Citations

Background: Splanchnic venous thrombosis (SVT) is a potentially severe and frequently underdiagnosed complication following splenectomy in patients with hematologic diseases. Despite its clinical importance, no standardized, evidence-based guidelines currently exist to inform perioperative prevention, diagnosis, or treatment in this population. Materials and Methods: A systematic review and meta-analysis were conducted following PRISMA guidelines to estimate the incidence and risk factors for SVT after splenectomy in patients with hematologic diseases. Twenty-eight observational studies comprising 5025 patients were included. Risk factor data were analyzed using random-effects models. In parallel, an international Delphi consensus process was performed involving 35 experts (hematologists and surgeons) from 14 countries. Experts were assigned to five domain-specific groups and developed clinical statements on prophylaxis, diagnosis, and management of SVT. Consensus was defined as ≥80% agreement, and recommendations were graded using the GRADE framework. Results: The pooled incidence of SVT after splenectomy was 11.4%, with higher rates in studies using routine imaging (20.7%) and those conducted at single centers (15.1%). Splenic size and weight were significant risk factors, while age, BMI, and platelet count were not. Disease-specific risk was highest in patients with myeloproliferative neoplasms, lymphoma, and thalassemia. The Delphi process generated 25 consensus statements, 14 of which were classified as strong recommendations. Key guidance included perioperative vaccination, individualized thromboprophylaxis with BMI-adjusted low molecular weight heparin, selective Doppler-based screening in high-risk patients, and stepwise anticoagulation regimens based on thrombus burden and clinical evolution. Conclusion: This study presents the first international consensus-based guidelines for managing SVT after splenectomy in patients with hematologic disease. Developed through systematic evidence synthesis and expert consensus, these recommendations provide a practical framework rather than definitive standards of care and support individualized prevention, detection, and treatment strategies in this high-risk population.

Abstract Context Adult growth hormone (GH) deficiency (GHD) is characterized by metabolic abnormalities caused by insufficient GH production. Lonapegsomatropin, a prodrug administered once weekly, was designed to provide sustained release of unmodified somatropin to reduce the burden of daily somatropin injections. Objective This work aimed to evaluate the efficacy and safety of lonapegsomatropin vs placebo as treatment for adults with GHD. Methods The foresiGHt trial was a multicenter, randomized, parallel-arm, placebo-controlled (double-blind) and active-controlled (open-label) trial (NCT04615273) conducted at 116 centers in North America, Europe, and Asia-Pacific. The trial randomly assigned and dosed 259 adults with GHD. Participants were randomly assigned 1:1:1 to receive once-weekly lonapegsomatropin, once-weekly placebo, or daily somatropin for 38 weeks. The primary efficacy end point was change from baseline in trunk percent fat at week 38. Secondary efficacy end points included change from baseline in trunk fat mass and total body lean mass. Results At week 38, lonapegsomatropin significantly reduced trunk percent fat (−1.68% vs +0.37%; least squares [LS] mean difference −2.04%; P < .001), increased total body lean mass (+1.60 kg vs −0.11 kg; LS mean difference 1.70 kg; P < .0001), and reduced trunk fat mass (−0.48 kg vs +0.22 kg; LS mean difference −0.70 kg; P = .0053) vs placebo. The safety and tolerability profile of lonapegsomatropin was comparable to somatropin. Conclusion The foresiGHt trial met its primary efficacy end point by demonstrating superiority of lonapegsomatropin vs placebo with similar safety and tolerability, supporting its potential as a once-weekly treatment option for adults with GHD.

