Prostate inflammation is also called prostatitis. There are four types of prostatitis: acute bacterial, which is a sudden bacterial infection of the prostate; chronic bacterial, which is the result of recurrent urinary tract infections that have entered the prostate; chronic inflammation of prostate without infection; and prostate inflammation without symptoms (asymptomatic inflammatory prostatitis).