Impact of developmental state, p53 status, and interferon signaling on glioblastoma cell response to radiation and temozolomide treatment.

Glioblastoma (GBM) tumors exhibit extensive genomic, epigenomic, and transcriptional diversity, with significant intratumoral heterogeneity, complicating standard treatment approaches involving radiation (RT) and the DNA-alkylating agent temozolomide (TMZ). In this study, we employed an integrative...

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Main Authors: Artem Berezovsky, Oluwademilade Nuga, Indrani Datta, Kimberly Bergman, Thais Sabedot, Katherine Gurdziel, Susan Irtenkauf, Laura Hasselbach, Yuling Meng, Claudius Mueller, Emanuel F Petricoin, Stephen Brown, Neeraja Purandare, Sidhesh Aras, Tom Mikkelsen, Laila Poisson, Houtan Noushmehr, Douglas Ruden, Ana C deCarvalho
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0315171
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author Artem Berezovsky
Oluwademilade Nuga
Indrani Datta
Kimberly Bergman
Thais Sabedot
Katherine Gurdziel
Susan Irtenkauf
Laura Hasselbach
Yuling Meng
Claudius Mueller
Emanuel F Petricoin
Stephen Brown
Neeraja Purandare
Sidhesh Aras
Tom Mikkelsen
Laila Poisson
Houtan Noushmehr
Douglas Ruden
Ana C deCarvalho
author_facet Artem Berezovsky
Oluwademilade Nuga
Indrani Datta
Kimberly Bergman
Thais Sabedot
Katherine Gurdziel
Susan Irtenkauf
Laura Hasselbach
Yuling Meng
Claudius Mueller
Emanuel F Petricoin
Stephen Brown
Neeraja Purandare
Sidhesh Aras
Tom Mikkelsen
Laila Poisson
Houtan Noushmehr
Douglas Ruden
Ana C deCarvalho
author_sort Artem Berezovsky
collection DOAJ
description Glioblastoma (GBM) tumors exhibit extensive genomic, epigenomic, and transcriptional diversity, with significant intratumoral heterogeneity, complicating standard treatment approaches involving radiation (RT) and the DNA-alkylating agent temozolomide (TMZ). In this study, we employed an integrative multi-omics approach, including targeted proteomics, transcriptomics, genomics, and DNA methylation profiling, to investigate the response of a representative panel of GBM patient-derived cancer stem cells (CSCs) to astrocytic differentiation and RT and TMZ treatments. Differentiated CSC progenies retained the expression of key stemness genes and survival pathways, while activating the BMP-Smad signaling pathway and upregulating extracellular matrix components. This was associated with increased resistance to TMZ, though not to RT, across all models. We identified TP53 status as a critical determinant of transcriptional response to both RT and TMZ, which was also modulated by the differentiation state and treatment modality in wildtype (wt) p53 GBM cells. Both mutant and wt p53 models exhibited significant activation of the DNA-damage associated interferon (IFN) response in CSCs and differentiated cells, implicating this pathway in the GBM response to therapy. We observed that activation of NF-κB was positively correlated with the levels of O-6-methylguanine-DNA methyltransferase (MGMT) protein, a direct DNA repair enzyme leading to TMZ resistance, regardless of MGMT promoter methylation status, further supporting the clinical potential for inhibition of NF-kB signaling in GBM treatment. Our integrative analysis of the impact of GBM cell developmental states, in the context of genomic and molecular diversity of patient-derived models, provides valuable insights for pre-clinical studies aimed at optimizing treatment strategies.
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spelling doaj-art-5b319961caf64157b96a09b51466220d2025-02-12T05:31:12ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01202e031517110.1371/journal.pone.0315171Impact of developmental state, p53 status, and interferon signaling on glioblastoma cell response to radiation and temozolomide treatment.Artem BerezovskyOluwademilade NugaIndrani DattaKimberly BergmanThais SabedotKatherine GurdzielSusan IrtenkaufLaura HasselbachYuling MengClaudius MuellerEmanuel F PetricoinStephen BrownNeeraja PurandareSidhesh ArasTom MikkelsenLaila PoissonHoutan NoushmehrDouglas RudenAna C deCarvalhoGlioblastoma (GBM) tumors exhibit extensive genomic, epigenomic, and transcriptional diversity, with significant intratumoral heterogeneity, complicating standard treatment approaches involving radiation (RT) and the DNA-alkylating agent temozolomide (TMZ). In this study, we employed an integrative multi-omics approach, including targeted proteomics, transcriptomics, genomics, and DNA methylation profiling, to investigate the response of a representative panel of GBM patient-derived cancer stem cells (CSCs) to astrocytic differentiation and RT and TMZ treatments. Differentiated CSC progenies retained the expression of key stemness genes and survival pathways, while activating the BMP-Smad signaling pathway and upregulating extracellular matrix components. This was associated with increased resistance to TMZ, though not to RT, across all models. We identified TP53 status as a critical determinant of transcriptional response to both RT and TMZ, which was also modulated by the differentiation state and treatment modality in wildtype (wt) p53 GBM cells. Both mutant and wt p53 models exhibited significant activation of the DNA-damage associated interferon (IFN) response in CSCs and differentiated cells, implicating this pathway in the GBM response to therapy. We observed that activation of NF-κB was positively correlated with the levels of O-6-methylguanine-DNA methyltransferase (MGMT) protein, a direct DNA repair enzyme leading to TMZ resistance, regardless of MGMT promoter methylation status, further supporting the clinical potential for inhibition of NF-kB signaling in GBM treatment. Our integrative analysis of the impact of GBM cell developmental states, in the context of genomic and molecular diversity of patient-derived models, provides valuable insights for pre-clinical studies aimed at optimizing treatment strategies.https://doi.org/10.1371/journal.pone.0315171
spellingShingle Artem Berezovsky
Oluwademilade Nuga
Indrani Datta
Kimberly Bergman
Thais Sabedot
Katherine Gurdziel
Susan Irtenkauf
Laura Hasselbach
Yuling Meng
Claudius Mueller
Emanuel F Petricoin
Stephen Brown
Neeraja Purandare
Sidhesh Aras
Tom Mikkelsen
Laila Poisson
Houtan Noushmehr
Douglas Ruden
Ana C deCarvalho
Impact of developmental state, p53 status, and interferon signaling on glioblastoma cell response to radiation and temozolomide treatment.
PLoS ONE
title Impact of developmental state, p53 status, and interferon signaling on glioblastoma cell response to radiation and temozolomide treatment.
title_full Impact of developmental state, p53 status, and interferon signaling on glioblastoma cell response to radiation and temozolomide treatment.
title_fullStr Impact of developmental state, p53 status, and interferon signaling on glioblastoma cell response to radiation and temozolomide treatment.
title_full_unstemmed Impact of developmental state, p53 status, and interferon signaling on glioblastoma cell response to radiation and temozolomide treatment.
title_short Impact of developmental state, p53 status, and interferon signaling on glioblastoma cell response to radiation and temozolomide treatment.
title_sort impact of developmental state p53 status and interferon signaling on glioblastoma cell response to radiation and temozolomide treatment
url https://doi.org/10.1371/journal.pone.0315171
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