Adrenal cancer is when there are malignant adrenal tumors, and includes neuroblastoma, adrenocortical carcinoma and some adrenal pheochromocytomas. Most adrenal pheochromocytomas and all adrenocortical adenomas are benign tumors, which do not metastasize or destroy nearby tissues, but may cause significant health problems by unbalancing hormones.