e18508 Background: BPDCN is a rare and aggressive hematologic malignancy. Despite the advent of targeted therapies, median overall survival (mOS) remains <1 year (y) in the absence of stem cell transplant (SCT). This study evaluates clinical and molecular predictors of outcomes in a large cohort of BPDCN patients at a tertiary center. Methods: BPDCN patients seen at Mayo Clinic (AZ, FL, MN) between 2000-2024 were identified retrospectively. Analyses considered parameters at diagnosis. Next generation sequencing (NGS) was performed using a 47-gene assay. Standard statistical methods were used; calculations used R. Results: Among 69 patients, the median age was 70y (range 19-94) with male predominance (83%). At presentation, skin (80%), bone marrow (73%), lymph nodes (52%), spleen (27%), and CNS (12%) were involved; 26% had a concurrent hematologic malignancy. Among 20 cases with NGS, the median number of mutations was 3 (range 0-5), most frequently TET2 (n=16), ASXL1 (n=13), SRSF2 (n=7), and NRAS (n=5). Frontline therapy (Table) yielded a complete response (CR) rate of 63% and overall response rate of 76%. CR rates were similar among regimens, but patients who received an ALL (hyper-CVAD based) regimen (8/13) or tagraxofusp (6/9) were more likely to be bridged to SCT (6/29, p<0.01). After median follow up of 38 months (mo), mOS for all was 15 (95% CI 12-21) mo; 44 (64%) were deceased at last follow up. Among 62 evaluable patients, 20 (32%, median age 60 vs 74y, p<0.01) underwent SCT which improved survival (mOS 51 vs 10 mo, 3y OS 52% vs 5%, p<0.01); mOS was not different between allogeneic (n=17) and autologous (n=3) SCT (54 vs 38 mo, p=0.45). When censored for SCT, the 1y OS for patients receiving an ALL regimen, tagraxofusp, or other regimen was 82%, 67%, and 47%, respectively (p=0.15). In univariate analysis, age ≥50y, lymph node involvement, bone marrow involvement, hemoglobin <10 g/dL, leukocytes (WBC) >11 x10 9 /L, abnormal karyotype, and HCT were significantly associated with OS. In multivariate analysis, WBC >11 x10 9 /L (HR 3.7, p<0.03), abnormal karyotype (HR 5.4, p<0.01), and SCT (HR 0.23, p<0.01) remained significant. Separately, SRSF2 mutation was associated with inferior OS (15 vs 51 mo, p=0.02), but significance was lost when adjusted for age, abnormal karyotype, and SCT. Conclusions: Newly-diagnosed BPDCN patients treated with an ALL regimen or tagraxofusp followed by SCT had longer OS compared to those treated with all other regimens. WBC >11 x10 9 /L and abnormal karyotype were independent predictors of inferior survival whereas SCT was beneficial. Regimen N Age (y) ANNOVA CR Chi Sq HCT Chi Sq 1y OS mOS (mo) Log-rank Tagraxofusp 9 68 (40-70) <0.001 7 (78%) 0.548 6 (67%) 0.018 88% 20.8 0.121 ALL 13 43 (20-72) 8 (67%) 8 (62%) 74% 50.7 Hyper-CVAD 11 43 (20-72) 6 (60%) 6 (60%) 67% 35.8 AML 18 70 (48-80) 13 (76%) 5 (28%) 58% 14.2 Intensive 8 66 (48-77) 7 (88%) 3 (38%) 57% 12.4 HMA+Venetoclax 8 69 (65-80) 6 (75%) 2 (25%) 50% 14.0 Lymphoma 8 74 (49-85) 3 (43%) 1 (13%) 50% 14.0 CHOP 6 74 (49-85) 3 (50%) 1 (17%) 50% 17.7 Other 3 66 (63-73) 1 (33%) 0 (0%) 33% 12.0