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Fabro F, Kers TV, Feller KJ, Beerens C, Ntafoulis I, Idbaih A, Verreault M, Connor K, Biswas A, Salvucci M, Prehn JHM, Byrne AT, O’Farrell AC, Lambrechts D, Dilcan G, Lodi F, Arijs I, Kremer A, Tching Chi Yen R, Chien MP, Lamfers MLM, Leenstra S. Genomic Exploration of Distinct Molecular Phenotypes Steering Temozolomide Resistance Development in Patient-Derived Glioblastoma Cells. Int J Mol Sci 2023; 24:15678. [PMID: 37958662 PMCID: PMC10647455 DOI: 10.3390/ijms242115678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 10/20/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023] Open
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.
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Affiliation(s)
- Federica Fabro
- Department of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands; (F.F.); (M.L.M.L.)
| | - Trisha V. Kers
- Department of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands; (F.F.); (M.L.M.L.)
| | - Kate J. Feller
- Department of Molecular Genetics, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands
| | - Cecile Beerens
- Department of Molecular Genetics, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands
| | - Ioannis Ntafoulis
- Department of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands; (F.F.); (M.L.M.L.)
| | - Ahmed Idbaih
- DMU 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
| | - Maite Verreault
- DMU 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
| | - Kate Connor
- Department of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland
| | - Archita Biswas
- Department of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland
| | - Manuela Salvucci
- Department of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland
| | - Jochen H. M. Prehn
- Department of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland
| | - Annette T. Byrne
- Department of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland
| | - Alice C. O’Farrell
- Department of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, D02 YN77 Dublin, Ireland
| | - Diether Lambrechts
- Department of Human Genetics, Laboratory for Translational Genetics, VIB Center for Cancer Biology, Katholieke Universiteit Leuven, 3000 Leuven, Belgium
| | - Gonca Dilcan
- Department of Human Genetics, Laboratory for Translational Genetics, VIB Center for Cancer Biology, Katholieke Universiteit Leuven, 3000 Leuven, Belgium
| | - Francesca Lodi
- Department of Human Genetics, Laboratory for Translational Genetics, VIB Center for Cancer Biology, Katholieke Universiteit Leuven, 3000 Leuven, Belgium
| | - Ingrid Arijs
- Department of Human Genetics, Laboratory for Translational Genetics, VIB Center for Cancer Biology, Katholieke Universiteit Leuven, 3000 Leuven, Belgium
| | - Andreas Kremer
- Information Technologies for Translational Medicine, L-4354 Esch-Sur-Alzette, Luxembourg
| | - Romain Tching Chi Yen
- Information Technologies for Translational Medicine, L-4354 Esch-Sur-Alzette, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4362 Esch-Belval Esch-Sur-Alzette, Luxembourg
| | - Miao-Ping Chien
- Department of Molecular Genetics, Erasmus University Medical Center, 3015 CN Rotterdam, The Netherlands
- Oncode Institute, 3521 AL Utrecht, The Netherlands
| | - Martine L. M. Lamfers
- Department of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands; (F.F.); (M.L.M.L.)
| | - Sieger Leenstra
- Department of Neurosurgery Rotterdam, Brain Tumor Center, Erasmus Medical Center Cancer Institute, Erasmus Medical Center, Wytemaweg 80, Ee2236, 3015 CN Rotterdam, The Netherlands; (F.F.); (M.L.M.L.)
