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Role of neutrophil extracellular traps in regulation of lung cancer invasion and metastasis: Structural insights from a computational model

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  • Junho Lee
  • Donggu Lee
  • Sean Lawler
  • Yangjin Kim

Abstract

Lung cancer is one of the leading causes of cancer-related deaths worldwide and is characterized by hijacking immune system for active growth and aggressive metastasis. Neutrophils, which in their original form should establish immune activities to the tumor as a first line of defense, are undermined by tumor cells to promote tumor invasion in several ways. In this study, we investigate the mutual interactions between the tumor cells and the neutrophils that facilitate tumor invasion by developing a mathematical model that involves taxis-reaction-diffusion equations for the critical components in the interaction. These include the densities of tumor and neutrophils, and the concentrations of signaling molecules and structure such as neutrophil extracellular traps (NETs). We apply the mathematical model to a Boyden invasion assay used in the experiments to demonstrate that the tumor-associated neutrophils can enhance tumor cell invasion by secreting the neutrophil elastase. We show that the model can both reproduce the major experimental observation on NET-mediated cancer invasion and make several important predictions to guide future experiments with the goal of the development of new anti-tumor strategies. Moreover, using this model, we investigate the fundamental mechanism of NET-mediated invasion of cancer cells and the impact of internal and external heterogeneity on the migration patterning of tumour cells and their response to different treatment schedules.Author summary: When cancer patients are diagnosed with tumours at a primary site, the cancer cells are often found in the blood or already metastasized to the secondary sites in other organs. These metastatic cancer cells are more resistant to major anti-cancer therapies, and lead to the low survival probability. Until recently, the role of neutrophils, specifically tumor-associated neutrophils as a member of complex tumor microenvironment, has been ignored for a long time due to technical difficulties in tumor biology but these neutrophils are emerging as an important player in regulation of tumor invasion and metastasis. The mutual interaction between a tumor and neutrophils from bone marrow or in blood induces the critical transition of the naive form, called the N1 type, to the more aggressive phenotype, called the N2 TANs, which then promotes tumor invasion. In this article, we investigate how stimulated neutrophils with different N1 and N2 landscapes shape the metastatic potential of the lung cancers. Our simulation framework is designed for boyden invasion chamber in experiments and based on a mathematical model that describes how tumor cells interact with neutrophils and N2 TANs can promote tumor cell invasion. We demonstrate that the efficacy of anti-tumor (anti-invasion) drugs depend on this critical communication and N1→N2 landscapes of stimulated neutrophils.

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  • Junho Lee & Donggu Lee & Sean Lawler & Yangjin Kim, 2021. "Role of neutrophil extracellular traps in regulation of lung cancer invasion and metastasis: Structural insights from a computational model," PLOS Computational Biology, Public Library of Science, vol. 17(2), pages 1-29, February.
  • Handle: RePEc:plo:pcbi00:1008257
    DOI: 10.1371/journal.pcbi.1008257
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    1. Linbin Yang & Qiang Liu & Xiaoqian Zhang & Xinwei Liu & Boxuan Zhou & Jianing Chen & Di Huang & Jiaqian Li & Heliang Li & Fei Chen & Jiang Liu & Yue Xing & Xueman Chen & Shicheng Su & Erwei Song, 2020. "DNA of neutrophil extracellular traps promotes cancer metastasis via CCDC25," Nature, Nature, vol. 583(7814), pages 133-138, July.
    2. Kazuhito Naka & Takayuki Hoshii & Teruyuki Muraguchi & Yuko Tadokoro & Takako Ooshio & Yukio Kondo & Shinji Nakao & Noboru Motoyama & Atsushi Hirao, 2010. "TGF-β–FOXO signalling maintains leukaemia-initiating cells in chronic myeloid leukaemia," Nature, Nature, vol. 463(7281), pages 676-680, February.
    3. Seth B. Coffelt & Kelly Kersten & Chris W. Doornebal & Jorieke Weiden & Kim Vrijland & Cheei-Sing Hau & Niels J. M. Verstegen & Metamia Ciampricotti & Lukas J. A. C. Hawinkels & Jos Jonkers & Karin E., 2015. "IL-17-producing γδ T cells and neutrophils conspire to promote breast cancer metastasis," Nature, Nature, vol. 522(7556), pages 345-348, June.
    4. Akinori Takaoka & Sumio Hayakawa & Hideyuki Yanai & Dagmar Stoiber & Hideo Negishi & Hideaki Kikuchi & Shigeru Sasaki & Kohzoh Imai & Tsukasa Shibue & Kenya Honda & Tadatsugu Taniguchi, 2003. "Integration of interferon-α/β signalling to p53 responses in tumour suppression and antiviral defence," Nature, Nature, vol. 424(6948), pages 516-523, July.
    5. Stefanie K. Wculek & Ilaria Malanchi, 2015. "Neutrophils support lung colonization of metastasis-initiating breast cancer cells," Nature, Nature, vol. 528(7582), pages 413-417, December.
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