Differential gene expression confirmed elevated levels of MIF, CD74, CD44, and SPP1 in tumor tissues, while pathway enrichment analyses highlighted cytokine signaling, antigen presentation, and chemokine-regulated immune modulation as key biological processes. Here, CD74 is linked to neoplasm.