In HCC, SUMO-activating enzyme subunit 1 (SAE1) suppresses KLF9 expression via protein interaction networks, leading to downregulation of the critical acetaldehyde-metabolizing enzyme ALDH2. The gene discussed is KLF9; the disease is hepatocellular carcinoma.