Lilies, on the other hand, are highly toxic. Many cats have died from kidney failure by consuming even a tiny part of a leaf or flower petal from a lily. Small amounts from licking the pollen grains or drinking water out of the vase can be toxic to your pet. Lilies are also toxic ...