KLK3 and Familial prostate cancer: To conclude, we reviewed, summarised, and synthesised principal methodologies on twelve seminal papers over the last two decades on dynamic prediction joint models applied to the prognosis of prostate cancer patients, using PSA to dynamically update prognosis.