Yes, adrenal fatigue can cause weight loss. The weight loss results from decreased cortisol levels and reduced appetite when the adrenal glands are overworked for extended periods. But while weight loss can happen among people suffering from adrenal fatigue, it is not common. Most people gain weight while cortisol levels are high instead.