Fatigue is a very common symptom of hypothyroidism, also known as an underactive thyroid. When the thyroid gland does not produce enough thyroid hormone, the metabolism slows down and causes feelings of tiredness and exhaustion. High TSH levels can be an indicator of hypothyroidism.