Experimental Hematology

Clinical evidence demonstrates that ex vivo gene therapy and genome engineering of hematopoietic stem and progenitor cells (HSPCs) could represent one-time cures. However, while genome editing itself has become increasingly efficient and precise, the toxic conditioning required for hematopoietic stem cell transplantation remains a major barrier to broad clinical implementation of these otherwise curative therapies. In particular, the use of busulfan for myeloablative conditioning constitutes a major safety concern. While preclinical studies established CD117 as a promising target for antigen-specific therapy, clinical translation faced setbacks balancing efficacy and safety. To overcome current limitations, we generated a new CD117-blocking monoclonal antibody (CIM058) and demonstrate its potency to block wild-type HSPCs. To enable long-term blockade of host HSPCs even after transplantation, we used prime editing to engineer CIM058-resistant human CD34+ HSPCs. When combined, CIM058 and the epitope engineered CD34+ HSPCs ameliorated disease phenotype in a {beta}-thalassemia model. Our results suggest that this approach may overcome the reliance on busulfan or other myeloablative conditioning regimens with their associated morbidities, and by enabling toxin-free conditioning and in vivo selection of edited cells, may facilitate clinical implementation of these highly valuable genetic therapies.

Adult long-term hematopoietic stem cells (LT-HSCs) are classically defined by self-renewal, multilineage regenerative capacity, and relative quiescence, but how and when lifelong LT-HSCs are established during development remains unclear. Here, we demonstrate that Hoxb5 fetal liver HSCs exhibit bona fide LT-HSC activity, including long-term multilineage reconstitution and serial transplantation capacity, whereas Hoxb5- fetal liver HSCs display limited regenerative potential. Embryonic lineage tracing further demonstrates that E14.5 Hoxb5-expressing hematopoietic cells contribute broadly to adult hematopoiesis, including the adult HSC compartment, and give rise to functional adult LT-HSCs. Across developmental stages, single-cell transcriptional profiling revealed that fetal Hoxb5 HSCs remain highly proliferative while maintaining canonical LT-HSC transcriptional programs and superior repopulating activity relative to predominantly quiescent adult Hoxb5 HSCs. Fetal Hoxb5 HSCs also exhibited elevated ITGA4-mediated adhesion programs, and disruption of the ITGA4-VCAM1 axis impaired engraftment following transplantation. Together, these findings establish a developmental continuum linking fetal and adult LT-HSCs and identify enhanced ITGA4-mediated adhesion as a defining feature of fetal LT-HSCs.

Hematopoietic stem cells (HSCs) in the adult mouse can be prospectively isolated to near-purity through phenotypic markers, enabling detailed analysis of stem cell function. Homeobox B5 (Hoxb5) was previously identified as a definitive marker of long-term (LT) HSCs in adult bone marrow1. In contrast, fetal HSCs have not been purified to the same extent. Here, we show that Hoxb5 is expressed in fetal liver (FL) HSCs at embryonic day (E) 12.5-16.5 using a single-color tri-mCherry reporter driven by endogenous Hoxb5 regulation. Prospective purification by stringent multiparameter flow cytometry revealed Hoxb5 FL-HSCs to exhibit robust, multilineage reconstitution upon serial transplantation. Quantitative assays reveal that Hoxb5 enriches FL-HSCs to near-single-cell purity, analogous to its role in the adult bone marrow, underscoring its reliability in distinguishing LT-HSCs throughout hematopoietic ontogeny. Notably, Hoxb5 expression is not exclusive to FL-HSCs, as it is also detected across the fetal liver hematopoietic hierarchy and in fetal liver endothelial cells, suggesting developmental stage-specific regulation of its expression. In addition, single-cell RNA sequencing of FL-HSCs identified distinct transcriptional states defined by Hoxb5 expression. These findings establish Hoxb5 as a robust marker for enhancing the purification of fetal liver phenotypic HSCs (pHSC) and provide a framework for dissecting the molecular regulation of HSC ontogeny.

