Neuroblastoma is a type of cancer that starts in the nerve cells. The disease often starts in the adrenal glands which sit directly on top of the kidneys. It can also occur in the nerve tissue of the abdomen, chest, spine or neck. About 1 out of 3 neuroblastomas start in the adrenal glands, while about 1 out of 4 start in the abdomen.