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Meta-Modeling of Methylprednisolone Effects on Glucose Regulation in Rats

A retrospective meta-modeling analysis was performed to integrate previously reported data of glucocorticoid (GC) effects on glucose regulation following a single intramuscular dose (50 mg/kg), single intravenous doses (10, 50 mg/kg), and intravenous infusions (0.1, 0.2, 0.3 and 0.4 mg/kg/h) of meth...

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Autores principales: Fang, Jing, Sukumaran, Siddharth, DuBois, Debra C., Almon, Richard R., Jusko, William J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3847111/
https://www.ncbi.nlm.nih.gov/pubmed/24312573
http://dx.doi.org/10.1371/journal.pone.0081679
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author Fang, Jing
Sukumaran, Siddharth
DuBois, Debra C.
Almon, Richard R.
Jusko, William J.
author_facet Fang, Jing
Sukumaran, Siddharth
DuBois, Debra C.
Almon, Richard R.
Jusko, William J.
author_sort Fang, Jing
collection PubMed
description A retrospective meta-modeling analysis was performed to integrate previously reported data of glucocorticoid (GC) effects on glucose regulation following a single intramuscular dose (50 mg/kg), single intravenous doses (10, 50 mg/kg), and intravenous infusions (0.1, 0.2, 0.3 and 0.4 mg/kg/h) of methylprednisolone (MPL) in normal and adrenalectomized (ADX) male Wistar rats. A mechanistic pharmacodynamic (PD) model was developed based on the receptor/gene/protein-mediated GC effects on glucose regulation. Three major target organs (liver, white adipose tissue and skeletal muscle) together with some selected intermediate controlling factors were designated as important regulators involved in the pathogenesis of GC-induced glucose dysregulation. Assessed were dynamic changes of food intake and systemic factors (plasma glucose, insulin, free fatty acids (FFA) and leptin) and tissue-specific biomarkers (cAMP, phosphoenolpyruvate carboxykinase (PEPCK) mRNA and enzyme activity, leptin mRNA, interleukin 6 receptor type 1 (IL6R1) mRNA and Insulin receptor substrate-1 (IRS-1) mRNA) after acute and chronic dosing with MPL along with the GC receptor (GR) dynamics in each target organ. Upon binding to GR in liver, MPL dosing caused increased glucose production by stimulating hepatic cAMP and PEPCK activity. In adipose tissue, the rise in leptin mRNA and plasma leptin caused reduction of food intake, the exogenous source of glucose input. Down-regulation of IRS-1 mRNA expression in skeletal muscle inhibited the stimulatory effect of insulin on glucose utilization further contributing to hyperglycemia. The nuclear drug-receptor complex served as the driving force for stimulation or inhibition of downstream target gene expression within different tissues. Incorporating information such as receptor dynamics, as well as the gene and protein induction, allowed us to describe the receptor-mediated effects of MPL on glucose regulation in each important tissue. This advanced mechanistic model provides unique insights into the contributions of major tissues and quantitative hypotheses for the multi-factor control of a complex metabolic system.
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spelling pubmed-38471112013-12-05 Meta-Modeling of Methylprednisolone Effects on Glucose Regulation in Rats Fang, Jing Sukumaran, Siddharth DuBois, Debra C. Almon, Richard R. Jusko, William J. PLoS One Research Article A retrospective meta-modeling analysis was performed to integrate previously reported data of glucocorticoid (GC) effects on glucose regulation following a single intramuscular dose (50 mg/kg), single intravenous doses (10, 50 mg/kg), and intravenous infusions (0.1, 0.2, 0.3 and 0.4 mg/kg/h) of methylprednisolone (MPL) in normal and adrenalectomized (ADX) male Wistar rats. A mechanistic pharmacodynamic (PD) model was developed based on the receptor/gene/protein-mediated GC effects on glucose regulation. Three major target organs (liver, white adipose tissue and skeletal muscle) together with some selected intermediate controlling factors were designated as important regulators involved in the pathogenesis of GC-induced glucose dysregulation. Assessed were dynamic changes of food intake and systemic factors (plasma glucose, insulin, free fatty acids (FFA) and leptin) and tissue-specific biomarkers (cAMP, phosphoenolpyruvate carboxykinase (PEPCK) mRNA and enzyme activity, leptin mRNA, interleukin 6 receptor type 1 (IL6R1) mRNA and Insulin receptor substrate-1 (IRS-1) mRNA) after acute and chronic dosing with MPL along with the GC receptor (GR) dynamics in each target organ. Upon binding to GR in liver, MPL dosing caused increased glucose production by stimulating hepatic cAMP and PEPCK activity. In adipose tissue, the rise in leptin mRNA and plasma leptin caused reduction of food intake, the exogenous source of glucose input. Down-regulation of IRS-1 mRNA expression in skeletal muscle inhibited the stimulatory effect of insulin on glucose utilization further contributing to hyperglycemia. The nuclear drug-receptor complex served as the driving force for stimulation or inhibition of downstream target gene expression within different tissues. Incorporating information such as receptor dynamics, as well as the gene and protein induction, allowed us to describe the receptor-mediated effects of MPL on glucose regulation in each important tissue. This advanced mechanistic model provides unique insights into the contributions of major tissues and quantitative hypotheses for the multi-factor control of a complex metabolic system. Public Library of Science 2013-12-02 /pmc/articles/PMC3847111/ /pubmed/24312573 http://dx.doi.org/10.1371/journal.pone.0081679 Text en © 2013 Fang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Fang, Jing
Sukumaran, Siddharth
DuBois, Debra C.
Almon, Richard R.
Jusko, William J.
Meta-Modeling of Methylprednisolone Effects on Glucose Regulation in Rats
title Meta-Modeling of Methylprednisolone Effects on Glucose Regulation in Rats
title_full Meta-Modeling of Methylprednisolone Effects on Glucose Regulation in Rats
title_fullStr Meta-Modeling of Methylprednisolone Effects on Glucose Regulation in Rats
title_full_unstemmed Meta-Modeling of Methylprednisolone Effects on Glucose Regulation in Rats
title_short Meta-Modeling of Methylprednisolone Effects on Glucose Regulation in Rats
title_sort meta-modeling of methylprednisolone effects on glucose regulation in rats
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3847111/
https://www.ncbi.nlm.nih.gov/pubmed/24312573
http://dx.doi.org/10.1371/journal.pone.0081679
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