Hematopoietic stem and progenitor cell (HSPC) niches support lifelong production of blood and immune cells. Recently, we identified a gene signature unique to HSPC niche endothelial cells that is highly conserved across species and developmental time, and includes the scavenger receptors, stab1/2 and mrc1a. Whether these receptors support HSPC development in the niche remains unclear. To investigate this, we used chemical inhibition and CRISPR mutagenesis in zebrafish and found that loss of stab2, and to a lesser degree stab1, reduced the number of embryonic HSPCs labeled by runx1:mCherry. Subsequent analyses of runx1:mCherry; cd41:GFP double transgenic embryos revealed an imbalance in the HSPC pool in stab2 mutants, with reductions in sub-populations containing stem cells and erythroid progenitors, the latter of which was most decreased. Our findings suggest stabilin scavenger receptors support HSPC development in the fetal niche, which could inform clinical strategies for culturing and expanding HSPCs.

Hematopoietic stem cells (HSCs) generated from induced pluripotent stem cells (iPSCs) offer a promising patient-specific alternative to allogeneic transplantation, yet current differentiation protocols fail to fully recapitulate in vivo HSC maturation. During mouse development, yolk sac (YS)-derived macrophages populate the aorta-gonad-mesonephros (AGM) region at the time of HSC emergence, but the mechanisms by which they support ex vivo hematopoietic stem and progenitor cell (HSPC) generation remain poorly defined. Bulk RNA sequencing revealed that mature AGM CD206 macrophages upregulate pro-inflammatory cytokines and the adhesion molecule F4/80. Using F4/80 knockout embryos, we identify a previously unreported, niche-specific role for F4/80 in restraining the frequency and colony-forming activity of HSPC subsets in the AGM, while supporting endothelial cell maintenance; this effect was absent in the YS. Lineage-tracing with a Cdh5-CreERT2;Rosa26LSL-tdTomato pulse-chase system confirmed that both CD206 and CD206- AGM cells originate from early YS-derived endothelial precursors, with no evidence of local macrophage generation within the AGM. Functional co-culture assays further demonstrated that the ability of CD206 macrophages to enhance the progenitor potential of hemogenic endothelium is AGM-specific and not an intrinsic, ontogeny-determined property, as YS macrophages failed to confer the same benefit even when paired with AGM endothelial cells, and AGM macrophages were ineffective with YS endothelium. Differential expression and NicheNet ligand-receptor interaction analyses identified a small set of AGM-restricted macrophage genes - including Mmp2, Nrep, Ccl2, and Cxcl16 - which are predicted to interact with both endothelial and cluster cells during endothelial-to-hematopoietic transition. Together, these findings establish that AGM macrophages acquire niche-specific transcriptional and functional properties upon entry into the aortic microenvironment, independent of their YS origin, and identify candidate macrophage-derived factors and a novel regulatory role for F4/80 in shaping HSPC output. These insights may guide the refinement of iPSC-based HSC differentiation protocols through the targeted, temporally controlled addition of macrophage-associated signals.

Hematopoietic stem cells (HSCs) play a pivotal role in the lifelong maintenance of hematopoiesis. However, heterogeneity and age-related alterations in HSC populations hinders accurate HSC analysis. Here, we show that bone marrow (BM) macrophage fragments that preferentially express F4/80 adhere to proliferative rather than dormant HSCs. The adhesion of macrophage fragments to proliferative HSCs occurred throughout the process of BM cell preparation in vitro. Consistently, proliferative HSCs express genes involved in the adhesion of macrophage fragments at higher levels than dormant HSCs. Notably, by using that as a benchmark, dormant HSCs can be easily identified as F4/80lowHSCs throughout their lifespan, thereby revealing that they retain considerable stemness and remain functional with aging. Collectively, we propose a novel and straightforward method for the rapid identification, isolation, and analysis of distinct HSC subpopulations, which will be helpful for a wide range of hematological studies and will provide insights into HSC biology.

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.

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.

