While gorgeous and loved as houseplants, peace lilies can pose a significant danger to your feline pets. The leaves and stems of these plants contain oxalic acid, which can cause irritation in cats if ingested. Symptoms may include drooling, difficulty eating, and inflammation of the mouth and tongue. Store peace lilies out of reach of your cat.