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Role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: A mathematical model
Neutrophils display rapid and potent innate immune responses in various diseases. Tumor-associated neutrophils (TANs) however either induce or overcome immunosuppressive functions of the tumor microenvironment through complex tumor-stroma crosstalk. We developed a mathematical model to address the q...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6349324/ https://www.ncbi.nlm.nih.gov/pubmed/30689655 http://dx.doi.org/10.1371/journal.pone.0211041 |
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author | Kim, Yangjin Lee, Donggu Lee, Junho Lee, Seongwon Lawler, Sean |
author_facet | Kim, Yangjin Lee, Donggu Lee, Junho Lee, Seongwon Lawler, Sean |
author_sort | Kim, Yangjin |
collection | PubMed |
description | Neutrophils display rapid and potent innate immune responses in various diseases. Tumor-associated neutrophils (TANs) however either induce or overcome immunosuppressive functions of the tumor microenvironment through complex tumor-stroma crosstalk. We developed a mathematical model to address the question of how phenotypic alterations between tumor suppressive N1 TANS, and tumor promoting N2 TANs affect nonlinear tumor growth in a complex tumor microenvironment. The model provides a visual display of the complex behavior of populations of TANs and tumors in response to various TGF-β and IFN-β stimuli. In addition, the effect of anti-tumor drug administration is incorporated in the model in an effort to achieve optimal anti-tumor efficacy. The simulation results from the mathematical model were in good agreement with experimental data. We found that the N2-to-N1 ratio (N21R) index is positively correlated with aggressive tumor growth, suggesting that this may be a good prognostic factor. We also found that the antitumor efficacy increases when the relative ratio (Dap) of delayed apoptotic cell death of N1 and N2 TANs is either very small or relatively large, providing a basis for therapeutically targeting prometastatic N2 TANs. |
format | Online Article Text |
id | pubmed-6349324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-63493242019-02-15 Role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: A mathematical model Kim, Yangjin Lee, Donggu Lee, Junho Lee, Seongwon Lawler, Sean PLoS One Research Article Neutrophils display rapid and potent innate immune responses in various diseases. Tumor-associated neutrophils (TANs) however either induce or overcome immunosuppressive functions of the tumor microenvironment through complex tumor-stroma crosstalk. We developed a mathematical model to address the question of how phenotypic alterations between tumor suppressive N1 TANS, and tumor promoting N2 TANs affect nonlinear tumor growth in a complex tumor microenvironment. The model provides a visual display of the complex behavior of populations of TANs and tumors in response to various TGF-β and IFN-β stimuli. In addition, the effect of anti-tumor drug administration is incorporated in the model in an effort to achieve optimal anti-tumor efficacy. The simulation results from the mathematical model were in good agreement with experimental data. We found that the N2-to-N1 ratio (N21R) index is positively correlated with aggressive tumor growth, suggesting that this may be a good prognostic factor. We also found that the antitumor efficacy increases when the relative ratio (Dap) of delayed apoptotic cell death of N1 and N2 TANs is either very small or relatively large, providing a basis for therapeutically targeting prometastatic N2 TANs. Public Library of Science 2019-01-28 /pmc/articles/PMC6349324/ /pubmed/30689655 http://dx.doi.org/10.1371/journal.pone.0211041 Text en © 2019 Kim 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kim, Yangjin Lee, Donggu Lee, Junho Lee, Seongwon Lawler, Sean Role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: A mathematical model |
title | Role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: A mathematical model |
title_full | Role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: A mathematical model |
title_fullStr | Role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: A mathematical model |
title_full_unstemmed | Role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: A mathematical model |
title_short | Role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: A mathematical model |
title_sort | role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: a mathematical model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6349324/ https://www.ncbi.nlm.nih.gov/pubmed/30689655 http://dx.doi.org/10.1371/journal.pone.0211041 |
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