Importantly, genetic rescue experiments confirmed that both the TTC36-YBX3 interaction and YBX3-mediated SPRED1 stabilization are indispensable for TTC36's anti-proliferative function, solidifying the axis as a core regulatory machinery in HCC. This evidence concerns the gene YBX3 and hepatocellular carcinoma.