Intersection analysis between proteomics and transcriptomics highlighted four key genes (COQ9, GAA, LYST and TP53) with consistent expression trends, suggesting their central role in the lactylation pathway within pancreatic cancer. The gene discussed is COQ9; the disease is pancreatic neoplasm.