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Boreel DF, Beerkens AP, Heskamp S, Boswinkel M, Peters JP, Adema GJ, Span PN, Bussink J. Inhibition of OXPHOS induces metabolic rewiring and reduces hypoxia in murine tumor models. Clin Transl Radiat Oncol 2024; 49:100875. [PMID: 39469146 PMCID: PMC11513494 DOI: 10.1016/j.ctro.2024.100875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Accepted: 10/08/2024] [Indexed: 10/30/2024] Open
Abstract
Introduction Tumor hypoxia is a feature of many solid malignancies and is known to cause radio resistance. In recent years it has become clear that hypoxic tumor regions also foster an immunosuppressive phenotype and are involved in immunotherapy resistance. It has been proposed that reducing the tumors' oxygen consumption will result in an increased oxygen concentration in the tissue and improve radio- and immunotherapy efficacy. The aim of this study is to investigate the metabolic rewiring of cancer cells by pharmacological attenuation of oxidative phosphorylation (OXPHOS) and subsequently reduce tumor hypoxia. Material and methods The metabolic effects of three OXPHOS inhibitors IACS-010759, atovaquone and metformin were explored by measuring oxygen consumption rate, extra cellular acidification rate, and [18F]FDG uptake in 2D and 3D cell culture. Tumor cell growth in 2D cell culture and hypoxia in 3D cell culture were analyzed by live cell imaging. Tumor hypoxia and [18F]FDG uptake in vivo following treatment with IACS-010759 was determined by immunohistochemistry and ex vivo biodistribution respectively. Results In vitro experiments show that tumor cell metabolism is heterogeneous between different models. Upon OXPHOS inhibition, metabolism shifts from oxygen consumption through OXPHOS towards glycolysis, indicated by increased acidification and glucose uptake. Inhibition of OXPHOS by IACS-010759 treatment reduced diffusion limited tumor hypoxia in both 3D cell culture and in vivo. Although immune cell presence was lower in hypoxic areas compared with normoxic areas, it is not altered following short term OXPHOS inhibition. Discussion These results show that inhibition of OXPHOS causes a metabolic shift from OXPHOS towards increased glycolysis in 2D and 3D cell culture. Moreover, inhibition of OXPHOS reduces diffusion limited hypoxia in 3D cell culture and murine tumor models. Reduced hypoxia by OXPHOS inhibition might enhance therapy efficacy in future studies. However, caution is warranted as systemic metabolic rewiring can cause adverse effects.
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Affiliation(s)
- Daan F. Boreel
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Nijmegen, the Netherlands
- Department of Medical Imaging, Radboudumc, Nijmegen, the Netherlands
| | - Anne P.M. Beerkens
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Nijmegen, the Netherlands
- Department of Medical Imaging, Radboudumc, Nijmegen, the Netherlands
| | - Sandra Heskamp
- Department of Medical Imaging, Radboudumc, Nijmegen, the Netherlands
| | - Milou Boswinkel
- Department of Medical Imaging, Radboudumc, Nijmegen, the Netherlands
| | - Johannes P.W. Peters
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Nijmegen, the Netherlands
| | - Gosse J. Adema
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Nijmegen, the Netherlands
| | - Paul N. Span
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Nijmegen, the Netherlands
| | - Johan Bussink
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Nijmegen, the Netherlands
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Boreel DF, Sandker GGW, Ansems M, van den Bijgaart RJE, Peters JPW, Span PN, Adema GJ, Heskamp S, Bussink J. MHC-I and PD-L1 Expression is Associated with Decreased Tumor Outgrowth and is Radiotherapy-inducible in the Murine Head and Neck Squamous Cell Carcinoma Model MOC1. Mol Imaging Biol 2024; 26:835-846. [PMID: 39009951 PMCID: PMC11436446 DOI: 10.1007/s11307-024-01934-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 06/27/2024] [Accepted: 07/01/2024] [Indexed: 07/17/2024]
Abstract
INTRODUCTION Combined radiotherapy and immune checkpoint inhibition is a potential treatment option for head and neck squamous cell carcinoma (HNSCC). Immunocompetent mouse models can help to successfully develop radio- immunotherapy combinations and to increase our understanding of the effects of radiotherapy on the tumor microenvironment for future clinical translation. Therefore, the aim of this study was to develop a homogeneous, reproducible HNSCC model originating from the Mouse Oral Cancer 1 (MOC1) HNSCC cell line, and to explore the radiotherapy-induced changes in its tumor microenvironment, using flow cytometry and PD-L1 microSPECT/CT imaging. MATERIALS AND METHODS In vivo growing tumors originating from the parental MOC1 line were used to generate single cell derived clones. These clones were screened in vitro for their ability to induce programmed cell death ligand 1 (PD-L1) and major histocompatibility complex class I (MHC-I) following IFNγ exposure. Clones with different IFNγ sensitivity were inoculated in C57BL/6 mice and assessed for tumor outgrowth. The composition of the tumor microenvironment of a stably growing (non)irradiated MOC1-derived clone was assessed by immunohistochemistry, flow cytometry and PD-L1 microSPECT/CT. RESULTS Low in vitro inducibility of MHC-I and PD-L1 by IFNγ was associated with increased tumor outgrowth of MOC1 clones in vivo. Flow cytometry analysis of cells derived from a stable in vivo growing MOC1 clone MOC1.3D5low showed expression of MHC-I and PD-L1 on several cell populations within the tumor. Upon irradiation, MHC-I and PD-L1 increased on leukocytes (CD45.2+) and cancer associated fibroblasts (CD45.2-/EpCAM-/CD90.1+). Furthermore, PD-L1 microSPECT/CT showed increased tumor uptake of radiolabeled PD-L1 antibodies with a heterogeneous spatial distribution of the radio signal, which co-localized with PD-L1+ and CD45.2+ areas. DISCUSSION PD-L1 and MHC-I inducibility by IFNγ in vitro is associated with tumor outgrowth of MOC1 clones in vivo. In tumors originating from a stably growing MOC1-derived clone, expression of these immune-related markers was induced by irradiation shown by flow cytometry on several cell populations within the tumor microenvironment such as immune cells and cancer associated fibroblasts. PD-L1 microSPECT/CT showed increased tumor uptake following radiotherapy, and autoradiography showed correlation of uptake with areas that are heavily infiltrated by immune cells. Knowledge of radiotherapy-induced effects on the tumor microenvironment in this model can help optimize timing and dosage for radio- immunotherapy combination strategies in future research.
