Here, we identify neoantigens encoded by Ptprs and Igf2r that are shared across murine mismatch repair-deficient colorectal and breast tumors and unexpectedly conserved in human colorectal, endometrial, gastric, and prostate cancers. Here, PTPRS is linked to prostate cancer.