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Zhang Y, Hong W, Zheng D, Li Z, Hu Y, Chen Y, Yang P, Zeng Z, Du S. Increased IFN-β indicates better survival in hepatocellular carcinoma treated with radiotherapy. Clin Exp Immunol 2024; 218:188-198. [PMID: 39185713 DOI: 10.1093/cei/uxae075] [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: 10/22/2023] [Revised: 06/12/2024] [Accepted: 08/25/2024] [Indexed: 08/27/2024] Open
Abstract
Preclinical data suggest that type I interferon (IFN) responsiveness is essential for the antitumor effects of radiotherapy (RT). However, its clinical value remains unclear. This study aimed to explore this from a clinical perspective. In cohort 1, data from 152 hepatocellular carcinoma (HCC) patients who received RT were analyzed. Blood samples were taken 1 day before and 2 weeks after RT. RT was found to increase serum levels of IFN-β (a subtype of IFN-I) in HCC patients (3.42 ± 1.57 to 5.51 ± 2.11 pg/ml, P < 0.01), particularly in those with favorable responses. Higher post-RT serum IFN-β levels (≥4.77 pg/ml) were associated with better progression-free survival (HR = 0.58, P < 0.01). Cohort 2 included 46 HCC patients, including 23 who underwent preoperative RT and 23 matched control HCC who received surgical resection without RT. Formalin-fixed paraffin-embedded samples were obtained. Neoadjuvant RT significantly increased IFN-β expression in tumor tissues compared to direct surgery (8.13% ± 5.19% to 15.10% ± 5.89%, P < 0.01). Higher post-RT IFN-β (>median) indicated better disease-free survival (P = 0.049). Additionally, increased CD11c+MHCII+CD141+ antigen-presenting cell subsets and CD103+CD39+CD8+ tumor-infiltrating lymphocytes were found in the higher IFN-β group (P = 0.02, P = 0.03), which may contribute to the favorable prognosis in higher IFN-β group. Collectively, these findings suggest that IFN-β response activated by radiation may serve as a prognostic biomarker for HCC patients undergoing RT.
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Affiliation(s)
- Yang Zhang
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Weifeng Hong
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Danxue Zheng
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zongjuan Li
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Medical Oncology, Shanghai Pulmonary Hospital and Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Yong Hu
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yixing Chen
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ping Yang
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhaochong Zeng
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shisuo Du
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
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2
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Akhavan D, Subham S, Jeppson JD, Aguilar B, Wong RA, Hibbard JC, Hui S, Wong JYC, Forman SJ, Alizadeh D, Brown CE. Evaluation of the Immunomodulatory Effects of Radiation for Chimeric Antigen Receptor T Cell Therapy in Glioblastoma Multiforme. Cells 2024; 13:1075. [PMID: 38994929 PMCID: PMC11240512 DOI: 10.3390/cells13131075] [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: 04/23/2024] [Revised: 06/05/2024] [Accepted: 06/17/2024] [Indexed: 07/13/2024] Open
Abstract
Standard-of-care treatment for Glioblastoma Multiforme (GBM) is comprised of surgery and adjuvant chemoradiation. Chimeric Antigen Receptor (CAR) T cell therapy has demonstrated disease-modifying activity in GBM and holds great promise. Radiation, a standard-of-care treatment for GBM, has well-known immunomodulatory properties and may overcome the immunosuppressive tumor microenvironment (TME); however, radiation dose optimization and integration with CAR T cell therapy is not well defined. Murine immunocompetent models of GBM were treated with titrated doses of stereotactic radiosurgery (SRS) of 5, 10, and 20 Gray (Gy), and the TME was analyzed using Nanostring. A conditioning dose of 10 Gy was determined based on tumor growth kinetics and gene expression changes in the TME. We demonstrate that a conditioning dose of 10 Gy activates innate and adaptive immune cells in the TME. Mice treated with 10 Gy in combination with mCAR T cells demonstrated enhanced antitumor activity and superior memory responses to rechallenge with IL13Rα2-positive tumors. Furthermore, 10 Gy plus mCAR T cells also protected against IL13Rα2-negative tumors through a mechanism that was, in part, c-GAS-STING pathway-dependent. Together, these findings support combination conditioning with low-dose 10 Gy radiation in combination with mCAR T cells as a therapeutic strategy for GBM.
