Many candidate genes were reported to be associated to NAFLD risk , such as PNPLA3 , TNF - α , APOE , Adiponectin and PPAR - γ , and there have been reported polymorphisms associated with NAFLD risk in these candidate genes .It is widely accepted that PPA ......