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Takashima ME, Berg TJ, Morris ZS. The Effects of Radiation Dose Heterogeneity on the Tumor Microenvironment and Anti-Tumor Immunity. Semin Radiat Oncol 2024; 34:262-271. [PMID: 38880534 DOI: 10.1016/j.semradonc.2024.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
Radiotherapy elicits dose- and lineage-dependent effects on immune cell survival, migration, activation, and proliferation in targeted tumor microenvironments. Radiation also stimulates phenotypic changes that modulate the immune susceptibility of tumor cells. This has raised interest in using radiotherapy to promote greater response to immunotherapies. To clarify the potential of such combinations, it is critical to understand how best to administer radiation therapy to achieve activation of desired immunologic mechanisms. In considering the multifaceted process of priming and propagating anti-tumor immune response, radiation dose heterogeneity emerges as a potential means for simultaneously engaging diverse dose-dependent effects in a single tumor environment. Recent work in spatially fractionated external beam radiation therapy demonstrates the expansive immune responses achievable when a range of high to low dose radiation is delivered in a tumor. Brachytherapy and radiopharmaceutical therapies deliver inherently heterogeneous distributions of radiation that may contribute to immunogenicity. This review evaluates the interplay of radiation dose and anti-tumor immune response and explores emerging methodological approaches for investigating the effects of heterogeneous dose distribution on immune responses.
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Affiliation(s)
- Maya E Takashima
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Tracy J Berg
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Zachary S Morris
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, WI.
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2
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Rykkelid AM, Sinha PM, Folefac CA, Horsman MR, Sørensen BS, Søland TM, Schreurs OJF, Malinen E, Edin NFJ. Combination of proton- or X-irradiation with anti-PDL1 immunotherapy in two murine oral cancers. Sci Rep 2024; 14:11569. [PMID: 38773258 PMCID: PMC11109162 DOI: 10.1038/s41598-024-62272-z] [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: 11/17/2023] [Accepted: 05/15/2024] [Indexed: 05/23/2024] Open
Abstract
Combining radiation therapy with immunotherapy is a strategy to improve both treatments. The purpose of this study was to compare responses for two syngeneic head and neck cancer (HNC) tumor models in mice following X-ray or proton irradiation with or without immune checkpoint inhibition (ICI). MOC1 (immunogenic) and MOC2 (less immunogenic) tumors were inoculated in the right hind leg of each mouse (C57BL/6J, n = 398). Mice were injected with anti-PDL1 (10 mg/kg, twice weekly for 2 weeks), and tumors were treated with single-dose irradiation (5-30 Gy) with X-rays or protons. MOC2 tumors grew faster and were more radioresistant than MOC1 tumors, and all mice with MOC2 tumors developed metastases. Irradiation reduced the tumor volume in a dose-dependent manner. ICI alone reduced the tumor volume for MOC1 with 20% compared to controls, while no reduction was seen for MOC2. For MOC1, there was a clear treatment synergy when combining irradiation with ICI for radiation doses above 5 Gy and there was a tendency for X-rays being slightly more biologically effective compared to protons. For MOC2, there was a tendency of protons being more effective than X-rays, but both radiation types showed a small synergy when combined with ICI. Although the responses and magnitudes of the therapeutic effect varied, the optimal radiation dose for maximal synergy appeared to be in the order of 10-15 Gy, regardless of tumor model.
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Affiliation(s)
- Anne Marit Rykkelid
- Department of Physics, University of Oslo, P.O. Box 1048, 0316, Blindern, Oslo, Norway
| | | | | | - Michael R Horsman
- Experimental Clinical Oncology - Dept. Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Brita Singers Sørensen
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Health, Aarhus University, Aarhus, Denmark
| | - Tine Merete Søland
- Institute of Oral Biology, University of Oslo, P.O. Box 1052, 0316, Blindern, Oslo, Norway
| | | | - Eirik Malinen
- Department of Physics, University of Oslo, P.O. Box 1048, 0316, Blindern, Oslo, Norway
- Department of Radiation Biology, Oslo University Hospital, P.O. Box 4950, 0424, Nydalen, Oslo, Norway
| | - Nina Frederike J Edin
- Department of Physics, University of Oslo, P.O. Box 1048, 0316, Blindern, Oslo, Norway.
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3
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Corrigan KL, Xu T, Sasaki Y, Lin R, Chen AB, Welsh JW, Lin SH, Chang JY, Ning MS, Gandhi S, O'Reilly MS, Gay CM, Altan M, Lu C, Cascone T, Koutroumpakis E, Sheshadri A, Zhang X, Liao L, Zhu XR, Heymach JV, Nguyen QN, Liao Z. Survival outcomes and toxicity of adjuvant immunotherapy after definitive concurrent chemotherapy with proton beam radiation therapy for patients with inoperable locally advanced non-small cell lung carcinoma. Radiother Oncol 2024; 193:110121. [PMID: 38311031 PMCID: PMC10947851 DOI: 10.1016/j.radonc.2024.110121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 01/26/2024] [Accepted: 01/28/2024] [Indexed: 02/06/2024]
Abstract
INTRODUCTION Adjuvant immunotherapy (IO) following concurrent chemotherapy and photon radiation therapy confers an overall survival (OS) benefit for patients with inoperable locally advanced non-small cell lung carcinoma (LA-NSCLC); however, outcomes of adjuvant IO after concurrent chemotherapy with proton beam therapy (CPBT) are unknown. We investigated OS and toxicity after CPBT with adjuvant IO versus CPBT alone for inoperable LA-NSCLC. MATERIALS AND METHODS We analyzed 354 patients with LA-NSCLC who were prospectively treated with CPBT with or without adjuvant IO from 2009 to 2021. Optimal variable ratio propensity score matching (PSM) matched CPBT with CPBT + IO patients. Survival was estimated with the Kaplan-Meier method and compared with log-rank tests. Multivariable Cox proportional hazards regression evaluated the effect of IO on disease outcomes. RESULTS Median age was 70 years; 71 (20%) received CPBT + IO and 283 (80%) received CPBT only. After PSM, 71 CPBT patients were matched with 71 CPBT + IO patients. Three-year survival rates for CPBT + IO vs CPBT were: OS 67% vs 30% (P < 0.001) and PFS 59% vs 35% (P = 0.017). Three-year LRFS (P = 0.137) and DMFS (P = 0.086) did not differ. Receipt of adjuvant IO was a strong predictor of OS (HR 0.40, P = 0.001) and PFS (HR 0.56, P = 0.030), but not LRFS (HR 0.61, P = 0.121) or DMFS (HR 0.61, P = 0.136). There was an increased incidence of grade ≥3 esophagitis in the CPBT-only group (6% CPBT + IO vs 17% CPBT, P = 0.037). CONCLUSION This study, one of the first to investigate CPBT followed by IO for inoperable LA-NSCLC, showed that IO conferred survival benefits with no increased rates of toxicity.
