Blood Advances

Clonal hematopoiesis (CH) can predict treatment outcomes in solid cancers, but the prevalence and clinical impact of CH in previously untreated, aggressive large B-cell lymphomas (LBCL) remains poorly characterized. Moreover, CH may be detected in cell-free DNA (cfDNA)-based biomarker assays, but the longitudinal dynamics of CH mutations during and after immunochemotherapy in LBCL remain unknown. Hence, we characterized the spectrum of CH mutations in 247 patients with high-risk primary LBCL from three phase II clinical trials. We identified CH mutations in 23% of patients. Compared with healthy controls, TET2 mutations were enriched in peripheral blood (PB) samples of LBCL patients (P=0.01). CH clone size showed high concordance between PB and cfDNA (R2=0.59, P<0.0001) but was not associated with circulating tumor DNA (ctDNA) concentration (P-values 0.25-0.86). In contrast with prior reports in the context of recurrent lymphoma, CH mutation status was not associated with overall survival (OS) (P=0.78) or progression-free survival (PFS) (P=0.89) in our primary LBCL cohort. CH clones showed variable longitudinal dynamics during immunochemotherapy, with 18% of evaluable patients developing mutant CH clones, mostly with TP53/PPM1D mutations. Together, CH mutations can be readily detected in cfDNA of lymphoma patients, but they do not predict survival in primary high-risk LBCL.

Background: The ability to repopulate all lineages of blood cells from a single hematopoietic stem cell (HSC) requires a constant balancing between maintenance of quiescence/self-renewal and the need for differentiation and adoption of specific lineage phenotypes. A classical interpretation suggests that during homeostasis, long- and then short-term HSCs differentiate into multipotent progenitors (MPPs), which then lack self-renewal capacity but can still differentiate into all downstream lineages. While much is known about the intrinsic and extrinsic regulators that promote HSC homeostasis, less is known about factors which influence HSC behavior following significant bone marrow (BM) injury, such as sublethal irradiation (SLI). Methods: Conditional knock-out of follistatin-like 1 (FSTL-1) was achieved by breeding mice with floxed Fstl1 sites to mice expressing CreERT2 under control of the ROSA locus, followed by systemic tamoxifen administration. ELISA and RT-PCR quantitated protein and RNA level loss of FSTL-1, respectively. HSC populations were assessed by flow cytometry under multiple conditions. Sublethal irradiation induced BM injury and blocking polyclonal FSTL-1 antibodies were used to recapitulate results seen with genetic ablation. Finally, single cell RNA sequencing defined both cell-specific expression of Fstl1 within the BM compartment, but also identified transcripts and pathways upregulated in the absence of FSTL-1. Results: These studies delineate a novel role for FSTL-1 in regulating HSC biology. In addition to selective expression of Fstl1 within HSCs, genetic deletion of Fstl1 increases Lineage negative;Sca-1+c-Kit+ (LSK) cell number and alters HSC homeostasis. These findings are further amplified in the BM in the context of recovery from sublethal irradiation. Importantly, the post-irradiation increase in BM cellularity seen with Fstl1 deletion is replicated by treatment with anti-FSTL-1 polyclonal antibodies. Finally, single cell RNA sequencing reveals distinct Fstl1 expression in specific LSK subpopulations, including HSCs and proliferating cells, and identifies a novel relationship between decreased FSTL-1 levels and enrichment of canonical metabolic pathways including oxidative phosphorylation, fatty acid metabolism, and glycolysis. Conclusions: Taken together, these results highlight a novel role for FSTL-1 in promoting HSC homeostasis. They also unlock an innovative way to promote HSPC recovery following BM injury, knowledge predicted to be of significant therapeutic value.

