In this study, we constructed a scoring model (VM Score) associated with VM, which included three risk factors, SPP1, ADAMTS5, and ZBP1, revealing potential prognostic biomarkers for hepatocellular carcinoma. Here, SPP1 is linked to hepatocellular carcinoma.