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Comparison of the gamma-Pareto convolution with conventional methods of characterising metformin pharmacokinetics in dogs
A model was developed for long term metformin tissue retention based upon temporally inclusive models of serum/plasma concentration ([Formula: see text] ) having power function tails called the gamma-Pareto type I convolution (GPC) model and was contrasted with biexponential (E2) and noncompartmenta...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7040082/ https://www.ncbi.nlm.nih.gov/pubmed/31865474 http://dx.doi.org/10.1007/s10928-019-09666-z |
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author | Wesolowski, Carl A. Wanasundara, Surajith N. Babyn, Paul S. Alcorn, Jane |
author_facet | Wesolowski, Carl A. Wanasundara, Surajith N. Babyn, Paul S. Alcorn, Jane |
author_sort | Wesolowski, Carl A. |
collection | PubMed |
description | A model was developed for long term metformin tissue retention based upon temporally inclusive models of serum/plasma concentration ([Formula: see text] ) having power function tails called the gamma-Pareto type I convolution (GPC) model and was contrasted with biexponential (E2) and noncompartmental (NC) metformin models. GPC models of [Formula: see text] have a peripheral venous first arrival of drug-times parameter, early [Formula: see text] peaks and very slow washouts of [Formula: see text] . The GPC, E2 and NC models were applied to a total of 148 serum samples drawn from 20 min to 72 h following bolus intravenous metformin in seven healthy mongrel dogs. The GPC model was used to calculate area under the curve (AUC), clearance ([Formula: see text] ), and functions of time, f(t), for drug mass remaining (M), apparent volume of distribution ([Formula: see text] ), as well as [Formula: see text] for [Formula: see text] , [Formula: see text] and [Formula: see text] . The GPC models of [Formula: see text] yielded metformin [Formula: see text] -values that were 84.8% of total renal plasma flow (RPF) as estimated from meta-analysis. The GPC [Formula: see text] -values were significantly less than the corresponding NC and E2 [Formula: see text] -values of 104.7% and 123.7% of RPF, respectively. The GPC plasma/serum only model predicted 78.9% drug [Formula: see text] average urinary recovery at 72 h; similar to prior human urine drug [Formula: see text] collection results. The GPC model [Formula: see text] of [Formula: see text] , [Formula: see text] and [Formula: see text] , were asymptotically proportional to elapsed time, with a constant limiting [Formula: see text] ratio of M/C averaging 7.0 times, a result in keeping with prior simultaneous [Formula: see text] and urine [Formula: see text] collection studies and exhibiting a rate of apparent volume growth of [Formula: see text] that achieved limiting constant values. A simulated constant average drug mass multidosing protocol exhibited increased [Formula: see text] and [Formula: see text] with elapsing time, effects that have been observed experimentally during same-dose multidosing. The GPC heavy-tailed models explained multiple documented phenomena that were unexplained with lighter-tailed models. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10928-019-09666-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-7040082 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-70400822020-03-10 Comparison of the gamma-Pareto convolution with conventional methods of characterising metformin pharmacokinetics in dogs Wesolowski, Carl A. Wanasundara, Surajith N. Babyn, Paul S. Alcorn, Jane J Pharmacokinet Pharmacodyn Original Paper A model was developed for long term metformin tissue retention based upon temporally inclusive models of serum/plasma concentration ([Formula: see text] ) having power function tails called the gamma-Pareto type I convolution (GPC) model and was contrasted with biexponential (E2) and noncompartmental (NC) metformin models. GPC models of [Formula: see text] have a peripheral venous first arrival of drug-times parameter, early [Formula: see text] peaks and very slow washouts of [Formula: see text] . The GPC, E2 and NC models were applied to a total of 148 serum samples drawn from 20 min to 72 h following bolus intravenous metformin in seven healthy mongrel dogs. The GPC model was used to calculate area under the curve (AUC), clearance ([Formula: see text] ), and functions of time, f(t), for drug mass remaining (M), apparent volume of distribution ([Formula: see text] ), as well as [Formula: see text] for [Formula: see text] , [Formula: see text] and [Formula: see text] . The GPC models of [Formula: see text] yielded metformin [Formula: see text] -values that were 84.8% of total renal plasma flow (RPF) as estimated from meta-analysis. The GPC [Formula: see text] -values were significantly less than the corresponding NC and E2 [Formula: see text] -values of 104.7% and 123.7% of RPF, respectively. The GPC plasma/serum only model predicted 78.9% drug [Formula: see text] average urinary recovery at 72 h; similar to prior human urine drug [Formula: see text] collection results. The GPC model [Formula: see text] of [Formula: see text] , [Formula: see text] and [Formula: see text] , were asymptotically proportional to elapsed time, with a constant limiting [Formula: see text] ratio of M/C averaging 7.0 times, a result in keeping with prior simultaneous [Formula: see text] and urine [Formula: see text] collection studies and exhibiting a rate of apparent volume growth of [Formula: see text] that achieved limiting constant values. A simulated constant average drug mass multidosing protocol exhibited increased [Formula: see text] and [Formula: see text] with elapsing time, effects that have been observed experimentally during same-dose multidosing. The GPC heavy-tailed models explained multiple documented phenomena that were unexplained with lighter-tailed models. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10928-019-09666-z) contains supplementary material, which is available to authorized users. Springer US 2019-12-21 2020 /pmc/articles/PMC7040082/ /pubmed/31865474 http://dx.doi.org/10.1007/s10928-019-09666-z Text en © The Author(s) 2019 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Original Paper Wesolowski, Carl A. Wanasundara, Surajith N. Babyn, Paul S. Alcorn, Jane Comparison of the gamma-Pareto convolution with conventional methods of characterising metformin pharmacokinetics in dogs |
title | Comparison of the gamma-Pareto convolution with conventional methods of characterising metformin pharmacokinetics in dogs |
title_full | Comparison of the gamma-Pareto convolution with conventional methods of characterising metformin pharmacokinetics in dogs |
title_fullStr | Comparison of the gamma-Pareto convolution with conventional methods of characterising metformin pharmacokinetics in dogs |
title_full_unstemmed | Comparison of the gamma-Pareto convolution with conventional methods of characterising metformin pharmacokinetics in dogs |
title_short | Comparison of the gamma-Pareto convolution with conventional methods of characterising metformin pharmacokinetics in dogs |
title_sort | comparison of the gamma-pareto convolution with conventional methods of characterising metformin pharmacokinetics in dogs |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7040082/ https://www.ncbi.nlm.nih.gov/pubmed/31865474 http://dx.doi.org/10.1007/s10928-019-09666-z |
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