Abstract BACKGROUND: Inflammatory breast cancer (IBC) is a rare type of breast cancer associated with a unique clinical presentation and overall poor outcomes, recognized as a distinct category by the AJCC staging system. The biological mechanisms driving the IBC phenotype are relatively undefined—partially due to a lack of comprehensive, large-scale genomic studies and limited clinical cohorts. Here, we report one of the largest, subtype-informed clinicogenomic characterizations of IBC to date. METHODS: A retrospective analysis of 2457 patients with metastatic breast cancer who underwent targeted tumor-only DNA-sequencing (OncoPanel, up to 447 cancer-associated genes) was performed at Dana-Farber Cancer Institute. Clinicopathologic, single nucleotide variant (SNV), copy number variant (CNV) and tumor mutational burden (TMB) comparisons were made between IBC and non-IBC cases. Median follow-up was 28.1 months. RESULTS: Our profiled cohort included 140 patients with IBC specimens (n = 68 primary tumors, 72 metastatic tumors) and 2317 patients with non-IBC specimens (n = 702 primaries, 65 local recurrences, 1550 metastases). Of these, 87.4% of patients were White, 4.7% Black, 3.6% Asian or Pacific Islander, and 4.3% other/unknown. Clinicopathologic differences between IBC and non-IBC cases were consistent with previous reports—including younger age at diagnosis of metastatic disease (51 vs 54 years, p = 0.04), and a higher proportion of grade 3, estrogen receptor-negative and HER2-positive tumors (p < 0.001). Among the hormone-receptor (HR)-positive subtype, IBC tumors showed a significant enrichment in Luminal B (LumB)-inferred disease (62.5% vs 39.8%, p < 0.005), defined as tumors with grade 3 or progesterone receptor staining < 10%. The most recurrent somatic alterations spanning all subtypes in IBC were TP53 (72%), ERBB2 (32%), PIK3CA (24%), CCND1 (12%), MYC (9%), FGFR1 (8%) and GATA3 (8%). A multivariate logistic regression analysis accounting for HR and HER2 status revealed a significant enrichment in TP53 SNVs in IBC vs non-IBC (OR 2.08 [95% CI 1.34-3.24], adjusted p-value 0.04). Frequency of TP53 alterations in IBC vs non-IBC cases was 85.1% vs 64.3% in HER2-positive and 50.0% vs 27.7% in HR-positive disease—with an enrichment of TP53 mutations in IBC LumB-inferred tumors vs non-LumB (64% vs 26%, p < 0.05). When comparing HR+ IBC LumB vs HR+ non-IBC LumB cases, TP53 mutations were again enriched (p < 0.05)—suggesting LumB-like histopathology is not the only driving feature of TP53 enrichment in HR+ IBC. TMB did not differ substantially between IBC and non-IBC and no other statistically significant enrichments were observed, including when grouping mutations into six canonical cancer pathways (cell cycle, Notch signaling, PI3K pathway, RTK/RAS signaling, TP53 pathway and WNT signaling). CONCLUSIONS: Taken together, this study provides a comprehensive landscape of somatic alterations in a large cohort of patients with metastatic IBC and non-IBC. Our data support a lack of major genomic differences other than enrichments in TP53 mutations and an associated LumB-like histopathology. These results both reinforce the importance of TP53 mutations in IBC biology and suggest additional analyses beyond somatic DNA-level changes are warranted. Future efforts with the DFCI IBC cohort will assess germline-somatic interactions, non-genomic or transcriptomic characterizations, and potential environmental influences to better understand the mechanisms driving this unique disease. Citation Format: Nolan Priedigkeit, Beth Harrison, Melissa Hughes, Robert Shue, Yvonne Li, Gregory Kirkner, Claire Remolano, Sarah Strauss, Janet Files, Anne-Marie Feeney, Ayesha Mohammed-Abreu, Ana Garrido-Castro, Romualdo Barroso-Sousa, Brittany Bychkovsky, Faina Nakhlis, Jennifer Bellon, Tari King, Bruce Johnson, Lynette Sholl, Deborah Dillon, Beth Overmoyer, Sara Tolaney, Andrew Cherniack, Nancy Lin, Filipa Lynce. Comprehensive clinicogenomic characterization of inflammatory breast cancer [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 PO1-14-10.