At the time of this report, there were no published studies of non-alcoholic fatty liver disease (NAFLD) incidence over time among active component U.S. military personnel. Examining the incidence rates of NAFLD and their temporal trends among active component U.S. military members can provide insights into the future burden of NAFLD on the MHS.