· Blood in the urine that is accompanied by abdominal pain may be caused by a variety of conditions, including cancer, kidney stones, obstructive uropathy, necrotizing vasculitis or a urinary tract infection, reports Healthline. A urinary tract infection, or UTI, is the most common cause of blood in the urine and abdominal pain and is typically caused by bacteria ….