Taken together, this study suggests that PrPC-cholesterol metabolism/estrogen biosynthesis contributes to the progression of EMs by negatively regulating PPARα pathway, and could be potential therapeutic targets for EMs intervention. Here, PPARA is linked to eosinophilia-myalgia syndrome.