Acute myeloid leukemia (AML) is an aggressive hematologic malignancy associated with a poor prognosis and an unmet need for more effective treatment options, particularly after relapse. One potential approach to address this need, which has been used successfully in solid tumors, is adoptive transfer of T cells engineered to express specific T cell receptors (TCRs). Particularly attractive are TCRs that can target epitopes derived from oncogenes on which cancer cells depend while sparing normal cells that do not harbor the mutation. One promising oncogenic target in AML is mutated nucleophosmin 1 (mtNPM1), present in up to 30% of AML cases. Most NPM1 mutations result in a common frameshifted sequence that generates peptides presented by several class I human leukocyte antigens (HLAs), such as HLA-A*11:01. In this study, we vaccinated HLA-A*11:01-transgenic mice with the mtNPM1 peptide AVEEVSLRK and isolated six functional TCRs from mtNPM1-reactive lymphocytes. When engineered into human T cells, two of these TCRs consistently mediated robust and specific lysis of an AML cell line and primary AML cells co-expressing HLA-A*11:01 and mtNPM1. Neither TCR recognized related human peptides, HLA-A*11:01-expressing normal peripheral blood mononuclear cells or stem/progenitor cells, or cells expressing diverse allogeneic HLAs, suggesting a low risk of cross-reactivity and alloreactivity. In an AML xenograft model, both TCRs controlled AML in hematopoietic organs, although extramedullary tumors emerged during treatment, potentially reflecting the aggressive behavior of the model that may not be representative of AML in patients. Together, these data suggest that the two TCRs represent strong candidates for further preclinical development in adoptive T cell therapy for NPM1-mutated, HLA-A*11:01-positive AML. These results also support the use of HLA-transgenic mice as a platform for generating TCRs targeting oncogene-derived epitopes in hematologic malignancies.

The adult hematopoietic system is established during embryogenesis through the generation of hematopoietic stem and progenitor cells (HSPCs) within specialized transient niches, yet the signaling mechanisms that coordinate this process remain poorly understood. Here, we identify a developmental role for kainate receptors (KARs), glutamate-gated ion channels classically associated with excitatory neurotransmission, in coordinating primitive hematopoiesis and hemogenic niche formation in zebrafish. Loss of the KAR subunits encoded by grik1b or grik5 depletes primitive blood cells and disrupts hemogenic niche organization. These defects are accompanied by endothelial oxidative stress and impaired Notch signaling, which together reduce HSPC emergence and limit the clonal diversity of the adult hematopoietic stem cell pool. Shifting primitive hematopoietic output away from erythropoiesis and toward myelopoiesis restored macrophage niche colonization, endothelial Notch activity, and HSPC formation in KAR-deficient embryos. Moreover, hemogenic cell-specific Notch reactivation rescued HSPC production, demonstrating that KAR-dependent primitive hematopoiesis regulates this process through endothelial Notch signaling. Lastly, conserved KAR expression in endothelial and hematopoietic populations across zebrafish, mouse, and human suggests that these receptors may regulate blood development across multiple cellular components. Together, these findings reveal that glutamate receptor signaling extends beyond its well-established functions in neuronal transmission to coordinate the developmental processes that establish the blood system.

Background: Relapse remains the principal cause of treatment failure in pediatric acute leukemia. Clinically validated minimal residual disease (MRD) assays - multiparameter flow cytometry, immunoglobulin/T-cell-receptor rearrangement sequencing, and targeted next-generation sequencing panels -- are highly sensitive but read out predefined features and do not reconstruct clonal architecture or link a cell's genotype to its functional state. We systematically reviewed what single-cell sequencing has revealed about clonal evolution, chemoresistance, the immune microenvironment, and post-therapeutic immune dynamics in this disease. Methods: This review followed PRISMA 2020. PubMed/MEDLINE, the Cochrane Library, and Google Scholar were searched to September 2026 for primary studies applying single-cell DNA, RNA, chromatin-accessibility, surface-protein, or immune-repertoire sequencing to pediatric acute leukemia samples or pediatric-derived models. Risk of bias in non-randomized studies was assessed with ROBINS-I. Because designs, platforms, and outcomes were heterogeneous, findings were synthesized narratively by biologic theme without meta-analysis, following the SWiM guideline. Results: Of 63 records identified, 10 studies were included (published 2016-2026; 6-159 patients or samples per study; up to ~700,000 cells profiled). Single-cell DNA sequencing traced minor NOTCH1-mutant diagnostic subclones into PTEN- or TP53-mutant relapse clones that bulk sequencing missed. Rare dormant, label-retaining cells and developmental-state-dependent drug sensitivity defined chemoresistant compartments. Remodeling of the bone marrow immune microenvironment identified patients with adverse outcome among those classified as MRD-low, and pre-infusion CAR T-cell type 2 functionality and post-transplant cytotoxic memory CD8+ T-cell subsets were associated with durable remission. Of the seven studies assessed with ROBINS-I, four were at moderate and three at serious overall risk of bias, driven chiefly by small, selected cohorts. Conclusions: Single-cell sequencing yields mechanistic insight that complements, rather than replaces, clinically validated MRD assays, and nominates candidate biomarkers for risk stratification, treatment selection, cell-therapy manufacturing, and post-transplant monitoring. The evidence remains preliminary; adequately powered, prospective, and harmonized studies are required before clinical adoption.

