Additionally, a heat map illustrating the differential expression of clinical characteristics among different subgroups after NMF clustering was constructed based on the age, gender, clinical stage, histological grade, and alpha-fetoprotein (AFP) level of HCC patients in TCGA (Fig. 1F). The gene discussed is AFP; the disease is hepatocellular carcinoma.