Future directions should employ multi-omics integration (spatial transcriptomics/single-cell sequencing) coupled with AI-driven network modeling to systematically decode ZFAS1's regulatory architecture, ultimately enabling precision theranostic strategies for HCC management. The gene discussed is ZFAS1; the disease is hepatocellular carcinoma.