1
|
Waltenberger M, Furkel J, Röhrich M, Salome P, Debus C, Tawk B, Gahlawat AW, Kudak A, Dostal M, Wirkner U, Schwager C, Herold-Mende C, Combs SE, König L, Debus J, Haberkorn U, Abdollahi A, Knoll M. The impact of tumor metabolic activity assessed by 18F-FET amino acid PET imaging in particle radiotherapy of high-grade glioma patients. Front Oncol 2022; 12:901390. [PMID: 36203443 PMCID: PMC9531169 DOI: 10.3389/fonc.2022.901390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 08/17/2022] [Indexed: 11/17/2022] Open
Abstract
Background Selective uptake of (18)F-fluoro-ethyl-tyrosine (18F-FET) is used in high-grade glioma (HGG) to assess tumor metabolic activity via positron emission tomography (PET). We aim to investigate its value for target volume definition, as a prognosticator, and associations with whole-blood transcriptome liquid biopsy (WBT lbx) for which we recently reported feasibility to mirror tumor characteristics and response to particle irradiation in recurrent HGG (rHGG). Methods 18F-FET-PET data from n = 43 patients with primary glioblastoma (pGBM) and n = 33 patients with rHGG were assessed. pGBM patients were irradiated with photons and sequential proton/carbon boost, and rHGG patients were treated with carbon re-irradiation (CIR). WBT (Illumina HumanHT-12 Expression BeadChips) lbx was available for n = 9 patients from the rHGG cohort. PET isocontours (40%–70% SUVmax, 10% steps) and MRI-based treatment volumes (MRIvol) were compared using the conformity index (CI) (pGBM, n = 16; rHGG, n = 27). Associations with WBT lbx data were tested on gene expression level and inferred pathways activity scores (PROGENy) and from transcriptome estimated cell fractions (CIBERSORT, xCell). Results In pGBM, median SUVmax was higher in PET acquired pre-radiotherapy (4.1, range (R) 1.5–7.8; n = 20) vs. during radiotherapy (3.3, R 1.5–5.7, n = 23; p = 0.03) and in non-resected (4.7, R 2.9–7.9; n = 11) vs. resected tumors (3.3, R 1.5–7.8, n = 32; p = 0.01). In rHGG, a trend toward higher SUVmax values in grade IV tumors was observed (p = 0.13). Median MRIvol was 32.34 (R 8.75–108.77) cm3 in pGBM (n = 16) and 20.77 (R 0.63–128.44) cm3 in rHGG patients (n = 27). The highest median CI was observed for 40% (pGBM, 0.31) and 50% (rHGG, 0.43, all tumors) isodose, with 70% (40%) isodose in grade III (IV) rHGG tumors (median CI, 0.38 and 0.49). High SUVmax was linked to shorter survival in pGBM (>3.3, p = 0.001, OR 6.0 [2.1–17.4]) and rHGG (>2.8, p = 0.02, OR 4.1 [1.2–13.9]). SUVmax showed associations with inferred monocyte fractions, hypoxia, and TGFbeta pathway activity and links to immune checkpoint gene expression from WBT lbx. Conclusion The benefits of 18F-FET-PET imaging on gross tumor volume (GTV) definition for particle radiotherapy warrant further evaluation. SUVmax might assist in prognostic stratification of HGG patients for particle radiotherapy, highlights heterogeneity in rHGG, and is positively associated with unfavorable signatures in peripheral whole-blood transcriptomes.
