Oncogenic kinase-driven CLOCK post-translational modifications in HCC, phosphoproteomic remodeling in MAFLD, and epigenomic clock disruption persisting after HCV clearance represent findings that transcriptomics alone would not resolve. This evidence concerns the gene CLOCK and hepatocellular carcinoma.