VCX2 and hepatocellular carcinoma: Key hydrogen bonds with residues Glu68, Thr63, and Ala61 were maintained within a stabilized polar groove.<h4>Discussion</h4>These findings support VCX2 as a potential molecular target in HCC and highlight luteolin-5-O-glucoside as a promising lead scaffold.