COL15A1 and cancer: Other notable SNPs associated with HRPCa in our study and in genes representing cancer-associated processes include; GGA2 involved in cell growth47, H1-5 with transcriptional regulatory effects48, and COL15A1 shown to have tumour suppressive effects49.