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Affiliation(s)
- Kelsey L Corrigan
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ting Xu
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Yuki Sasaki
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ruitao Lin
- Department of Biostatics and Computational Science, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Aileen B Chen
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - James W Welsh
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Steven H Lin
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joe Y Chang
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Matthew S Ning
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Saumil Gandhi
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael S O'Reilly
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Carl M Gay
- Department of Thoracic-Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mehmet Altan
- Department of Thoracic-Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Charles Lu
- Department of Thoracic-Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tina Cascone
- Department of Thoracic-Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Ajay Sheshadri
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xiaodong Zhang
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Li Liao
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - X Ronald Zhu
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John V Heymach
- Department of Thoracic-Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Quynh-Nhu Nguyen
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Zhongxing Liao
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Chimote AA, Lehn MA, Bhati J, Mascia AE, Sertorio M, Lamba MA, Ionascu D, Tang AL, Langevin SM, Khodoun MV, Wise-Draper TM, Conforti L. Proton Treatment Suppresses Exosome Production in Head and Neck Squamous Cell Carcinoma. Cancers (Basel) 2024; 16:1008. [PMID: 38473367 PMCID: PMC10931005 DOI: 10.3390/cancers16051008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 02/23/2024] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
Proton therapy (PT) is emerging as an effective and less toxic alternative to conventional X-ray-based photon therapy (XRT) for patients with advanced head and neck squamous cell carcinomas (HNSCCs) owing to its clustered dose deposition dosimetric characteristics. For optimal efficacy, cancer therapies, including PT, must elicit a robust anti-tumor response by effector and cytotoxic immune cells in the tumor microenvironment (TME). While tumor-derived exosomes contribute to immune cell suppression in the TME, information on the effects of PT on exosomes and anti-tumor immune responses in HNSCC is not known. In this study, we generated primary HNSCC cells from tumors resected from HNSCC patients, irradiated them with 5 Gy PT or XRT, and isolated exosomes from cell culture supernatants. HNSCC cells exposed to PT produced 75% fewer exosomes than XRT- and non-irradiated HNSCC cells. This effect persisted in proton-irradiated cells for up to five days. Furthermore, we observed that exosomes from proton-irradiated cells were identical in morphology and immunosuppressive effects (suppression of IFN-γ release by peripheral blood mononuclear cells) to those of photon-irradiated cells. Our results suggest that PT limits the suppressive effect of exosomes on cancer immune surveillance by reducing the production of exosomes that can inhibit immune cell function.
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Affiliation(s)
- Ameet A. Chimote
- Division of Nephrology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH 45267, USA; (A.A.C.); (J.B.)
| | - Maria A. Lehn
- Division of Hematology-Oncology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH 45267, USA; (M.A.L.); (T.M.W.-D.)
| | - Jay Bhati
- Division of Nephrology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH 45267, USA; (A.A.C.); (J.B.)
| | - Anthony E. Mascia
- Department of Radiation Oncology, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA; (A.E.M.); (M.S.); (M.A.L.); (D.I.)
| | - Mathieu Sertorio
- Department of Radiation Oncology, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA; (A.E.M.); (M.S.); (M.A.L.); (D.I.)
| | - Michael A. Lamba
- Department of Radiation Oncology, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA; (A.E.M.); (M.S.); (M.A.L.); (D.I.)
| | - Dan Ionascu
- Department of Radiation Oncology, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA; (A.E.M.); (M.S.); (M.A.L.); (D.I.)
| | - Alice L. Tang
- Department of Otolarynogology, Head and Neck Surgery, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA;
| | - Scott M. Langevin
- Larner College of Medicine, University of Vermont, Burlington, VT 05405, USA;
- University of Vermont Cancer Center, Burlington, VT 05405, USA
| | - Marat V. Khodoun
- Division of Rheumatology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH 45267, USA;
- Division of Immunobiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Trisha M. Wise-Draper
- Division of Hematology-Oncology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH 45267, USA; (M.A.L.); (T.M.W.-D.)
| | - Laura Conforti
- Division of Nephrology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH 45267, USA; (A.A.C.); (J.B.)
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Uematsu M, Nakajima H, Hosono A, Kiyohara H, Hirota A, Takahashi N, Fukuda M, Kusuhara S, Nakao T, Funasaka C, Kondoh C, Harano K, Matsubara N, Naito Y, Akimoto T, Mukohara T. Safety of immune checkpoint inhibitors after proton beam therapy in head and neck mucosal melanoma: a case series. Melanoma Res 2023; 33:547-552. [PMID: 37696254 DOI: 10.1097/cmr.0000000000000924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/13/2023]
Abstract
Proton beam therapy (PBT) has shown promising efficacy in treating locally advanced head and neck mucosal melanoma despite its poor prognosis. Although PBT may improve the efficacy of subsequent immune checkpoint inhibitors (ICIs), the safety of ICIs in patients who have previously received PBT has not been established. Hence, this study evaluated the safety of ICIs in patients who had recurrent mucosal melanoma after PBT. Between April 2013 and June 2022, we retrospectively reviewed the medical records of patients diagnosed with cutaneous or mucosal melanoma at the National Cancer Center Hospital East. Seven patients were treated with ICIs after their head and neck mucosal melanoma (HNMM) recurred after PBT. Four of the seven patients experienced grade immune-related adverse events (irAEs). Due to irAE in the irradiation field, two patients had grade 3 hypopituitarism. Other grade 3 or higher irAEs included an increase in serum alanine aminotransferase in two patients and gastritis in one, and two patients discontinued ICI due to the irAEs. All irAEs were resolved with appropriate management. Although administering ICIs after PBT may increase the risk of irAEs, especially in the irradiation field, they appear manageable. These findings could help in the development of a treatment strategy for locally advanced HNMM that includes PBT and subsequent ICIs.
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Affiliation(s)
- Mao Uematsu
- Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo
- Department of Medical Oncology, National Cancer Center Hospital East
| | - Hiromichi Nakajima
- Department of Medical Oncology, National Cancer Center Hospital East
- Department of Experimental Therapeutics, National Cancer Center Hospital East
| | - Ako Hosono
- Department of Medical Oncology, National Cancer Center Hospital East
- Department of Pediatric Oncology, National Cancer Center Hospital East
| | - Hikari Kiyohara
- Department of Medical Oncology, National Cancer Center Hospital East
| | - Akira Hirota
- Department of Medical Oncology, National Cancer Center Hospital East
| | | | - Misao Fukuda
- Department of Medical Oncology, National Cancer Center Hospital East
| | - Shota Kusuhara
- Department of Medical Oncology, National Cancer Center Hospital East
| | - Takehiro Nakao
- Department of Medical Oncology, National Cancer Center Hospital East
| | - Chikako Funasaka
- Department of Medical Oncology, National Cancer Center Hospital East
- Department of Experimental Therapeutics, National Cancer Center Hospital East
| | - Chihiro Kondoh
- Department of Medical Oncology, National Cancer Center Hospital East
| | - Kenichi Harano
- Department of Medical Oncology, National Cancer Center Hospital East
- Department of Experimental Therapeutics, National Cancer Center Hospital East
| | - Nobuaki Matsubara
- Department of Medical Oncology, National Cancer Center Hospital East
| | - Yoichi Naito
- Department of Medical Oncology, National Cancer Center Hospital East
- Department of Experimental Therapeutics, National Cancer Center Hospital East
- Department of General Internal Medicine, National Cancer Center Hospital East
| | - Tetsuo Akimoto
- Department of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Toru Mukohara
- Department of Medical Oncology, National Cancer Center Hospital East
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6
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Jeon SH, Song C, Eom KY, Kim IA, Kim JS. Modulation of CD8 + T Cell Responses by Radiotherapy-Current Evidence and Rationale for Combination with Immune Checkpoint Inhibitors. Int J Mol Sci 2023; 24:16691. [PMID: 38069014 PMCID: PMC10706388 DOI: 10.3390/ijms242316691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 11/17/2023] [Accepted: 11/22/2023] [Indexed: 12/18/2023] Open
Abstract
Radiotherapy for cancer has been known to affect the responses of immune cells, especially those of CD8+ T cells that play a pivotal role in anti-tumor immunity. Clinical success of immune checkpoint inhibitors led to an increasing interest in the ability of radiation to modulate CD8+ T cell responses. Recent studies that carefully analyzed CD8+ T cell responses following radiotherapy suggest the beneficial roles of radiotherapy on anti-tumor immunity. In addition, numerous clinical trials to evaluate the efficacy of combining radiotherapy with immune checkpoint inhibitors are currently undergoing. In this review, we summarize the current status of knowledge regarding the changes in CD8+ T cells following radiotherapy from various preclinical and clinical studies. Furthermore, key biological mechanisms that underlie such modulation, including both direct and indirect effects, are described. Lastly, we discuss the current evidence and essential considerations for harnessing radiotherapy as a combination partner for immune checkpoint inhibitors.
