TNF and breast carcinoma: Among the fifteen best-ranked ferroptosis genes in breast cancer (Figure 3A), eleven harbored some association with “extracellular matrix remodeling” literature in the PUBMED database, especially TNF, SET, and IL6, found to be highly cited in this specific literature (Figure 4A).