Although further studies are required, this study demonstrates that a Western 23% HFD in Rag1−/− mice increases the growth rate of prostate cancer xenografts and significantly decreases survival to ethical endpoint compared to low-fat chow-fed mice. Here, RAG1 is linked to prostate cancer.