The protein-protein interaction network and Gene Ontology analyses further reinforced the potential involvement of MATN3 in extracellular mechanisms and cell communication, underscoring its multifaceted roles in the tumor microenvironment. This evidence concerns the gene MATN3 and neoplasm.