What are the causes of glucagonoma? There are no known direct causes of glucagonoma. If you have a family history of a syndrome called multiple endocrine neoplasia type 1 (MEN1), you have a greater risk for developing glucagonoma. However, those who don't have other risk factors can develop these tumors.