The human T cell repertoire is generated through recombination of a multitude of T cell receptor gene segments, yielding a complex array of T cell clones. T cell receptor beta (TRB) V gene segment defined, T cell clonal frequency when organized in correspondence with the respective V gene segment positions on the TRB genomic locus yields a periodic, undulating curve in the spatial domain. Using the genomic distance from the TRB-D1 segment to the TRB-V1-29 segments, spectral analysis was performed utilizing Lomb-Scargle periodogram (modified Fourier analysis) to obtain spectral power curves quantifying the TRB V clonal frequencies from 12 allogeneic stem cell transplant donors (baseline) and recipients (<100 days or b/w 100-365) using a variety of analytic software. Patients either underwent HLA matched related bone marrow or HLA matched unrelated blood stem cell transplantation, using PT-CY for the former and ATG for the latter. Spectral Power curves revealed dominant spectral peaks at wavelengths ranging from 113-335 millicycles/kb in the 12 donors, with consistent frequency domain spectral patterns, supporting similar use of V segments across healthy individuals. PT-CY recipients had power spectra closely corresponding to the respective donors, however the ATG recipients had relatively dispersed spectra, with spectral centroid shifted towards higher frequencies compared to donors and a reciprocal decline in the low frequency indices. Spectral power was concentrated in the <3 kb and 3-12 kb wavelengths in both groups, consistent with the periodicity observed in the relative V gene segment usage across the repertoire. The analyses reported here demonstrate that the healthy SCT donors have a spectral signature occupying short to intermediate wavelegnths in the frequency domain, PT CY recipients recover with donor-like spectra on the average, however ATG recipients tend to shift towards higher frequencies. These findings are consistent with a normal organized distribution of TRB V segment usage in healthy individuals, with PT-CY preserving this organization more consistently than ATG. Spectral (Fourier) analysis of TRB sequencing data provides a repertoire wide summary of T cell clonal distribution.

Background: The clinical course of acute leukemias and related hematologic neoplasms is defined by aggressive clonal proliferation, severe hematopoietic disruption, and recurrent molecular alterations. Although serial bone marrow biopsies, multiparameter flow cytometry, and next-generation sequencing remain standard surveillance modalities, procedural invasiveness, high costs, and operational turnaround times limit their frequency. Minimally invasive, scalable biomarkers integrating routine hematologic indices, targeted gene expression, circulating oncoprotein levels, and patient compliance metrics may provide an accessible framework for dynamic monitoring. Methods: In this longitudinal cohort study of 66 patients across 272 serial encounters (discrete follow-up intervals: days 0, 14, 41, 71, and 78), we assessed the prognostic value of peripheral complete blood counts (white blood cell count [WBC], hemoglobin [Hb]), molecular indicators (FLT3, NPM1, and DNMT3A transcript levels; targeted soluble FLT3 quantification), and medication adherence. The primary clinical endpoint was longitudinal progression to critical deterioration or disease-related mortality. Generalized linear mixed-effects models (GLMM) with patient-specific random intercepts were constructed to account for intra-subject repeated measures. Predictors were standardized per 1-SD increment. Model performance was assessed via the Akaike Information Criterion (AIC) and the Concordance index (C-index). Results: Leukocyte expansion correlated inversely with hemoglobin concentration (r=-0.877, p<0.001), reflecting bone marrow infiltration and secondary erythroid suppression. Multivariable mixed-effects modeling confirmed that elevated WBC count (adjusted odds ratio [aOR] = 1.52 per 1-SD increase; 95% CI: 1.24-1.86; p<0.001) and reduced medication adherence (aOR = 0.58; 95% CI: 0.44-0.76; p<0.001) independently predicted adverse clinical transition. Integrating targeted molecular markers (FLT3 expression and soluble protein levels) with routine hematologic indices and adherence demonstrated superior calibration and discrimination over single-domain models ({Delta}AIC[&ge;]116; Harrells C-index = 0.81). Conclusions: Readily accessible peripheral hematologic indices, targeted molecular quantification, and medication adherence provide complementary prognostic information regarding disease activity. Integrating these low-burden parameters into clinical workflows offers an efficient, scalable paradigm for early risk stratification in hematologic malignancies.