Importance The choice of induction agent during rapid sequence intubation (RSI) of critically ill adults may affect clinical outcomes. Although ketamine and etomidate are frequently used for RSI, their comparative effectiveness remains controversial. Objective To compare the safety of etomidate vs ketamine for emergency RSI in critically ill adults. Design, Setting, and Participants This cohort study used a target trial emulation with observational data collected between March 1, 2022, and April 30, 2024, from 18 emergency departments across Brazil, with data from the Brazilian Airway Registry Cooperation. Adults who underwent RSI and received either etomidate or ketamine as a sole hypnotic agent were included; those with preintubation cardiac arrest or immediate postintubation transfer were excluded. Exposure Administration of etomidate or ketamine as the induction agent for RSI. Main Outcomes and Measures The primary outcome was 28-day in-hospital mortality. Secondary outcomes included 7-day in-hospital mortality, first-attempt intubation success, and major adverse events (new hemodynamic instability, severe hypoxemia, and cardiac arrest) within 30 minutes after intubation. Inverse probability of treatment weighting was used to adjust for confounding. Risk ratios (RRs) and risk differences (RDs) with 95% CIs were used to compare outcomes between groups. Results Among 1810 patients (median age, 64 years [IQR, 50-74 years]; 1048 men [57.9%]), 514 received ketamine and 1296 received etomidate. The median shock index was higher in the ketamine group than the etomidate group (0.81 [IQR, 0.65-1.01] vs 0.76 [IQR, 0.59-0.99]), and preintubation vasopressor use was more common in the ketamine group than the etomidate group (191 of 514 [37.2%] vs 391 of 1296 [30.2%]). Weighted 28-day mortality was higher with etomidate than ketamine (60.5% [95% CI, 57.2%-63.8%] vs 54.4% [95% CI, 45.0%-63.9%]; RR, 1.14 [95% CI, 1.03-1.27]; RD, 7.6% [95% CI, 2.0%-13.3%]). Seven-day mortality was also higher with etomidate than ketamine (35.2% [95% CI, 32.0%-38.3%] vs 30.1% [95% CI, 23.5%-36.7%]; RR, 1.19 [95% CI, 1.04-1.35]). New hemodynamic instability within 30 minutes after intubation was more frequent with ketamine (24.2% [95% CI, 20.4%-28.0%] vs 18.9% [95% CI, 16.7%-21.0%]; RR, 0.78 [0.64-0.95]). There were no statistically significant differences in the other secondary outcomes. Conclusions and Relevance In this cohort study of critically ill adults undergoing RSI, etomidate use was associated with higher in-hospital mortality at 7 and 28 days compared with ketamine. These findings highlight the need for definitive randomized clinical trials to compare both agents.

PURPOSE The HER2CLIMB-05 study (ClinicalTrials.gov identifier: NCT05132582 ) is investigating the efficacy and safety of adding tucatinib to trastuzumab and pertuzumab as first-line (1L) maintenance therapy in patients with human epidermal growth factor receptor 2–positive (HER2+) metastatic breast cancer (MBC). METHODS Patients with centrally confirmed HER2+ MBC without evidence of progression post induction therapy and no or asymptomatic brain metastases (BM) were enrolled. Patients were randomly assigned 1:1 to tucatinib (300 mg) or placebo twice a day combined with trastuzumab/pertuzumab. The primary end point is investigator-assessed progression-free survival (PFS); secondary end points include overall survival (OS), PFS per blinded independent central review, CNS-PFS, and safety. RESULTS Between March 2022 and July 2024, 654 patients were randomly assigned to tucatinib (n = 326) and placebo (n = 328) arms. All patients were female (median age, 54 years), 69.3% had de novo MBC, 52.6% were hormone receptor–positive, and 12.4% had presence/history of baseline BM. In this primary analysis, PFS was statistically significantly improved with addition of tucatinib versus placebo (hazard ratio, 0.641 [95% CI, 0.514 to 0.799]; P < .0001; median PFS: 24.9 v 16.3 months); a PFS benefit was seen regardless of the presence/absence of BM or hormone receptor status. OS data remain immature. The most common treatment-emergent adverse events (TEAEs) in the tucatinib arm were diarrhea (72.7%), nausea (33.1%), and elevated liver enzymes (ALT: 28.2%; AST: 25.8%), of which 6.1%, 0.9%, 13.5%, and 7.1%, respectively, were grade ≥3. In the tucatinib arm, 13.5% discontinued tucatinib because of TEAEs. CONCLUSION Tucatinib addition to trastuzumab and pertuzumab demonstrated improvement in PFS with no new safety signals identified and may be an option for 1L maintenance therapy in patients with HER2+ MBC.

