Overproduction of growth hormone (GH) by the pituitary gland over a long period of time causes acromegaly. There are several reasons for overproduction of GH. The most common reason is the presence of a pituitary adenoma, which is a benign (non-cancerous) tumor of the pituitary gland. These tumors produce excess GH.