Here, we show that Tregs in the tumor microenvironment are associated with poor prognosis in dogs with spontaneous prostate cancer, and that there is a link between Treg migration and C-C chemokine ligand 17 (CCL17)–CCR4 pathway. Here, CCL17 is linked to prostate cancer.