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Genomic Exploration of Distinct Molecular Phenotypes Steering Temozolomide Resistance Development in Patient-Derived Glioblastoma Cells

Chemotherapy using temozolomide is the standard treatment for patients with glioblastoma. Despite treatment, prognosis is still poor largely due to the emergence of temozolomide resistance. This resistance is closely linked to the widely recognized inter- and intra-tumoral heterogeneity in glioblast...

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Autores principales: Fabro, Federica, Kers, Trisha V., Feller, Kate J., Beerens, Cecile, Ntafoulis, Ioannis, Idbaih, Ahmed, Verreault, Maite, Connor, Kate, Biswas, Archita, Salvucci, Manuela, Prehn, Jochen H. M., Byrne, Annette T., O’Farrell, Alice C., Lambrechts, Diether, Dilcan, Gonca, Lodi, Francesca, Arijs, Ingrid, Kremer, Andreas, Tching Chi Yen, Romain, Chien, Miao-Ping, Lamfers, Martine L. M., Leenstra, Sieger
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647455/
https://www.ncbi.nlm.nih.gov/pubmed/37958662
http://dx.doi.org/10.3390/ijms242115678
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author Fabro, Federica
Kers, Trisha V.
Feller, Kate J.
Beerens, Cecile
Ntafoulis, Ioannis
Idbaih, Ahmed
Verreault, Maite
Connor, Kate
Biswas, Archita
Salvucci, Manuela
Prehn, Jochen H. M.
Byrne, Annette T.
O’Farrell, Alice C.
Lambrechts, Diether
Dilcan, Gonca
Lodi, Francesca
Arijs, Ingrid
Kremer, Andreas
Tching Chi Yen, Romain
Chien, Miao-Ping
Lamfers, Martine L. M.
Leenstra, Sieger
author_facet Fabro, Federica
Kers, Trisha V.
Feller, Kate J.
Beerens, Cecile
Ntafoulis, Ioannis
Idbaih, Ahmed
Verreault, Maite
Connor, Kate
Biswas, Archita
Salvucci, Manuela
Prehn, Jochen H. M.
Byrne, Annette T.
O’Farrell, Alice C.
Lambrechts, Diether
Dilcan, Gonca
Lodi, Francesca
Arijs, Ingrid
Kremer, Andreas
Tching Chi Yen, Romain
Chien, Miao-Ping
Lamfers, Martine L. M.
Leenstra, Sieger
author_sort Fabro, Federica
collection PubMed
description Chemotherapy using temozolomide is the standard treatment for patients with glioblastoma. Despite treatment, prognosis is still poor largely due to the emergence of temozolomide resistance. This resistance is closely linked to the widely recognized inter- and intra-tumoral heterogeneity in glioblastoma, although the underlying mechanisms are not yet fully understood. To induce temozolomide resistance, we subjected 21 patient-derived glioblastoma cell cultures to Temozolomide treatment for a period of up to 90 days. Prior to treatment, the cells’ molecular characteristics were analyzed using bulk RNA sequencing. Additionally, we performed single-cell RNA sequencing on four of the cell cultures to track the evolution of temozolomide resistance. The induced temozolomide resistance was associated with two distinct phenotypic behaviors, classified as “adaptive” (ADA) or “non-adaptive” (N-ADA) to temozolomide. The ADA phenotype displayed neurodevelopmental and metabolic gene signatures, whereas the N-ADA phenotype expressed genes related to cell cycle regulation, DNA repair, and protein synthesis. Single-cell RNA sequencing revealed that in ADA cell cultures, one or more subpopulations emerged as dominant in the resistant samples, whereas N-ADA cell cultures remained relatively stable. The adaptability and heterogeneity of glioblastoma cells play pivotal roles in temozolomide treatment and contribute to the tumor’s ability to survive. Depending on the tumor’s adaptability potential, subpopulations with acquired resistance mechanisms may arise.
