Though most studies used ALT, AST, and B‐ultrasound not liver biopsy to evaluate the efficacy of drugs, this meta‐analysis showed that curcumin, resveratrol, and silymarin can effectively improve liver steatosis, reduce serum transaminase activity, and inhibit inflammation. This evidence concerns the gene GPT and fatty liver disease.