It is debatable whether neuropathy, a side effect of statins, causes nerve damage that causes pain. You would come to the conclusion that these statins do not produce nerve discomfort if you looked at the clinical trial data for well-known statins like atorvastatin (Lipitor), rosuvastatin (Crestor), or simvastatin (Zocor).