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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Croatian Medical Schools
2020
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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. |
format | Online Article Text |
id | pubmed-7230410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Croatian Medical Schools |
record_format | MEDLINE/PubMed |
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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