We identified significant associations with type 2 diabetes mellitus, hypertension, hypertensive heart disease, long-term (current) use of insulin and oral hypoglycaemics, hyperlipidaemia, hypercholesterolaemia, liver disease, and ASCVD. Here, INS is linked to type 2 diabetes mellitus.