A kidney infection, or pyelonephritis, is a serious type of urinary tract infection (UTI) that begins in the bladder and spreads to the kidneys. Symptoms may include high fever, back or side pain, frequent urination, and cloudy or bloody urine. Prompt antibiotic treatment is essential to prevent permanent kidney damage or the spread of infection to the bloodstream.