A peptic ulcer is an open sore found on the lining of the stomach or duodenum. Peptic ulcers can lead to significant bleeding or rupture of the wall of the stomach or duodenum. In the past, healthcare providers felt that ulcers were created due to an overproduction of acid in the stomach.