Prostate Abscess By Gerald L Andriole, MD, Johns Hopkins Medicine Reviewed / Revised Aug 2022 | Modified Sep 2022 View Patient Education Symptoms and Signs Diagnosis Treatment Prostate abscesses are focal purulent collections that develop as complications of acute bacterial prostatitis.