Gaining weight while on testosterone therapy is a common side effect. Testosterone therapy can cause an increase in appetite, which can lead to weight gain. Also, people who are overweight or obese may be more likely to experience weight gain from testosterone therapy. In addition, TRT can also cause an increase in muscle mass, and can cause the body to retain more water and fat.