Predicted drug candidates for breast cancer are aimed at restoring expression of genes that are up-regulated by the disease in seven pathways: adherens junction, focal adhesion, ErbB signaling, riboflavin metabolism, thiamine metabolism, nucleotide excision repair and bacterial invasion of epithelial cells. The gene discussed is EGFR; the disease is breast cancer.