While beautiful and loved as houseplants, peace lilies can pose a potential danger to your feline pets. The leaves and stems of these plants contain calcium oxalate, which can cause sickness in cats if consumed. Symptoms may include coughing, difficulty breathing, and redness of the mouth and tongue. Place peace lilies out of reach of your cat.