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Shi Y, Zhao W, Ding Y, Ge X, Ju M. Research on the influence of radiotherapy-related genes on immune infiltration, immunotherapy response and prognosis in melanoma based on multi-omics. Front Immunol 2024; 15:1467098. [PMID: 39687627 PMCID: PMC11647020 DOI: 10.3389/fimmu.2024.1467098] [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: 07/19/2024] [Accepted: 11/14/2024] [Indexed: 12/18/2024] Open
Abstract
Background Skin cutaneous melanoma (SKCM) is a significant oncological challenge due to its aggressive nature and poor treatment outcomes. This study explores the comprehensive effects of radiotherapy (RT) in SKCM, focusing on cell signaling pathways, immune infiltration, immune gene correlations, immunotherapy response, and prognosis. Methods Using the Cancer Genome Atlas (TCGA) database, differentially expressed genes (DEGs) in SKCM patients undergoing RT were identified. A risk score model based on these DEGs was developed to assess the effects of RT-related genes on drug sensitivity, immune cell infiltration, immunotherapy response, and prognosis through multi-omics analysis. Human melanoma cells UACC62 and UACC257 were irradiated with 8 Gy gamma ray to establish an in vitro model, verifying the impact of radiotherapy on gene expression. Results The risk score demonstrated significant prognostic value and emerged as an independent prognostic factor. miRNA-mRNA and transcription factor regulatory networks underscored its clinical significance. Four key genes were identified: DUSP1, CXCL13, SLAMF7, and EVI2B. Analysis of single-cell and immunotherapy datasets indicated that these genes enhance immune response and immunotherapy efficacy in melanoma patients. PCR results confirmed that gamma rays increased the expression of these genes in human melanoma cells UACC62 and UACC257. Conclusion Using a multi-omics approach, we analyzed and validated the impact of RT on the immune landscape of melanoma patients. Our findings highlight the critical role of RT-related genes in predicting SKCM prognosis and guiding personalized therapy strategies, particularly in the context of immunotherapy. These contribute to understanding the role of radiotherapy combined with immunotherapy in melanoma.
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Affiliation(s)
- Yujing Shi
- Department of Oncology, Affiliated Jurong Hospital of Jiangsu University, Zhenjiang, ;China
| | - Wantong Zhao
- Department of Radiation Oncology, Affiliated Zhongshan Hospital of Dalian University, Dalian, ;China
| | - Yuanjian Ding
- Department of Radiation Oncology, Osaka University Graduate School of Medicine, Osaka, ;Japan
| | - Xiaolin Ge
- Department of Radiation Oncology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, ;China
| | - Mengyang Ju
- Department of Radiation Oncology, Osaka University Graduate School of Medicine, Osaka, ;Japan
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Liu Y, Jiang X, Wu Y, Yu H. Global research landscape and trends of cancer radiotherapy plus immunotherapy: A bibliometric analysis. Heliyon 2024; 10:e27103. [PMID: 38449655 PMCID: PMC10915415 DOI: 10.1016/j.heliyon.2024.e27103] [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: 09/03/2023] [Revised: 01/04/2024] [Accepted: 02/23/2024] [Indexed: 03/08/2024] Open
Abstract
The aim of this study was to present current research trends on the synergistic use of radiotherapy and immunotherapy (IRT) for cancer treatment. On March 1, 2023, we conducted a literature search for IRT papers using the Web of Science database. We extracted information and constructed two databases - the Core Database (CD) with 864 papers and Generalized Database (GD) with 6344 papers. A bibliometric analysis was performed to provide insights into the research landscape, to identify emerging trends and highly cited papers and journals in the field of IRT. The CD contained 864 papers that were collectively cited 31,818 times. Prominent journals in this area included the New England Journal of Medicine, Lancet Oncology, and the Journal of Clinical Oncology. Corresponding authors from the USA contributed the most publications. In recent years, lung cancer, melanoma, stereotactic radiotherapy, immune checkpoint inhibitors, and the tumor microenvironment emerged as hot research areas. This bibliometric analysis presented quantitative insights into research concerning IRT and proposed potential avenues for further exploration. Moreover, researchers can use our findings to select appropriate journals for publication or identify prospective collaborators. In summary, this bibliometric analysis provides a comprehensive overview of the historical progression and recent advancements in IRT research that may serve as inspiration for future investigations.
