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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Online Access: | http://dx.doi.org/10.1155/2014/249309 |
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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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