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A Mathematical Modeling Approach to Understanding the Effect of Anti‐Interleukin Therapy on Eosinophils

Emerging T‐helper type 2 (Th(2)) cytokine‐based asthma therapies, such as tralokinumab, lebrikizumab (anti‐interleukin (IL)‐13), and mepolizumab (anti‐IL‐5), have shown differences in their blood eosinophil (EOS) response. To better understand these effects, we developed a mathematical model of EOS...

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Autores principales: Karelina, T, Voronova, V, Demin, O, Colice, G, Agoram, BM
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5192997/
https://www.ncbi.nlm.nih.gov/pubmed/27885827
http://dx.doi.org/10.1002/psp4.12129
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author Karelina, T
Voronova, V
Demin, O
Colice, G
Agoram, BM
author_facet Karelina, T
Voronova, V
Demin, O
Colice, G
Agoram, BM
author_sort Karelina, T
collection PubMed
description Emerging T‐helper type 2 (Th(2)) cytokine‐based asthma therapies, such as tralokinumab, lebrikizumab (anti‐interleukin (IL)‐13), and mepolizumab (anti‐IL‐5), have shown differences in their blood eosinophil (EOS) response. To better understand these effects, we developed a mathematical model of EOS dynamics. For the anti‐IL‐13 therapies, lebrikizumab and tralokinumab, the model predicted an increase of 30% and 10% in total and activated EOS in the blood, respectively, and a decrease in the total and activated EOS in the airways. The model predicted a rapid decrease in total and activated EOS levels in blood and airways for the anti‐IL‐5 therapy mepolizumab. All model‐based predictions were consistent with published clinical observations. The modeling approach provided insights into EOS response after treatment with Th(2)‐targeted therapies, and supports the hypothesis that an increase in blood EOS after anti‐IL‐13 therapy is part of the pharmacological action of these therapies.
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spelling pubmed-51929972016-12-29 A Mathematical Modeling Approach to Understanding the Effect of Anti‐Interleukin Therapy on Eosinophils Karelina, T Voronova, V Demin, O Colice, G Agoram, BM CPT Pharmacometrics Syst Pharmacol Original Articles Emerging T‐helper type 2 (Th(2)) cytokine‐based asthma therapies, such as tralokinumab, lebrikizumab (anti‐interleukin (IL)‐13), and mepolizumab (anti‐IL‐5), have shown differences in their blood eosinophil (EOS) response. To better understand these effects, we developed a mathematical model of EOS dynamics. For the anti‐IL‐13 therapies, lebrikizumab and tralokinumab, the model predicted an increase of 30% and 10% in total and activated EOS in the blood, respectively, and a decrease in the total and activated EOS in the airways. The model predicted a rapid decrease in total and activated EOS levels in blood and airways for the anti‐IL‐5 therapy mepolizumab. All model‐based predictions were consistent with published clinical observations. The modeling approach provided insights into EOS response after treatment with Th(2)‐targeted therapies, and supports the hypothesis that an increase in blood EOS after anti‐IL‐13 therapy is part of the pharmacological action of these therapies. John Wiley and Sons Inc. 2016-11-25 2016-11 /pmc/articles/PMC5192997/ /pubmed/27885827 http://dx.doi.org/10.1002/psp4.12129 Text en © 2016 The Authors CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of American Society for Clinical Pharmacology and Therapeutics This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs (http://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Karelina, T
Voronova, V
Demin, O
Colice, G
Agoram, BM
A Mathematical Modeling Approach to Understanding the Effect of Anti‐Interleukin Therapy on Eosinophils
title A Mathematical Modeling Approach to Understanding the Effect of Anti‐Interleukin Therapy on Eosinophils
title_full A Mathematical Modeling Approach to Understanding the Effect of Anti‐Interleukin Therapy on Eosinophils
title_fullStr A Mathematical Modeling Approach to Understanding the Effect of Anti‐Interleukin Therapy on Eosinophils
title_full_unstemmed A Mathematical Modeling Approach to Understanding the Effect of Anti‐Interleukin Therapy on Eosinophils
title_short A Mathematical Modeling Approach to Understanding the Effect of Anti‐Interleukin Therapy on Eosinophils
title_sort mathematical modeling approach to understanding the effect of anti‐interleukin therapy on eosinophils
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5192997/
https://www.ncbi.nlm.nih.gov/pubmed/27885827
http://dx.doi.org/10.1002/psp4.12129
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