The genes involved in cytoskeleton and integrin signaling pathways were significantly upregulated in breast CAFs isolated from HER2-overexpressing breast cancers when compared to those isolated from triple-negative breast cancers or estrogen receptor-positive breast tumors. Here, ERBB2 is linked to triple-negative breast carcinoma.