Major conditions that can lead to fatigue. There are a number of conditions that cause tiredness, including chronic fatigue syndrome, sleep disorders, heart disease, cancer, adrenal exhaustion and hypothyroidism. Underlying most of these conditions are three important factors, which, if you become aware of them, will aid recovery.