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Affiliation(s)
- David Akhavan
- Department of Radiation Oncology, University of Kansas Cancer Center, Kansas City, KS 66160, USA
- Department of Hematologic Malignancies and Cellular Therapeutics, University of Kansas Cancer Center, Kansas City, KS 66160, USA
- Department of Cancer Biology, University of Kansas Cancer Center, Kansas City, KS 66160, USA
- Bioengineering Program, University of Kansas, Lawrence, KS 66045, USA
- Department of Immuno-Oncology, City of Hope Beckman Research Institute, Duarte, CA 91010, USA
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA 91010, USA
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Siddharth Subham
- Department of Radiation Oncology, University of Kansas Cancer Center, Kansas City, KS 66160, USA
- Department of Cancer Biology, University of Kansas Cancer Center, Kansas City, KS 66160, USA
- Bioengineering Program, University of Kansas, Lawrence, KS 66045, USA
| | - John D Jeppson
- Department of Radiation Oncology, University of Kansas Cancer Center, Kansas City, KS 66160, USA
| | - Brenda Aguilar
- Department of Immuno-Oncology, City of Hope Beckman Research Institute, Duarte, CA 91010, USA
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Robyn A Wong
- Department of Immuno-Oncology, City of Hope Beckman Research Institute, Duarte, CA 91010, USA
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Jonathan C Hibbard
- Department of Immuno-Oncology, City of Hope Beckman Research Institute, Duarte, CA 91010, USA
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Susanta Hui
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Jeffrey Y C Wong
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Stephen J Forman
- Department of Immuno-Oncology, City of Hope Beckman Research Institute, Duarte, CA 91010, USA
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Darya Alizadeh
- Department of Immuno-Oncology, City of Hope Beckman Research Institute, Duarte, CA 91010, USA
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Christine E Brown
- Department of Immuno-Oncology, City of Hope Beckman Research Institute, Duarte, CA 91010, USA
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA 91010, USA
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3
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Lim J, Kang I, La J, Ku KB, Kang BH, Kim Y, Park WH, Lee HK. Harnessing type I interferon-mediated immunity to target malignant brain tumors. Front Immunol 2023; 14:1203929. [PMID: 37304294 PMCID: PMC10247981 DOI: 10.3389/fimmu.2023.1203929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 05/15/2023] [Indexed: 06/13/2023] Open
Abstract
Type I interferons have long been appreciated as a cytokine family that regulates antiviral immunity. Recently, their role in eliciting antitumor immune responses has gained increasing attention. Within the immunosuppressive tumor microenvironment (TME), interferons stimulate tumor-infiltrating lymphocytes to promote immune clearance and essentially reshape a "cold" TME into an immune-activating "hot" TME. In this review, we focus on gliomas, with an emphasis on malignant glioblastoma, as these brain tumors possess a highly invasive and heterogenous brain TME. We address how type I interferons regulate antitumor immune responses against malignant gliomas and reshape the overall immune landscape of the brain TME. Furthermore, we discuss how these findings can translate into future immunotherapies targeting brain tumors in general.
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Affiliation(s)
- Juhee Lim
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
| | - In Kang
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
| | - Jeongwoo La
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
| | - Keun Bon Ku
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
- Department of Convergent Research of Emerging Virus Infection, Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea
| | - Byeong Hoon Kang
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
| | - Yumin Kim
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
| | - Won Hyung Park
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
| | - Heung Kyu Lee
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea
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4
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Li H, Luo Q, Zhang H, Ma X, Gu Z, Gong Q, Luo K. Nanomedicine embraces cancer radio-immunotherapy: mechanism, design, recent advances, and clinical translation. Chem Soc Rev 2023; 52:47-96. [PMID: 36427082 DOI: 10.1039/d2cs00437b] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Cancer radio-immunotherapy, integrating external/internal radiation therapy with immuno-oncology treatments, emerges in the current management of cancer. A growing number of pre-clinical studies and clinical trials have recently validated the synergistic antitumor effect of radio-immunotherapy, far beyond the "abscopal effect", but it suffers from a low response rate and toxicity issues. To this end, nanomedicines with an optimized design have been introduced to improve cancer radio-immunotherapy. Specifically, these nanomedicines are elegantly prepared by incorporating tumor antigens, immuno- or radio-regulators, or biomarker-specific imaging agents into the corresponding optimized nanoformulations. Moreover, they contribute to inducing various biological effects, such as generating in situ vaccination, promoting immunogenic cell death, overcoming radiation resistance, reversing immunosuppression, as well as pre-stratifying patients and assessing therapeutic response or therapy-induced toxicity. Overall, this review aims to provide a comprehensive landscape of nanomedicine-assisted radio-immunotherapy. The underlying working principles and the corresponding design strategies for these nanomedicines are elaborated by following the concept of "from bench to clinic". Their state-of-the-art applications, concerns over their clinical translation, along with perspectives are covered.
