By further integrating with ChIP-seq data, our study is able to refine these candidate SNPs that are overlapped with active histone modifications, and transcription factor binding including FOXA1 and HOXB13, the critical transcription factors during prostate cancer development. This evidence concerns the gene HOXB13 and Familial prostate cancer.