Furthermore, we stratified pre-diabetic patients into different subgroups and found that a high level of HO-1 was mainly negatively associated with hyperlipidemia in overweight (BMI, 24–30) pre-diabetic patients, especially in female subjects. The gene discussed is HMOX1; the disease is hyperlipidemia.