The specification of hematopoietic stem cells (HSCs) is tightly regulated by multiple transcription factors and signaling pathways. Inflammatory signaling is pivotal for embryonic HSC development, but the mechanisms that activate it in vivo remain poorly understood. Here, we show that Toll-like receptor 7 (TLR7) is essential for the emergence of embryonic HSC in both zebrafish and mouse embryos. TLR7 deficiency reduces HSC numbers but not primitive or definitive progenitors. Conversely, the TLR7 agonist R848 enhances embryonic HSC development. Mechanistically, TLR7 signaling acts through interferon regulatory factor 5 (IRF5) to induce the expression of inflammatory cytokines, which subsequently activate Notch signaling to promote HSC emergence through a non-cell-autonomous mechanism. Notably, we identify microRNA-146a (miR-146a) as a potential endogenous activator of TLR7, inducing inflammatory signaling and promoting HSC development. Pharmacological treatment with miR-146a significantly increases HSC numbers in zebrafish embryos. Together, our findings reveal a crucial role for miR-146a-TLR7-IRF5 signaling axis in HSC emergence, providing insights into the endogenous factors that drive tonic inflammatory signaling during normal hematopoiesis and suggesting the translational potential of TLR7 agonists and miR-146a for stem-cell-based therapeutics. Significance StatementThe embryonic origin of hematopoietic stem cells (HSCs) requires inflammatory signals, but the endogenous factor that triggers this process remains elusive. We identify microRNA-146a (miR-146a) as a natural activator of Toll-like Receptor 7 (TLR7) signaling, which is essential for HSC emergence. This miR-146a-TLR7 axis functions through IRF5 and inflammatory cytokines to activate the Notch signaling, specifically promoting embryonic HSC development. Our work addresses the critical question of endogenous ligands that mediate tonic inflammatory signaling in normal hematopoiesis, uncovers novel crosstalk between miRNAs and innate immunity in HSC specification, and identifies promising candidates for stem cell-based therapeutics.

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

Transcription factor CEBPA is mutated in 10-15% of acute myeloid leukaemia (AML), a haematopoietic malignancy with high mortality. CEBPA mutations show a distinct pattern, and most patients are biallelic, carrying both an in frame C-terminal mutation and a frameshift N-terminal mutation on opposing alleles. Rare N-terminal germline cases have 100% penetrance to AML, all with an acquired a C-terminal mutation. This suggests a selective pressure from one CEBPA mutation to develop another. Our zebrafish models faithfully recapitulate the human disease. All biallelic mutant combinations die by 4-6 weeks of age, with pre-leukaemic haematopoietic stem cell (HSC) expansion. C-terminal and N-terminal mutants show phenotypic differences in myeloid primed HSC and differences in the myeloid differentiation block. RNA-Seq identified differentially expressed genes in opposing vectors. We identified phosphatase receptor PTPRJ as a candidate driver of clonal selection, with knock-out of ptprja in our fish accelerating pre leukaemic expansion of HSC in C-terminal mutants, decelerating it in N-terminal mutants. Cebpa mutant murine cells exhibit changes in differentiation and a clonal advantage with loss of Ptprj, which perturbs key signalling pathways. Our data suggest that PTPRJ contributes to the mechanism of leukaemogenesis in CEBPA mutant AML by driving the selective pressure from each mutation to develop the other.

Zebrafish combines the power of genetics and unparalleled in vivo imaging for investigating the dynamics of vertebrate hematopoietic development. Across species, the transcription factor Runx1 is essential for definitive hematopoiesis. We generated a zebrafish runx1-2A-creERT2 CRISPR knock-in for tamoxifen-regulated Cre recombinase Runx1 lineage tracing and characterized its activity using the ubi:Switch recombinase-dependent fluorescence reporter, microscopic live imaging and flow cytometry. Tamoxifen treatment beginning at gastrula stage labeled all expected Runx1 lineages in the early embryo, including neuroectodermal olfactory placode and Rohan-Beard neurons, primitive hematopoietic blood cells, and nascent hematopoietic stem and progenitor cells (HSPCs) in the dorsal aorta. Runx1 HSPCs colonized the larval caudal hematopoietic tissue and thymus from three to five days of development. Timed tamoxifen induction of Cre activity allowed separation of Runx1 primitive hematopoiesis from definitive HSPC emergence and larval stem cell niche colonization. Flow cytometry of kidney marrow and peripheral blood from adults treated with tamoxifen at gastrula stage revealed Runx1 embryonic hematopoietic cells contributed to adult hematopoietic precursors, myeloid, lymphoid, and peripheral blood lineages. Labeling of all blood lineages was also effective by tamoxifen treatment of 5-month-old adults. The zebrafish runx1-2A-creERT2 line provides a powerful tool for precise spatial and temporal analysis of Runx1 progenitor mechanisms in developmental and adult hematopoiesis. Key PointsO_LIzebrafish endogenous runx1-2A-creERT2 provides inducible Cre recombinase genetic analysis in all runx1 neuromesodermal and blood lineages C_LIO_LIzebrafish runx1-2A-creERT2 line enables in vivo spatial and temporal analysis of embryonic and adult hematopoiesis C_LI

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.

