Provided herein are methods of treating and preventing pancreatitis, such as pancreatitis induced by glucagon-like peptide (GLP) agonists (such as GLP-1 agonists, for example Byetta®), by administration of a vitamin D receptor agonist (such as vitamin D, vitamin D analogs, vitamin D precursors, and vitamin D receptor agonists precursors). In some examples the subject has diabetes, such as type 2 diabetes.