Diarrhea is often caused by a pathogen, such as a virus or bacterium. The most common cause of diarrhea in adults is norovirus. The use of antibiotics can also cause diarrhea. That’s because antibiotics disrupt the bacteria in the lining of the stomach. The blood comes from irritation of the stomach lining.