While attractive peace lilies can brighten up any home, they pose a grave threat to our adorable feline companions. These lovely houseplants contain toxins called calcium oxalates that are very poisonous if ingested by cats. Even a small glimmer of a peace lily can cause sickness in cats, leading to drooling, sore throat, and even stomach problems.