The areas under the curve (AUCs) were 0.731, 0.953, 0.982, and 0.734, indicating the diagnostic value of IGF1, CDKN2A, BIRC5, and SPP1 for HCC, respectively (Fig. 7A–D). The gene discussed is BIRC5; the disease is hepatocellular carcinoma.