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2.
Med Biol Eng Comput ; 53(12): 1361-9, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26607818

ABSTRACT

This work aimed to evaluate the use of a four-point glucagon stimulation test of C-peptide effect on glucose utilization in type 1 diabetic patients using a new mathematical model. A group of 32 type 1 diabetic patients and a group of 10 healthy control subjects underwent a four-point glucagon stimulation test with blood sampling at 0, 6, 15 and 30 min after 1 mg glucagon bolus intravenous administration. Pharmacokinetic and pharmacokinetic/pharmacodynamic models of C-peptide effect on glucose utilization versus area under curve (AUC) were used. A two-sample t test and ANOVA with Bonferroni correction were used to test the significance of differences between parameters. A significant difference between control and patient groups regarding the coefficient of whole-body glucose utilization and AUC C-peptide/AUC glucose ratio (p â‰ª 0.001 and p = 0.002, respectively) was observed. The high correlation (r = 0.97) between modeled coefficient of whole-body glucose utilization and numerically calculated AUC C-peptide/AUC glucose ratio related to entire cohort indicated the stability of used method. The short-term four-point glucagon stimulation test allows the numerically calculated AUC C-peptide/AUC glucose ratio and/or the coefficient of whole-body glucose utilization calculated from model to be used to diagnostically identify type 1 diabetic patients.


Subject(s)
Blood Glucose/metabolism , C-Peptide/metabolism , Diabetes Mellitus, Type 1/metabolism , Glucagon/metabolism , Adult , Case-Control Studies , Female , Glucagon/administration & dosage , Glucose Tolerance Test , Humans , Male , Models, Statistical , Young Adult
3.
Endocr Res ; 40(3): 156-9, 2015.
Article in English | MEDLINE | ID: mdl-25531505

ABSTRACT

PURPOSE/AIM: The main aim of this study was to propose a method to express whole body insulin sensitivity as estimated by a hyperinsulinemic-euglycemic clamp (HEC) as a dimensionless parameter. MATERIALS AND METHODS: Two groups of subjects were examined: The first group was comprised of seven healthy lean volunteers with BMI <25 kg/m(2) and a second group comprised of four obese subjects with BMI ≥30 kg/m(2). The dependence between the M/I index expressing the whole body insulin sensitivity, and the dimensionless whole human body effect E as a ratio of the clearance of glucose and the clearance of insulin after their exogenous administration during the last 40 min of the HEC test, was expressed by regression analysis. Unlike an expression of insulin sensitivity/resistance as a function of M taking into account the space corrections or the M/I index, our whole human body effect represents the insulin sensitivity/resistance as a dimensionless number. RESULTS: A linear dependence between the M/I index and the dimensionless effect E with zero intercept and slope at 2.2623 ± 0.157, r = 0.914, and between the M/I index and the effect E recalculated per kg of human body weight with zero intercept and slope at 0.03164 ± 0.00127, r = 0.978, were observed. CONCLUSIONS: The high correlation between the M/I index and new effect E in lean and obese volunteers confirms our proposal that the HEC test could be evaluated by a dimensionless parameter which eliminates potential unit mismatches in the expression of clamp results.


Subject(s)
Blood Glucose/metabolism , Glucose Clamp Technique/methods , Insulin Resistance/physiology , Insulin/blood , Obesity/metabolism , Adult , Body Mass Index , Female , Glucose Tolerance Test , Humans , Male
4.
Comput Methods Programs Biomed ; 107(2): 347-56, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22465640

ABSTRACT

New mathematical models from physiologically interpreted parameters capable of evaluating glucose metabolism within the liver and/or the whole body were developed. The group of pigs in a fasting state and the group of pigs with euglycemic supraphysiological hyperinsulinemia were scanned by positron emission tomography after a single dose of [(18)F]FDG tracer. Simultaneously frequent sampling of the dynamic data of [(18)F]FDG plasma concentration in artery, portal vein and hepatic vein was obtained. A system approach to the liver and/or the whole-body system by the tools of linear dynamic sysztem theory was used. Three kinds of structural models, single input and single output or multiple outputs and multiple inputs and single output, were identified. Differences between the group of fasting pigs and the group of pigs in euglycemic supraphysiological hyperinsulinemia were identified by estimated parameters of the structural models. The suitability of the structural mathematical models for the estimation of physiologically interpreted parameters from PET was validated.


Subject(s)
Fluorodeoxyglucose F18/pharmacology , Glucose/metabolism , Hyperinsulinism/metabolism , Liver/metabolism , Models, Biological , Positron-Emission Tomography/methods , Computer Simulation , Fasting/metabolism , Glucose Clamp Technique , Humans , Hyperinsulinism/diagnostic imaging , Radiopharmaceuticals
5.
Int J Pharm ; 380(1-2): 89-95, 2009 Oct 01.
Article in English | MEDLINE | ID: mdl-19596057

ABSTRACT

The study was conducted to exemplify an approach capable of obtaining a new insight into bioequivalence (BE) assessment, by the use of a physiologically motivated model. Data from an oral BE study of two piroxicam (PXM) products was used as an example. The BE study was carried out with 24 healthy European subjects according to a two-sequence crossover-randomized design. The test and reference formulations were a PXM generic formulation (LaborMed Pharma, Romania) and Feldene (Pfizer, USA), respectively. Plasma concentrations of PXM were monitored by a validated high-performance liquid chromatography over a period of 144 h after administration. After the structure of the optimal model was selected, parameters that characterized the whole-body disposition behavior of PXM in the subjects were derived. The paired Student's t-test and Wilkoxon's test were performed on the derived parameters. The null hypothesis of no differences in the parameters of the whole-body disposition behavior of PXM related to the test and reference product was not rejected at 5% level of significance. This result suggested that the compared products were bioequivalent and could be used interchangeably in clinical setting. The presented approach might show a new way, worth incorporating in future BE guidelines.


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal/pharmacokinetics , Drugs, Generic/pharmacokinetics , Models, Biological , Piroxicam/pharmacokinetics , Therapeutic Equivalency , Adolescent , Adult , Anti-Inflammatory Agents, Non-Steroidal/blood , Cross-Over Studies , Humans , Male , Middle Aged , Piroxicam/blood
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