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Affiliation(s)
| | | | | | | | - Jae-Sung Kim
- Department of Radiation Oncology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam 13620, Republic of Korea; (S.H.J.); (C.S.); (K.-Y.E.); (I.A.K.)
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7
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Karapetyan L, Iheagwara UK, Olson AC, Chmura SJ, Skinner HK, Luke JJ. Radiation dose, schedule, and novel systemic targets for radio-immunotherapy combinations. J Natl Cancer Inst 2023; 115:1278-1293. [PMID: 37348864 PMCID: PMC10637035 DOI: 10.1093/jnci/djad118] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/09/2023] [Accepted: 06/16/2023] [Indexed: 06/24/2023] Open
Abstract
Immunotherapy combinations are being investigated to expand the benefit of immune checkpoint blockade across many cancer types. Radiation combinations, in particular using stereotactic body radiotherapy, are of keen interest because of underlying mechanistic rationale, safety, and availability as a standard of care in certain cancers. In addition to direct tumor cytotoxicity, radiation therapy has immunomodulatory effects such as induction of immunogenic cell death, enhancement of antigen presentation, and expansion of the T-cell receptor repertoire as well as recruitment and increased activity of tumor-specific effector CD8+ cells. Combinations of radiation with cytokines and/or chemokines and anti-programmed death 1 and anticytotoxic T-lymphocyte antigen 4 therapies have demonstrated safety and feasibility, as well as the potential to improve long-term outcomes and possibly induce out of irradiated field or abscopal responses. Novel immunoradiotherapy combinations represent a promising therapeutic approach to overcome radioresistance and further enhance systemic immunotherapy. Potential benefits include reversing CD8+ T-cell exhaustion, inhibiting myeloid-derived suppressor cells, and reversing M2 macrophage polarization as well as decreasing levels of colony-stimulating factor-1 and transforming growth factor-β. Here, we discuss current data and mechanistic rationale for combining novel immunotherapy agents with radiation therapy.
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Affiliation(s)
- Lilit Karapetyan
- Department of Cutaneous Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Uzoma K Iheagwara
- Department of Medicine, University of Pittsburgh Medical Center and Hillman Cancer Center, Pittsburgh, PA, USA
- Department of Radiation Oncology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Adam C Olson
- Department of Medicine, University of Pittsburgh Medical Center and Hillman Cancer Center, Pittsburgh, PA, USA
- Department of Radiation Oncology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Steven J Chmura
- Department of Radiation Oncology, University of Chicago, Chicago, IL, USA
| | - Heath K Skinner
- Department of Medicine, University of Pittsburgh Medical Center and Hillman Cancer Center, Pittsburgh, PA, USA
- Department of Radiation Oncology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jason J Luke
- Department of Medicine, University of Pittsburgh Medical Center and Hillman Cancer Center, Pittsburgh, PA, USA
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
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8
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Nielsen S, Sitarz MK, Sinha PM, Folefac CA, Høyer M, Sørensen BS, Horsman MR. Using immunotherapy to enhance the response of a C3H mammary carcinoma to proton radiation. Acta Oncol 2023; 62:1581-1586. [PMID: 37498559 DOI: 10.1080/0284186x.2023.2238550] [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: 05/22/2023] [Accepted: 06/28/2023] [Indexed: 07/28/2023]
Abstract
BACKGROUND The benefit of combining immunotherapy with photon irradiation has been shown pre-clinically and clinically. This current pre-clinical study was designed to investigate the anti-tumour action of combining immunotherapy with protons. MATERIALS AND METHODS Male CDF1 mice, with a C3H mammary carcinoma inoculated on the right rear foot, were locally irradiated with single radiation doses when tumours reached 200mm3. Radiation was delivered with an 83-107MeV pencil scanning proton beam in the centre of a 3 cm spread out Bragg peak. Following irradiation (day 0), mice were injected intraperitoneal with anti-CTLA-4, anti-PD-1, or anti-PD-L1 (10 mg/kg) twice weekly for two weeks. Endpoints were tumour growth time (TGT3; time to reach 3 times treatment volume) or local tumour control (percent of mice showing tumour control at 90 days). A Student's T-test (tumour growth) or Chi-squared test (tumour control) were used for statistical analysis; significance levels of p < 0.05. RESULTS Untreated tumours had a mean (± 1 S.E.) TGT3 of 4.6 days (± 0.4). None of the checkpoint inhibitors changed this TGT3. A linear increase in TGT3 was seen with increasing radiation doses (5-20 Gy), reaching 17.2 days (± 0.7) with 20 Gy. Anti-CTLA-4 had no effect on radiation doses up to 15 Gy, but significantly enhanced 20 Gy; the TGT3 being 23.0 days (± 1.3). Higher radiation doses (35-60 Gy) were investigated using a tumour control assay. Logit analysis of the dose response curve, resulted in a TCD50 value (radiation dose causing 50% tumour control; with 95% confidence intervals) of 48 Gy (44-53) for radiation only. This significantly decreased to 43 Gy (38-49) when mice were treated with anti-CTLA-4. Neither anti-PD-1 nor anti-PD-L1 significantly affected tumour control. CONCLUSION Checkpoint inhibitors enhanced the response of this C3H mammary carcinoma to proton irradiation. However, this enhancement depended on the checkpoint inhibitor and radiation dose.
