ACSM3 and hepatocellular carcinoma: In summary, we identified GPC3, ACSM3, SPINK1, COL15A1, TP53I3, RRAGD, and CLDN10 as diagnostic immune-related biomarkers with potential clinical utility, which might have the ability to accurately early diagnosis of HCC, enable earlier access to intervention, and improve the clinical outcomes.