In HCC, integrated analyses combining single-cell sequencing and immune checkpoint-related signatures demonstrate that the METTL1/WDR4 complex and its associated RNA-based risk features are closely linked to immune evasion. This evidence concerns the gene WDR4 and hepatocellular carcinoma.