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...

Full description

Bibliographic Details
Main Authors: Adithya Chedere, Kishore Hari, Saurav Kumar, Annapoorni Rangarajan, Mohit Kumar Jolly
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Journal of Clinical Medicine
Subjects:
Akt
Online Access:https://www.mdpi.com/2077-0383/10/3/472
id doaj-deb687a283a94145b9115369b69a9fb8
record_format Article
spelling 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 AT adithyachedere multistabilityandconsequentphenotypicplasticityinampkaktdoublenegativefeedbackloopincancercells
AT kishorehari multistabilityandconsequentphenotypicplasticityinampkaktdoublenegativefeedbackloopincancercells
AT sauravkumar multistabilityandconsequentphenotypicplasticityinampkaktdoublenegativefeedbackloopincancercells
AT annapoornirangarajan multistabilityandconsequentphenotypicplasticityinampkaktdoublenegativefeedbackloopincancercells
AT mohitkumarjolly multistabilityandconsequentphenotypicplasticityinampkaktdoublenegativefeedbackloopincancercells
_version_ 1724322107750350848