The present invention relates to pharmacological interventions with pemafibrate for cardiovascular diseases and adverse cardiovascular events. In addition, the invention relates to the use of pemafibrate to treat dyslipidemia and type 2 diabetes mellitus and thereby reduce the risk of cardiovascular disease and adverse cardiovascular events.