Abstract Direct in vivo T cell engineering offers a new paradigm for CAR T delivery. We have evaluated several approaches to engineer lentiviral (LV) vectors capable of delivering CAR transgenes directly and selectively to T cells in vivo, within the lymphoid niche. Our goal was to develop an LV delivery platform that following intravenous administration can selectively bind and activate T cells, deliver and integrate the (CAR) transgene into genomic DNA, and drive CAR expression on the T cell surface. Further requirements were that the retargeted LV should be associated with minimal off-target transduction of tumor cells and normal host tissues and should be manufacturable at titers sufficient for human application. Our strategy for retargeting has been to modify the trimeric VSV-G protein, which is well established for efficient LV pseudotyping. Of the approaches evaluated, three retargeting platforms have proven to be effective: direct covalent display, indirect covalent display, and G-capping. Direct covalent display. This (LV-169) approach uses chimeric VSV-G protein that contains a CD3-targeting ligand displayed as a N-terminal extension of VSV-G protein that has been mutated to ablate (blind) its interaction with the LDL receptor. Chimeric and nonchimeric blinded G proteins are co- incorporated into LV particles within mixed envelopes which bind to CD3. Upon binding to cell surface CD3, the engineered particles activate T-cells and enter acidifying endosomes, whereupon they trigger membrane fusion and deliver their payloads. LV-169 displaying an anti-human CD3 scFv selectively transduced resting human T cells in PBMC cultures, in fresh human whole blood and following intravenous administration to humanized mice. In immunocompetent Cre reporter mice, surrogate vectors displaying anti-murine CD3 scFv selectively transduced lymph node resident T cells, with off-target transduction being limited to tissue-resident macrophages. To eliminate the incorporation of CAR protein into the LV-169 envelope, which can lead to highly undesirable transduction of tumor cells expressing the CAR target, we placed the CAR transgene in reverse to 5'LTR orientation, downstream of a T-cell specific promoter/enhancer. In vivo efficacy of LV-169-BCMA-CAR was demonstrated in humanized mice bearing disseminated OPM-2 myeloma tumors. Clinical translation of this construct is now underway. Indirect covalent display. In this G-protein engineering approach, a short peptide (SPY-tag) is displayed as an N-terminal extension of the LDLR-blinded VSV-G protein. The SPY-tagged LV vectors are then covalently modified to display a CD3-targeting ligand by simply mixing them at room temperature with a bifunctional fusion protein consisting of the SPY-catcher and the CD3 ligand. Under these conditions, the SPY-catcher and the SPY-tag spontaneously form a covalent isopeptide bond. The CD3 ligand-modified LV particles were shown to specifically activate and transduce T cells ex vivo within human PBMC cultures. G-capping. In the final approach, the VSV-G protein is not genetically modified. Instead, a “capping” protein crosslinker that binds directly to the unmodified G protein on preformed LV particles is used to mask their LDLR binding sites and redirect them to interact with CD3. Mixing of the CD3-targeted capping protein with traditional G-pseudotyped LV particles leads to efficient binding of the cap to the trimeric G proteins. The cap-modified LV are unable to interact with LDLR but interact efficiently with CD3. CD3-capped LV particles were highly specific and efficient in human T cell activation and transduction in PBMC cultures. The association between the G protein and the bound cap is highly stable during freeze-thaw cycles and at room temperature, a critical attribute of this platform to facilitate the manufacture of a clinically and commercially viable LV product. In summary, we have developed three translationally relevant platform technologies for the generation of LV particles capable of delivering CAR transgenes specifically and efficiently to resting niche-resident T cells after intravenous administration. Manufacturing studies are underway and, in the case of the LV-169 platform, clinical translation is already in progress.

