Extreme fatigue is a common symptom of glandular fever. 1  Flu-like symptoms. 2  As is the case with many virus infections, glandular fever often causes fever and temperature, aches, headaches, and feeling sick. 3  A skin rash can appear in some individuals. 4  Widespread, red, non-itchy. 5  Loss of appetite. 6  Nausea.