Following this result, we investigated the possibility of utilizing FOXM1 [previously identified by our group as a transcriptional regulator of prostate cancer progression (40, 41)] and the four biological aging genes together for enhanced predictive ability using a multivariable Cox proportional hazards model. Here, FOXM1 is linked to Familial prostate cancer.