The stems and leaves of the purple variety of Mexican petunias contain iridoid glycosides, which can cause digestive upset in dogs. The plant may even cause vomiting and diarrhea if consumed in large quantities. In severe cases, ingestion can lead to lethargy and loss of appetite.