PLOD2 and neoplasm: Notably, high PLOD2 expression indicates tumor progression yet paradoxically associates with enhanced immunotherapy response through activation of immune escape pathways, thereby offering a potential therapeutic target for converting "cold tumors" into “hot tumors”.