For PAD, pain relievers, blood thinners, and other drugs that improve blood flow may be prescribed. Drugs prescribed for peripheral neuropathy include pain relievers, certain antidepressants and anticonvulsants, and, as a last resort, narcotics. However, many medicines have side effects and may not be tolerated.