Hematopoietic stem cells (HSCs) arise from the hemogenic endothelium in the dorsal aorta through the endothelial-to-hematopoietic transition, a tightly regulated developmental process requiring coordinated signaling from the developing hematopoietic niche. Wnt and Notch signaling are essential for HSC specification, with Wnt functioning upstream of Notch; however, the molecular mechanisms by which these pathways are coordinated during HSC development remain poorly understood. Here, we identify Disheveled 2 (Dvl2), a key intracellular Wnt scaffold protein, as an essential regulator of HSC identity specification in zebrafish. Loss of dvl2 impaired HSC specification and reduced Notch signaling in the dorsal aorta, despite normal canonical Wnt activity in the developing endothelium, suggesting that Dvl2 regulates HSC specification independently of endothelial beta-catenin signaling. Hemogenic endothelial-specific expression of the Notch intracellular domain rescued HSC defects in dvl2 morphants, demonstrating that Dvl2 functions upstream of Notch activation in the hemogenic endothelium during HSC specification. In addition, loss of dvl2 reduced primitive macrophages and neutrophil populations. Restoration of primitive myeloid cells through gata1a knockdown rescued both endothelial Notch signaling and HSC defects, demonstrating that Dvl2 is also required for the supportive immune cells that induce HSC identity. Together, these findings reveal that Dvl2 coordinates hemogenic endothelial and immune niche cues to control HSC identity specification.

TNF is the primary age-related cytokine responsible for hyperreactive platelet formation. In mouse models, increased TNF induced abnormal megakaryocyte development and platelet activity. Here, we extend these findings to demonstrate that TNF drives this thrombotic phenotype through expansion of the hematopoietic stem and progenitor cell (HSPCs) compartment. Using HSPC-specific TNF receptor labeling and single cell RNA sequencing, we found that TNF receptors are absent from megakaryocytes and their progenitors (MkPs) indicating that TNF does not directly act on these cells. Chronic TNF exposure expanded HSPCs in the bone marrow and extramedullary tissues - and these expanded HSPCs retained functional repopulation capacity. Using species-specificity TNF receptor activation, we further demonstrate that TNFR1 signaling is sufficient to induce platelet hyperreactivity independent of HSPC expansion. Unlike emergency hematopoiesis, chronic TNF promoted megakaryopoiesis through the canonical hematopoietic hierarchy as demonstrated by lineage-tracing studies. Mechanistically, chronic TNF induced a distinct transcriptional program in single cell RNA sequencing of HSPCs and megakaryocytes. Together, these findings establish that chronic TNF promotes hyperreactive platelet formation not through direct effects on megakaryocytes or MkPs but by expanding and transcriptionally reprogramming HSPCs, thereby imprinting a TNF dependent program that persists through megakaryopoiesis and ultimately produces hyperreactive platelets.

