Many believe that there is nothing wrong with eating sprouted potatoes if the sprouts are removed. But the National Center for Deadly Poisoning recommends discarding them to prevent any poisoning, explaining that potatoes contain substances called alkaloids; Alkaloids are natural toxins with the lowest concentrations found in potato mantle. Green skin, buds and eyes of potatoes contain the highest concentration of glycoalkaloids and if you eat it, you may experience symptoms of vomiting, abdominal pain, fever and dizziness. However, most of them say that peeling potatoes and destroying sprouts would protect against this.