INS and diabetes mellitus: There were 10 predicting features identified for this study: systolic blood pressure (SBP), diastolic blood pressure (DPB), body mass index (BMI), age, gender, duration of disease, family history of diabetes, self-monitoring blood glucose (SMBG), exercise, and insulin treatment.