Glucose-6-phosphate dehydrogenase (G6PD) deficiency is the most common enzymopathy, yet how donor alleles shape red blood cell (RBC) storage, transfusion performance, and recipient physiology remains unresolved. Across 13,091 donors, a recalled cohort, donor-recipient data, humanized mice, and a prospective sickle cell disease cohort, variants reduced G6PD abundance, constrained pentose phosphate pathway flux and redox metabolism, and accelerated age-dependent functional decay. Murine A-; RBCs recovered poorly; A-; and Mediterranean RBCs impaired renal oxygenation, especially the latter, which caused greater plasma hemolysis. In humans, A-; units yielded smaller hemoglobin increments, while deficient units reduced allogeneic 51Cr post-transfusion recovery and four-week survival by 8 and 12-percentage-points. NADP;-bound cryo-EM resolved mechanisms: remodeling of the catalytic NADP;-binding region and dimer interface underlies A-; kinetic fragility, whereas Mediterranean S188F exhibits temperature-dependent oligomerization and conformational instability. These findings define an allelic series linking genotype to molecular instability, RBC quality, transfusion performance, and recipient physiology.

CD8 T cells are key mediators of anti-tumor immunity, yet their differentiation states and clonal architecture within the acute myeloid leukemia (AML) bone marrow microenvironment remain incompletely defined. We performed high dimensional immune profiling of bone marrow samples from 46 newly diagnosed AML patients using mass cytometry to probe the microenvironment and T cell states. We used single-cell RNA and T cell receptor (TCR) sequencing to define CD8 T cell phenotypes, transcriptional states, and clonal architecture. AML-associated CD8 T cells were skewed toward terminally differentiated effector memory cells re-expressing CD45RA (TEMRAs), while canonically exhausted T cell populations were rare. Functional studies revealed that TEMRA CD8 T cells robustly produced IFN{gamma} and TNF upon in vitro stimulation. Clonal expansion was concentrated within the TEMRA compartment. Comparison of TCR sequences with known viral epitopes identified a small subset of expanded viral-specific clonotypes, while the majority of highly expanded clonotypes had unknown specificity and may include AML-specific T cells. Differential gene expression analysis revealed shared cytotoxic effector programs during clonal expansion but diverging activation signatures: viral-specific clones upregulated canonical T cell receptor signaling genes, whereas expanded clones of unknown specificity exhibited enrichment of natural killer (NK) receptor-associated genes. These genes comprised the leukemia-associated NK-immune (LaNKi) score which was elevated in an independent AML dataset compared to pan cancer tumor infiltrating lymphocytes. These findings define the CD8 T cell differentiation landscape and clonal architecture in AML marrow at diagnosis and suggest that T cell dysfunction in AML diverges from classical activation and exhaustion paradigms.

Hematopoiesis sustains lifelong blood production and immunity and is strongly influenced by biological sex. Males and females differ in their hematopoietic composition and susceptibility to infection and hematologic disease. Because current models cannot readily disentangle the independent contributions of sex chromosomes versus hormones, the mechanisms underlying sexual dimorphism remain poorly understood. Zebrafish have proven to be a powerful, translatable system for studying hematopoiesis, and offer a unique opportunity to isolate hormonal contributions due to their absence of sex chromosomes. However, whether sex is regulated in the zebrafish hematopoietic system remained unknown. Here, we discovered pronounced sexual dimorphism in the adult zebrafish marrow, with compositional differences peaking at reproductive age. Transcriptome analysis of marrows revealed conservation of sex-specific programs between zebrafish and human datasets. Upon immune challenge with lipopolysaccharide, all major blood lineages exhibited sex-biased changes in their composition and transcriptomes with the largest responses in erythroid and myeloid cell types. Among these sex differences was an unexpected immunoregulation of the erythroid lineage across maturation states. These findings establish biological sex as a major regulator of zebrafish hematopoiesis and immunity, paralleling humans, and lay the groundwork necessary for future mechanistic studies on sexual dimorphism in hematologic health and disease.

