title: Minimal model estimation of glucose absorption and insulin sensitivity from oral test: validation with a tracer method.
abstract: Measuring insulin sensitivity during the physiological milieu of oral glucose perturbation, e.g., a meal or an oral glucose tolerance test, would be extremely valuable but difficult since the rate of appearance of absorbed glucose is unknown. The reference method is a tracer two-step one: first, the rate of appearance of glucose (R(a meal)(ref)) is reconstructed by employing the tracer-to-tracee ratio clamp technique with two tracers and a model of non-steady-state glucose kinetics; next, this R(a meal)(ref) is used as the known input of a model describing insulin action on glucose kinetics to estimate insulin sensitivity (SI(ref)). Recently, a nontracer method based on the oral minimal model (OMM) has been proposed to estimate simultaneously the above quantities, denoted R(a meal) and SI, respectively, from plasma glucose and insulin concentrations measured after an oral glucose perturbation. This last method has obvious advantages over the tracer method, but its domain of validity has never been assessed against a reference method. It is thus important to establish whether or not the "nontracer" R(a meal) and SI compare well with the "tracer" R(a meal)(ref) and SI(ref). We do this comparison on a database of 88 subjects, and it is very satisfactory: R(a meal) profiles agree well with the R(a meal)(ref) and correlation of SI(ref) with SI is r = 0.86 (P < 0.0001). We conclude that OMM candidates as a reliable tool to measure both the rate of glucose absorption and insulin sensitivity from oral glucose tests without employing tracers.
authors.affiliation: Department of Information Engineering, University of Padova, Via Gradenigo 6/B, I-35131, Italy.
authors.forename: Chiara
authors.initials: C
authors.lastname: Dalla Man
authors.forename: Andrea
authors.initials: A
authors.lastname: Caumo
authors.forename: Rita
authors.initials: R
authors.lastname: Basu
authors.forename: Robert
authors.initials: R
authors.lastname: Rizza
authors.forename: Gianna
authors.initials: G
authors.lastname: Toffolo
authors.forename: Claudio
authors.initials: C
authors.lastname: Cobelli
mesh_terms: D000042:Absorption; D000465:Algorithms; D001786:Blood Glucose / Q000378:metabolism; D002247:Carbon Isotopes; D016208:Databases, Factual; D003903:Deuterium; D004435:Eating / Q000502:physiology; D005260:Female; D005947:Glucose / Q000378:metabolism*; D015309:Glucose Clamp Technique / Q000379:methods*; D005951:Glucose Tolerance Test; D006801:Humans; D007328:Insulin / Q000097:blood; D007333:Insulin Resistance / Q000502:physiology*; D008297:Male; D008875:Middle Aged; D008954:Models, Biological; D014316:Tritium
chemical_list: D001786:Blood Glucose; D002247:Carbon Isotopes; D007328:Insulin; D014316:Tritium; D003903:Deuterium; D005947:Glucose