Disclosed herein is a novel synergistic pharmaceutical composition comprising hydroxychloroquine with insulin sensitizing agents and lipid lowering agents such as statins along with pharmaceutical excipients/carriers useful in treating Non-Alcoholic Fatty Liver Disease.