Prediction of Individual Basal Rate Profiles From Patient Characteristics in Type 1 Diabetes on Insulin Pump Therapy.

Michael A NauckMelanie Kahle-StephanAnna M LindmeyerSina WenzelJuris J Meier

Published in: Journal of diabetes science and technology (2020)

Clinical characteristics predict 52% of the variation in individual basal rate profiles, including their diurnal fluctuations. The multivariate regression model can be used to initiate or optimize insulin pump treatment in patients with type 1 diabetes.

Keyphrases

type diabetes
glycemic control
cardiovascular disease
insulin resistance
case report
data analysis
adipose tissue
weight loss
cell therapy