Most often, it's not known why people without inherited syndromes develop brain or spinal cord tumors. Most exposures that cause cancer somehow damage DNA. For example, tobacco smoke is a risk factor for lung cancer and several other cancers because it contains chemicals that can damage the genes inside cells.