While ACE inhibitors are generally well-tolerated, they can cause side effects such as cough, hyperkalemia (high potassium levels), and renal dysfunction. A rare but serious side effect is angioedema, which can cause swelling of the deeper layers of the skin, often around the eyes and lips, and sometimes the throat.