Additionally, leveraging HCC single-cell sequencing data, we segregate malignant cells into KHDRBS1-positive and negative subsets, uncovering significant differences in their expression profiles and functional roles. The gene discussed is KHDRBS1; the disease is hepatocellular carcinoma.