significant proportion of patients still receive little to no survival benefit with standard-of-care therapies due to resistance and relapse1-5. The discovery and development of novel targets and therapies are needed to continue to improve patient outcomes in advanced melanoma. The identification of ligand-dependent BMP signaling that inhibits differentiation and promotes survival of melanoma cells suggests it is a potential therapeutic target that could complement current therapies6. Expression of the BMP ligand GDF6 (a.k.a BMP13) is responsible for this activity, and its expression is correlated with poor outcomes for melanoma patients. Here, we describe a novel monoclonal antibody targeting GDF6 that causes melanoma cell differentiation and death and blunts tumor growth in vivo. Together, these results indicate BMP-directed therapy has significant potential as a novel therapy for patients with advanced melanoma.
Mistry, J.;Fournier, N.;Nye, G.;Trowbridge, J.
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Clonal hematopoiesis (CH) is an age-associated condiion defined by over-representation of hematopoietic stem cells (HSCs) and their progeny carrying somatic mutations or variants that confer a selective advantage. CH is associated with increased risk of hematologic malignancies (1), cardiovascular disease and inflammatory bone loss (2, 3). Chronic inflammation is increasingly recognized as a central mediator of CH-mutant hematopoietic stem and progenitor cell (HSPC) expansion underlying CH (4). DNA methyltransferase 3a ( Dnmt3a )-mutant cells produce higher levels of tumor necrosis factor-α (TNFα) and interleukin-6 (IL-6) (5), and blocking these pathways reduces the competitive advantage of Dnmt3a -mutant HSPCs (4, 6). The upstream mediators initiating inflammatory signaling in CH are unknown. Strong candidates are S100A8 and S100A9, members of the S100 calcium-binding protein family that regulate inflammatory signaling in the hematopoietic system. These proteins form a heterodimer complex and activate innate immune signaling through receptors including Toll-like receptor 4 (TLR4) and the receptor for advanced glycation end products (RAGE) (7). S100A8/A9 signaling promotes production of pro-inflammatory cytokines and inflammasome activation leading to poor prognosis in myelodysplastic syndrome and myeloproliferative neoplasms (8, 9). Across multiple myeloid malignancies, neutrophils are the primary bone marrow (BM) source of this alarmin (8, 10, 11) and pharmacologic inhibition of S100A9 with tasquinimod reduces disease severity without disrupting normal hematopoiesis (10, 12). Given the role of S100A8/A9 in establishing an inflammatory milieu, here we investigated the role of S100A8/A9 in Dnmt3a -mutant hematopoiesis. We identify neutrophils as a major source of elevated S100A8/A9 in the BM of Dnmt3a -mutant mice and this increase correlates with production of the inflammatory cytokines TNFα and IL-6. We show that tasquinimod reduces TNFα and IL-6 levels and selectively reduces the Dnmt3a -mutant HSPC compartment.
Struyf, N.; Hartmanis, L.; Rico Pizarro, L.; Österroos, A.; Bohlin, A.; Bengtzen, S.; Lehmann, S.; Kallioniemi, O.; Erkers, T.
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While therapy resistance in acute myeloid leukemia (AML) is often attributed to leukemic stem cells (LSCs), their functional properties are not fully captured by their well-established genetic landscape and cell lineage transcriptional programs. Here, we explore AML cell states and their associations to drug response and systemic immune context. We performed integrated single-cell transcriptomics and immunophenotyping on diagnostic AML samples (n=6) to define transcriptional cell state gene signatures. These were projected onto bulk RNA-seq data from 448 AML patients to assess associations with drug sensitivity, plasma proteomics, clinical features, and established prognostic scores. Longitudinal single-cell data from external cohorts and cell-cell communication analyses were used to examine treatment dynamics and microenvironmental signaling. We defined nine AML cell states, including progenitor-like, stromal-like, antigen-presenting, and monocytic programs. Stemness features were distributed across multiple states, with lymphoid-primed and stress-adapted progenitors showing the strongest alignment with established stemness scores. Distinct drug sensitivities emerged, including cell cycle checkpoint inhibitor sensitivity in stress-adapted progenitors and kinase inhibitor sensitivity in cycling progenitors, alongside shared resistance to BH3 mimetics in monocytic states. Stress-adapted progenitors were associated with adverse clinical features and expanded following venetoclax-based therapy. Monocytic states acted as immunosuppressive hubs via TIGIT signaling, while stromal-associated states received niche-derived survival signals. Overall, we define a framework that associates AML cell states with stemness, drug response, and microenvironmental interactions. These findings highlight distributed stemness, state-specific vulnerabilities, and niche-driven resistance mechanisms, informing more precise therapeutic strategies in AML.