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Affiliation(s)
- Yanhao Liu
- School of Basic Medicine, Qingdao University, Qingdao, China
- Department of Oncology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, China
| | - Xu Jiang
- Department of Nuclear Medicine, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, China
| | - Yujuan Wu
- Department of Oncology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, China
| | - Haiming Yu
- Department of Oncology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, China
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Backlund E, Grozman V, Egyhazi Brage S, Lewensohn R, Lindberg K, Helgadottir H. Radiotherapy with or without immunotherapy in metastatic melanoma: efficacy and tolerability. Acta Oncol 2023; 62:1921-1930. [PMID: 37966921 DOI: 10.1080/0284186x.2023.2280766] [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: 09/01/2023] [Accepted: 11/03/2023] [Indexed: 11/17/2023]
Abstract
INTRODUCTION Radiotherapy (RT) is primarily considered as a palliative treatment in patients with metastatic melanoma. However, observations suggest that when RT is combined with immune checkpoint inhibitors (ICI), it can induce an immune response leading to an anti-tumoral effect also distant from the irradiated area - a phenomenon called 'abscopal effect'. The frequency and circumstances of abscopal effect among metastatic melanoma patients remains uncertain and further research is necessary. MATERIAL AND METHOD This retrospective study included all metastatic melanoma patients who received non-stereotactic RT in Stockholm, Sweden in 2015-2020. Patients were grouped depending on if RT was given at start of ICI (RT + ICI(start)), at ICI progression (RT + ICI(salvage)) or without ICI (RT(only)). Response rates in irradiated (RR(irradiated)) and overall response rates in non-irradiated (ORR(non-irradiated)) metastases were evaluated together with survival and toxicity in each cohort. RESULTS In the RT + ICI(start) (n = 47), RT + ICI(salvage) (n = 41) and RT(only) (n = 55) cohorts, RR(irradiated) was 70.7%, 67.5% and 43.1% (p = 0.018) while the ORR(non-irradiated) was 36.1%, 14.8% and 0.0% (p = 0.003), and the median overall survival was 18.2, 15.0 and 7.2 months, respectively (p = 0.014). Local response to RT was in all cohorts associated with longer survival (p < 0.001). The frequency of grade ≥3 immune-related adverse events was 17.0% and 19.5% in the RT + ICI(start) and RT + ICI(salvage) cohorts. No increased frequency of RT-related adverse events was seen in the RT + ICI cohorts, compared to the RT(only) cohort. CONCLUSION This retrospective study showed that melanoma patients receiving RT in combination with ICI had a superior antitumoral response in both irradiated and non-irradiated lesions as compared to patients receiving only RT. Additionally, a subgroup of patients receiving RT when progressing on ICI experienced tumor regression also in non-irradiated areas.
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Affiliation(s)
- Ellen Backlund
- Department of Oncology, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Vitali Grozman
- Department of Diagnostic Radiology, Karolinska University Hospital, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm
| | | | - Rolf Lewensohn
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Karin Lindberg
- Department of Oncology, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Hildur Helgadottir
- Department of Oncology, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
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Tracz JA, Donnelly BM, Ngu S, Vojnic M, Wernicke AG, D'Amico RS. The abscopal effect: inducing immunogenicity in the treatment of brain metastases secondary to lung cancer and melanoma. J Neurooncol 2023; 163:1-14. [PMID: 37086369 DOI: 10.1007/s11060-023-04312-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 04/11/2023] [Indexed: 04/23/2023]
Abstract
PURPOSE The phenomenon of radiation therapy (RT) causing regression of targeted lesions as well as lesions outside of the radiation field is known as the abscopal effect and is thought to be mediated by immunologic causes. This phenomena has been described following whole brain radiation (WBRT) and stereotactic radiosurgery (SRS) of brain metastasis (BM) in advanced melanoma and non-small-cell lung cancer (NSCLC). We systematically reviewed the available literature to identify which radiation modality and immunotherapy (IT) combination may elicit the abscopal effect, the optimal timing of RT and IT, and potential adverse effects inherent to the combination of RT and IT. METHODS Using PRISMA guidelines, a search of PubMed, Medline, and Web of Science was conducted to identify studies demonstrating the abscopal effect during treatment of NSCLC or melanoma with BM. RESULTS 598 cases of irradiated BM of melanoma or NSCLC in 18 studies met inclusion criteria. The most commonly administered ITs included PD-1 or CTLA-4 immune checkpoint inhibitors (ICI), with RT most commonly administered within 3 months of ICI. Synergy between ICI and RT was described in 16 studies including evidence of higher tumor response within and outside of the irradiated field. In the 12 papers (n = 232 patients) that reported objective response rate (ORR) in patients with BM treated with RT and concurrent systemic IT, the non-weighted mean ORR was 49.4%; in the 5 papers (n = 110 patients) that reported ORR for treatment with RT or IT alone, the non-weighted mean ORR was 27.8%. No studies found evidence of significantly increased toxicity in patients receiving RT and ICI. CONCLUSION The combination of RT and ICIs may enhance ICI efficacy and induce more durable responses via the abscopal effect in patients with brain metastases of melanoma or NSCLC.