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spelling pubmed-106474552023-10-27 Genomic Exploration of Distinct Molecular Phenotypes Steering Temozolomide Resistance Development in Patient-Derived Glioblastoma Cells Fabro, Federica Kers, Trisha V. Feller, Kate J. Beerens, Cecile Ntafoulis, Ioannis Idbaih, Ahmed Verreault, Maite Connor, Kate Biswas, Archita Salvucci, Manuela Prehn, Jochen H. M. Byrne, Annette T. O’Farrell, Alice C. Lambrechts, Diether Dilcan, Gonca Lodi, Francesca Arijs, Ingrid Kremer, Andreas Tching Chi Yen, Romain Chien, Miao-Ping Lamfers, Martine L. M. Leenstra, Sieger Int J Mol Sci Article Chemotherapy using temozolomide is the standard treatment for patients with glioblastoma. Despite treatment, prognosis is still poor largely due to the emergence of temozolomide resistance. This resistance is closely linked to the widely recognized inter- and intra-tumoral heterogeneity in glioblastoma, although the underlying mechanisms are not yet fully understood. To induce temozolomide resistance, we subjected 21 patient-derived glioblastoma cell cultures to Temozolomide treatment for a period of up to 90 days. Prior to treatment, the cells’ molecular characteristics were analyzed using bulk RNA sequencing. Additionally, we performed single-cell RNA sequencing on four of the cell cultures to track the evolution of temozolomide resistance. The induced temozolomide resistance was associated with two distinct phenotypic behaviors, classified as “adaptive” (ADA) or “non-adaptive” (N-ADA) to temozolomide. The ADA phenotype displayed neurodevelopmental and metabolic gene signatures, whereas the N-ADA phenotype expressed genes related to cell cycle regulation, DNA repair, and protein synthesis. Single-cell RNA sequencing revealed that in ADA cell cultures, one or more subpopulations emerged as dominant in the resistant samples, whereas N-ADA cell cultures remained relatively stable. The adaptability and heterogeneity of glioblastoma cells play pivotal roles in temozolomide treatment and contribute to the tumor’s ability to survive. Depending on the tumor’s adaptability potential, subpopulations with acquired resistance mechanisms may arise. MDPI 2023-10-27 /pmc/articles/PMC10647455/ /pubmed/37958662 http://dx.doi.org/10.3390/ijms242115678 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Fabro, Federica
Kers, Trisha V.
Feller, Kate J.
Beerens, Cecile
Ntafoulis, Ioannis
Idbaih, Ahmed
Verreault, Maite
Connor, Kate
Biswas, Archita
Salvucci, Manuela
Prehn, Jochen H. M.
Byrne, Annette T.
O’Farrell, Alice C.
Lambrechts, Diether
Dilcan, Gonca
Lodi, Francesca
Arijs, Ingrid
Kremer, Andreas
Tching Chi Yen, Romain
Chien, Miao-Ping
Lamfers, Martine L. M.
Leenstra, Sieger
Genomic Exploration of Distinct Molecular Phenotypes Steering Temozolomide Resistance Development in Patient-Derived Glioblastoma Cells
title Genomic Exploration of Distinct Molecular Phenotypes Steering Temozolomide Resistance Development in Patient-Derived Glioblastoma Cells
title_full Genomic Exploration of Distinct Molecular Phenotypes Steering Temozolomide Resistance Development in Patient-Derived Glioblastoma Cells
title_fullStr Genomic Exploration of Distinct Molecular Phenotypes Steering Temozolomide Resistance Development in Patient-Derived Glioblastoma Cells
title_full_unstemmed Genomic Exploration of Distinct Molecular Phenotypes Steering Temozolomide Resistance Development in Patient-Derived Glioblastoma Cells
title_short Genomic Exploration of Distinct Molecular Phenotypes Steering Temozolomide Resistance Development in Patient-Derived Glioblastoma Cells
title_sort genomic exploration of distinct molecular phenotypes steering temozolomide resistance development in patient-derived glioblastoma cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647455/
https://www.ncbi.nlm.nih.gov/pubmed/37958662
http://dx.doi.org/10.3390/ijms242115678
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