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Affiliation(s)
- Haonan Li
- Department of Radiology, Department of Biotherapy, Huaxi MR Research Center (HMRRC), Cancer Center, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu 610041, China.
| | - Qiang Luo
- Department of Radiology, Department of Biotherapy, Huaxi MR Research Center (HMRRC), Cancer Center, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu 610041, China.
| | - Hu Zhang
- Amgen Bioprocessing Centre, Keck Graduate Institute, Claremont, CA 91711, USA
| | - Xuelei Ma
- Department of Radiology, Department of Biotherapy, Huaxi MR Research Center (HMRRC), Cancer Center, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu 610041, China.
| | - Zhongwei Gu
- Department of Radiology, Department of Biotherapy, Huaxi MR Research Center (HMRRC), Cancer Center, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu 610041, China.
| | - Qiyong Gong
- Department of Radiology, Department of Biotherapy, Huaxi MR Research Center (HMRRC), Cancer Center, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu 610041, China. .,Functional and Molecular Imaging Key Laboratory of Sichuan Province and Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu 610041, China
| | - Kui Luo
- Department of Radiology, Department of Biotherapy, Huaxi MR Research Center (HMRRC), Cancer Center, Frontiers Science Center for Disease-Related Molecular Network, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu 610041, China. .,Functional and Molecular Imaging Key Laboratory of Sichuan Province and Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu 610041, China
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5
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Sanjurjo L, Broekhuizen EC, Koenen RR, Thijssen VLJL. Galectokines: The Promiscuous Relationship between Galectins and Cytokines. Biomolecules 2022; 12:1286. [PMID: 36139125 PMCID: PMC9496209 DOI: 10.3390/biom12091286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 09/09/2022] [Accepted: 09/10/2022] [Indexed: 11/16/2022] Open
Abstract
Galectins, a family of glycan-binding proteins, are well-known for their role in shaping the immune microenvironment. They can directly affect the activity and survival of different immune cell subtypes. Recent evidence suggests that galectins also indirectly affect the immune response by binding to members of another immunoregulatory protein family, i.e., cytokines. Such galectin-cytokine heterodimers, here referred to as galectokines, add a new layer of complexity to the regulation of immune homeostasis. Here, we summarize the current knowledge with regard to galectokine formation and function. We describe the known and potential mechanisms by which galectokines can help to shape the immune microenvironment. Finally, the outstanding questions and challenges for future research regarding the role of galectokines in immunomodulation are discussed.
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Affiliation(s)
- Lucía Sanjurjo
- Health Research Institute of Santiago de Compostela (IDIS), Center for Research in Molecular Medicine and Chronic Diseases (CiMUS), Barcelona Ave., 15782 Santiago de Compostela, Spain
| | - Esmee C. Broekhuizen
- Department of Radiation Oncology, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Rory R. Koenen
- Department of Biochemistry, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands
| | - Victor L. J. L. Thijssen
- Department of Radiation Oncology, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology & Immunology, 1081 HV Amsterdam, The Netherlands
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6
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Solomon PE, Kirkemo LL, Wilson GM, Leung KK, Almond MH, Sayles LC, Sweet-Cordero EA, Rosenberg OS, Coon JJ, Wells JA. Discovery Proteomics Analysis Determines That Driver Oncogenes Suppress Antiviral Defense Pathways Through Reduction in Interferon-β Autocrine Stimulation. Mol Cell Proteomics 2022; 21:100247. [PMID: 35594991 PMCID: PMC9212846 DOI: 10.1016/j.mcpro.2022.100247] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 04/27/2022] [Accepted: 05/12/2022] [Indexed: 11/25/2022] Open
Abstract
Since the discovery of oncogenes, there has been tremendous interest to understand their mechanistic basis and to develop broadly actionable therapeutics. Some of the most frequently activated oncogenes driving diverse cancers are c-MYC, EGFR, HER2, AKT, KRAS, BRAF, and MEK. Using a reductionist approach, we explored how cellular proteomes are remodeled in isogenic cell lines engineered with or without these driver oncogenes. The most striking discovery for all oncogenic models was the systematic downregulation of scores of antiviral proteins regulated by type 1 interferon. These findings extended to cancer cell lines and patient-derived xenograft models of highly refractory pancreatic cancer and osteosarcoma driven by KRAS and MYC oncogenes. The oncogenes reduced basal expression of and autocrine stimulation by type 1 interferon causing remarkable convergence on common phenotypic and functional profiles. In particular, there was dramatically lower expression of dsRNA sensors including DDX58 (RIG-I) and OAS proteins, which resulted in attenuated functional responses when the oncogenic cells were treated with the dsRNA mimetic, polyI:C, and increased susceptibility to infection with an RNA virus shown using SARS-CoV-2. Our reductionist approach provides molecular and functional insights connected to immune evasion hallmarks in cancers and suggests therapeutic opportunities.
