Our complex network model, which involves potential molecular and cellular factors in the pathogenesis of breast cancer, indicated that the most impactful factors on the network as a whole were MMP2 and MMP9, with statistically significant results (p = 0.01468). This evidence concerns the gene MMP2 and breast carcinoma.