Study of Insulin Requirement Modeling in Hospitalized Elderly Patients with Type 2 Diabetes at a Late Stage of Stepwise Escalation Therapy

This study explored the relationships between exogenous insulin requirements and endogenous variables in elderly patients with type 2 diabetes (T2D). Patients with T2D 65 years of age or older were enrolled for a short hospitalization period in order to start or change their basal-bolus therapy. The following data were collected: age, sex, diabetes duration, body mass index, glycosylated hemoglobin, estimated glomerular filtration rate (eGFR), and triglyceride (TG) levels. Data from 71 elderly T2D patients (31 men/40 women; 75.7 ± 6 years of age) were analyzed by data mining techniques. The total daily dose of insulin (TDI) ranged from 0.24 U/kg to 2.5 U/kg (ratio >1:10). Three clusters of patients were identified: Cluster 1 (n = 22) consisted of older patients (age, 82.05 ± 3.6 years) (P