A rare disease in which cancer cells are found in the adrenal cortex. Cancer of the adrenal cortex is also called adrenocortical carcinoma. The inside layer of the adrenal gland is called the adrenal medulla. Cancer that starts in the adrenal medulla is called pheochromocytoma.