Poisonous plant #1: Nightshade. Even though this plant looks great in your garden, it can cause serious health problems to your dog. Nightshade is a type of weed and contains atropine, a commonly used drug in medicine. Atropine causes dilated pupils, uncoordinated movement, fever and seizures.