Resolution requires multicenter validation integrating single-cell transcriptomics with CRISPR-Cas9-based spatial editing models to delineate ZFAS1's context-dependent regulatory logic in HCC progression. This evidence concerns the gene ZFAS1 and hepatocellular carcinoma.