E. Salzsieder et al., ESTIMATION OF INDIVIDUAL ACTION PROFILES OF THERAPEUTICALLY ADMINISTERED INSULIN BASED ON BLOOD-GLUCOSE LEVELS IN DIABETIC DOGS AND PATIENTS, Diabetes, nutrition & metabolism, 6(5), 1993, pp. 261-275
To acquire detailed insight into the pharmacokinetics and pharmacodyna
mics of insulin, a computer-aided procedure was established. Employing
an individually identifiable state model of insulin and glucose metab
olism, the metabolic situation of diabetic patients is characterized.
Pharmacokinetics of insulin and its effect on glucose metabolism are a
ssessed using deconvolution techniques under the influence of specifie
d experimental conditions. The entire procedure was validated in chron
ically diabetic dogs following injections by intravenous, subcutaneous
, and peritoneal routes. The practical applicability of the approach w
as verified in a selected group of C-peptide negative, type I diabetic
patients. Following subcutaneous injection, a test dose of 200 mU/kg
(dogs) or 100 mU/kg (patients) is fully recovered by the model-based e
stimates, but only between 70 and 80% of the dose appears as an effect
ive insulin-glucose interaction when intravenous or peritoneal routes
are used. The calculated profiles of glycaemia-effective insulin provi
de the basis for computer-aided prediction of the outcome of therapeut
ic regimes in terms of daily profiles of glycaemia and insulinaemia. T
he results demonstrate the feasibility of model-based estimation of in
sulin effects. Having provided appropriate model parameters, the blood
glucose levels measured in response to insulin administration are the
only experimental data required.