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Affiliation(s)
- Jovanna A Tracz
- Department of Neurosurgery, Lenox Hill Hospital, New York, NY, 10075, USA
| | - Brianna M Donnelly
- Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, 11549, USA
| | - Sam Ngu
- Department of Hematology and Oncology, Lenox Hill Hospital, New York, NY, 10075, USA
| | - Morana Vojnic
- Department of Hematology and Oncology, Lenox Hill Hospital, New York, NY, 10075, USA
| | | | - Randy S D'Amico
- Department of Neurosurgery, Lenox Hill Hospital, New York, NY, 10075, USA.
- Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, 11549, USA.
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Liu Y, Ma W, Zhou P, Wen Q, Wen Q, Lu Y, Zhao L, Shi H, Dai J, Li J, Fu S. In situ administration of temperature-sensitive hydrogel composite loading paclitaxel microspheres and cisplatin for the treatment of melanoma. Biomed Pharmacother 2023; 160:114380. [PMID: 36774723 DOI: 10.1016/j.biopha.2023.114380] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 01/29/2023] [Accepted: 02/07/2023] [Indexed: 02/12/2023] Open
Abstract
Chemotherapy is one of the main therapeutic strategies for the treatment of malignant melanoma. Conventional chemotherapeutic agents often lack targeting abilities, and efficacy is hampered by their high toxic effects to normal tissues and rapid clearance from the circulation. In this study, porous paclitaxel (PTX)-loaded polylactide (PLA) microspheres (PPMSs) were prepared by a modified double-emulsion-solvent evaporation method. In addition, PPMSs and cisplatin (DDP) were co-embedded in a thermosensitive hydrogel to construct a dual-drug co-delivery hydrogel system (PPMSs/DDP@Gel) for in-situ chemotherapy to treat melanoma by means of an intra-tumoral injection. The system allows for the sustained release of two drugs and exhibits good temperature-sensitive properties. In vitro antitumor activity showed that this hydrogel composite can induce B16 cell apoptosis and inhibit its migration. In vivo, anti-tumor studies have shown that the PPMSs/DDP@Gel significantly inhibited tumor growth, prolonged the survival of tumor-bearing mice, and had no obvious toxic side effects on major organs. Furthermore, immunohistochemical analysis revealed that PPMSs/DDP@Gel significantly inhibited tumor cell proliferation and promoted apoptosis of tumor cells. Taken together, the injectable temperature-sensitive PPMSs/DDP@Gel is a promising candidate for the local treatment of melanoma.
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Affiliation(s)
- Yanlin Liu
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China
| | - Wenqiong Ma
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China
| | - Ping Zhou
- Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China
| | - Qian Wen
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China
| | - Qinglian Wen
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China
| | - Yun Lu
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China
| | - Ling Zhao
- Luzhou Key Laboratory of Traditional Chinese Medicine for Chronic Diseases Jointly Built by Sichuan and Chongqing, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou 646000, PR China; Central Nervous System Drug Key Laboratory of Sichuan Province, Southwest Medical University, Luzhou 646000, PR China
| | - Huan Shi
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China
| | - Jie Dai
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China
| | - Jianmei Li
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China
| | - Shaozhi Fu
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, PR China.
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