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Pharmacokinetics and pharmacodynamics of VEGF-neutralizing antibodies

BACKGROUND: Vascular endothelial growth factor (VEGF) is a potent regulator of angiogenesis, and its role in cancer biology has been widely studied. Many cancer therapies target angiogenesis, with a focus being on VEGF-mediated signaling such as antibodies to VEGF. However, it is difficult to predic...

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Autores principales: Finley, Stacey D, Engel-Stefanini, Marianne O, Imoukhuede, PI, Popel, Aleksander S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3229549/
https://www.ncbi.nlm.nih.gov/pubmed/22104283
http://dx.doi.org/10.1186/1752-0509-5-193
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author Finley, Stacey D
Engel-Stefanini, Marianne O
Imoukhuede, PI
Popel, Aleksander S
author_facet Finley, Stacey D
Engel-Stefanini, Marianne O
Imoukhuede, PI
Popel, Aleksander S
author_sort Finley, Stacey D
collection PubMed
description BACKGROUND: Vascular endothelial growth factor (VEGF) is a potent regulator of angiogenesis, and its role in cancer biology has been widely studied. Many cancer therapies target angiogenesis, with a focus being on VEGF-mediated signaling such as antibodies to VEGF. However, it is difficult to predict the effects of VEGF-neutralizing agents. We have developed a whole-body model of VEGF kinetics and transport under pathological conditions (in the presence of breast tumor). The model includes two major VEGF isoforms VEGF(121 )and VEGF(165), receptors VEGFR1, VEGFR2 and co-receptors Neuropilin-1 and Neuropilin-2. We have added receptors on parenchymal cells (muscle fibers and tumor cells), and incorporated experimental data for the cell surface density of receptors on the endothelial cells, myocytes, and tumor cells. The model is applied to investigate the action of VEGF-neutralizing agents (called "anti-VEGF") in the treatment of cancer. RESULTS: Through a sensitivity study, we examine how model parameters influence the level of free VEGF in the tumor, a measure of the response to VEGF-neutralizing drugs. We investigate the effects of systemic properties such as microvascular permeability and lymphatic flow, and of drug characteristics such as the clearance rate and binding affinity. We predict that increasing microvascular permeability in the tumor above 10(-5 )cm/s elicits the undesired effect of increasing tumor interstitial VEGF concentration beyond even the baseline level. We also examine the impact of the tumor microenvironment, including receptor expression and internalization, as well as VEGF secretion. We find that following anti-VEGF treatment, the concentration of free VEGF in the tumor can vary between 7 and 233 pM, with a dependence on both the density of VEGF receptors and co-receptors and the rate of neuropilin internalization on tumor cells. Finally, we predict that free VEGF in the tumor is reduced following anti-VEGF treatment when VEGF(121 )comprises at least 25% of the VEGF secreted by tumor cells. CONCLUSIONS: This study explores the optimal drug characteristics required for an anti-VEGF agent to have a therapeutic effect and the tumor-specific properties that influence the response to therapy. Our model provides a framework for investigating the use of VEGF-neutralizing drugs for personalized medicine treatment strategies.
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spelling pubmed-32295492011-12-12 Pharmacokinetics and pharmacodynamics of VEGF-neutralizing antibodies Finley, Stacey D Engel-Stefanini, Marianne O Imoukhuede, PI Popel, Aleksander S BMC Syst Biol Research Article BACKGROUND: Vascular endothelial growth factor (VEGF) is a potent regulator of angiogenesis, and its role in cancer biology has been widely studied. Many cancer therapies target angiogenesis, with a focus being on VEGF-mediated signaling such as antibodies to VEGF. However, it is difficult to predict the effects of VEGF-neutralizing agents. We have developed a whole-body model of VEGF kinetics and transport under pathological conditions (in the presence of breast tumor). The model includes two major VEGF isoforms VEGF(121 )and VEGF(165), receptors VEGFR1, VEGFR2 and co-receptors Neuropilin-1 and Neuropilin-2. We have added receptors on parenchymal cells (muscle fibers and tumor cells), and incorporated experimental data for the cell surface density of receptors on the endothelial cells, myocytes, and tumor cells. The model is applied to investigate the action of VEGF-neutralizing agents (called "anti-VEGF") in the treatment of cancer. RESULTS: Through a sensitivity study, we examine how model parameters influence the level of free VEGF in the tumor, a measure of the response to VEGF-neutralizing drugs. We investigate the effects of systemic properties such as microvascular permeability and lymphatic flow, and of drug characteristics such as the clearance rate and binding affinity. We predict that increasing microvascular permeability in the tumor above 10(-5 )cm/s elicits the undesired effect of increasing tumor interstitial VEGF concentration beyond even the baseline level. We also examine the impact of the tumor microenvironment, including receptor expression and internalization, as well as VEGF secretion. We find that following anti-VEGF treatment, the concentration of free VEGF in the tumor can vary between 7 and 233 pM, with a dependence on both the density of VEGF receptors and co-receptors and the rate of neuropilin internalization on tumor cells. Finally, we predict that free VEGF in the tumor is reduced following anti-VEGF treatment when VEGF(121 )comprises at least 25% of the VEGF secreted by tumor cells. CONCLUSIONS: This study explores the optimal drug characteristics required for an anti-VEGF agent to have a therapeutic effect and the tumor-specific properties that influence the response to therapy. Our model provides a framework for investigating the use of VEGF-neutralizing drugs for personalized medicine treatment strategies. BioMed Central 2011-11-21 /pmc/articles/PMC3229549/ /pubmed/22104283 http://dx.doi.org/10.1186/1752-0509-5-193 Text en Copyright ©2011 Finley et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Finley, Stacey D
Engel-Stefanini, Marianne O
Imoukhuede, PI
Popel, Aleksander S
Pharmacokinetics and pharmacodynamics of VEGF-neutralizing antibodies
title Pharmacokinetics and pharmacodynamics of VEGF-neutralizing antibodies
title_full Pharmacokinetics and pharmacodynamics of VEGF-neutralizing antibodies
title_fullStr Pharmacokinetics and pharmacodynamics of VEGF-neutralizing antibodies
title_full_unstemmed Pharmacokinetics and pharmacodynamics of VEGF-neutralizing antibodies
title_short Pharmacokinetics and pharmacodynamics of VEGF-neutralizing antibodies
title_sort pharmacokinetics and pharmacodynamics of vegf-neutralizing antibodies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3229549/
https://www.ncbi.nlm.nih.gov/pubmed/22104283
http://dx.doi.org/10.1186/1752-0509-5-193
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