Analysis of 19 TN-IBC patients revealed higher BMI, lower germline and somatic mutation burden compared to TN-non-IBC. Germline variants affected RTK-RAS, Hippo, and NOTCH pathways; somatic mutations impacted TP53, GATA3, PIK3CA, CCND1, MAP3K1, and NOTCH1. TN-IBC showed enriched alterations in GATA3, KEAP1, CDKN1B, and PIK3CA. Transcriptomic analysis identified specific gene expression patterns and immune cell fractions, with TN-IBC having higher γδ T cells, M1 macrophages, and eosinophils. Higher mutation load correlated with better response to NAC, suggesting potential targets for enhancing TN-IBC treatment response.