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Evolutionary Dynamics of Tumor-Stroma Interactions in Multiple Myeloma

Cancer cells and stromal cells cooperate by exchanging diffusible factors that sustain tumor growth, a form of frequency-dependent selection that can be studied in the framework of evolutionary game theory. In the case of multiple myeloma, three types of cells (malignant plasma cells, osteoblasts an...

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Autores principales: Sartakhti, Javad Salimi, Manshaei, Mohammad Hossein, Bateni, Soroosh, Archetti, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5193458/
https://www.ncbi.nlm.nih.gov/pubmed/28030607
http://dx.doi.org/10.1371/journal.pone.0168856
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author Sartakhti, Javad Salimi
Manshaei, Mohammad Hossein
Bateni, Soroosh
Archetti, Marco
author_facet Sartakhti, Javad Salimi
Manshaei, Mohammad Hossein
Bateni, Soroosh
Archetti, Marco
author_sort Sartakhti, Javad Salimi
collection PubMed
description Cancer cells and stromal cells cooperate by exchanging diffusible factors that sustain tumor growth, a form of frequency-dependent selection that can be studied in the framework of evolutionary game theory. In the case of multiple myeloma, three types of cells (malignant plasma cells, osteoblasts and osteoclasts) exchange growth factors with different effects, and tumor-stroma interactions have been analysed using a model of cooperation with pairwise interactions. Here we show that a model in which growth factors have autocrine and paracrine effects on multiple cells, a more realistic assumption for tumor-stroma interactions, leads to different results, with implications for disease progression and treatment. In particular, the model reveals that reducing the number of malignant plasma cells below a critical threshold can lead to their extinction and thus to restore a healthy balance between osteoclast and osteoblast, a result in line with current therapies against multiple myeloma.
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spelling pubmed-51934582017-01-19 Evolutionary Dynamics of Tumor-Stroma Interactions in Multiple Myeloma Sartakhti, Javad Salimi Manshaei, Mohammad Hossein Bateni, Soroosh Archetti, Marco PLoS One Research Article Cancer cells and stromal cells cooperate by exchanging diffusible factors that sustain tumor growth, a form of frequency-dependent selection that can be studied in the framework of evolutionary game theory. In the case of multiple myeloma, three types of cells (malignant plasma cells, osteoblasts and osteoclasts) exchange growth factors with different effects, and tumor-stroma interactions have been analysed using a model of cooperation with pairwise interactions. Here we show that a model in which growth factors have autocrine and paracrine effects on multiple cells, a more realistic assumption for tumor-stroma interactions, leads to different results, with implications for disease progression and treatment. In particular, the model reveals that reducing the number of malignant plasma cells below a critical threshold can lead to their extinction and thus to restore a healthy balance between osteoclast and osteoblast, a result in line with current therapies against multiple myeloma. Public Library of Science 2016-12-28 /pmc/articles/PMC5193458/ /pubmed/28030607 http://dx.doi.org/10.1371/journal.pone.0168856 Text en © 2016 Sartakhti 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
Sartakhti, Javad Salimi
Manshaei, Mohammad Hossein
Bateni, Soroosh
Archetti, Marco
Evolutionary Dynamics of Tumor-Stroma Interactions in Multiple Myeloma
title Evolutionary Dynamics of Tumor-Stroma Interactions in Multiple Myeloma
title_full Evolutionary Dynamics of Tumor-Stroma Interactions in Multiple Myeloma
title_fullStr Evolutionary Dynamics of Tumor-Stroma Interactions in Multiple Myeloma
title_full_unstemmed Evolutionary Dynamics of Tumor-Stroma Interactions in Multiple Myeloma
title_short Evolutionary Dynamics of Tumor-Stroma Interactions in Multiple Myeloma
title_sort evolutionary dynamics of tumor-stroma interactions in multiple myeloma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5193458/
https://www.ncbi.nlm.nih.gov/pubmed/28030607
http://dx.doi.org/10.1371/journal.pone.0168856
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