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Affiliation(s)
- Steffen Nielsen
- Experimental Clinical Oncology-Dept. Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Mateusz K Sitarz
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
| | - Priyanshu M Sinha
- Experimental Clinical Oncology-Dept. Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Charlemagne A Folefac
- Experimental Clinical Oncology-Dept. Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Morten Høyer
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
| | - Brita S Sørensen
- Experimental Clinical Oncology-Dept. Oncology, Aarhus University Hospital, Aarhus, Denmark
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
| | - Michael R Horsman
- Experimental Clinical Oncology-Dept. Oncology, Aarhus University Hospital, Aarhus, Denmark
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9
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Cheng S, Li B, Yu J, Wang L. Update of latest data for combined therapy for esophageal cancer using radiotherapy and immunotherapy: A focus on efficacy, safety, and biomarkers. Chin J Cancer Res 2023; 35:483-500. [PMID: 37969961 PMCID: PMC10643341 DOI: 10.21147/j.issn.1000-9604.2023.05.06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 10/13/2023] [Indexed: 11/17/2023] Open
Abstract
Esophageal cancer usually has a poor prognosis. Given the significant breakthrough with tumor immunotherapy, an increasing number of clinical studies have demonstrated that the combination of radiotherapy and immune checkpoint inhibitors (ICIs) may have a synergistic effect and good outcome in esophageal cancer. Clinical studies of immunoradiotherapy (iRT) for esophageal cancer have proliferated enormously from 2021 to the present. However, a summary of the efficacy and toxicity of combined therapy to guide esophageal cancer treatment in clinical practice is lacking. For this review, we integrate the latest data to analyze and assess the efficacy and safety of iRT for esophageal cancer. In addition, we discuss better predictive biomarkers, therapeutic options for specific populations, and other challenges to identify directions for future research design.
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Affiliation(s)
- Shuping Cheng
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong First Medical University, Jinan 250117, China
| | - Butuo Li
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong First Medical University, Jinan 250117, China
| | - Jinming Yu
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, China
- Research Unit of Radiation Oncology, Chinese Academy of Medical Sciences, Jinan 250117, China
| | - Linlin Wang
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250117, China
- Research Unit of Radiation Oncology, Chinese Academy of Medical Sciences, Jinan 250117, China
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10
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Shukla S, Saha T, Rama N, Acharya A, Le T, Bian F, Donovan J, Tan LA, Vatner R, Kalinichenko V, Mascia A, Perentesis JP, Kalin TV. Ultra-high dose-rate proton FLASH improves tumor control. Radiother Oncol 2023; 186:109741. [PMID: 37315577 PMCID: PMC10527231 DOI: 10.1016/j.radonc.2023.109741] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 06/04/2023] [Accepted: 06/05/2023] [Indexed: 06/16/2023]
Abstract
BACKGROUND AND PURPOSE Proton radiotherapy (PRT) offers potential benefits over other radiation modalities, including photon and electron radiotherapy. Increasing the rate at which proton radiation is delivered may provide a therapeutic advantage. Here, we compared the efficacy of conventional proton therapy (CONVpr) to ultrahigh dose-rate proton therapy, FLASHpr, in a mouse model of non-small cell lung cancers (NSCLC). MATERIALS AND METHODS Mice bearing orthotopic lung tumors received thoracic radiation therapy using CONVpr (<0.05 Gy/s) and FLASHpr (>60 Gy/s) dose rates. RESULTS Compared to CONVpr, FLASHpr was more effective in reducing tumor burden and decreasing tumor cell proliferation. Furthermore, FLASHpr was more efficient in increasing the infiltration of cytotoxic CD8+ T-lymphocytes inside the tumor while simultaneously reducing the percentage of immunosuppressive regulatory T-cells (Tregs) among T-lymphocytes. Also, compared to CONVpr, FLASHpr was more effective in decreasing pro-tumorigenic M2-like macrophages in lung tumors, while increasing infiltration of anti-tumor M1-like macrophages. Finally, FLASHpr treatment reduced expression of checkpoint inhibitors in lung tumors, indicating reduced immune tolerance. CONCLUSIONS Our results suggest that FLASH dose-rate proton delivery modulates the immune system to improve tumor control and might thus be a promising new alternative to conventional dose rates for NSCLC treatment.
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Affiliation(s)
- Samriddhi Shukla
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States
| | - Taniya Saha
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States
| | - Nihar Rama
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States
| | - Anusha Acharya
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States
| | - Tien Le
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States
| | - Fenghua Bian
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States
| | - Johnny Donovan
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States
| | - Lin Abigail Tan
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States
| | - Ralph Vatner
- Department of Radiation Oncology, University of Cincinnati College of Medicine, Cincinnati, OH, USA, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Vladimir Kalinichenko
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States; Neonatology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States; Center for Lung Regenerative Medicine, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States
| | - Anthony Mascia
- Department of Radiation Oncology, University of Cincinnati College of Medicine, Cincinnati, OH, USA, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - John P Perentesis
- Cincinnati Children's Hospital Medical Center, Division of Oncology, Division of Experimental Hematology, Division of Biomedical Informatics, Cincinnati, OH 45229, USA
| | - Tanya V Kalin
- Division of Pulmonary Biology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States; Neonatology, the Perinatal Institute of Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., Cincinnati, OH 45229, United States.
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11
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Hu Y, Paris S, Sahoo N, Bertolet G, Wang Q, Wang Q, Barsoumian HB, Da Silva J, Huang A, Doss DJ, Pollock DP, Hsu E, Selene N, Leyton CSK, Voss TA, Masrorpour F, Ganjoo S, Leuschner C, Pietz JT, Puebla-Osorio N, Gandhi S, Nguyen QN, Wang J, Cortez MA, Welsh JW. Nanoparticle-enhanced proton beam immunoradiotherapy drives immune activation and durable tumor rejection. JCI Insight 2023; 8:e167749. [PMID: 37345658 PMCID: PMC10371249 DOI: 10.1172/jci.insight.167749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 05/16/2023] [Indexed: 06/23/2023] Open
Abstract
The combination of radiation therapy (RT) and immunotherapy has emerged as a promising treatment option in oncology. Historically, x-ray radiation (XRT) has been the most commonly used form of RT. However, proton beam therapy (PBT) is gaining recognition as a viable alternative, as it has been shown to produce similar outcomes to XRT while minimizing off-target effects. The effects of PBT on the antitumor immune response have only just begun to be described, and to our knowledge no studies to date have examined the effect of PBT as part of a combinatorial immunoradiotherapeutic strategy. Here, using a 2-tumor model of lung cancer in mice, we show that PBT in tandem with an anti-PD1 antibody substantially reduced growth in both irradiated and unirradiated tumors. This was accompanied by robust activation of the immune response, as evidenced by whole-tumor and single-cell RNA sequencing showing upregulation of a multitude of immune-related transcripts. This response was further significantly enhanced by the injection of the tumor to be irradiated with NBTXR3 nanoparticles. Tumors of mice treated with the triple combination exhibited increased infiltration and activation of cytotoxic immune cells. This triple combination eradicated both tumors in 37.5% of the treated mice and showed robust long-term immunity to cancer.
