Herein, we found that prostate cancer cells with high PD‐L1 expression secreted exosomal PD‐L1 into the system, which was then taken up by prostate cancer cells with low PD‐L1 expression, protecting them against T‐cell killing and promoting tumor progression. This evidence concerns the gene CD274 and Familial prostate cancer.