At the same time, the up-regulated expression of ID4, LTBP4, GPM6B, RGMA, EFCAB1, ALX4, OSR1 and PPARA in breast cancer tissues were also observed in GSE33447 (Additional file 2). The gene discussed is ID4; the disease is breast cancer.