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Affiliation(s)
- Yun Hu
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Sébastien Paris
- Department of Translational Science, Nanobiotix, Paris, France
| | | | - Genevieve Bertolet
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Qi Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Qianxia Wang
- Department of Radiation Physics, and
- Department of Physics and Astronomy, Rice University, Houston, Texas, USA
| | - Hampartsoum B Barsoumian
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jordan Da Silva
- Department of Translational Science, Nanobiotix, Paris, France
| | - Ailing Huang
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | | | | | - Ethan Hsu
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Nanez Selene
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Claudia S Kettlun Leyton
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Tiffany A Voss
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Fatemeh Masrorpour
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Shonik Ganjoo
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Carola Leuschner
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jordan T Pietz
- Department of Strategic Communication, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Nahum Puebla-Osorio
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Saumil Gandhi
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Quynh-Nhu Nguyen
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jing Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Maria Angelica Cortez
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - James W Welsh
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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12
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Yan S, Ngoma TA, Ngwa W, Bortfeld TR. Global democratisation of proton radiotherapy. Lancet Oncol 2023; 24:e245-e254. [PMID: 37269856 DOI: 10.1016/s1470-2045(23)00184-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 04/05/2023] [Accepted: 04/19/2023] [Indexed: 06/05/2023]
Abstract
Proton radiotherapy is an advanced treatment option compared with conventional x-ray treatment, delivering much lower doses of radiation to healthy tissues surrounding the tumour. However, proton therapy is currently not widely available. In this Review, we summarise the evolution of proton therapy to date, together with the benefits to patients and society. These developments have led to an exponential growth in the number of hospitals using proton radiotherapy worldwide. However, the gap between the number of patients who should be treated with proton radiotherapy and those who have access to it remains large. We summarise the ongoing research and development that is contributing to closing this gap, including the improvement of treatment efficiency and efficacy, and advances in fixed-beam treatments that do not require an enormously large, heavy, and costly gantry. The ultimate goal of decreasing the size of proton therapy machines to fit into standard treatment rooms appears to be within reach, and we discuss future research and development opportunities to achieve this goal.
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Affiliation(s)
- Susu Yan
- Division of Radiation Biophysics, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
| | - Twalib A Ngoma
- Department Clinical Oncology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Wilfred Ngwa
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Information and Sciences, ICT University, Yaoundé, Cameroon
| | - Thomas R Bortfeld
- Division of Radiation Biophysics, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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13
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Penninckx S, Thariat J, Mirjolet C. Radiation therapy-activated nanoparticle and immunotherapy: The next milestone in oncology? INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2023; 378:157-200. [PMID: 37438017 DOI: 10.1016/bs.ircmb.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/14/2023]
Abstract
Radiotherapy (RT) is a fundamental treatment at the locoregional or oligometastatic stages of cancer. In various tumors, RT effects may be optimized using synergistic combinations that enhance tumor response. Innovative strategies have been designed that explore the radiation mechanisms, at the physical, chemical and biological levels, to propose precision RT approaches. They consist in combining RT with immunotherapy to revert radiation immunosuppressive effects or to enhance radiation-induced immune defenses against the tumor to favor immunogenic cell death. Radiotherapy-activated nanoparticles are another innovation. By increasing radiation response in situ, nanoparticles improve tumor control locally, and can trigger systemic immune reactions that may be exploited to improve the systemic efficacy of RT. Strong clinical evidence of improved outcomes is now available for combinations of RT and immunotherapy on one hand and RT and nanoparticles on the other hand. The triple combination of RT, immunotherapy and nanoparticles is promising in terms of tolerance, local and systemic anti-tumor control. Yet, significant challenges remain to unravel the complexity of the multiscale mechanisms underlying response to this combination and their associated parameters. Such parameters include patient characteristics, tumor bulk and histology, radiation technique, energy, dose, fractionation, immunotherapy targets and predictive biomarkers, nanoparticle type, size, delivery (intratumoral/intravenous), distribution. The temporal combination is another critical parameter. The mechanisms of response of the combinatorial approaches are reviewed, with a focus on underlying mechanisms based on preclinical, translational and clinical studies. Opportunities for translation of current understanding into precision RT trials combined with immunotherapy and nanoparticles are also discussed.
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Affiliation(s)
- Sébastien Penninckx
- Medical Physics Department, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
| | - Juliette Thariat
- Laboratoire de physique Corpusculaire IN2P3/ENSICAEN/CNRS UMR 6534, Normandie Université Centre François Baclesse, Caen, France
| | - Céline Mirjolet
- Radiation Oncology Department, Preclinical Radiation Therapy and Radiobiology Unit, Centre Georges-François Leclerc, Unicancer, Dijon, France; TIReCS Team, UMR INSERM 1231, Dijon, France
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14
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Su C, Himes JE, Kirsch DG. Relationship between the tumor microenvironment and the efficacy of the combination of radiotherapy and immunotherapy. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2023; 378:201-232. [PMID: 37438018 DOI: 10.1016/bs.ircmb.2023.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/14/2023]
Abstract
Activating and recruiting the immune system is critical for successful cancer treatment. Since the discovery of immune checkpoint inhibitors, immunotherapy has become the standard of care for many types of cancers. However, many patients fail to respond to immunotherapy. Further research is needed to understand the mechanisms of resistance and adjuvant therapies that can help sensitize patients to immunotherapies. Here, we will discuss how radiotherapy can change the tumor microenvironment and work synergistically with immunotherapy. We will examine different pre-clinical models focusing on their limitations and their unique advantages in studying the efficacy of treatments and the tumor microenvironment. We will also describe emerging findings from clinical trials testing the combination of immunotherapy and radiotherapy.
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Affiliation(s)
- Chang Su
- Molecular Cancer Biology Program and Medical Scientist Training Program, Duke University School of Medicine, Durham, NC, United States
| | - Jonathon E Himes
- Molecular Cancer Biology Program and Medical Scientist Training Program, Duke University School of Medicine, Durham, NC, United States
| | - David G Kirsch
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC, United States; Department of Pharmacology & Cancer Biology, Duke University School of Medicine, Durham, NC, United States.
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15
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Mirjolet C, Baude J, Galluzzi L. Dual impact of radiation therapy on tumor-targeting immune responses. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2023; 378:xiii-xxiv. [PMID: 37438022 DOI: 10.1016/s1937-6448(23)00114-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/14/2023]
Affiliation(s)
- Céline Mirjolet
- Radiation Oncology Department, Preclinical Radiation Therapy and Radiobiology Unit, GF Leclerc Centre, Unicancer, Dijon, France; TIReCS Team, UMR INSERM 1231, Dijon, France.
| | - Jérémy Baude
- Radiation Oncology Department, Preclinical Radiation Therapy and Radiobiology Unit, GF Leclerc Centre, Unicancer, Dijon, France
| | - Lorenzo Galluzzi
- Department of Radiation Oncology, Weill Cornell Medical College, New York, NY, United States; Sandra and Edward Meyer Cancer Center, New York, NY, United States; Caryl and Israel Englander Institute for Precision Medicine, New York, NY, United States.
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16
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Helm A, Totis C, Durante M, Fournier C. Are charged particles a good match for combination with immunotherapy? Current knowledge and perspectives. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2023; 376:1-36. [PMID: 36997266 DOI: 10.1016/bs.ircmb.2023.01.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
Charged particle radiotherapy, mainly using protons and carbon ions, provides physical characteristics allowing for a volume conformal irradiation and a reduction of the integral dose to normal tissue. Carbon ion therapy additionally features an increased biological effectiveness resulting in peculiar molecular effects. Immunotherapy, mostly performed with immune checkpoint inhibitors, is nowadays considered a pillar in cancer therapy. Based on the advantageous features of charged particle radiotherapy, we review pre-clinical evidence revealing a strong potential of its combination with immunotherapy. We argue that the combination therapy deserves further investigation with the aim of translation in clinics, where a few studies have been set up already.