Stem cell factor (SCF) from Leptin Receptor-expressing (LepR+) mesenchymal stromal cells and endothelial cells is required for hematopoietic stem and progenitor cell maintenance in bone marrow. Consistent with this, Scf is highly expressed by LepR+ cells and at lower levels by endothelial cells in bone marrow. However, endothelial cells outside the bone marrow produce circulating SCF, raising the question of whether the SCF that promotes stem and progenitor cell maintenance is produced inside or outside bone marrow. We found that Scf deletion in spleen and liver endothelial cells reduces SCF levels in the blood without affecting stem or progenitor numbers in the bone marrow. Moreover, deletion of Scf from mesenchymal cells in the long bones, but not vertebrae, of Prx1Cre; Scf fl/fl mice depletes stem and progenitor cells in long bones but not vertebrae. SCF thus acts locally within the bones in which it is made to promote stem and progenitor cell maintenance.

Many studies unraveled the reciprocal regulation between hematopoietic stem cells (HSC) and the bone marrow (BM) niche by using transgenic knock-out or reporter mice, often overlooking the pathophysiological relevance and the existence of compensatory mechanisms. Here, we exploit the th3 murine model of a genetic anemia, beta-thalassemia (BThal), to investigate the dual impact of chronically reduced thrombopoietin (TPO) production on HSC and megakaryocytic BM niche. Decreased systemic TPO downregulates stemness programs in HSC and impairs their commitment towards megakaryocytes (Mk). We uncover dysmegakaryopoiesis in the BM from BThal patients and mice with defective Mk maturation and reduced production of niche factors, altering the HSC-niche crosstalk. Notably, in vivo stimulation of the TPO signaling restores HSC quiescence, Mk maturation and niche support. These findings demonstrate that TPO regulates HSC through both direct and niche-mediated routes, underscoring the value of using a genetic disease model to disentangle general molecular mechanisms.

Background: Metabolic plasticity contributes to therapeutic resistance in T-cell lymphoma, but the metabolic dependencies underlying tyrosine kinase inhibitor (TKI) resistance remain poorly understood. ATP citrate lyase (ACLY), which converts citrate to cytosolic acetyl-CoA, links glucose metabolism to lipogenesis and acetylation-dependent regulation. We hypothesized that ACLY represents an actionable metabolic vulnerability in lymphoma. Methods: Structure-guided drug discovery and biochemical screening were used to identify the novel ACLY inhibitor VCB1. VCB1 was evaluated against recombinant human ACLY and in TKI-sensitive and TKI-resistant lymphoma models. Antitumor activity was assessed by proliferation, cell-cycle analysis, apoptosis, and immunoblotting, followed by integrated transcriptomic, metabolomic, and lipidomic profiling. Results: Our xenograft study showed that ACLY dependence in ALK+ALCL. We discovered novel ACLY inhibitor VCB1 directly inhibited recombinant ACLY with uM potency (IC, 0.9 uM) and strongly suppressed lymphoma cell growth. In ALK inhibitor-sensitive SUPM2, VCB1 showed an IC of 0.299 uM and retained potency in lorlatinib-resistant SUPM2-LR1000 cells (1.62 uM), whereas BMS-303141 was substantially less active (17.46 and 22.07 uM). VCB1 similarly inhibited BTK inhibitor sensitive and resistant mantle cell lymphoma cell growth (IC, 0.28 and 0.278 uM), compared with BMS-303141 (30.5 and 37.01 uM). Multi-omics profiling revealed suppression of de novo lipogenesis, including ACACA, FASN, and PPARGC1B, together with extensive remodeling of triglyceride, phospholipid, cardiolipin, ceramide, and acylcarnitine species and increased expression of fatty-acid oxidation genes. VCB1 activated the integrated stress response (ISR), inducing ATF4, PPP1R15A, DDIT3, DDIT4 and SESN2, while disrupting purine and pyrimidine metabolism and reducing nucleotide biosynthetic genes, including CAD, DHODH, UCK2, and ATIC. VCB1 further activated an ACLY/ISR/CHAC1 axis associated with reduced GCLC/GCLM expression, glutathione depletion, and a decreased GSH/GSSG ratio, indicating impaired redox homeostasis. TKI-resistant cells exhibited distinct lipid-metabolic remodeling consistent with metabolic plasticity. VCB1 also altered immune-regulatory programs involving PDCD1, TIGIT, CD247, CD226, NFATC2, and inflammatory cytokines. Functionally, VCB1 induced cell cycle arrest and apoptosis. Conclusions: ACLY represents an integrated metabolic and signaling vulnerability in lymphoma. VCB1 suppresses lymphoma growth across TKI-sensitive and resistant models by disrupting lipid and nucleotide metabolism, metabolic adaptation and ISR and redox homeostasis supporting ACLY inhibition as a therapeutic strategy for TKI-resistant lymphoma.

