Prior history of cancer, with breast cancer, lung cancer, prostate cancer and multiple myeloma most likely to spread to the spine. Compromised immune system. Hereditary disorders, including Von Hippel-Lindau disease and neurofibromatosis (NF2) Radiation therapy exposure