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Affiliation(s)
- A Helm
- Biophysics Department, GSI, Darmstadt, Germany
| | - C Totis
- Biophysics Department, GSI, Darmstadt, Germany
| | - M Durante
- Biophysics Department, GSI, Darmstadt, Germany.
| | - C Fournier
- Biophysics Department, GSI, Darmstadt, Germany
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17
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Photon- and Proton-Mediated Biological Effects: What Has Been Learned? LIFE (BASEL, SWITZERLAND) 2022; 13:life13010030. [PMID: 36675979 PMCID: PMC9866122 DOI: 10.3390/life13010030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 11/14/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022]
Abstract
The current understanding of the effects of radiation is gradually becoming broader. However, it still remains unclear why some patients respond to radiation with a pronounced positive response, while in some cases the disease progresses. This is the motivation for studying the effects of radiation therapy not only on tumor cells, but also on the tumor microenvironment, as well as studying the systemic effects of radiation. In this framework, we review the biological effects of two types of radiotherapy: photon and proton irradiations. Photon therapy is a commonly used type of radiation therapy due to its wide availability and long-term history, with understandable and predictable outcomes. Proton therapy is an emerging technology, already regarded as the method of choice for many cancers in adults and children, both dosimetrically and biologically. This review, written after the analysis of more than 100 relevant literary sources, describes the local effects of photon and proton therapy and shows the mechanisms of tumor cell damage, interaction with tumor microenvironment cells and effects on angiogenesis. After systematic analysis of the literature, we can conclude that proton therapy has potentially favorable toxicological profiles compared to photon irradiation, explained mainly by physical but also biological properties of protons. Despite the fact that radiobiological effects of protons and photons are generally similar, protons inflict reduced damage to healthy tissues surrounding the tumor and hence promote fewer adverse events, not only local, but also systemic.
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18
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Kiseleva V, Gordon K, Vishnyakova P, Gantsova E, Elchaninov A, Fatkhudinov T. Particle Therapy: Clinical Applications and Biological Effects. Life (Basel) 2022; 12:2071. [PMID: 36556436 PMCID: PMC9785772 DOI: 10.3390/life12122071] [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: 10/08/2022] [Revised: 12/01/2022] [Accepted: 12/06/2022] [Indexed: 12/13/2022] Open
Abstract
Particle therapy is a developing area of radiotherapy, mostly involving the use of protons, neutrons and carbon ions for cancer treatment. The reduction of side effects on healthy tissues in the peritumoral area is an important advantage of particle therapy. In this review, we analyze state-of-the-art particle therapy, as compared to conventional photon therapy, to identify clinical benefits and specify the mechanisms of action on tumor cells. Systematization of published data on particle therapy confirms its successful application in a wide range of cancers and reveals a variety of biological effects which manifest at the molecular level and produce the particle therapy-specific molecular signatures. Given the rapid progress in the field, the use of particle therapy holds great promise for the near future.
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Affiliation(s)
- Viktoriia Kiseleva
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Healthcare of Russian Federation, 117198 Moscow, Russia
| | - Konstantin Gordon
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 117198 Moscow, Russia
- A. Tsyb Medical Radiological Research Center, 249031 Obninsk, Russia
| | - Polina Vishnyakova
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Healthcare of Russian Federation, 117198 Moscow, Russia
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 117198 Moscow, Russia
| | - Elena Gantsova
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 117198 Moscow, Russia
| | - Andrey Elchaninov
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov of Ministry of Healthcare of Russian Federation, 117198 Moscow, Russia
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 117198 Moscow, Russia
- A.P. Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia
| | - Timur Fatkhudinov
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 117198 Moscow, Russia
- A.P. Avtsyn Research Institute of Human Morphology of Federal State Budgetary Scientific Institution “Petrovsky National Research Centre of Surgery”, 117418 Moscow, Russia
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19
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Hartmann L, Osen W, Eichmüller OL, Kordaß T, Furkel J, Dickes E, Reid C, Debus J, Brons S, Abdollahi A, Moustafa M, Rieken S, Eichmüller SB. Carbon ion irradiation plus CTLA4 blockade elicits therapeutic immune responses in a murine tumor model. Cancer Lett 2022; 550:215928. [DOI: 10.1016/j.canlet.2022.215928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/14/2022] [Accepted: 09/21/2022] [Indexed: 11/02/2022]
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20
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Radioresistance of Non-Small Cell Lung Cancers and Therapeutic Perspectives. Cancers (Basel) 2022; 14:cancers14122829. [PMID: 35740495 PMCID: PMC9221493 DOI: 10.3390/cancers14122829] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 06/02/2022] [Accepted: 06/04/2022] [Indexed: 12/24/2022] Open
Abstract
Survival in unresectable locally advanced stage non-small cell lung cancer (NSCLC) patients remains poor despite chemoradiotherapy. Recently, adjuvant immunotherapy improved survival for these patients but we are still far from curing most of the patients with only a 57% survival remaining at 3 years. This poor survival is due to the resistance to chemoradiotherapy, local relapses, and distant relapses. Several biological mechanisms have been found to be involved in the chemoradioresistance such as cancer stem cells, cancer mutation status, or the immune system. New drugs to overcome this radioresistance in NSCLCs have been investigated such as radiosensitizer treatments or immunotherapies. Different modalities of radiotherapy have also been investigated to improve efficacity such as dose escalation or proton irradiations. In this review, we focused on biological mechanisms such as the cancer stem cells, the cancer mutations, the antitumor immune response in the first part, then we explored some strategies to overcome this radioresistance in stage III NSCLCs with new drugs or radiotherapy modalities.