Venetoclax and azacitidine (ven-aza) is a standard of care therapy for newly diagnosed acute myeloid leukemia (AML) patients unfit to receive intensive therapy, and may also be appropriate for certain fit patients. Models predicting response to ven-aza currently focus predominantly on genetics. Here, we present two multimodal fusion models: a custom ResNet-34-based model and a pathology foundation model fine-tuned for bone marrow smear (BMS) images that combine clinical and genetic variables with whole slide images. Training on 193 newly diagnosed AML patients who received ven-aza, we obtained an area-under-the-receiver-operating-characteristic (AUROC) of 0.79 and 0.82 for the ResNet-based and fine-tuned foundation models in a heldout test set, and 0.76 and 0.73 in an external validation set, predicting best response to this therapy. Sensitivity analysis showed that fusing image data with clinical and genetic variables outperformed training on either modality alone. In univariable and multivariable analyses, image-based classification was an independent predictive marker, second only in effect size to IDH1/2 mutation status, outperforming other genetic alterations. Image-based explainability showed high model attention on myeloblasts, suggesting previously unrecognized cell-specific patterns associated with response. Our findings suggest BMS images complement genetic biomarkers to refine outcome prediction in ven-aza treatment and incentivize AI-supported outcome prediction, including bone marrow morphology.

Platelet-leukocyte aggregates (PLAs) are a proposed interface between coagulation and immune regulation, but their distribution across leukocyte subsets beyond monocytes and neutrophils, and their behavior in acute disorders of immune regulation, such as sepsis and severe trauma, remain largely undefined. The study of thromboimmune mechanisms in these acute conditions has relied heavily on murine sepsis models, whose species differences in platelet and leukocyte biology limit translation to human disease. Direct measurement in human whole blood is needed yet reported PLA frequencies vary widely because quantification is highly sensitive to sample handling. Here we present a robust, minimally manipulative 27-color spectral flow cytometry protocol that allows simultaneous deep immunophenotyping and classification of PLAs across >40 leukocyte subpopulations. In healthy donors, PLA frequency ranged from 1.7% on memory CD4 T cells to over 50% on monocyte subsets, with monocytes contributing 25% of all PLAs. We also found novel platelet-binding leukocyte populations, including Th9 and Th22 CD4+ T cells. Optimization identified anticoagulant choice, centrifugation conditions, dilution, and sample processing time as key determinants of reproducible measurement; PLA quantification was validated by imaging flow cytometry. In a small validation cohort of sepsis and trauma patients, the assay recapitulated established immunophenotypic features of critical illness, including neutrophilia and myeloid-derived suppressor cells (MDSC) expansion, and quantified PLAs within each subset. This protocol provides a reference framework for studying thromboinflammation and other dysregulated immune response diseases directly in human blood, and a foundation for further studies, defining the mechanisms and clinical relevance of platelet-leukocyte interactions in disease.

