An in-depth analysis of the interactome and the phosphoproteome of PTP1B discovered a critical role for the transcription factor SHN3 in regulating IL-13/PTP1B-mediated proliferative and invasive capacities in cancer cells. Here, PTPN1 is linked to cancer.