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21
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Gupta K, Jones JC, Farias VDA, Mackeyev Y, Singh PK, Quiñones-Hinojosa A, Krishnan S. Identification of Synergistic Drug Combinations to Target KRAS-Driven Chemoradioresistant Cancers Utilizing Tumoroid Models of Colorectal Adenocarcinoma and Recurrent Glioblastoma. Front Oncol 2022; 12:840241. [PMID: 35664781 PMCID: PMC9158132 DOI: 10.3389/fonc.2022.840241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 03/28/2022] [Indexed: 11/20/2022] Open
Abstract
Treatment resistance is observed in all advanced cancers. Colorectal cancer (CRC) presenting as colorectal adenocarcinoma (COAD) is the second leading cause of cancer deaths worldwide. Multimodality treatment includes surgery, chemotherapy, and targeted therapies with selective utilization of immunotherapy and radiation therapy. Despite the early success of anti-epidermal growth factor receptor (anti-EGFR) therapy, treatment resistance is common and often driven by mutations in APC, KRAS, RAF, and PI3K/mTOR and positive feedback between activated KRAS and WNT effectors. Challenges in the direct targeting of WNT regulators and KRAS have caused alternative actionable targets to gain recent attention. Utilizing an unbiased drug screen, we identified combinatorial targeting of DDR1/BCR-ABL signaling axis with small-molecule inhibitors of EGFR-ERBB2 to be potentially cytotoxic against multicellular spheroids obtained from WNT-activated and KRAS-mutant COAD lines (HCT116, DLD1, and SW480) independent of their KRAS mutation type. Based on the data-driven approach using available patient datasets (The Cancer Genome Atlas (TCGA)), we constructed transcriptomic correlations between gene DDR1, with an expression of genes for EGFR, ERBB2-4, mitogen-activated protein kinase (MAPK) pathway intermediates, BCR, and ABL and genes for cancer stem cell reactivation, cell polarity, and adhesion; we identified a positive association of DDR1 with EGFR, ERBB2, BRAF, SOX9, and VANGL2 in Pan-Cancer. The evaluation of the pathway network using the STRING database and Pathway Commons database revealed DDR1 protein to relay its signaling via adaptor proteins (SHC1, GRB2, and SOS1) and BCR axis to contribute to the KRAS-PI3K-AKT signaling cascade, which was confirmed by Western blotting. We further confirmed the cytotoxic potential of our lead combination involving EGFR/ERBB2 inhibitor (lapatinib) with DDR1/BCR-ABL inhibitor (nilotinib) in radioresistant spheroids of HCT116 (COAD) and, in an additional devastating primary cancer model, glioblastoma (GBM). GBMs overexpress DDR1 and share some common genomic features with COAD like EGFR amplification and WNT activation. Moreover, genetic alterations in genes like NF1 make GBMs have an intrinsically high KRAS activity. We show the combination of nilotinib plus lapatinib to exhibit more potent cytotoxic efficacy than either of the drugs administered alone in tumoroids of patient-derived recurrent GBMs. Collectively, our findings suggest that combinatorial targeting of DDR1/BCR-ABL with EGFR-ERBB2 signaling may offer a therapeutic strategy against stem-like KRAS-driven chemoradioresistant tumors of COAD and GBM, widening the window for its applications in mainstream cancer therapeutics.
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Affiliation(s)
- Kshama Gupta
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, United States
| | - Jeremy C Jones
- Department of Oncology, Mayo Clinic, Jacksonville, FL, United States
| | | | - Yuri Mackeyev
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States
| | - Pankaj K Singh
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States
| | - Alfredo Quiñones-Hinojosa
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, United States.,Department of Oncology, Mayo Clinic, Jacksonville, FL, United States.,Department of Neurosurgery, Mayo Clinic, Jacksonville, FL, United States.,Department of Neuroscience, Mayo Clinic, Jacksonville, FL, United States
| | - Sunil Krishnan
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States
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22
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Jiménez-Cortegana C, Galassi C, Klapp V, Gabrilovich DI, Galluzzi L. Myeloid-Derived Suppressor Cells and Radiotherapy. Cancer Immunol Res 2022; 10:545-557. [DOI: 10.1158/2326-6066.cir-21-1105] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 01/21/2022] [Accepted: 02/22/2022] [Indexed: 11/16/2022]
Abstract
Abstract
Myeloid-derived suppressor cells (MDSC) are a heterogeneous population of pathologically activated, mostly immature, myeloid cells that exert robust immunosuppressive functions. MDSCs expand during oncogenesis and have been linked to accelerated disease progression and resistance to treatment in both preclinical tumor models and patients with cancer. Thus, MDSCs stand out as promising targets for the development of novel immunotherapeutic regimens with superior efficacy. Here, we summarize accumulating preclinical and clinical evidence indicating that MDSCs also hamper the efficacy of radiotherapy (RT), as we critically discuss the potential of MDSC-targeting strategies as tools to achieve superior immunotherapeutic tumor control by RT in the clinic.
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Affiliation(s)
- Carlos Jiménez-Cortegana
- Department of Radiation Oncology, Weill Cornell Medical College, New York, New York
- Department of Medical Biochemistry, Molecular Biology and Immunology, Faculty of Medicine, University of Seville, Seville, Spain
| | - Claudia Galassi
- Department of Radiation Oncology, Weill Cornell Medical College, New York, New York
| | - Vanessa Klapp
- Department of Radiation Oncology, Weill Cornell Medical College, New York, New York
| | | | - Lorenzo Galluzzi
- Department of Radiation Oncology, Weill Cornell Medical College, New York, New York
- Sandra and Edward Meyer Cancer Center, New York, New York
- Caryl and Israel Englander Institute for Precision Medicine, New York, New York
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23
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Su CW, Hou MM, Huang PW, Chou YC, Huang BS, Tseng JH, Hsu CW, Chang TC, Lin SM, Lin CC. Proton beam radiotherapy combined with anti-PD1/PDL1 immune checkpoint inhibitors for advanced hepatocellular carcinoma. Am J Cancer Res 2022; 12:1606-1620. [PMID: 35530291 PMCID: PMC9077059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 03/23/2022] [Indexed: 06/14/2023] Open
Abstract
Anti-Programmed cell Death protein 1 (Anti-PD1) or Programmed Death-Ligand 1 (PDL1) immune checkpoint inhibitors provide treatment options for advanced HCC patients with low response rates. Combination therapy is becoming a major issue to improve the unmet need. Proton beam radiotherapy (PBT) could effectively control the local tumor with a low-risk injury to peripheral liver parenchyma. We retrospectively reviewed the patients who have received PBT combined with anti-PD1/PDL1 to evaluate the efficacy and safety of the advanced HCC patients. This study reviewed 29 advanced HCC patients who have received PBT and anti-PD1/PDL1 during 2016 and 2019. All were Child-Pugh A and performance status 0-1. Seventeen patients (58.6%) had extrahepatic spreading. Concurrent PBT started during anti-PD1/PDL1 with a median of 96.6 grays equivalent dose. The PBT field covered all tumors in 13 (44.8%) patients under curative intent. Other patients (55.2%) received palliative PBT that covered only the principal tumors. All patients have completed the concurrent PBT protocol. The median anti-PD1/PDL1 duration was 3.9 months. After a median follow-up of 13.2 months, the rates of 1-year PBT infield tumor control, 1-year outfield tumor control, and overall response were 90.5%, 90.9%, and 61.5%, and 70.8%, 69.2%, and 43.8%, respectively for curative-intent and palliative-control PBT. Complete response was found in 4 (30.8%) curative-intent and 1 (6.3%) palliative-control patients. The median overall progression-free survival was 27.2 months for curative-intent patients and 15.9 months for palliative-control patients. The overall survival was non-reached for both groups. The ALBI grade and Child-Pugh score change at 3-month and 6-month after PBT initiation were nonsignificant. No unexpected adverse event occurred except nine patients (31.0%) had treatment-related adverse events higher than or equal to Grade 3, including 2 (6.9%) had a radiation-induced liver injury. PBT combined with anti-PD1/PDL1 was safe without unexpected adverse events. The concurrent therapy could effectively treat advanced HCC through sustained local tumor necrosis and effective systemic tumor control for the patients who received curative-intent or palliative-control PBT combined with anti-PD1/PDL1.
