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Tang Z, Dokic I, Knoll M, Ciamarone F, Schwager C, Klein C, Cebulla G, Hoffmann DC, Schlegel J, Seidel P, Rutenberg C, Brons S, Herold-Mende C, Wick W, Debus J, Lemke D, Abdollahi A. Radioresistance and Transcriptional Reprograming of Invasive Glioblastoma Cells. Int J Radiat Oncol Biol Phys 2021; 112:499-513. [PMID: 34534627 DOI: 10.1016/j.ijrobp.2021.09.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 07/13/2021] [Accepted: 09/06/2021] [Indexed: 10/25/2022]
Abstract
PURPOSE Infiltrative growth pattern is a hallmark of glioblastoma (GBM). Radiation therapy aims to eradicate microscopic residual GBM cells after surgical removal of the visible tumor bulk. However, in-field recurrences remain the major pattern of therapy failure. We hypothesized that the radiosensitivity of peripheral invasive tumor cells (peri) may differ from the predominantly investigated tumor bulk. METHODS AND MATERIALS Invasive GBM populations were generated via debulking of the visible tumor core and serial orthotopic transplantation of peri cells, and sustained proinvasive phenotype of peri cells was confirmed in vitro by scratch assay and time lapse imaging. In parallel, invasive GBM cells were selected by transwell assay and from peri cells of patient-derived 3-dimensional spheroid cultures. Transcriptome analysis deciphered a GBM invasion-associated gene signature, and functional involvement of key pathways was validated by pharmacologic inhibition. RESULTS Compared with the bulk cells, invasive GBM populations acquired a radioresistant phenotype characterized by increased cell survival, reduced cell apoptosis, and enhanced DNA double-strand break repair proficiency. Transcriptome analysis revealed a reprograming of invasive cells toward augmented activation of epidermal growth factor receptor- and nuclear factor-κB-related pathways, whereas metabolic processes were downregulated. An invasive GBM score derived from this transcriptional fingerprint correlated well with patient outcome. Inhibition of epidermal growth factor receptor and nuclear factor-κB signaling resensitized invasive cells to irradiation. Invasive cells were eradicated with similar efficacy by particle therapy with carbon ions. CONCLUSIONS Our data indicate that invasive tumor cells constitute a phenotypically distinct and highly radioresistant GBM subpopulation with prognostic impact that may be vulnerable to targeted therapy and carbon ions.
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Affiliation(s)
- Zili Tang
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Ivana Dokic
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Maximilian Knoll
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Federica Ciamarone
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Christian Schwager
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Carmen Klein
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Gina Cebulla
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Dirk C Hoffmann
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Julian Schlegel
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Philipp Seidel
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Christiane Rutenberg
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Stephan Brons
- Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Christel Herold-Mende
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Wolfgang Wick
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Jürgen Debus
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany
| | - Dieter Lemke
- German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany.
| | - Amir Abdollahi
- Division of Molecular & Translational Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital (UKHD), Heidelberg, Germany; German Cancer Consortium (DKTK) Core-Center, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Oncology (NCRO), German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Faculty of Medicine (MFHD) of the Heidelberg University, and Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg, Germany; CCU Translational Radiation Oncology, CCU Radiation Oncology, CCU Neurooncology, National Center for Tumor Diseases (NCT) German Cancer Research Center (DKFZ), Heidelberg University Hospital (UKHD), Heidelberg, Germany; Departments of Neurology, Neurosurgery and Radiation Oncology, Heidelberg University Hospital (UKHD), Heidelberg, Germany.
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