Literature DB >> 27245333

Glucose uptake saturation explains glucose kinetics profiles measured by different tests.

Roberto Bizzotto1, Andrea Natali2, Amalia Gastaldelli3, Elza Muscelli2, Martin Krssak4, Attila Brehm4, Michael Roden5, Ele Ferrannini6, Andrea Mari7.   

Abstract

It is known that for a given insulin level glucose clearance depends on glucose concentration. However, a quantitative representation of the concomitant effects of hyperinsulinemia and hyperglycemia on glucose clearance, necessary to describe heterogeneous tests such as euglycemic and hyperglycemic clamps and oral tests, is lacking. Data from five studies (123 subjects) using a glucose tracer and including all the above tests in normal and diabetic subjects were collected. A mathematical model was developed in which glucose utilization was represented as a Michaelis-Menten function of glucose with constant Km and insulin-controlled Vmax, consistently with the basic notions of glucose transport. Individual values for the model parameters were estimated using a population approach. Tracer data were accurately fitted in all tests. The estimated Km was 3.88 (2.83-5.32) mmol/l [median (interquartile range)]. Median model-derived glucose clearance at 600 pmol/l insulin was reduced from 246 to 158 ml·min(-1)·m(-2) when glucose was raised from 5 to 10 mmol/l. The model reproduced the characteristic lack of increase in glucose clearance when moderate hyperinsulinemia was accompanied by hyperglycemia. In all tests, insulin sensitivity was inversely correlated with BMI, as expected (R(2) = 0.234, P = 0.0001). In conclusion, glucose clearance in euglycemic and hyperglycemic clamps and oral tests can be described with a unifying model, consistent with the notions of glucose transport and able to reproduce the suppression of glucose clearance due to hyperglycemia observed in previous studies. The model may be important for the design of reliable glucose homeostasis simulators.
Copyright © 2016 the American Physiological Society.

Entities:  

Keywords:  glucose metabolism; glucose tracers; insulin sensitivity; mathematical models; uptake saturation

Mesh:

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Year:  2016        PMID: 27245333     DOI: 10.1152/ajpendo.00045.2016

Source DB:  PubMed          Journal:  Am J Physiol Endocrinol Metab        ISSN: 0193-1849            Impact factor:   4.310


  3 in total

1.  Dynamics of Intrinsic Glucose Uptake Kinetics in Human Mesenchymal Stem Cells During Chondrogenesis.

Authors:  Yi Zhong; Mostafa Motavalli; Kuo-Chen Wang; Arnold I Caplan; Jean F Welter; Harihara Baskaran
Journal:  Ann Biomed Eng       Date:  2018-06-14       Impact factor: 3.934

Review 2.  Mathematical Modeling for the Physiological and Clinical Investigation of Glucose Homeostasis and Diabetes.

Authors:  Andrea Mari; Andrea Tura; Eleonora Grespan; Roberto Bizzotto
Journal:  Front Physiol       Date:  2020-11-25       Impact factor: 4.566

3.  A Model-Informed Drug Discovery and Development Strategy for the Novel Glucose-Responsive Insulin MK-2640 Enabled Rapid Decision Making.

Authors:  Sandra A G Visser; Bhargava Kandala; Craig Fancourt; Alexander W Krug; Carolyn R Cho
Journal:  Clin Pharmacol Ther       Date:  2020-02-03       Impact factor: 6.875

  3 in total

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