Abnormal cell growth can cause spinal tumors. In primary spinal tumors (tumors that originate in the spine), it is unclear why the cells grow abnormally. Exposure to radiation or cancer-causing chemicals or environmental factors may be a cause. Genetics may also play a role. Cancer that has spread from another part of the body can cause secondary spinal tumors, or metastatic tumors.