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Mathematical Modeling of Interleukin-35 Promoting Tumor Growth and Angiogenesis
Interleukin-35 (IL-35), a cytokine from the Interleukin-12 cytokine family, has been considered as an anti-inflammatory cytokine which promotes tumor progression and tumor immune evasion. It has also been demonstrated that IL-35 is secreted by regulatory T cells. Recent mouse experiments have shown...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4214702/ https://www.ncbi.nlm.nih.gov/pubmed/25356878 http://dx.doi.org/10.1371/journal.pone.0110126 |
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author | Liao, Kang-Ling Bai, Xue-Feng Friedman, Avner |
author_facet | Liao, Kang-Ling Bai, Xue-Feng Friedman, Avner |
author_sort | Liao, Kang-Ling |
collection | PubMed |
description | Interleukin-35 (IL-35), a cytokine from the Interleukin-12 cytokine family, has been considered as an anti-inflammatory cytokine which promotes tumor progression and tumor immune evasion. It has also been demonstrated that IL-35 is secreted by regulatory T cells. Recent mouse experiments have shown that IL-35 produced by cancer cells promotes tumor growth via enhancing myeloid cell accumulation and angiogenesis, and reducing the infiltration of activated CD8[Image: see text] T cells into tumor microenvironment. In the present paper we develop a mathematical model based on these experimental results. We include in the model an anti-IL-35 drug as treatment. The extended model (with drug) is used to design protocols of anti-IL-35 injections for treatment of cancer. We find that with a fixed total amount of drug, continuous injection has better efficacy than intermittent injections in reducing the tumor load while the treatment is ongoing. We also find that the percentage of tumor reduction under anti-IL-35 treatment improves when the production of IL-35 by cancer is increased. |
format | Online Article Text |
id | pubmed-4214702 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-42147022014-11-05 Mathematical Modeling of Interleukin-35 Promoting Tumor Growth and Angiogenesis Liao, Kang-Ling Bai, Xue-Feng Friedman, Avner PLoS One Research Article Interleukin-35 (IL-35), a cytokine from the Interleukin-12 cytokine family, has been considered as an anti-inflammatory cytokine which promotes tumor progression and tumor immune evasion. It has also been demonstrated that IL-35 is secreted by regulatory T cells. Recent mouse experiments have shown that IL-35 produced by cancer cells promotes tumor growth via enhancing myeloid cell accumulation and angiogenesis, and reducing the infiltration of activated CD8[Image: see text] T cells into tumor microenvironment. In the present paper we develop a mathematical model based on these experimental results. We include in the model an anti-IL-35 drug as treatment. The extended model (with drug) is used to design protocols of anti-IL-35 injections for treatment of cancer. We find that with a fixed total amount of drug, continuous injection has better efficacy than intermittent injections in reducing the tumor load while the treatment is ongoing. We also find that the percentage of tumor reduction under anti-IL-35 treatment improves when the production of IL-35 by cancer is increased. Public Library of Science 2014-10-30 /pmc/articles/PMC4214702/ /pubmed/25356878 http://dx.doi.org/10.1371/journal.pone.0110126 Text en © 2014 Liao 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 Liao, Kang-Ling Bai, Xue-Feng Friedman, Avner Mathematical Modeling of Interleukin-35 Promoting Tumor Growth and Angiogenesis |
title | Mathematical Modeling of Interleukin-35 Promoting Tumor Growth and Angiogenesis |
title_full | Mathematical Modeling of Interleukin-35 Promoting Tumor Growth and Angiogenesis |
title_fullStr | Mathematical Modeling of Interleukin-35 Promoting Tumor Growth and Angiogenesis |
title_full_unstemmed | Mathematical Modeling of Interleukin-35 Promoting Tumor Growth and Angiogenesis |
title_short | Mathematical Modeling of Interleukin-35 Promoting Tumor Growth and Angiogenesis |
title_sort | mathematical modeling of interleukin-35 promoting tumor growth and angiogenesis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4214702/ https://www.ncbi.nlm.nih.gov/pubmed/25356878 http://dx.doi.org/10.1371/journal.pone.0110126 |
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