Notably, there is also no significant positive correlation with the daHep disease signature at 3 months or even at >18 months, further indicating that the proteins driving early hyperpolyploidy in caspase-2-deficient mice are mostly distinct from those that drive MASLD-mediated HCC. Here, CASP2 is linked to hepatocellular carcinoma.