Abstract Background: A randomized multicenter trial (BMT CTN 1703) demonstrated that after reduced intensity conditioning HCT, PT-Cy-based GVHD prophylaxis led to significant reductions in acute and chronic GVHD, but was associated with significantly more Grade 2 (moderate) infections and similar overall survival vs Tac/MTX. A linked mechanistic study (BMT CTN 1801) found that PT-Cy led to pan-T cell depletion and reduced T cell receptor (TCR) repertoire diversity vs Tac/MTX. To discover the molecular mechanisms driving the association of PT-Cy with increased infections, we examined pathogen-specific T cell reconstitution in BMT CTN 1801 patients (n=165 PT-Cy, n=159 Tac/MTX). Methods: We performed deep TCR sequencing on 2,369 blood samples collected pre-HCT (recipient baseline) and on Days +7, 14, 28, 63, 100, 180, 270, 365, 730, and from the graft infusion product. We then applied a novel set of TCR classifiers (Adaptive Biotechnologies) capable of identifying pathogen-specific clones associated with CMV, EBV, SARS-CoV-2, HSV-1, HSV-2, parvovirus, RSV, influenza A, rhinovirus, adenovirus, HHV-6B, norovirus and Toxoplasma. Single-cell (sc) TCR/RNA-sequencing on a sample subset (n=26) was performed to determine the phenotype of pathogen-specific T cells. Results. By linking scRNA-seq with pathogen-specific TCR barcoding, we identified CD4 and CD8 memory T cells as their predominant T cell reservoir. We found that the total number of pathogen-specific singleton TCRs was significantly lower with PT-Cy, starting early post-HCT and persisting through 2 years. For example, at Day +14, PT-Cy patients had 7.8-fold fewer pathogen-specific singleton TCRs vs Tac/MTX (mean of 6.9 vs 54.1, p&lt;0.001). Consistent differences between PT-Cy and Tac/MTX were observed for TCRs specific for each pathogen individually. Patients who developed Grade 3 (severe) viral infections had significantly fewer pathogen-specific singleton TCRs at Day +14 compared to those who had no viral infections (mean of 4.0 vs 32.5, p=0.03). Leveraging intrinsic TCR barcoding of the HCT infusion (“graft”) and of the patient's baseline samples (“recipient”), we could assign the graft/recipient origin of the pathogen-specific cells with high fidelity. This analysis revealed pronounced differences in the origin of pathogen-specific T cells with PT-Cy vs Tac/MTX, especially prior to Day +100. The absolute number of pathogen-specific TCRs originating from the graft was significantly higher with Tac/MTX vs PT-Cy. This difference was observed from day +7 through 6 months post-HCT, with up to 7.1-fold more graft-derived pathogen-specific TCRs in Tac/MTX vs PT-Cy (p&lt;0.001 at each timepoint before day +100). Within patients who received Tac/MTX, the balance of graft vs recipient pathogen-specific clones significantly favored graft clones (for example, a mean of 14.9 graft vs 8.6 recipient pathogen-specific TCRs at Day+14, p=0.02). By contrast, with PT-Cy, in addition to having substantially fewer pathogen-specific TCRs overall, the proportion of these TCRs was not significantly different between graft and recipient clones (mean of 2.1 graft vs 3.3 recipient pathogen-specific TCRs at Day+14, p=0.42). These data uncover that, in addition to the reduction in pathogen-specific T cells with PT-Cy, there was a relative skewing of the anti-microbial T cell reservoir towards recipient cells that persisted after conditioning. Conclusions: PT-Cy led to in vivo T cell depletion across all T cell subsets, which prominently included clones tracked from the allograft itself into the HCT recipient, with a relative sparing of recipient T cell clones that survived transplant conditioning. While the mechanism for relative sparing of recipient cells has not yet been determined, these conditioning-exposed cells may be less proliferative than newly infused graft T cells. The depletion of graft T cells included CD4 and CD8 memory cells specific for infections, which may have contributed to relative deficits in protective immunity against infection in patients receiving PT-Cy. Importantly, these data suggest that with PT-Cy, persisting recipient TCRs may play a key role in preserving anti-infectious immunity. Taken together, these results provide a mechanistic basis for key post-transplant clinical outcomes of the landmark BMT CTN 1703 study. They also underscore the importance of recipient immune status with PT-Cy, creating the opportunity for targeted infection risk assessment in these patients.

