Tumors can cause peripheral nerve damage by invading the nerves as they grow close to and press on the nerve. It is more common in patients with cancers of the nervous system, such as brain tumors, spine tumors, and the skull base's tumors. Another non-nervous system tumor that causes peripheral neuropathy is known to be breast cancer.