Sphingolipids are bioactive lipids that regulate key signaling pathways both directly as ligands and through membrane re-organization. Ceramide sits at the center of this network and is considered pro-death in many contexts, making ceramide accumulation an attractive therapeutic strategy. Given the wide-ranging regulation of cellular responses this network exerts, better understanding ceramide metabolism may promote therapeutic efficacy of sphingolipid-based therapeutics. Ceramide glycosylation, catalyzed by glucosylceramide synthase (GCS; UGCG), is in turn widely regarded as a detoxification route thus limiting efficacy of ceramide- based therapeutics. Here we show the opposite. Delivery of short-chain C6-ceramide via a ceramide nanoliposome (CNL) induced organelle stress and cell death in chronic lymphocytic leukemia (CLL) via the accumulation of glycosphingolipids (GSLs), rather than through ceramide itself. Pharmacologic and genetic blockade of GCS protected B-cell leukemia, breast carcinoma, glioblastoma, lung adenocarcinoma, and non- malignant embryonic kidney cells from CNL-induced death. Conversely, exogenous C8-glucosylceramide was sufficient to kill cells that cannot degrade it. We show that GSL accumulation drives an ordered organelle response beginning with lysosomal deacidification, endoplasmic reticulum stress, followed by mitochondrial respiratory capacity decline, each attenuated by inhibition of GSL synthesis. These effects were accompanied by MLKL phosphorylation, increased activity of the stress sensor JNK and CHOP induction, with JNK inhibition partially protecting from death. These findings invert the prevailing view of ceramide glycosylation as a resistance mechanism and identify glycosphingolipid flux as a required effector arm of ceramide-directed therapy.

CBFA2T3-GLIS2 (C/G) defines a high-risk pediatric AML subtype in which de novo enhancer rewiring sustains an aggressive leukemic transcriptional state. The early epigenomic mechanisms reinforcing this program and linking it to leukemic survival remain incompletely defined. Here, we identify enhancer-proximal hypermethylation as a noncanonical, transcription-permissive feature of C/G AML. Using primary C/G-positive AML samples and a developmentally relevant C/G-transformed cord blood hematopoietic stem/progenitor cell model, we integrated DNA methylation, chromatin state, fusion occupancy, and gene expression across early and leukemia-stage contexts. Early C/G-associated hypermethylated regions localized near H3K27ac/H3K4me1-marked active or primed cis-regulatory elements, were enriched for ERG/ETS-like motifs, and showed related architecture in leukemia-stage contexts. DNMT3B was prominently increased in C/G contexts, and its loss selectively altered methylation-associated gene expression without measurably changing global 5mC. Genetic DNMT3B loss increased venetoclax sensitivity in vitro, while pharmacologic DNMT3B inhibition with Nanaomycin-A similarly enhanced venetoclax response. During venetoclax treatment, DNMT3B-deficient xenografts showed reduced disease burden and prolonged survival. To assess whether this interaction extended to clinically used hypomethylating agents, azacitidine or decitabine plus venetoclax induced apoptosis-related transcriptional programs and mitochondrial depolarization. These findings identify hypermethylated active cis-regulatory elements as C/G-associated states linked to transcriptional dysregulation and venetoclax response.

Dual PARP1/2 inhibitors (PARPi) selectively eliminate BRCA1/2-deficient cancers and represent the first targeted therapy for homologous recombination (HR)-deficient cancers. However, their use in maintenance therapy is limited by severe anemia and an increased risk for therapy-related leukemia. These toxicities are unexpected because PARP1 loss, which eliminates most DNA-damage-induced PARylation, does not cause anemia in mice. In contrast, PARP2 loss or catalytic inactivation causes anemia, motivating the development of PARP1-selective inhibitors. Using wild-type (WT), Parp1-/- and Parp2-/- mice, we show that hematopoietic toxicity of FDA-approved PARPi is driven primarily by inactive PARP1 rather than PARP2 inhibition. Accordingly, PARP1-selective inhibitors also cause PARP1-dependent anemia. Somatic expression of catalytically inactive Parp1 (Parp1E988A) causes lethal bone marrow failure, not found with somatic deletion of both Parp1&2. Mechanistically, inactive PARP1 obstructs the repair of diverse DNA lesions, including gaps, nicks, and Top1-cc, in contrast to the nick-selectivity of Parp2. In cells, inactive PARP1 compromises PARP2 recruitment to DNA lesions and causes severe genomic instability and mitotic bridges absent in Parp1&2-null cells. Thus, PARPi-induced hematopoietic toxicity is driven primarily by PARP1 inactivation, informing the design and use of next-generation PARP inhibitors.