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Wang L, Lynch C, Pitroda SP, Piffkó A, Yang K, Huser AK, Liang HL, Weichselbaum RR. Radiotherapy and immunology. J Exp Med 2024; 221:e20232101. [PMID: 38771260 PMCID: PMC11110906 DOI: 10.1084/jem.20232101] [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: 02/29/2024] [Revised: 04/29/2024] [Accepted: 05/06/2024] [Indexed: 05/22/2024] Open
Abstract
The majority of cancer patients receive radiotherapy during the course of treatment, delivered with curative intent for local tumor control or as part of a multimodality regimen aimed at eliminating distant metastasis. A major focus of research has been DNA damage; however, in the past two decades, emphasis has shifted to the important role the immune system plays in radiotherapy-induced anti-tumor effects. Radiotherapy reprograms the tumor microenvironment, triggering DNA and RNA sensing cascades that activate innate immunity and ultimately enhance adaptive immunity. In opposition, radiotherapy also induces suppression of anti-tumor immunity, including recruitment of regulatory T cells, myeloid-derived suppressor cells, and suppressive macrophages. The balance of pro- and anti-tumor immunity is regulated in part by radiotherapy-induced chemokines and cytokines. Microbiota can also influence radiotherapy outcomes and is under clinical investigation. Blockade of the PD-1/PD-L1 axis and CTLA-4 has been extensively investigated in combination with radiotherapy; we include a review of clinical trials involving inhibition of these immune checkpoints and radiotherapy.
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Affiliation(s)
- Liangliang Wang
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
- Ludwig Center for Metastasis Research, University of Chicago, Chicago, IL, USA
| | - Connor Lynch
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
- Ludwig Center for Metastasis Research, University of Chicago, Chicago, IL, USA
| | - Sean P. Pitroda
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
- Ludwig Center for Metastasis Research, University of Chicago, Chicago, IL, USA
| | - András Piffkó
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
- Ludwig Center for Metastasis Research, University of Chicago, Chicago, IL, USA
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kaiting Yang
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
- Ludwig Center for Metastasis Research, University of Chicago, Chicago, IL, USA
| | - Amy K. Huser
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
| | - Hua Laura Liang
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
- Ludwig Center for Metastasis Research, University of Chicago, Chicago, IL, USA
| | - Ralph R. Weichselbaum
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
- Ludwig Center for Metastasis Research, University of Chicago, Chicago, IL, USA
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Li S, Xu S, Li L, Xue Z, He L. Efficacy and safety of EGFR-TKI combined with WBRT vs. WBRT alone in the treatment of brain metastases from NSCLC: a systematic review and meta-analysis. Front Neurol 2024; 15:1362061. [PMID: 38737351 PMCID: PMC11085739 DOI: 10.3389/fneur.2024.1362061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 04/04/2024] [Indexed: 05/14/2024] Open
Abstract
Background The efficacy and safety of combining epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) with whole-brain radiotherapy (WBRT) for treating brain metastases in non-small cell lung cancer patients remains to be determined. Methods A systematic search was conducted using databases including PubMed, Embase, Web of Science, Cochrane, Wanfang, and China National Knowledge Infrastructure (CNKI), aiming to identify relevant clinical studies on the treatment of brain metastases originating from non-small cell lung cancer through the combination of EGFR-TKI and WBRT. Statistical analysis was performed utilizing Stata 17.0 software, covering clinical studies published until March 1, 2023. Results This analysis incorporated 23 randomized controlled trials (RCTs), involving a total of 2,025 patients. Of these, 1,011 were allocated to the group receiving both EGFR-TKI and WBRT, while 1,014 were assigned to the WBRT alone group. The findings reveal that the combination of EGFR-TKI and WBRT significantly improves the intracranial objective remission rate (RR = 1.57, 95% CI: 1.42-1.74, p < 0.001), increases the intracranial disease control rate (RR = 1.30, 95% CI: 1.23-1.37, p < 0.001), and enhances the 1-year survival rate (RR = 1.48, 95% CI: 1.26-1.73, p < 0.001). Additionally, this combined treatment was associated with a significant survival advantage (RR = 1.48, 95% CI: 1.26-1.73, p < 0.001) and a reduced incidence of adverse effects (RR = 0.65, 95% CI: 0.51-0.83, p < 0.001), particularly with respect to nausea and vomiting (RR = 0.54, 95% CI: 0.37-0.81, p = 0.002) and myelosuppression (RR = 0.59, 95% CI: 0.40-0.87, p = 0.008). However, no statistically significant differences were observed for diarrhea (RR = 1.15, 95% CI: 0.82-1.62, p = 0.418), and skin rash (RR = 1.35, 95% CI: 0.88-2.07, p = 0.164). Conclusion In contrast to WBRT alone, the combination of EGFR-TKI and WBRT significantly improves intracranial response, enhancing the objective response rate, disease control rate, and 1-year survival rate in NSCLC patients with brain metastases. Moreover, aside from mild cases of rash and diarrhea, there is no statistically significant increase in the incidence of additional adverse effects. Based on the comprehensive evidence collected, the use of third-generation EGFR-TKI combined with WBRT is recommended as the preferred treatment for NSCLC patients with brain metastases, offering superior management of metastatic brain lesions. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/#, CRD42023415566.
