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Glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines

INTRODUCTION: Methotrexate (MTX), a folic acid antagonist and nucleotide synthesis inhibitor, is a cornerstone drug used against acute lymphoblastic leukemia (ALL), but its mechanism of action and resistance continues to be unraveled even after decades of clinical use. METHODS: To better understand...

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Autores principales: Canevarolo, Rafael Renatino, Melo, Carolina Pereira de Souza, Cury, Nathalia Moreno, Artico, Leonardo Luiz, Corrêa, Juliana Ronchi, Lau, Yanca Tonhasca, Mariano, Samara Sousa, Sudalagunta, Praneeth Reddy, Brandalise, Silvia Regina, Zeri, Ana Carolina de Mattos, Yunes, José Andrés
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9751399/
https://www.ncbi.nlm.nih.gov/pubmed/36531023
http://dx.doi.org/10.3389/fonc.2022.1032336
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author Canevarolo, Rafael Renatino
Melo, Carolina Pereira de Souza
Cury, Nathalia Moreno
Artico, Leonardo Luiz
Corrêa, Juliana Ronchi
Lau, Yanca Tonhasca
Mariano, Samara Sousa
Sudalagunta, Praneeth Reddy
Brandalise, Silvia Regina
Zeri, Ana Carolina de Mattos
Yunes, José Andrés
author_facet Canevarolo, Rafael Renatino
Melo, Carolina Pereira de Souza
Cury, Nathalia Moreno
Artico, Leonardo Luiz
Corrêa, Juliana Ronchi
Lau, Yanca Tonhasca
Mariano, Samara Sousa
Sudalagunta, Praneeth Reddy
Brandalise, Silvia Regina
Zeri, Ana Carolina de Mattos
Yunes, José Andrés
author_sort Canevarolo, Rafael Renatino
collection PubMed
description INTRODUCTION: Methotrexate (MTX), a folic acid antagonist and nucleotide synthesis inhibitor, is a cornerstone drug used against acute lymphoblastic leukemia (ALL), but its mechanism of action and resistance continues to be unraveled even after decades of clinical use. METHODS: To better understand the mechanisms of this drug, we accessed the intracellular metabolic content of 13 ALL cell lines treated with MTX by 1H-NMR, and correlated metabolome data with cell proliferation and gene expression. Further, we validated these findings by inhibiting the cellular antioxidant system of the cells in vitro and in vivo in the presence of MTX. RESULTS: MTX altered the concentration of 31 out of 70 metabolites analyzed, suggesting inhibition of the glycine cleavage system, the pentose phosphate pathway, purine and pyrimidine synthesis, phospholipid metabolism, and bile acid uptake. We found that glutathione (GSH) levels were associated with MTX resistance in both treated and untreated cells, suggesting a new constitutive metabolic-based mechanism of resistance to the drug. Gene expression analyses showed that eight genes involved in GSH metabolism were correlated to GSH concentrations, 2 of which (gamma-glutamyltransferase 1 [GGT1] and thioredoxin reductase 3 [TXNRD3]) were also correlated to MTX resistance. Gene set enrichment analysis (GSEA) confirmed the association between GSH metabolism and MTX resistance. Pharmacological inhibition or stimulation of the main antioxidant systems of the cell, GSH and thioredoxin, confirmed their importance in MTX resistance. Arsenic trioxide (ATO), a thioredoxin inhibitor used against acute promyelocytic leukemia, potentiated MTX cytotoxicity in vitro in some of the ALL cell lines tested. Likewise, the ATO+MTX combination decreased tumor burden and extended the survival of NOD scid gamma (NSG) mice transplanted with patient-derived ALL xenograft, but only in one of four ALLs tested. CONCLUSION: Altogether, our results show that the cellular antioxidant defense systems contribute to leukemia resistance to MTX, and targeting these pathways, especially the thioredoxin antioxidant system, may be a promising strategy for resensitizing ALL to MTX.
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spelling pubmed-97513992022-12-16 Glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines Canevarolo, Rafael Renatino Melo, Carolina Pereira de Souza Cury, Nathalia Moreno Artico, Leonardo Luiz Corrêa, Juliana Ronchi Lau, Yanca Tonhasca Mariano, Samara Sousa Sudalagunta, Praneeth Reddy Brandalise, Silvia Regina Zeri, Ana Carolina de Mattos Yunes, José Andrés Front Oncol Oncology INTRODUCTION: Methotrexate (MTX), a folic acid antagonist and nucleotide synthesis inhibitor, is a cornerstone drug used against acute lymphoblastic leukemia (ALL), but its mechanism of action and resistance continues to be unraveled even after decades of clinical use. METHODS: To better understand the mechanisms of this drug, we accessed the intracellular metabolic content of 13 ALL cell lines treated with MTX by 1H-NMR, and correlated metabolome data with cell proliferation and gene expression. Further, we validated these findings by inhibiting the cellular antioxidant system of the cells in vitro and in vivo in the presence of MTX. RESULTS: MTX altered the concentration of 31 out of 70 metabolites analyzed, suggesting inhibition of the glycine cleavage system, the pentose phosphate pathway, purine and pyrimidine synthesis, phospholipid metabolism, and bile acid uptake. We found that glutathione (GSH) levels were associated with MTX resistance in both treated and untreated cells, suggesting a new constitutive metabolic-based mechanism of resistance to the drug. Gene expression analyses showed that eight genes involved in GSH metabolism were correlated to GSH concentrations, 2 of which (gamma-glutamyltransferase 1 [GGT1] and thioredoxin reductase 3 [TXNRD3]) were also correlated to MTX resistance. Gene set enrichment analysis (GSEA) confirmed the association between GSH metabolism and MTX resistance. Pharmacological inhibition or stimulation of the main antioxidant systems of the cell, GSH and thioredoxin, confirmed their importance in MTX resistance. Arsenic trioxide (ATO), a thioredoxin inhibitor used against acute promyelocytic leukemia, potentiated MTX cytotoxicity in vitro in some of the ALL cell lines tested. Likewise, the ATO+MTX combination decreased tumor burden and extended the survival of NOD scid gamma (NSG) mice transplanted with patient-derived ALL xenograft, but only in one of four ALLs tested. CONCLUSION: Altogether, our results show that the cellular antioxidant defense systems contribute to leukemia resistance to MTX, and targeting these pathways, especially the thioredoxin antioxidant system, may be a promising strategy for resensitizing ALL to MTX. Frontiers Media S.A. 2022-12-01 /pmc/articles/PMC9751399/ /pubmed/36531023 http://dx.doi.org/10.3389/fonc.2022.1032336 Text en Copyright © 2022 Canevarolo, Melo, Cury, Artico, Corrêa, Lau, Mariano, Sudalagunta, Brandalise, Zeri and Yunes https://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
Canevarolo, Rafael Renatino
Melo, Carolina Pereira de Souza
Cury, Nathalia Moreno
Artico, Leonardo Luiz
Corrêa, Juliana Ronchi
Lau, Yanca Tonhasca
Mariano, Samara Sousa
Sudalagunta, Praneeth Reddy
Brandalise, Silvia Regina
Zeri, Ana Carolina de Mattos
Yunes, José Andrés
Glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines
title Glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines
title_full Glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines
title_fullStr Glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines
title_full_unstemmed Glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines
title_short Glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines
title_sort glutathione levels are associated with methotrexate resistance in acute lymphoblastic leukemia cell lines
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9751399/
https://www.ncbi.nlm.nih.gov/pubmed/36531023
http://dx.doi.org/10.3389/fonc.2022.1032336
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