Yes, adults can get the adenovirus. In fact, it is more common for adults to be affected by adenovirus than children. Symptoms of adenovirus in adults include fever, sore throat, and coughing. Other more serious symptoms may include nausea, vomiting, diarrhea, and abdominal pain.