Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783575917883293696 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7457027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT jiadongya drugtolerantidlingmelanomacellsexhibittheorypredictedmetaboliclowlowphenotype AT paudelbbishal drugtolerantidlingmelanomacellsexhibittheorypredictedmetaboliclowlowphenotype AT hayfordcoreye drugtolerantidlingmelanomacellsexhibittheorypredictedmetaboliclowlowphenotype AT hardemankeishan drugtolerantidlingmelanomacellsexhibittheorypredictedmetaboliclowlowphenotype AT levineherbert drugtolerantidlingmelanomacellsexhibittheorypredictedmetaboliclowlowphenotype AT onuchicjosen drugtolerantidlingmelanomacellsexhibittheorypredictedmetaboliclowlowphenotype AT quarantavito drugtolerantidlingmelanomacellsexhibittheorypredictedmetaboliclowlowphenotype |