TNFSF18 and neoplasm: CD274 and TNFSF18 were consistently up-regulated in tumor tissues across both TCGA and GEO cohorts, whereas PSD3 exhibited a context-dependent pattern, showing significant up-regulation in TCGA but no differential expression in GEO.