Abstract Background: Infections account for over half of the non-relapse deaths among chimeric antigen receptor (CAR) T-cell recipients. Non-relapse mortality estimates are among the highest in patients with relapsed / refractory multiple myeloma (RRMM) receiving B-cell maturation antigen (BCMA)-directed CAR-T cell therapy. The current Center for International Blood and Marrow Transplantation Research (CIBMTR) study analyzed the burden, types, risk factors, and outcomes of infection and its impact on survival in 807 patients with RRMM receiving commercial idecabtagene vicleucel (ide-cel) CAR-T therapy from March 2021 to December 2023. Methods: The primary endpoint was infection density for overall infections and for organism type (bacterial, viral, or fungal) within 100 days post-CAR-T infusion. Infection density was estimated as the number of infections per 100 person days at risk, stratified into two distinct time intervals following CAR-T cell infusion: days 0-30 and days 31-100.Additional endpoints included the cumulative incidence of infections, infection-related mortality (IRM), and overall survival (OS). Multivariable Cox proportional hazards models were employed to identify factors associated with infectious complications within 100 days post-CAR-T cell infusion. Pre-specified risk factors were considered for the multivariable analysis (MVA) models. We further examined the impact of infections within 100 days of CAR-T on OS at any time beyond 100 days following CAR-T infusion. Results: Infections developed in 114 (14.1%) patients within 30 days and 226 (28%) patients within 100 days post-CAR-T infusion, resulting in an overall infection density of 0.49 per 100 patient-days and a 100-day cumulative incidence of 27.2%. Proportions of bacterial, viral, and fungal infections within 30 days of ide-cel infusion were 82 (10.2%), 50 (6.2%), and 5 (0.6%), respectively. Similarly, proportions of bacterial, viral, and fungal infections within 100 days of CAR T-cell infusion were 126 (15.6%), 125 (15.5%), and 8 (1%), respectively, with corresponding infection densities of 0.23, 0.22, and 0.012 per 100 patient-days. The 100-day cumulative incidence of bacterial, viral, and fungal infections were 14.1% (95% CI, 11.8-16.6%), 14.4% (95% CI, 12-16.9%), and 0.9% (95% CI, 0.3-1.6%) respectively. The 100-day IRM was 1.1% (95% CI, 0.5-2%). With a median follow-up of 11.6 months (1.1-26.7), 222 (27.5%) patients died, and infection was the primary cause of death in 17 cases (7.7%). In MVA, Karnofsky performance score ≤80 (p&lt;0.001), infection prior to CAR-T cell infusion requiring with ongoing treatment after d+0 (p&lt;0.001), cytokine release syndrome grade ³2 (p=0.002), and severe immune effector cell-associated neurotoxicity syndrome [ICANS] (grade ≥3) (p&lt;0.001) were associated with an increased infection risk within 100 days post-infusion. Similarly, infection prior to CAR-T infusion requiring with continuing treatment after d+0 (p&lt;0.001 for bacterial and p=0.003 for viral infections) and grade ≥3 ICANS (p&lt;0.001 for bacterial and p=0.015 for viral infections) significantly conferred a heightened risk for bacterial and viral infections within 100 days of CAR-T infusion. Number of infections within 100 days (hazard ratio [HR], 2.36 for ≥2 vs. 0 infections; 95%CI, 1.48-3.77; p&lt;0.001), extramedullary disease or plasma cell leukemia (HR, 1.8; 95%CI, 1.19-2.74; p=0.006), and prior BCMA-directed therapy (HR, 1.57; 95%CI, 1.06-2.33; p=0.025) were independent risk factors for inferior OS beyond day+100 after CAR-T therapy. Intravenous immunoglobulin (IVIG) replacement post-CAR-T therapy conferred a survival advantage (HR, 0.52; 95%CI, 0.38-0.72; p&lt;0.001). Conclusion: In conclusion, study results demonstrate a significant incidence of infections for a prolonged duration (14.1% in the first 30 days and 28% in the first 100 days) in patients with RRMM undergoing ide-cel therapy. Notably, viral infections increased beyond d+30. Multiple infections (≥2 episodes) were associated with inferior OS. Results identify patients at an increased risk for infection and provide insights into risk-adapted interventions to mitigate infections and improve patient outcomes. Furthermore, continued surveillance for infection pre-emption and prevention beyond 3 months post-CAR T therapy may be necessary to reduce infection burden and IRM. Prophylactic strategies such as IVIG replacement could potentially modify infection risk in patients with RRMM receiving ide-cel.

