Genome-Wide Association Studies (GWAS) studies have confirmed that HCC cells are significantly more dependent on AKR1B10, an enzyme that plays a crucial role in regulating the proliferation and migration of HCC cells. The gene discussed is AKR1B10; the disease is hepatocellular carcinoma.