Inclusion Criteria:  Clinical diagnosis of type 2 DM Clinical diagnosis of pre-DM Participants in the control group had a normal fasting glucose level  Exclusion Criteria:  comorbidity of inadequate heart, liver, kidney, or other serious diseases. pregnancy or lactation. history of mental illness.