Multi-Stability and Consequent Phenotypic Plasticity in AMPK-Akt Double Negative Feedback Loop in Cancer Cells
Adaptation and survival of cancer cells to various stress and growth factor conditions is crucial for successful metastasis. A double-negative feedback loop between two serine/threonine kinases AMPK (AMP-activated protein kinase) and Akt can regulate the adaptation of breast cancer cells to matrix-d...
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doaj-deb687a283a94145b9115369b69a9fb82021-01-27T00:06:33ZengMDPI AGJournal of Clinical Medicine2077-03832021-01-011047247210.3390/jcm10030472Multi-Stability and Consequent Phenotypic Plasticity in AMPK-Akt Double Negative Feedback Loop in Cancer CellsAdithya Chedere0Kishore Hari1Saurav Kumar2Annapoorni Rangarajan3Mohit Kumar Jolly4Department of Molecular Reproduction, Development and Genetics, Indian Institute of Science, Bangalore 560012, IndiaCentre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, IndiaDepartment of Molecular Reproduction, Development and Genetics, Indian Institute of Science, Bangalore 560012, IndiaDepartment of Molecular Reproduction, Development and Genetics, Indian Institute of Science, Bangalore 560012, IndiaDepartment of Molecular Reproduction, Development and Genetics, Indian Institute of Science, Bangalore 560012, IndiaAdaptation and survival of cancer cells to various stress and growth factor conditions is crucial for successful metastasis. A double-negative feedback loop between two serine/threonine kinases AMPK (AMP-activated protein kinase) and Akt can regulate the adaptation of breast cancer cells to matrix-deprivation stress. This feedback loop can significantly generate two phenotypes or cell states: matrix detachment-triggered pAMPK<sup>high</sup>/ pAkt<sup>low</sup> state, and matrix (re)attachment-triggered pAkt<sup>high</sup>/ pAMPK<sup>low</sup> state. However, whether these two cell states can exhibit phenotypic plasticity and heterogeneity in a given cell population, i.e., whether they can co-exist and undergo spontaneous switching to generate the other subpopulation, remains unclear. Here, we develop a mechanism-based mathematical model that captures the set of experimentally reported interactions among AMPK and Akt. Our simulations suggest that the AMPK-Akt feedback loop can give rise to two co-existing phenotypes (pAkt<sup>high</sup>/ pAMPK<sup>low</sup> and pAMPK<sup>high</sup>/pAkt<sup>low</sup>) in specific parameter regimes. Next, to test the model predictions, we segregated these two subpopulations in MDA-MB-231 cells and observed that each of them was capable of switching to another in adherent conditions. Finally, the predicted trends are supported by clinical data analysis of The Cancer Genome Atlas (TCGA) breast cancer and pan-cancer cohorts that revealed negatively correlated pAMPK and pAkt protein levels. Overall, our integrated computational-experimental approach unravels that AMPK-Akt feedback loop can generate multi-stability and drive phenotypic switching and heterogeneity in a cancer cell population.https://www.mdpi.com/2077-0383/10/3/472phenotypic plasticitybistabilitydouble negative feedback loopAMPKAktmatrix deprivation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Adithya Chedere Kishore Hari Saurav Kumar Annapoorni Rangarajan Mohit Kumar Jolly |
spellingShingle |
Adithya Chedere Kishore Hari Saurav Kumar Annapoorni Rangarajan Mohit Kumar Jolly Multi-Stability and Consequent Phenotypic Plasticity in AMPK-Akt Double Negative Feedback Loop in Cancer Cells Journal of Clinical Medicine phenotypic plasticity bistability double negative feedback loop AMPK Akt matrix deprivation |
author_facet |
Adithya Chedere Kishore Hari Saurav Kumar Annapoorni Rangarajan Mohit Kumar Jolly |
author_sort |
Adithya Chedere |
title |
Multi-Stability and Consequent Phenotypic Plasticity in AMPK-Akt Double Negative Feedback Loop in Cancer Cells |
title_short |
Multi-Stability and Consequent Phenotypic Plasticity in AMPK-Akt Double Negative Feedback Loop in Cancer Cells |
title_full |
Multi-Stability and Consequent Phenotypic Plasticity in AMPK-Akt Double Negative Feedback Loop in Cancer Cells |
title_fullStr |
Multi-Stability and Consequent Phenotypic Plasticity in AMPK-Akt Double Negative Feedback Loop in Cancer Cells |
title_full_unstemmed |
Multi-Stability and Consequent Phenotypic Plasticity in AMPK-Akt Double Negative Feedback Loop in Cancer Cells |
title_sort |
multi-stability and consequent phenotypic plasticity in ampk-akt double negative feedback loop in cancer cells |
publisher |
MDPI AG |
series |
Journal of Clinical Medicine |
issn |
2077-0383 |
publishDate |
2021-01-01 |
description |
Adaptation and survival of cancer cells to various stress and growth factor conditions is crucial for successful metastasis. A double-negative feedback loop between two serine/threonine kinases AMPK (AMP-activated protein kinase) and Akt can regulate the adaptation of breast cancer cells to matrix-deprivation stress. This feedback loop can significantly generate two phenotypes or cell states: matrix detachment-triggered pAMPK<sup>high</sup>/ pAkt<sup>low</sup> state, and matrix (re)attachment-triggered pAkt<sup>high</sup>/ pAMPK<sup>low</sup> state. However, whether these two cell states can exhibit phenotypic plasticity and heterogeneity in a given cell population, i.e., whether they can co-exist and undergo spontaneous switching to generate the other subpopulation, remains unclear. Here, we develop a mechanism-based mathematical model that captures the set of experimentally reported interactions among AMPK and Akt. Our simulations suggest that the AMPK-Akt feedback loop can give rise to two co-existing phenotypes (pAkt<sup>high</sup>/ pAMPK<sup>low</sup> and pAMPK<sup>high</sup>/pAkt<sup>low</sup>) in specific parameter regimes. Next, to test the model predictions, we segregated these two subpopulations in MDA-MB-231 cells and observed that each of them was capable of switching to another in adherent conditions. Finally, the predicted trends are supported by clinical data analysis of The Cancer Genome Atlas (TCGA) breast cancer and pan-cancer cohorts that revealed negatively correlated pAMPK and pAkt protein levels. Overall, our integrated computational-experimental approach unravels that AMPK-Akt feedback loop can generate multi-stability and drive phenotypic switching and heterogeneity in a cancer cell population. |
topic |
phenotypic plasticity bistability double negative feedback loop AMPK Akt matrix deprivation |
url |
https://www.mdpi.com/2077-0383/10/3/472 |
work_keys_str_mv |
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