A Proposed Quantitative Index for Assessing the Potential Contribution of Reprogramming to Cancer Stem Cell Kinetics

Enrichment of cancer stem cells (CSCs) is thought to be responsible for glioblastoma multiforme (GBM) recurrence after radiation therapy. Simulation results from our agent-based cellular automata model reveal that the enrichment of CSCs may result either from an increased symmetric self-renewal divi...

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Main Authors: Xuefeng Gao, J. Tyson McDonald, Mamta Naidu, Philip Hahnfeldt, Lynn Hlatky
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Stem Cells International
Online Access:http://dx.doi.org/10.1155/2014/249309
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spelling doaj-f31ab87c88f24e95809df487cb6b48662020-11-24T20:59:07ZengHindawi LimitedStem Cells International1687-966X1687-96782014-01-01201410.1155/2014/249309249309A Proposed Quantitative Index for Assessing the Potential Contribution of Reprogramming to Cancer Stem Cell KineticsXuefeng Gao0J. Tyson McDonald1Mamta Naidu2Philip Hahnfeldt3Lynn Hlatky4Center of Cancer Systems Biology, GeneSys Research Institute, Tufts University School of Medicine, 736 Cambridge Street, SEMC-CBR1, Boston, MA 02135, USACenter of Cancer Systems Biology, GeneSys Research Institute, Tufts University School of Medicine, 736 Cambridge Street, SEMC-CBR1, Boston, MA 02135, USACenter of Cancer Systems Biology, GeneSys Research Institute, Tufts University School of Medicine, 736 Cambridge Street, SEMC-CBR1, Boston, MA 02135, USACenter of Cancer Systems Biology, GeneSys Research Institute, Tufts University School of Medicine, 736 Cambridge Street, SEMC-CBR1, Boston, MA 02135, USACenter of Cancer Systems Biology, GeneSys Research Institute, Tufts University School of Medicine, 736 Cambridge Street, SEMC-CBR1, Boston, MA 02135, USAEnrichment of cancer stem cells (CSCs) is thought to be responsible for glioblastoma multiforme (GBM) recurrence after radiation therapy. Simulation results from our agent-based cellular automata model reveal that the enrichment of CSCs may result either from an increased symmetric self-renewal division rate of CSCs or a reprogramming of non-stem cancer cells (CCs) to a stem cell state. Based on plateau-to-peak ratio of the CSC fraction in the tumor following radiation, a downward trend from peak to subsequent plateau (i.e., a plateau-to-peak ratio exceeding 1.0) was found to be inconsistent with increased symmetric division alone and favors instead a strong reprogramming component. The two contributions together are seen to be the product of a dynamic equilibrium between CSCs and CCs that is highly regulated by the kinetics of single cells, including the potential for CCs to reacquire a stem cell state and confer phenotypic plasticity to the population as a whole. We conclude that tumor malignancy can be gauged by a degree of cancer cell plasticity.http://dx.doi.org/10.1155/2014/249309
collection DOAJ
language English
format Article
sources DOAJ
author Xuefeng Gao
J. Tyson McDonald
Mamta Naidu
Philip Hahnfeldt
Lynn Hlatky
spellingShingle Xuefeng Gao
J. Tyson McDonald
Mamta Naidu
Philip Hahnfeldt
Lynn Hlatky
A Proposed Quantitative Index for Assessing the Potential Contribution of Reprogramming to Cancer Stem Cell Kinetics
Stem Cells International
author_facet Xuefeng Gao
J. Tyson McDonald
Mamta Naidu
Philip Hahnfeldt
Lynn Hlatky
author_sort Xuefeng Gao
title A Proposed Quantitative Index for Assessing the Potential Contribution of Reprogramming to Cancer Stem Cell Kinetics
title_short A Proposed Quantitative Index for Assessing the Potential Contribution of Reprogramming to Cancer Stem Cell Kinetics
title_full A Proposed Quantitative Index for Assessing the Potential Contribution of Reprogramming to Cancer Stem Cell Kinetics
title_fullStr A Proposed Quantitative Index for Assessing the Potential Contribution of Reprogramming to Cancer Stem Cell Kinetics
title_full_unstemmed A Proposed Quantitative Index for Assessing the Potential Contribution of Reprogramming to Cancer Stem Cell Kinetics
title_sort proposed quantitative index for assessing the potential contribution of reprogramming to cancer stem cell kinetics
publisher Hindawi Limited
series Stem Cells International
issn 1687-966X
1687-9678
publishDate 2014-01-01
description Enrichment of cancer stem cells (CSCs) is thought to be responsible for glioblastoma multiforme (GBM) recurrence after radiation therapy. Simulation results from our agent-based cellular automata model reveal that the enrichment of CSCs may result either from an increased symmetric self-renewal division rate of CSCs or a reprogramming of non-stem cancer cells (CCs) to a stem cell state. Based on plateau-to-peak ratio of the CSC fraction in the tumor following radiation, a downward trend from peak to subsequent plateau (i.e., a plateau-to-peak ratio exceeding 1.0) was found to be inconsistent with increased symmetric division alone and favors instead a strong reprogramming component. The two contributions together are seen to be the product of a dynamic equilibrium between CSCs and CCs that is highly regulated by the kinetics of single cells, including the potential for CCs to reacquire a stem cell state and confer phenotypic plasticity to the population as a whole. We conclude that tumor malignancy can be gauged by a degree of cancer cell plasticity.
url http://dx.doi.org/10.1155/2014/249309
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