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Affiliation(s)
- Chung-Wei Su
- Department of Gastroenterology and Hepatology, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
| | - Ming-Mo Hou
- Department of Oncology, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
| | - Pei-Wei Huang
- Department of Oncology, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
| | - Yung-Chih Chou
- Department of Radiation Oncology, Proton and Radiotherapy Center, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
| | - Bing-Shen Huang
- Department of Radiation Oncology, Proton and Radiotherapy Center, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
| | - Jeng-Hwei Tseng
- Department of Medical Imaging & Intervention, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
| | - Chao-Wei Hsu
- Department of Gastroenterology and Hepatology, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
| | - Tung-Chieh Chang
- Department of Radiation Oncology, Proton and Radiotherapy Center, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
| | - Shi-Ming Lin
- Department of Gastroenterology and Hepatology, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
| | - Chen-Chun Lin
- Department of Gastroenterology and Hepatology, Linkuo Chang Gung Memorial Hospital, Chang Gung UniversityTaiwan
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24
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Radiation-Induced Fibrotic Tumor Microenvironment Regulates Anti-Tumor Immune Response. Cancers (Basel) 2021; 13:cancers13205232. [PMID: 34680381 PMCID: PMC8533839 DOI: 10.3390/cancers13205232] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/11/2021] [Accepted: 10/12/2021] [Indexed: 01/04/2023] Open
Abstract
Simple Summary Radiation therapy can modulate anti-tumor immune responses. In this study, we investigated the relationship between the anti-tumor immune response and tumor fibrosis after X-ray or neutron radiation therapy. Neutron radiation therapy resulted in lesser fibrosis and greater anti-tumor immunity compared to X-ray irradiation. Radiation therapy-induced fibrotic changes within the tumor environment and tumor regrowth were suppressed by specifically deleting Trp53 in endothelial cells. In particular, the upregulation of PD-L1 expression after X-ray radiation therapy was significantly suppressed via EC-Trp53 deletion. Understanding the effects of different radiation therapy types on the tumor microenvironment provides strategies for enhancing the efficacy of combined radio- and immunotherapy. Abstract High linear energy transfer (LET) radiation, such as neutron radiation, is considered more effective for the treatment of cancer than low LET radiation, such as X-rays. We previously reported that X-ray irradiation induced endothelial-to-mesenchymal transition (EndMT) and profibrotic changes, which contributed to the radioresistance of tumors. However, this effect was attenuated in tumors of endothelial-specific Trp53-knockout mice. Herein, we report that compared to X-ray irradiation, neutron radiation therapy reduced collagen deposition and suppressed EndMT in tumors. In addition to the fewer fibrotic changes, more cluster of differentiation (CD8)-positive cytotoxic T cells were observed in neutron-irradiated regrowing tumors than in X-ray-irradiated tumors. Furthermore, lower programmed death-ligand 1 (PD-L1) expression was noted in the former. Endothelial-specific Trp53 deletion suppressed fibrotic changes within the tumor environment following both X-ray and neutron radiation therapy. In particular, the upregulation in PD-L1 expression after X-ray radiation therapy was significantly dampened. Our findings suggest that compared to low LET radiation therapy, high LET radiation therapy can efficiently suppress profibrotic changes and enhance the anti-tumor immune response, resulting in delayed tumor regrowth.
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Boustani J, Lecoester B, Baude J, Latour C, Adotevi O, Mirjolet C, Truc G. Anti-PD-1/Anti-PD-L1 Drugs and Radiation Therapy: Combinations and Optimization Strategies. Cancers (Basel) 2021; 13:cancers13194893. [PMID: 34638376 PMCID: PMC8508444 DOI: 10.3390/cancers13194893] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 09/24/2021] [Accepted: 09/27/2021] [Indexed: 12/11/2022] Open
Abstract
Simple Summary Although immune checkpoint blockade has yielded unprecedented and durable responses in cancer patients, the efficacy of this treatment remains limited. Radiation therapy can induce immunogenic cell death that contributes to the local efficacy of irradiation. However, radiation-induced systemic responses are scarce. Studies combining radiation with checkpoint inhibitors suggest a synergistic potential of this strategy. In this review, we focused on parameters that can be optimized to enhance the anti-tumor immune response that results from this association, in order to achieve data on dose, fractionation, target volume, lymph nodes sparing, radiation particles, and other immunomodulatory agents. These factors should be considered in future trials for better clinical outcomes. To this end, we discussed the main preclinical and clinical data available to optimize the efficacy of the treatment combination. Abstract Immune checkpoint inhibitors have been associated with long-term complete responses leading to improved overall survival in several cancer types. However, these novel immunotherapies are only effective in a small proportion of patients, and therapeutic resistance represents a major limitation in clinical practice. As with chemotherapy, there is substantial evidence that radiation therapy promotes anti-tumor immune responses that can enhance systemic responses to immune checkpoint inhibitors. In this review, we discuss the main preclinical and clinical evidence on strategies that can lead to an enhanced response to PD-1/PD-L1 blockade in combination with radiation therapy. We focused on central issues in optimizing radiation therapy, such as the optimal dose and fractionation for improving the therapeutic ratio, as well as the impact on immune and clinical responses of dose rate, target volume, lymph nodes irradiation, and type of radiation particle. We explored the addition of a third immunomodulatory agent to the combination such as other checkpoint inhibitors, chemotherapy, and treatment targeting the tumor microenvironment components. The strategies described in this review provide a lead for future clinical trials.
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Affiliation(s)
- Jihane Boustani
- Department of Radiation Oncology, Centre Georges François Leclerc, UNICANCER, 21079 Dijon, France; (J.B.); (J.B.); (C.L.); (G.T.)
- Department of Radiation Oncology, University Hospital of Besançon, 25000 Besançon, France
- INSERM, EFS BFC, UMR1098, RIGHT, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, University of Bourgogne Franche-Comté, 25000 Besançon, France; (B.L.); (O.A.)
| | - Benoît Lecoester
- INSERM, EFS BFC, UMR1098, RIGHT, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, University of Bourgogne Franche-Comté, 25000 Besançon, France; (B.L.); (O.A.)
| | - Jérémy Baude
- Department of Radiation Oncology, Centre Georges François Leclerc, UNICANCER, 21079 Dijon, France; (J.B.); (J.B.); (C.L.); (G.T.)
| | - Charlène Latour
- Department of Radiation Oncology, Centre Georges François Leclerc, UNICANCER, 21079 Dijon, France; (J.B.); (J.B.); (C.L.); (G.T.)
- INSERM UMR 1231, Cadir Team, 21000 Dijon, France
| | - Olivier Adotevi
- INSERM, EFS BFC, UMR1098, RIGHT, Interactions Greffon-Hôte-Tumeur/Ingénierie Cellulaire et Génique, University of Bourgogne Franche-Comté, 25000 Besançon, France; (B.L.); (O.A.)
- Department of Medical Oncology, University Hospital of Besançon, 25000 Besançon, France
| | - Céline Mirjolet
- Department of Radiation Oncology, Centre Georges François Leclerc, UNICANCER, 21079 Dijon, France; (J.B.); (J.B.); (C.L.); (G.T.)
- INSERM UMR 1231, Cadir Team, 21000 Dijon, France
- Correspondence:
| | - Gilles Truc
- Department of Radiation Oncology, Centre Georges François Leclerc, UNICANCER, 21079 Dijon, France; (J.B.); (J.B.); (C.L.); (G.T.)
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