Molecular testing in hematology requires different assays for disease subgroup identification, risk stratification and selection of appropriate treatment regimens. Yet, molecular tests are not necessarily standardized between diagnostic laboratories, resulting in varying turnaround times and potentially divergent results. To resolve this issue and enable single-assay molecular testing, we have developed a hierarchical classification framework that combines epigenetic and genetic data from whole genome nanopore sequencing (WGNS) with machine learning to determine disease entities, epigenetic subgroups (epitypes) and genetic aberrations in hematopoietic neoplasms. We curated DNA methylation data from 5,420 samples and trained a classifier allowing entity-level diagnostics featuring 21 conditions, including healthy controls, acute and chronic myeloid and lymphoid neoplasms. This classifier was subsequently combined with entity-specific epitype classifiers predicting 44 therapeutically or prognostically relevant states, followed by integration of genetic data. Benchmarking of the combined (epi-)genetic testing strategy using WGNS confirmed high accuracy in the detection of diagnostic groups and risk stratification, and identified diagnosis-defining molecular alterations that were not reported by standard-of-care work-up.

Invasive pulmonary aspergillosis poses a life-threatening complication in immunocompromised individuals, including recipients of allogeneic hematopoietic cell transplantation (allo-HCT). By contrast, immunocompetent individuals are usually protected against infection with Aspergillus fumigatus, the causative agent of aspergillosis. The mechanisms underlying pulmonary innate immune protection remain poorly understood. Here, we identify alveolar macrophages (AMs) as key players in pulmonary antifungal defense. In immunocompromised mice, AMs conferred protection against lethal invasive aspergillosis by day 6, but not day 4 post-allo-HCT. To enhance AM function at the earlier time point, we tested cytokine-based interventions and showed that M-CSF, but not IL-34, which both bind to the CSF-1 receptor, promotes migratory activity, phagolysosomal function and fungal killing in both mouse and human primary tissue-resident AMs. In allo-HCT recipient mice, M-CSF treatment preserved lung tissue integrity, suppressed pro-inflammatory cytokines, and protected mice from lethal invasive aspergillosis. The M-CSF-driven protective effect was abrogated upon AM depletion. Our findings demonstrate a critical role of tissue-resident AMs in pulmonary antifungal immunity and suggest that therapeutic modulation of AM activity via M-CSF may offer a promising strategy to combat severe fungal infections in immunocompromised patients.

LZTR1 negatively regulates RAS family proteins via proteasomal degradation. Germline loss-of-function variants cause Noonan syndrome, with emerging evidence implicating LZTR1 in predisposition to childhood acute lymphoblastic leukemia (ALL), though its role in hematopoiesis remains poorly defined. Screening 1,587 children with ALL identified LZTR1 variants in 44 patients (2.8%). Germline variants were detected in 32 patients (2.0%), a frequency comparable to that observed in the general population (1.75%; 1,925/110,017; p=0.50). Somatic LZTR1 alterations were identified in 22 patients (1.4%) and were predominantly bi-allelic, arising through either a germline-plus-somatic or dual somatic configuration. They persisted at relapse. Despite enrichment in favorable-risk subtypes (ETV6::RUNX1, high-hyperdiploid, ERG/DUX4), bi-allelic LZTR1-mutated cases showed delayed minimal residual disease clearance and higher late relapse risk, identifying a subgroup unsuitable for treatment de-escalation. LZTR1 expression was increased in most wild-type leukemias, consistent with a compensatory response to aberrant RAS pathway activation. Bi-allelic LZTR1 inactivation abolished RAS regulation, leading to deregulated canonical RAS expression and ectopic expression of the non-canonical RIT1 protein, whose involvement in ALL has not previously been reported. These findings establish LZTR1 as a classical tumor suppressor in ALL via a two-hit model. Monoallelic alterations show insufficient signaling perturbation and low germline penetrance, whereas bi-allelic inactivation acts as a driver event linked to a high risk of late relapse despite favorable genomics.

