The results revealed that PTPN11 was remarkably related to the invasion levels of tumor-related fibroblasts and endothelial cells in most cancers, particularly in COAD, HNSC, LUAD, LUSC, and PAAD. Here, PTPN11 is linked to pancreatic adenocarcinoma.