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Affiliation(s)
- Daan F Boreel
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Geert Grooteplein Zuid 32, 6525GA, Nijmegen, The Netherlands.
- Department of Medical Imaging, Radboudumc, Geert Grooteplein 10, Nijmegen, 6525GA, The Netherlands.
| | - Gerwin G W Sandker
- Department of Medical Imaging, Radboudumc, Geert Grooteplein 10, Nijmegen, 6525GA, The Netherlands
| | - Marleen Ansems
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Geert Grooteplein Zuid 32, 6525GA, Nijmegen, The Netherlands
| | - Renske J E van den Bijgaart
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Geert Grooteplein Zuid 32, 6525GA, Nijmegen, The Netherlands
| | - Johannes P W Peters
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Geert Grooteplein Zuid 32, 6525GA, Nijmegen, The Netherlands
| | - Paul N Span
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Geert Grooteplein Zuid 32, 6525GA, Nijmegen, The Netherlands
| | - Gosse J Adema
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Geert Grooteplein Zuid 32, 6525GA, Nijmegen, The Netherlands
| | - Sandra Heskamp
- Department of Medical Imaging, Radboudumc, Geert Grooteplein 10, Nijmegen, 6525GA, The Netherlands
| | - Johan Bussink
- Radiotherapy and OncoImmunology Laboratory, Department of Radiation Oncology, Radboudumc, Geert Grooteplein Zuid 32, 6525GA, Nijmegen, The Netherlands
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Kahraman A, Dirilenoğlu F. Assessing the diagnostic value of CAIX and ProEx-C in cervical squamous intraepithelial lesions. Pathol Res Pract 2024; 253:155029. [PMID: 38118216 DOI: 10.1016/j.prp.2023.155029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Revised: 12/02/2023] [Accepted: 12/08/2023] [Indexed: 12/22/2023]
Abstract
Cervical squamous intraepithelial lesions (SILs) may present a diagnostic challenge due to their morphological similarity to benign conditions and variability in interpretation, necessitating the exploration of objective biomarkers to aid in their identification and grading. This study evaluates the immunohistochemical markers Carbonic Anhydrase IX (CAIX) and ProEx-C to assess their diagnostic potential in cervical SILs. We retrospectively identified 56 SIL cases, including 20 low-grade SILs (LSIL) and 36 high-grade SILs (HSIL), alongside a control group of nine chronic cervicitis cases. Immunohistochemical staining was performed on formalin-fixed, paraffin-embedded tissue blocks, and the sensitivity and specificity of CAIX and ProEx-C were evaluated for detecting and grading SILs. CAIX exhibited a sensitivity of 64.3 % and a specificity of 100 % for detecting SILs. ProEx-C staining displayed a sensitivity of 66.1 % and a specificity of 100 % for detecting SILs. The combination of CAIX and ProEx-C staining increased the sensitivity for detecting SILs to 80.4 % without compromising the specificity. These markers alone or in combination were not found to be significant in distinguishing LSIL from HSIL. Both markers showed positivity in benign endocervical and squamous epithelium in high rates. In conclusion, CAIX and ProEx-C are valuable immunohistochemical markers for detecting SILs in cervical specimens, with high sensitivity and specificity. Further research is needed to elucidate their roles in cervical carcinogenesis and their relationship with HPV infection.
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Affiliation(s)
- Aslı Kahraman
- Department of Pathology, Ataturk Training and Research Hospital, Izmir Katip Celebi University, Türkiye
| | - Fikret Dirilenoğlu
- Department of Pathology, Faculty of Medicine, Near East University, Nicosia, Cyprus.
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