In a large, racially heterogeneous cohort of men with a benign prostatic biopsy, we observed suggestive associations of decreased NF‐κB and increased GDF‐15 expression in benign prostate with subsequent prostate cancer detection. The gene discussed is NFKB1; the disease is Familial prostate cancer.