Protein-protein interaction analysis identified four hub genes-ASPN, SELE, ACKR1 and ABCB1-integrating ECM remodelling, endothelial-immune modulation and xenobiotic transport, reinforcing an immune-attenuated, metabolically adapted tumour landscape. This evidence concerns the gene ASPN and neoplasm.