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Affiliation(s)
- Shuai Li
- Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Shumei Xu
- Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Luwei Li
- Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Zhihong Xue
- Cancer Prevention and Treatment Institute of Chengdu, Department of Oncology, Chengdu Fifth People’s Hospital (The Second Clinical Medical College), Affiliated Fifth People’s Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Lang He
- Cancer Prevention and Treatment Institute of Chengdu, Department of Oncology, Chengdu Fifth People’s Hospital (The Second Clinical Medical College), Affiliated Fifth People’s Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
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Horne A, Harada K, Brown KD, Chua KLM, McDonald F, Price G, Putora PM, Rothwell DG, Faivre-Finn C. Treatment Response Biomarkers: Working Toward Personalized Radiotherapy for Lung Cancer. J Thorac Oncol 2024:S1556-0864(24)00164-3. [PMID: 38615939 DOI: 10.1016/j.jtho.2024.04.006] [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: 02/01/2024] [Revised: 04/05/2024] [Accepted: 04/09/2024] [Indexed: 04/16/2024]
Abstract
Owing to major advances in the field of radiation oncology, patients with lung cancer can now receive technically individualized radiotherapy treatments. Nevertheless, in the era of precision oncology, radiotherapy-based treatment selection needs to be improved as many patients do not benefit or are not offered optimum therapies. Cost-effective robust biomarkers can address this knowledge gap and lead to individuals being offered more bespoke treatments leading to improved outcome. This narrative review discusses some of the current achievements and challenges in the realization of personalized radiotherapy delivery in patients with lung cancer.
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Affiliation(s)
- Ashley Horne
- Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom; Department of Radiation Oncology, The Christie NHS Foundation Trust, Manchester, United Kingdom.
| | - Ken Harada
- Department of Radiation Oncology, Showa University Northern Yokohama Hospital, Tsuzuki-ku, Yokohama, Kanagawa, Japan
| | - Katherine D Brown
- Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom; Department of Research and Innovation, The Christie Hospital NHS Foundation Trust, Manchester, United Kingdom
| | - Kevin Lee Min Chua
- Division of Radiation Oncology, National Cancer Centre Singapore, Singapore
| | | | - Gareth Price
- Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom
| | - Paul Martin Putora
- Department of Radiation Oncology, Kantonsspital St. Gallen, St. Gallen, Switzerland; Department of Radiation Oncology, Inselspital, University of Bern, Bern, Switzerland
| | - Dominic G Rothwell
- CR-UK National Biomarker Centre, University of Manchester, Manchester, United Kingdom
| | - Corinne Faivre-Finn
- Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom; Department of Radiation Oncology, The Christie NHS Foundation Trust, Manchester, United Kingdom
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Parvaresh H, Roozitalab G, Golandam F, Behzadi P, Jabbarzadeh Kaboli P. Unraveling the Potential of ALK-Targeted Therapies in Non-Small Cell Lung Cancer: Comprehensive Insights and Future Directions. Biomedicines 2024; 12:297. [PMID: 38397899 PMCID: PMC10887432 DOI: 10.3390/biomedicines12020297] [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: 01/06/2024] [Revised: 01/23/2024] [Accepted: 01/25/2024] [Indexed: 02/25/2024] Open
Abstract
Background and Objective: This review comprehensively explores the intricate landscape of anaplastic lymphoma kinase (ALK), focusing specifically on its pivotal role in non-small cell lung cancer (NSCLC). Tracing ALK's discovery, from its fusion with nucleolar phosphoprotein (NPM)-1 in anaplastic large cell non-Hodgkin's lymphoma (ALCL) in 1994, the review elucidates the subsequent impact of ALK gene alterations in various malignancies, including inflammatory myofibroblastoma and NSCLC. Approximately 3-5% of NSCLC patients exhibit complex ALK rearrangements, leading to the approval of six ALK-tyrosine kinase inhibitors (TKIs) by 2022, revolutionizing the treatment landscape for advanced metastatic ALK + NSCLC. Notably, second-generation TKIs such as alectinib, ceritinib, and brigatinib have emerged to address resistance issues initially associated with the pioneer ALK-TKI, crizotinib. Methods: To ensure comprehensiveness, we extensively reviewed clinical trials on ALK inhibitors for NSCLC by 2023. Additionally, we systematically searched PubMed, prioritizing studies where the terms "ALK" AND "non-small cell lung cancer" AND/OR "NSCLC" featured prominently in the titles. This approach aimed to encompass a spectrum of relevant research studies, ensuring our review incorporates the latest and most pertinent information on innovative and alternative therapeutics for ALK + NSCLC. Key Content and Findings: Beyond exploring the intricate details of ALK structure and signaling, the review explores the convergence of ALK-targeted therapy and immunotherapy, investigating the potential of immune checkpoint inhibitors in ALK-altered NSCLC tumors. Despite encouraging preclinical data, challenges observed in trials assessing combinations such as nivolumab-crizotinib, mainly due to severe hepatic toxicity, emphasize the necessity for cautious exploration of these novel approaches. Additionally, the review explores innovative directions such as ALK molecular diagnostics, ALK vaccines, and biosensors, shedding light on their promising potential within ALK-driven cancers. Conclusions: This comprehensive analysis covers molecular mechanisms, therapeutic strategies, and immune interactions associated with ALK-rearranged NSCLC. As a pivotal resource, the review guides future research and therapeutic interventions in ALK-targeted therapy for NSCLC.
