Abstract: Nonalcoholic steatohepatitis (NASH) is the leading chronic liver disease worldwide. NASH is commonly associated with metabolic risk factors, including obesity, hypertension, and diabetes. Hepatic glucose and lipid metabolism disorder, bile acid toxicity, oxidative stress, inflammation, fibrosis, intestinal dysbacteriosis, and susceptibility gene variation are involved in the pathogenesis of NASH. Drug development for NASH has been slow, this article focuses on the clinical research and development of several promising NASH drugs and their mechanisms, such as drugs targeting gut-liver axis, improving metabolism, inhibiting inflammation and fibrosis.