Abstract Background: CDK4/6i are part of the standard management of HR+ MBC. The MAPK pathway has been implicated in mediating resistance to CDK4/6 blockade (Wander 2020). A variety of molecular alterations dysregulate MAPK signaling, including NF1 mutations (NF1-MUT) (Wallace 2012), though NF1 has not been implicated in CDK4/6i resistance. To assess this, we analyzed retrospective clinical data from multiple institutions, real-world data (RWD) from the GuardantINFORM database, and preclinical models of HR+ breast tumors. The primary objective of this study was to characterize clinical outcomes of CDK4/6i in patients (pts) with NF1-MUT MBC, and to validate those findings in laboratory models. Methods: Pts with pathogenic (p)NF1-MUT were identified via sequencing of circulating tumor DNA (ctDNA) or tumor tissue. Pathogenic was defined as nonsense, insertion/deletion, frameshift, or oncogenic missense mutations. Progression free survival (PFS) on CDK4/6i was analyzed, and intrinsic resistance was defined as progression < 6 months on 1st line (1L) CDK4/6i or < 3 mo on 2nd line and beyond (2L+). Acquired resistance was defined as PFS >6 mo (1L) or >3 mo (2L+) with a NF1 alteration detected post-progression. RWD from the GuardantINFORM dataset had Guardant360 (G360) ctDNA testing linked with claims data on >37,000 pts with advanced or MBC tested between June 2014 and March 2023. Pts on CDK4/6i within 90 days pre-G360 were stratified as NF1-MUT (n = 28) vs. NF1-non-mutant (NF1-nonMUT) (n = 1133) and analyzed for real-world time-to-next-treatment (rwTTNT) and real-world overall survival (rwOS). Propensity score weighting for age, sex, line of therapy, and year of G360 were used to create a balanced control group. To determine whether NF1 loss-of-function alterations were causal of CDK4/6i resistance, we used CRISPR/Cas9 to delete NF1 in MCF7 breast cancer cells. MCF7 wild-type (WT) and two NF1-knockout (KO) clones were treated with palbociclib ± estrogen deprivation, followed by cell viability assays. MAPK and PI3K/AKT pathway activation were measured by immunoblot analysis. Results: Across 4 institutions, 40 pts with HR+, HER2- MBC expressing pNF1-MUT and prior CDK4/6i were included. The mean age at MBC diagnosis was 56 years, and the majority of pts received no prior treatment in the metastatic setting before CDK4/6i (range 0 - 5 prior lines). Intrinsic or acquired resistance to CDK4/6i was seen in 29/40 (73%) tumors harboring pNF1-MUT. We analyzed pts with baseline pNF1-MUT who received 1L CDK4/6i plus endocrine therapy (n = 13) and found that the median PFS was 7.7 months (range 2 - 18 mo). We next examined GuardantINFORM RWD and discovered a significant difference in rwTTNT and rwOS on CDK4/6i for NF1-MUT (n = 28) vs. weighted NF1-nonMUT (n = 28) tumors. Mean age (62 years) and level of pretreatment (majority 2L+) were similar between the groups. Compared to NF1-nonMUT, NF1-MUT pts had a shorter median rwTTNT on CDK4/6i regimens (4.2 vs. 12.4 mo, weighted log-rank p< 0.0001) and worse rwOS (15.8 vs 45.2 mo, weighted log-rank p=0.016). In MCF7 cells, NF1-KO exhibited a palbociclib IC50 11- to 13-fold higher than NF1-WT controls. In estrogen-deprived media, treatment with 250 nM palbociclib for 6 days reduced MCF7 NF1-WT cell viability 75% but only 5-20% in NF1-KO cells. As expected, phosphorylation of ERK and AKT were strongly induced in NF1-KO cells relative to NF1-WT. Conclusions: Using multicenter clinical and real-world evidence, we demonstrate that NF1-MUT is associated with inferior duration and worse outcomes on CDK4/6i in MBC. Pts with baseline pNF1-MUT on 1L CDK4/6i and endocrine therapy had a median PFS below typical responses expected in clinical practice. A link between NF1 loss and CDK4/6i resistance was supported by in vitro experiments in HR+ breast cancer cells. NF1 deletion was accompanied by activation of ERK and AKT, therefore, future directions include investigating alternative or combination treatment strategies targeting the MAPK and/or PI3K/AKT pathways in these tumors. *MRL and RCP contributed equally. ABH and SAW are co-senior authors. Citation Format: Maxwell Lloyd, M Rosario Chica-Parrado, Todd Knepper, Chang-Ching Lin, Emily Podany, Christine Walko, Fabiana Napolitano, Caroline Weipert, Jiemin Liao, Arielle Medford, Lianne Ryan, Jennifer Keenan, Nicole Zhang, Shiyuan Liu, Gerburg Wulf, Katherine Clifton, Cynthia Ma, Hyo Han, Leif Ellisen, Aditya Bardia, Carlos Arteaga, Ariella Hanker, Seth Wander. A bedside-to-bench translational analysis demonstrates that NF1 alterations promote CDK4/6 inhibitor (CDK4/6i) resistance in hormone receptor-positive (HR+) metastatic breast cancer (MBC) [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO1-23-09.