Collapse
Affiliation(s)
- Maria Waltenberger
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Radiation Oncology, Klinikum rechts der Isar, Technical University of Munich (TUM), Munich, Germany
| | - Jennifer Furkel
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Manuel Röhrich
- Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany
| | - Patrick Salome
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Charlotte Debus
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Steinbuch Centre for Computing (SCC), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany
| | - Bouchra Tawk
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Aoife Ward Gahlawat
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andreas Kudak
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
| | - Matthias Dostal
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
| | - Ute Wirkner
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christian Schwager
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christel Herold-Mende
- Department of Experimental Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Stephanie E. Combs
- Department of Radiation Oncology, Klinikum rechts der Isar, Technical University of Munich (TUM), Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum Munich, Munich, Germany
| | - Laila König
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jürgen Debus
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Uwe Haberkorn
- Department of Nuclear Medicine, University Hospital Heidelberg, Heidelberg, Germany
| | - Amir Abdollahi
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Maximilian Knoll
- Department of Radiation Oncology, University Hospital of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology (HIRO), University Hospital of Heidelberg, Heidelberg, Germany
- Translational Radiation Oncology, German Cancer Consortium (DKTK), National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
- *Correspondence: Maximilian Knoll,
| |
Collapse
|
3
|
Safi S, Beckhove P, Warth A, Benner A, Roeder F, Rieken S, Debus J, Dienemann H, Hoffmann H, Huber PE. A randomized phase II study of radiation induced immune boost in operable non-small cell lung cancer (RadImmune trial). BMC Cancer 2015; 15:988. [PMID: 26686362 PMCID: PMC4684916 DOI: 10.1186/s12885-015-2006-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 12/15/2015] [Indexed: 12/25/2022] Open
Abstract
Background Lung cancer is the leading cause of cancer deaths worldwide. Surgery, radiotherapy at conventional and high dose and chemotherapy are the mainstay for lung cancer treatment. Insufficient migration and activation of tumour specific effector T cells seem to be important reasons for inadequate host anti-tumour immune response. Ionizing radiation can induce a variety of immune responses. The goal of this randomized trial is to assess if a preoperative single fraction low dose radiation is able to improve anti-tumour immune response in operable early stage lung cancer. Methods/Design This trial has been designed as an investigator-initiated, prospective, randomized, 2-armed phase II trial. Patients who are candidates for elective resection of early stage non-small cell lung cancer will be randomized into 2 arms. A total of 36 patients will be enrolled. The patients receive either 2 Gy or no radiation prescribed to their primary tumour. Radiation will be delivered by external beam radiotherapy using 3D radiotherapy or intensity-modulated radiation technique (IMRT) 7 days prior to surgical resection. The primary objective is to compare CD8+ T cell counts detected by immunohistochemistry in resected tumours following preoperative radiotherapy versus no radiotherapy. Secondary objectives include the association between CD8+ T cell counts and progression free survival, the correlation of CD8+ T cell counts quantified by immunohistochemistry and flow cytometry, local tumour control and recurrence patterns, survival, radiogenic treatment toxicity and postoperative morbidity and mortality. Further, frequencies of tumour reactive T cells in blood and bone marrow as well as whole blood cell transcriptomics and plasma-proteomics will be correlated with clinical outcome. Discussion This unique intervention combining preoperative low dose radiation and surgical removal of early stage non-small cell lung cancer is designed to address the problem of inadequate host anti-tumour immune response. If successful, this study may affect the role of radiotherapy in lung cancer treatment. Trial registration NCT02319408; Registration: December 29, 2014.
Collapse
Affiliation(s)
- Seyer Safi
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany.
| | - Philipp Beckhove
- Translational Immunology Unit, German Cancer Research Center, Heidelberg, Germany.
| | - Arne Warth
- Division of Thoracic Pathology, Institute of Pathology, Heidelberg, Germany.
| | - Axel Benner
- Division of Biostatistics, German Cancer Research Center, Heidelberg, Germany.
| | - Falk Roeder
- Departments of Molecular and Radiation Oncology, Heidelberg University Hospital and German Cancer Research Center, Heidelberg, Germany. .,Present address: Department Radiation Oncology, University Hospital Munich (LMU), Munich, Germany.
| | - Stefan Rieken
- Departments of Molecular and Radiation Oncology, Heidelberg University Hospital and German Cancer Research Center, Heidelberg, Germany.
| | - Juergen Debus
- Departments of Molecular and Radiation Oncology, Heidelberg University Hospital and German Cancer Research Center, Heidelberg, Germany.
| | - Hendrik Dienemann
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany.
| | - Hans Hoffmann
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany.
| | - Peter E Huber
- Departments of Molecular and Radiation Oncology, Heidelberg University Hospital and German Cancer Research Center, Heidelberg, Germany.
| |
Collapse
|