Evidence map›Paper›PMID 37958662›Full record

ArticleInternational journal of molecular sciences2023

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

Federica Fabro, Trisha V Kers, Kate J Feller, Cecile Beerens, Ioannis Ntafoulis, Ahmed Idbaih, Maite Verreault, Kate Connor, Archita Biswas, Manuela Salvucci and 12 more

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.3field-weighted citation impact, top 32% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 1 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors at 6 institutions in 5 countries.

Federica FabroDepartment of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands.ORCID 0000-0002-7839-3612
Trisha V KersDepartment of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands.
Kate J FellerDepartment of Molecular Genetics, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands.ORCID 0000-0001-7338-6635
Cecile BeerensDepartment of Molecular Genetics, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands.
Ioannis NtafoulisDepartment of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands.
Ahmed IdbaihDMU Neurosciences, Service de Neurologie 2-Mazarin, Sorbonne Université, AP-HP, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, University Hospital La Pitié Salpêtrière-Charles Foix, Inserm, F-75013 Paris, France.ORCID 0000-0001-5290-1204
Maite VerreaultDMU Neurosciences, Service de Neurologie 2-Mazarin, Sorbonne Université, AP-HP, Institut du Cerveau-Paris Brain Institute-ICM, CNRS, University Hospital La Pitié Salpêtrière-Charles Foix, Inserm, F-75013 Paris, France.ORCID 0000-0001-6708-7698
Kate ConnorDepartment of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland.ORCID 0000-0001-5044-1240
Archita BiswasDepartment of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland.
Manuela SalvucciDepartment of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland.
Jochen H M PrehnDepartment of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland.
Annette T ByrneDepartment of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland.
Alice C O'FarrellDepartment of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland.ORCID 0000-0002-6732-2966
Diether LambrechtsDepartment of Human Genetics, Laboratory for Translational Genetics, VIB Center for Cancer Biology, Katholieke Universiteit Leuven, 3000 Leuven, Belgium.
Gonca DilcanDepartment of Human Genetics, Laboratory for Translational Genetics, VIB Center for Cancer Biology, Katholieke Universiteit Leuven, 3000 Leuven, Belgium.
Francesca LodiDepartment of Human Genetics, Laboratory for Translational Genetics, VIB Center for Cancer Biology, Katholieke Universiteit Leuven, 3000 Leuven, Belgium.
Ingrid ArijsDepartment of Human Genetics, Laboratory for Translational Genetics, VIB Center for Cancer Biology, Katholieke Universiteit Leuven, 3000 Leuven, Belgium.
Andreas KremerInformation Technologies for Translational Medicine, L-4354 Esch-Sur-Alzette, Luxembourg.ORCID 0000-0003-1466-0600
Romain Tching Chi YenInformation Technologies for Translational Medicine, L-4354 Esch-Sur-Alzette, Luxembourg.
Miao-Ping ChienDepartment of Molecular Genetics, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands.ORCID 0000-0002-6087-4688
Martine L M LamfersDepartment of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands.ORCID 0000-0001-7745-9029
Sieger LeenstraDepartment of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands.
Royal College of Surgeons in Ireland · IEErasmus MC Cancer Institute · NLVIB-KU Leuven Center for Cancer Biology · BEErasmus MC · NLCentre National de la Recherche Scientifique · FRUniversity of Luxembourg · LU

Funding

European Union's Horizon 2020 - Marie Skłodowska-Curie ITN 766069
6 · The paper itself

Abstract

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.

Indexed as

Brain NeoplasmsGlioblastomaAntineoplastic Agents, AlkylatingCell Line, TumorDacarbazineDrug Resistance, NeoplasmGene Expression Regulation, NeoplasticGenomicsHumansPhenotypeTemozolomideAntineoplastic Agents, AlkylatingDacarbazineTemozolomideglioblastomasingle-cell RNA sequencingtemozolomide resistancetumor heterogeneity

Identifiers

PMID37958662
PMCPMC10647455
OpenAlexW4387976768

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.