Types of Peripheral Neuropathy-Inflammatory. Rheumatoid arthritis is an autoimmune disorder that is characterized by inflammation, pain, and loss of function in the joints.heumatoid arthritis may flare up and suddenly go into remission, or it can be a constant debilitating and painful condition. Some rheumatoid arthritis patients will develop carpal tunnel syndrome or other mild forms of peripheral neuropathy.