Among them, the most relevant genes to breast cancer were estrogen, VEGF, Erb, Transforming Growth Factor Beta, Tumor Necrosis Factor, Interferon, AKT, SMAD Family Member, et al. (Table 1). Here, TNF is linked to breast carcinoma.