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A mathematical model reveals sex-specific changes in glucose and insulin tolerance during rat puberty and maturation

AIM: To evaluate the effects of maturation and sex on glucose metabolism during glucose tolerance (GTT) and insulin tolerance tests (ITT) in young and adult male and female rats by using two different approaches – the conventional, which uses area under the curve and glucose curve, and mathematical...

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Autores principales: Balog, Marta, Ivić, Vedrana, Scitovski, Rudolf, Labak, Irena, Szűcs, Kálmán Ferenc, Gaspar, Robert, Vári, Sándor G., Heffer, Marija
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Croatian Medical Schools 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7230410/
https://www.ncbi.nlm.nih.gov/pubmed/32378377
http://dx.doi.org/10.3325/cmj.2020.61.107
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author Balog, Marta
Ivić, Vedrana
Scitovski, Rudolf
Labak, Irena
Szűcs, Kálmán Ferenc
Gaspar, Robert
Vári, Sándor G.
Heffer, Marija
author_facet Balog, Marta
Ivić, Vedrana
Scitovski, Rudolf
Labak, Irena
Szűcs, Kálmán Ferenc
Gaspar, Robert
Vári, Sándor G.
Heffer, Marija
author_sort Balog, Marta
collection PubMed
description AIM: To evaluate the effects of maturation and sex on glucose metabolism during glucose tolerance (GTT) and insulin tolerance tests (ITT) in young and adult male and female rats by using two different approaches – the conventional, which uses area under the curve and glucose curve, and mathematical modeling that identifies parameters necessary for determining the function that models glucose metabolism. METHODS: Male and female rats at 3.5 and 12 months of age underwent standard GTT and ITT after overnight fasting. The parameters were identified by using Mathematica-module NonlinearModelFit [] for experimentally obtained data. RESULTS: When data were statistically analyzed, both sexes and age groups had similar glucose and insulin tolerance. In the mathematical model of GTT, parameters describing the rate of glucose concentration increase G’(0) and decrease G’(I) multiplied with maturation, with a concomitant decrease in the time point (t(max), t(I)) of reaching maximum and minimum glucose concentration (G(max), G(0)). The mathematical model of ITT for males was independent of age, unlike that for females, which had increased G’(0) and G’(I), and more quickly recovered from hypoglycemia after maturation. CONCLUSION: The mathematical model revealed female susceptibility to large glucose excursions, which are better reflected by ITT in young animals and by GTT in adults.
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spelling pubmed-72304102020-06-08 A mathematical model reveals sex-specific changes in glucose and insulin tolerance during rat puberty and maturation Balog, Marta Ivić, Vedrana Scitovski, Rudolf Labak, Irena Szűcs, Kálmán Ferenc Gaspar, Robert Vári, Sándor G. Heffer, Marija Croat Med J Reasearch Article AIM: To evaluate the effects of maturation and sex on glucose metabolism during glucose tolerance (GTT) and insulin tolerance tests (ITT) in young and adult male and female rats by using two different approaches – the conventional, which uses area under the curve and glucose curve, and mathematical modeling that identifies parameters necessary for determining the function that models glucose metabolism. METHODS: Male and female rats at 3.5 and 12 months of age underwent standard GTT and ITT after overnight fasting. The parameters were identified by using Mathematica-module NonlinearModelFit [] for experimentally obtained data. RESULTS: When data were statistically analyzed, both sexes and age groups had similar glucose and insulin tolerance. In the mathematical model of GTT, parameters describing the rate of glucose concentration increase G’(0) and decrease G’(I) multiplied with maturation, with a concomitant decrease in the time point (t(max), t(I)) of reaching maximum and minimum glucose concentration (G(max), G(0)). The mathematical model of ITT for males was independent of age, unlike that for females, which had increased G’(0) and G’(I), and more quickly recovered from hypoglycemia after maturation. CONCLUSION: The mathematical model revealed female susceptibility to large glucose excursions, which are better reflected by ITT in young animals and by GTT in adults. Croatian Medical Schools 2020-04 /pmc/articles/PMC7230410/ /pubmed/32378377 http://dx.doi.org/10.3325/cmj.2020.61.107 Text en Copyright © 2020 by the Croatian Medical Journal. All rights reserved. http://creativecommons.org/licenses/by/2.5/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Reasearch Article
Balog, Marta
Ivić, Vedrana
Scitovski, Rudolf
Labak, Irena
Szűcs, Kálmán Ferenc
Gaspar, Robert
Vári, Sándor G.
Heffer, Marija
A mathematical model reveals sex-specific changes in glucose and insulin tolerance during rat puberty and maturation
title A mathematical model reveals sex-specific changes in glucose and insulin tolerance during rat puberty and maturation
title_full A mathematical model reveals sex-specific changes in glucose and insulin tolerance during rat puberty and maturation
title_fullStr A mathematical model reveals sex-specific changes in glucose and insulin tolerance during rat puberty and maturation
title_full_unstemmed A mathematical model reveals sex-specific changes in glucose and insulin tolerance during rat puberty and maturation
title_short A mathematical model reveals sex-specific changes in glucose and insulin tolerance during rat puberty and maturation
title_sort mathematical model reveals sex-specific changes in glucose and insulin tolerance during rat puberty and maturation
topic Reasearch Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7230410/
https://www.ncbi.nlm.nih.gov/pubmed/32378377
http://dx.doi.org/10.3325/cmj.2020.61.107
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