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Ortiz Rivera J, Velez Crespo G, Inyushin M, Kucheryavykh Y, Kucheryavykh L. Pyk2/FAK Signaling Is Upregulated in Recurrent Glioblastoma Tumors in a C57BL/6/GL261 Glioma Implantation Model. Int J Mol Sci 2023; 24:13467. [PMID: 37686276 PMCID: PMC10487692 DOI: 10.3390/ijms241713467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 08/28/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
The majority of glioblastomas (GBMs) recur shortly after tumor resection and recurrent tumors differ significantly from newly diagnosed GBMs, phenotypically and genetically. In this study, using a Gl261-C57Bl/6 mouse glioma implantation model, we identified significant upregulation of proline-rich tyrosine kinase Pyk2 and focal adhesion kinase (FAK) phosphorylation levels-pPyk2 (579/580) and pFAK (925)-without significant modifications in total Pyk2 and FAK protein expression in tumors regrown after surgical resection, compared with primary implanted tumors. Previously, we demonstrated that Pyk2 and FAK are involved in the regulation of tumor cell invasion and proliferation and are associated with reduced overall survival. We hypothesized that the use of inhibitors of Pyk2/FAK in the postsurgical period may reduce the growth of recurrent tumors. Using Western blot analysis and confocal immunofluorescence approaches, we demonstrated upregulation of Cyclin D1 and the Ki67 proliferation index in tumors regrown after resection, compared with primary implanted tumors. Treatment with Pyk2/FAK inhibitor PF-562271, administered through oral gavage at 50 mg/kg daily for two weeks beginning 2 days before tumor resection, reversed Pyk2/FAK signaling upregulation in recurrent tumors, reduced tumor volume, and increased animal survival. In conclusion, the use of Pyk2/FAK inhibitors can contribute to a delay in GBM tumor regrowth after surgical resection.
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Affiliation(s)
- Jescelica Ortiz Rivera
- Department of Biochemistry, School of Medicine, Universidad Central de Caribe, Bayamon, PR 00956, USA; (G.V.C.); (M.I.); (Y.K.); (L.K.)
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Chaulagain D, Smolanka V, Smolanka A, Munakomi S. The Impact of Extent of Resection on the Prognosis of Glioblastoma Multiforme: A Systematic Review and Meta-analysis. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.8970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Purpose:
To investigate the predictor factors of mortality describing the prognosis of primary surgical resection of Glioblastoma Multiforme (GBM).
Materials and Methods:
A systemic search was conducted from electronic databases (PubMed/Medline, Cochrane Library, and Google Scholar) from inception to 12th September 2021. All statistical analysis was conducted in Review Manager 5.4.1. Studies meeting inclusion criteria were selected. A random-effect model was used when heterogeneity was seen to pool the studies, and the result were reported in the Hazards Ratio (HR) and corresponding 95% Confidence interval (CI).
Result:
Twenty-three cohort studies were selected for meta-analysis. There was statistically significant effect of extent of resection on prognosis of surgery in GBM patients (HR= 0.90 [0.86, 0.95]; p< 0.0001; I2= 96%), male gender (HR= 1.19 [1.06, 1.34]; p= 0.002; I2= 0%) and decrease Karnofsky Performance Status (HR= 0.97 [0.95, 0.99]; p= 0.003; I2= 90%). Age and tumor volume was also analyzed in the study.
Conclusion:
The results of our meta-analysis suggested that age, gender, pre-operative KPS score and extent of resection have significant effects on the post-surgical mortality rate, therefore, these factors can be used significant predictor of mortality in GBM patients.
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Pająk B. Looking for the Holy Grail—Drug Candidates for Glioblastoma Multiforme Chemotherapy. Biomedicines 2022; 10:biomedicines10051001. [PMID: 35625738 PMCID: PMC9138518 DOI: 10.3390/biomedicines10051001] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 04/23/2022] [Accepted: 04/25/2022] [Indexed: 02/05/2023] Open
Abstract
Glioblastoma multiforme (GBM) is the deadliest and the most heterogeneous brain cancer. The median survival time of GBM patients is approximately 8 to 15 months after initial diagnosis. GBM development is determined by numerous signaling pathways and is considered one of the most challenging and complicated-to-treat cancer types. Standard GBM therapy consist of surgery followed by radiotherapy or chemotherapy, and combined treatment. Current standard of care (SOC) does not offer a significant chance for GBM patients to combat cancer, and the selection of available drugs is limited. For almost 20 years, there has been only one drug, Temozolomide (TMZ), approved as a first-line GBM treatment. Due to the limited efficacy of TMZ and the high rate of resistant patients, the implementation of new chemotherapeutics is highly desired. However, due to the unique properties of GBM, many challenges still need to be overcome before reaching a ‘breakthrough’. This review article describes the most recent compounds introduced into clinical trials as drug candidates for GBM chemotherapy.
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Affiliation(s)
- Beata Pająk
- Independent Laboratory of Genetics and Molecular Biology, Kaczkowski Military Institute of Hygiene and Epidemiology, Kozielska 4, 01-163 Warsaw, Poland
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