LUM and hepatocellular carcinoma: This approach is exemplified by recent integrative studies that have identified Lumican (LUM) through convergent bioinformatics and functional validation as a tumor suppressor in HCC, where its overexpression inhibits proliferation, migration, and invasion while inducing apoptosis, underscoring the value of mechanistic discovery (Zhou et al., 2025).