Here, the authors show that genotoxic stress induces senescence in human stromal cells, which in turn secrete serine protease inhibitor Kazal type 1 (SPINK1) and promote acquired resistance of cancer cells via EGFR-mediated paracrine signaling. Here, SPINK1 is linked to cancer.