Internal-tandem-duplication of the receptor tyrosine kinase FLT3 (FLT3-ITD) generates ligand-independent signaling and is highly recurrent in acute myeloid leukemias (AMLs). One way signaling pathways can quickly influence cell fates is by phosphorylating key fate-determining proteins to trigger their proteolysis. We investigated the master transcription factor (MTF) driver of granulo-monocytic lineage-fates, CEBPA, for regulation by this mechanism because we found high CEBPA mRNA but little CEBPA protein in FLT3-ITD versus FLT3-wildtype AML cells, and inhibiting FLT3-ITD signaling with tyrosine kinase inhibitors (TKI) rapidly rescued CEBPA protein. Mass spectrometry analyses of CEBPA and its interactome demonstrated prominent interactions with major ubiquitin-proteosome pathway (UPP) components UHRF1 and USP7. TKI treatments decreased CEBPA and USP7 phosphorylations at serine 21 and serine 18 respectively alongside shifts in CEBPA interactions from degradative ubiquitin-ligase UHRF1 toward protective deubiquitinase USP7. The rescued CEBPA activated granulocytic-differentiation. Supporting that the serine-phosphorylations were phospho-degrons, UPP-inhibitors (bortezomib, MG132) increased phosphorylated and total CEBPA and USP7. The MTF regulator of apoptosis p53 is a known USP7 client, therefore, we also evaluated p53 status: TKIs and UPP-inhibitors stabilized USP7 and p53, triggering apoptosis in addition to granulocytic-differentiation specifically in FLT3-ITD but not FLT3-wildtype AML cells. UPP-inhibitors produced these consequences in TKI-resistant FLT3-ITD AML cells also. These data predicted genetic loss-of-function to CEBPA or TP53 is redundant in the FLT3-ITD context, borne out by mutual exclusivity of the mutations in clinical series. In summary, FLT3-ITD signals for CEBPA and p53 proteolysis to block lineage-maturation and apoptosis, positioning UPP-inhibitors as therapeutic candidates acting downstream of TKIs. KEY POINTSO_LIThe oncoprotein kinase FLT3-ITD signals for CEBPA and p53 proteolysis and hence suppresses lineage-differentiation and apoptosis C_LIO_LIProteosome-inhibitors are candidate remedies to restore CEBPA and p53, acting downstream of presently used FLT3-ITD kinase inhibitors C_LI GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=171 SRC="FIGDIR/small/738455v1_ufig1.gif" ALT="Figure 1"> View larger version (56K): org.highwire.dtl.DTLVardef@6ae211org.highwire.dtl.DTLVardef@12003bforg.highwire.dtl.DTLVardef@d62eb9org.highwire.dtl.DTLVardef@1958693_HPS_FORMAT_FIGEXP M_FIG C_FIG

Blood group antigens, defined by epitopes on the erythrocyte surface, are central to transfusion safety and maternal-fetal compatibility. While the genetic basis of many clinically relevant blood group antigens is well established, which structural and biophysical parameters determine whether a single-nucleotide variant gives rise to an antigenic phenotype remains unclear. Here, we integrate structural, biophysical, and evolutionary analyses to systematically evaluate features associated with single amino acid substitutions across 24 human protein-based blood group systems. We analyse 319 variants with curated phenotypic annotations alongside 481 control variants, identifying key determinants of null and antigenic phenotypes. Null variants are characterized by high evolutionary conservation, burial within the protein core, loss of hydrophobicity, increased polarity, and a propensity for arginine substitutions. Antigenic variants are also enriched in arginine; however, in contrast to null variants, they tend to occur at less conserved, more solvent-accessible, and structurally flexible sites. Supervised machine learning models trained on structural and biophysical descriptors were applied to distinguish (i) null and (ii) antigenic variants from controls, achieving balanced accuracies of 0.82 and 0.63, respectively. Feature importance analysis identified predicted pathogenicity, solvent accessibility, and evolutionary conservation as the most predictive determinants of null variants, whereas hydrophobicity, conservation, and flexibility dominated antigen prediction. This work establishes a framework linking molecular variation to blood group phenotypes and provides a foundation for predicting the impact of novel missense mutations in transfusion medicine and beyond.

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.

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.