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Drug-Tolerant Idling Melanoma Cells Exhibit Theory-Predicted Metabolic Low-Low Phenotype

Cancer cells adjust their metabolic profiles to evade treatment. Metabolic adaptation is complex and hence better understood by an integrated theoretical-experimental approach. Using a minimal kinetic model, we predicted a previously undescribed Low/Low (L/L) phenotype, characterized by low oxidativ...

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Autores principales: Jia, Dongya, Paudel, B. Bishal, Hayford, Corey E., Hardeman, Keisha N., Levine, Herbert, Onuchic, José N., Quaranta, Vito
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7457027/
https://www.ncbi.nlm.nih.gov/pubmed/32923395
http://dx.doi.org/10.3389/fonc.2020.01426
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author Jia, Dongya
Paudel, B. Bishal
Hayford, Corey E.
Hardeman, Keisha N.
Levine, Herbert
Onuchic, José N.
Quaranta, Vito
author_facet Jia, Dongya
Paudel, B. Bishal
Hayford, Corey E.
Hardeman, Keisha N.
Levine, Herbert
Onuchic, José N.
Quaranta, Vito
author_sort Jia, Dongya
collection PubMed
description Cancer cells adjust their metabolic profiles to evade treatment. Metabolic adaptation is complex and hence better understood by an integrated theoretical-experimental approach. Using a minimal kinetic model, we predicted a previously undescribed Low/Low (L/L) phenotype, characterized by low oxidative phosphorylation (OXPHOS) and low glycolysis. Here, we report that L/L metabolism is observed in BRAF-mutated melanoma cells that enter a drug-tolerant “idling state” upon long-term MAPK inhibition (MAPKi). Consistently, using publicly available RNA-sequencing data of both cell lines and patient samples, we show that melanoma cells decrease their glycolysis and/or OXPHOS activity upon MAPKi and converge toward the L/L phenotype. L/L metabolism is unfavorable for tumor growth, yet supports successful cell division at ~50% rate. Thus, L/L drug-tolerant idling cells are a reservoir for accumulating mutations responsible for relapse, and it should be considered as a target subpopulation for improving MAPKi outcomes in melanoma treatment.
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spelling pubmed-74570272020-09-11 Drug-Tolerant Idling Melanoma Cells Exhibit Theory-Predicted Metabolic Low-Low Phenotype Jia, Dongya Paudel, B. Bishal Hayford, Corey E. Hardeman, Keisha N. Levine, Herbert Onuchic, José N. Quaranta, Vito Front Oncol Oncology Cancer cells adjust their metabolic profiles to evade treatment. Metabolic adaptation is complex and hence better understood by an integrated theoretical-experimental approach. Using a minimal kinetic model, we predicted a previously undescribed Low/Low (L/L) phenotype, characterized by low oxidative phosphorylation (OXPHOS) and low glycolysis. Here, we report that L/L metabolism is observed in BRAF-mutated melanoma cells that enter a drug-tolerant “idling state” upon long-term MAPK inhibition (MAPKi). Consistently, using publicly available RNA-sequencing data of both cell lines and patient samples, we show that melanoma cells decrease their glycolysis and/or OXPHOS activity upon MAPKi and converge toward the L/L phenotype. L/L metabolism is unfavorable for tumor growth, yet supports successful cell division at ~50% rate. Thus, L/L drug-tolerant idling cells are a reservoir for accumulating mutations responsible for relapse, and it should be considered as a target subpopulation for improving MAPKi outcomes in melanoma treatment. Frontiers Media S.A. 2020-08-14 /pmc/articles/PMC7457027/ /pubmed/32923395 http://dx.doi.org/10.3389/fonc.2020.01426 Text en Copyright © 2020 Jia, Paudel, Hayford, Hardeman, Levine, Onuchic and Quaranta. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Jia, Dongya
Paudel, B. Bishal
Hayford, Corey E.
Hardeman, Keisha N.
Levine, Herbert
Onuchic, José N.
Quaranta, Vito
Drug-Tolerant Idling Melanoma Cells Exhibit Theory-Predicted Metabolic Low-Low Phenotype
title Drug-Tolerant Idling Melanoma Cells Exhibit Theory-Predicted Metabolic Low-Low Phenotype
title_full Drug-Tolerant Idling Melanoma Cells Exhibit Theory-Predicted Metabolic Low-Low Phenotype
title_fullStr Drug-Tolerant Idling Melanoma Cells Exhibit Theory-Predicted Metabolic Low-Low Phenotype
title_full_unstemmed Drug-Tolerant Idling Melanoma Cells Exhibit Theory-Predicted Metabolic Low-Low Phenotype
title_short Drug-Tolerant Idling Melanoma Cells Exhibit Theory-Predicted Metabolic Low-Low Phenotype
title_sort drug-tolerant idling melanoma cells exhibit theory-predicted metabolic low-low phenotype
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7457027/
https://www.ncbi.nlm.nih.gov/pubmed/32923395
http://dx.doi.org/10.3389/fonc.2020.01426
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