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Role of tumor-associated neutrophils in regulation of tumor growth in lung cancer development: A mathematical model
- Source :
- PLoS ONE, PLoS ONE, Vol 14, Iss 1, p e0211041 (2019)
- Publication Year :
- 2018
-
Abstract
- 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.
- Subjects :
- 0301 basic medicine
Cell signaling
Lung Neoplasms
Neutrophils
Apoptosis
Signal transduction
Lung and Intrathoracic Tumors
White Blood Cells
0302 clinical medicine
Mathematical and Statistical Techniques
Transforming Growth Factor beta
Animal Cells
Tumor Microenvironment
Medicine and Health Sciences
Immune Response
Multidisciplinary
Cell Death
Mathematical Models
Signaling cascades
Phenotype
Neoplasm Proteins
Crosstalk (biology)
Oncology
Cell Processes
030220 oncology & carcinogenesis
Medicine
Cellular Types
Research Article
Prognostic factor
Signal Inhibition
Science
Immune Cells
Immunology
Biology
Research and Analysis Methods
Models, Biological
03 medical and health sciences
medicine
Humans
Tumor growth
Lung cancer
Tumor microenvironment
Innate immune system
Blood Cells
Biology and Life Sciences
Cancers and Neoplasms
Interferon-beta
Cell Biology
medicine.disease
Non-Small Cell Lung Cancer
030104 developmental biology
TGF-beta signaling cascade
Cancer research
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 14
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- PloS one
- Accession number :
- edsair.doi.dedup.....94e9497c6345f676e926022399bdfca2