Lung cancer, myeloma, or lymphoma can all cause peripheral neuropathy, which is induced by nerve damage in the peripheral nervous system, which sends signals from the brain and spinal cord to every part of the body. Peripheral neuropathy also can be caused or exacerbated by cancer treatments.