Abstract Background and Significance Diffuse large B-cell lymphoma (DLBCL) and other LBCLs account for 35–40% of non-Hodgkin lymphoma cases in North America, Europe, and East Asia. Rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP) is the standard first-line treatment for DLBCL, achieving cure rates in approximately 60–70% of patients. However, 30–40% of patients will relapse or become refractory (R/R) to treatment, facing poor prognosis. Patients with high International Prognostic Index (IPI) scores (3–5) and those with IPI 1–2 who have bulky disease and/or very high lactate dehydrogenase (LDH) are recognized as high-risk (HR) subsets with suboptimal outcomes (Maurer et al, ASH 2023, #4512). Novel combination strategies are an area of focus for improving efficacy in this population. GOLCA is a potential, first-in-class, oral CELMoD agent designed for the treatment of lymphoma, with preferential distribution to lymphoid organs and enhanced activity in lymphoma cell lines. GOLCA drives the closed, active conformation of cereblon to induce rapid and deep degradation of Ikaros and Aiolos, leading to direct cell killing (agnostic of cell of origin [COO]) and immunomodulatory activity. In the Phase 1b study CC-220-DLBCL-001, GOLCA in combination with R-CHOP demonstrated a predictable and manageable safety profile with high rates of durable responses, irrespective of COO, in previously untreated aggressive B-cell lymphomas (BCL), including promising activity in HR patients (Amzallag et al, ASH 2024, #579). The median relative dose intensity for GOLCA and CHO components was high (97–99%), indicating uncompromised delivery of curative standard-of-care treatment and combinability. GOLCA ± rituximab has also shown encouraging efficacy and safety in patients with R/R DLBCL (Bachy et al, ICML, #148). These findings support the further study of GOLCA + R-CHOP combination in the Phase 3 setting. Study Design and Methods GOLSEEK-1 (NCT06356129) is a randomized, double-blind, placebo-controlled, Phase 3 study evaluating GOLCA + R-CHOP versus placebo + R-CHOP in patients with previously untreated HR LBCL. Approximately 850 patients with previously untreated LBCL will be randomized 1:1 to either GOLCA + R-CHOP or placebo + R-CHOP. Eligible patients include those with histologically confirmed LBCL per WHO 2022 criteria—including DLBCL (not otherwise specified [NOS], ABC/GCB), high-grade BCL with MYC and BCL2 rearrangements or NOS, T-cell/histiocyte–rich LBCL, or Epstein Barr Virus-positive DLBCL. HR status is defined by IPI ≥3, or IPI 1–2 with HR features: LDH &gt;1.3× upper limit of normal and/or bulky disease (≥7 cm lesion). All patients must have measurable disease as defined by Lugano criteria. Key exclusion criteria are other lymphoma subtypes such as primary mediastinal LBCL; primary cutaneous DLBCL-leg type, grade 3b follicular lymphoma (FL); transformed indolent lymphoma; anaplastic lymphoma kinase (ALK) positive LBCL; primary effusion lymphoma; and Burkitt lymphoma and known or suspected central nervous system involvement. Randomization will be stratified by IPI score (HR 1–2 and 3 vs 4–5) and bulky disease status (≥7 cm vs &lt;7 cm). After a screening period of ≤4 weeks, patients will receive either GOLCA (0.4 mg) or placebo orally once daily for 7 consecutive days in each of 6 cycles, combined with R-CHOP every 21 days. The primary endpoint is progression-free survival (PFS) by investigator assessment per Lugano Response Criteria. Key secondary endpoints include PFS in non–high-grade BCL, event-free survival, independently assessed complete metabolic response, undetectable minimal residual disease by PhasED-Seq (defined as undetectable circulating tumor DNA levels at end of treatment), and overall survival. Patients will be followed up for up to approximately 67 months after beginning treatment. This study is currently recruiting at 309 sites in 36 countries , across the United States, Europe, Latin America, and East Asia. Acknowledgement BMS Artificial Intelligence was used to revise existing text with human author oversight.

