Notably, applying EpiClass to ZNF154 methylation in the context of WGBS data from HCC patient and normal control plasma samples demonstrated promise for detecting early stage hepatocellular carcinoma as 25 out of the 30 WGBS datasets were collected from patients with early stage disease [24]. The gene discussed is ZNF154; the disease is hepatocellular carcinoma.