What can a few tiny blister beetles do to your 1000-pound horse? More damage than you would think. When it comes to blister beetles (Epicauta), even just a few grams of these insects can be lethal to a horse. Blister beetles contain a chemical called cantharidin, which is toxic to cattle, sheep, and especially horses.