Symptoms of prostate infection may include fever, chills, and flushing of the skin. Some men experience pain in the abdomen, back, or in the genital area.You may feel pain or burning during urination, or have difficulty urinating at all.ymptoms of chronic bacterial prostatitis are less intense and develop slowly. It is more likely to affect young and middle-aged men and causes recurring urinary tract infections (UTIs). Acute bacterial prostatitis is the least common, but the easiest to diagnose.