A study of the association between HGI and cardiovascular disease in people with impaired glucose metabolism included a study population that had not received insulin therapy, and after adjusting for traditional CHD risk factors, they found that higher HGI were significantly associated with vascular complications [33]. The gene discussed is INS; the disease is metabolic process.