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Affiliation(s)
- Paige E Solomon
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, USA
| | - Lisa L Kirkemo
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, USA
| | - Gary M Wilson
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, USA; Department of Biomolecular Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Kevin K Leung
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, USA
| | - Mark H Almond
- Division of Infectious Diseases, Department of Medicine, UCSF Medical Center, University of California, San Francisco, California, USA
| | - Leanne C Sayles
- Department of Pediatrics, University of California San Francisco, California, USA
| | | | - Oren S Rosenberg
- Division of Infectious Diseases, Department of Medicine, UCSF Medical Center, University of California, San Francisco, California, USA; Department of Biophysics and Biochemistry, Chan Zuckerberg Biohub, San Francisco, California, USA
| | - Joshua J Coon
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, USA; Department of Biomolecular Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, USA; National Center for Quantitative Biology of Complex Systems, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - James A Wells
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, USA; Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, California, USA.
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Goedegebuure RSA, Kleibeuker EA, Buffa FM, Castricum KCM, Haider S, Schulkens IA, Ten Kroode L, van den Berg J, Jacobs MAJM, van Berkel AM, van Grieken NCT, Derks S, Slotman BJ, Verheul HMW, Harris AL, Thijssen VL. Interferon- and STING-independent induction of type I interferon stimulated genes during fractionated irradiation. J Exp Clin Cancer Res 2021; 40:161. [PMID: 33964942 PMCID: PMC8106844 DOI: 10.1186/s13046-021-01962-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 04/25/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Improvement of radiotherapy efficacy requires better insight in the dynamic responses that occur during irradiation. Here, we aimed to identify the molecular responses that are triggered during clinically applied fractionated irradiation. METHODS Gene expression analysis was performed by RNAseq or microarray analysis of cancer cells or xenograft tumors, respectively, subjected to 3-5 weeks of 5 × 2 Gy/week. Validation of altered gene expression was performed by qPCR and/or ELISA in multiple cancer cell lines as well as in pre- and on-treatment biopsies from esophageal cancer patients ( NCT02072720 ). Targeted protein inhibition and CRISPR/Cas-induced gene knockout was used to analyze the role of type I interferons and cGAS/STING signaling pathway in the molecular and cellular response to fractionated irradiation. RESULTS Gene expression analysis identified type I interferon signaling as the most significantly enriched biological process induced during fractionated irradiation. The commonality of this response was confirmed in all irradiated cell lines, the xenograft tumors and in biopsies from esophageal cancer patients. Time-course analyses demonstrated a peak in interferon-stimulated gene (ISG) expression within 2-3 weeks of treatment. The response was accompanied by a variable induction of predominantly interferon-beta and/or -lambda, but blocking these interferons did not affect ISG expression induction. The same was true for targeted inhibition of the upstream regulatory STING protein while knockout of STING expression only delayed the ISG expression induction. CONCLUSIONS Collectively, the presented data show that clinically applied fractionated low-dose irradiation can induce a delayed type I interferon response that occurs independently of interferon expression or STING signaling. These findings have implications for current efforts that aim to target the type I interferon response for cancer treatment.
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Affiliation(s)
- Ruben S A Goedegebuure
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Esther A Kleibeuker
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | | | - Kitty C M Castricum
- Department of Radiation Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Syed Haider
- Department of Molecular Oncology, University of Oxford, Oxford, UK
| | - Iris A Schulkens
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Luuk Ten Kroode
- Department of Radiation Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Jaap van den Berg
- Department of Radiation Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Maarten A J M Jacobs
- Department of Gastroenterology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Anne-Marie van Berkel
- Department of Gastroenterology, Noord West Ziekenhuisgroep, Alkmaar, The Netherlands
| | - Nicole C T van Grieken
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Sarah Derks
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Ben J Slotman
- Department of Radiation Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Henk M W Verheul
- Department of Medical Oncology, Radboud UMC, Nijmegen, The Netherlands
| | - Adrian L Harris
- Department of Molecular Oncology, University of Oxford, Oxford, UK
| | - Victor L Thijssen
- Department of Radiation Oncology, Cancer Center Amsterdam, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands.
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