Additionally, these individuals had a higher incidenceof chronic obstructive pulmonary disease (COPD), acute myocardial infarction(AMI), and diabetes mellitus (DM), with greater usage of insulin and diureticsupon discharge, compared to those without MACEs. Here, INS is linked to chronic obstructive pulmonary disease.