Cancer stem cells have been shown to be critical to the development of a variety of solid cancers. The precise interplay mechanisms between cancer stem cells and the rest of a tissue are still not elucidated. To shed light on the interactions between stem and non-stem cancer cell populations we develop a two-population mathematical model, which is suitable to describe tumorsphere growth. Both interspecific and intraspecific interactions, mediated by the microenvironment, are included. We show that there is a tipping point, characterized by a transcritical bifurcation, where a purely non-stem cell attractor is replaced by a new attractor that contains both stem and differentiated cancer cells. The model is then applied to describe the outcome of a recent experiment. This description reveals that, while the intraspecific interactions are inhibitory, the interspecific interactions stimulate growth. This can be understood in terms of stem cells needing differentiated cells to reinforce their niches, and phenotypic plasticity favoring the de-differentiation of differentiated cells into cancer stem cells. We posit that this is a consequence of the deregulation of the quorum sensing that maintains homeostasis in healthy tissues. (C) 2019 Elsevier B.V. All rights reserved.
机构:
Tech Univ Dresden, Fac Med Carl Gustav Carus, Inst Med Informat & Biometry, D-01307 Dresden, GermanyTech Univ Dresden, Fac Med Carl Gustav Carus, Inst Med Informat & Biometry, D-01307 Dresden, Germany
Krinner, Axel
Roeder, Ingo
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机构:
Tech Univ Dresden, Fac Med Carl Gustav Carus, Inst Med Informat & Biometry, D-01307 Dresden, GermanyTech Univ Dresden, Fac Med Carl Gustav Carus, Inst Med Informat & Biometry, D-01307 Dresden, Germany
Roeder, Ingo
SYSTEMS BIOLOGY APPROACH TO BLOOD,
2014,
844
: 11
-
36
机构:
Osaka Univ, Microbial Dis Res Inst, Dept Signal Transduct, Suita, Osaka 565, Japan
CREST, JST, Tokyo, JapanOsaka Univ, Microbial Dis Res Inst, Dept Signal Transduct, Suita, Osaka 565, Japan
机构:
Univ York, Dept Biol, YCR Canc Res Unit, York YO10 5YW, N Yorkshire, EnglandUniv York, Dept Biol, YCR Canc Res Unit, York YO10 5YW, N Yorkshire, England
Lang, Shona H.
Anderson, Elizabeth
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机构:
Univ York, Dept Biol, YCR Canc Res Unit, York YO10 5YW, N Yorkshire, EnglandUniv York, Dept Biol, YCR Canc Res Unit, York YO10 5YW, N Yorkshire, England
Anderson, Elizabeth
Fordham, Robert
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机构:
Univ York, Dept Biol, YCR Canc Res Unit, York YO10 5YW, N Yorkshire, EnglandUniv York, Dept Biol, YCR Canc Res Unit, York YO10 5YW, N Yorkshire, England
Fordham, Robert
Collins, Anne T.
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机构:
Univ York, Dept Biol, YCR Canc Res Unit, York YO10 5YW, N Yorkshire, EnglandUniv York, Dept Biol, YCR Canc Res Unit, York YO10 5YW, N Yorkshire, England