Abstract Background The expansion of hematopoietic stem and progenitor cells (HSPCs) in the bone marrow is universally associated with adverse outcomes and disease progression in all chronic myeloid neoplasms, to include chronic myelomonocytic leukemia (CMML). However, HSPCs are a heterogeneous cellular compartment and the impact of its composition on clinical outcomes remains poorly defined. Single cell RNA-sequencing (scRNA-seq) represents an optimal strategy to annotate cellular composition but no large clinically annotated scRNA-seq datasets are currently available. To address this, we have embarked to generate a clinically annotated 500 patient CMML scRNA-seq atlas from CD34+ enriched BMNCs to establish among the largest clinically and genetically annotated single cell references for any chronic myeloid malignancy. Here we report the interim analysis of 113 clinically annotated cases that demonstrates massive reshaping of HSPC composition that is independently a predictor of overall survival. Methods Single-cell RNA expression profiling was performed on 113 CD34-enriched CMML BMNC samples using 10x Genomics GEM-X Universal 3' Gene Expression v4 (4-plex) chemistry. Libraries were sequenced on NovaSeq S4 flow cells in two runs, and data were processed using Cell Ranger to generate gene expression matrices. A total of 502,659 single cells from 113 samples were processed using Seurat. The upper threshold for gene count was defined as the mean number of detected genes plus two standard deviations data normalization was performed using the log-normalization method. Batch correction and integration were conducted with Harmony to mitigate technical variation across pools. Descriptive statistics were used to tabulate clinical and genetic parameters. KM curves, log-rank test, and cox regression were used to calculate survival, test for statistical differences, and perform multivariate analysis, respectively. Results To derive high resolution cell annotations, we employed the SingleR algorithm using a large hematopoietic reference of over 300,000 single cells (Zhang, X. Nature Immunology, 2024). Using this approach a diverse set of cell types were identified that included HSCs, 23 myeloid progenitors, 18 erythroid progenitors, and 18 lymphoid progenitors. This diverse cellular repertoire displayed massive reshaping relative to the normal CD34 enriched reference including a &gt;53x expansion of multilineage GMPs and a &gt;100x depletion of B-cell progenitors consistent with the known myeloid skewing seen in this disease. To understand whether expansion of specific progenitors was associated with outcomes we iteratively evaluated key progenitor populations and observed that expansions of HSC (HR 0.468 p&lt;0.005) and MEP (HR 0.485, p&lt;0.005) were associated with improved survival while GMP (HR 1.729, p=0.029) expansions were associated with inferior survival when using a cut point derived with a maximally selected ranks statistics approach. To achieve a more comprehensive metric of HSPC composition we explored GMP ratios to include GMP/HSC ratios and GMP/MEP ratios and observed that both were associated with inferior survival in univariate and multivariate when considering clinical and genetic features such as the CPSS-molecular prognostic score and FAB classification. When considering both GMP/HSC and GMP/MEP ratios in a multivariate model only GMP/MEP ratios and CPSS molecular remained independently prognostic. As an orthogonal approach, pseudotime projections were carried out using a reference map from Setty et al., 2019 to calculate differentiation potential and branch probabilities. This approach enabled both cell identity assignment and placement of cells along the hematopoietic differentiation trajectory. Samples were classified as monocyte-biased, MEP-biased, or normal-like, as previously described (Ferrall-Fairbanks et al. 2022) and demonstrated that increased GMP ratios are associated with a monocytic biased trajectory and that this trajectory is also associated with overall survival. Conclusion This study represents an interim analysis of among the largest scRNA-seq cohorts generated in chronic myeloid malignancies. This enabled us, for the first time, to demonstrate that HSPC composition is independently prognostic even when considering modern CMML prognostic models. As this cohort continues to increase, validation of these findings and examining the impact of therapy on HPSC composition in serial samples will be prioritized.