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Affiliation(s)
- Hannaneh Parvaresh
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad 9177948974, Iran
- Division of Cancer Discovery Network, Dr. Parham Academy, Taichung 40602, Taiwan; (G.R.)
| | - Ghazaal Roozitalab
- Division of Cancer Discovery Network, Dr. Parham Academy, Taichung 40602, Taiwan; (G.R.)
- Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa 7461686688, Iran
| | - Fatemeh Golandam
- Division of Cancer Discovery Network, Dr. Parham Academy, Taichung 40602, Taiwan; (G.R.)
- Department of Pharmacy, Mashhad University of Medical Science, Mashhad 9177948974, Iran
| | - Payam Behzadi
- Department of Microbiology, Shahr-e-Qods Branch, Islamic Azad University, Tehran 37541-374, Iran;
| | - Parham Jabbarzadeh Kaboli
- Division of Cancer Discovery Network, Dr. Parham Academy, Taichung 40602, Taiwan; (G.R.)
- Graduate Institute of Biomedical Sciences, Institute of Biochemistry and Molecular Biology, China Medical University, Taichung 407, Taiwan
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Viktorsson K, Rieckmann T, Fleischmann M, Diefenhardt M, Hehlgans S, Rödel F. Advances in molecular targeted therapies to increase efficacy of (chemo)radiation therapy. Strahlenther Onkol 2023; 199:1091-1109. [PMID: 37041372 PMCID: PMC10673805 DOI: 10.1007/s00066-023-02064-y] [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: 12/30/2022] [Accepted: 02/19/2023] [Indexed: 04/13/2023]
Abstract
Recent advances in understanding the tumor's biology in line with a constantly growing number of innovative technologies have prompted characterization of patients' individual malignancies and may display a prerequisite to treat cancer at its patient individual tumor vulnerability. In recent decades, radiation- induced signaling and tumor promoting local events for radiation sensitization were explored in detail, resulting the development of novel molecular targets. A multitude of pharmacological, genetic, and immunological principles, including small molecule- and antibody-based targeted strategies, have been developed that are suitable for combined concepts with radiation (RT) or chemoradiation therapy (CRT). Despite a plethora of promising experimental and preclinical findings, however, so far, only a very limited number of clinical trials have demonstrated a better outcome and/or patient benefit when RT or CRT are combined with targeted agents. The current review aims to summarize recent progress in molecular therapies targeting oncogenic drivers, DNA damage and cell cycle response, apoptosis signaling pathways, cell adhesion molecules, hypoxia, and the tumor microenvironment to impact therapy refractoriness and to boost radiation response. In addition, we will discuss recent advances in nanotechnology, e.g., RNA technologies and protein-degrading proteolysis-targeting chimeras (PROTACs) that may open new and innovative ways to benefit from molecular-targeted therapy approaches with improved efficacy.
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Affiliation(s)
- Kristina Viktorsson
- Department of Oncology/Pathology, Karolinska Institutet, Visionsgatan 4, 17164, Solna, Sweden
| | - Thorsten Rieckmann
- Department of Radiation Oncology, University Medical Center Hamburg Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
- Department of Otolaryngology, University Medical Center Hamburg Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Maximilian Fleischmann
- Department of Radiotherapy and Oncology, Goethe University, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Germany
- Frankfurt Cancer Institute (FCI), University of Frankfurt, Theodor-Stern-Kai 7, 60590, Frankfurt, Germany
| | - Markus Diefenhardt
- Department of Radiotherapy and Oncology, Goethe University, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Germany
- Frankfurt Cancer Institute (FCI), University of Frankfurt, Theodor-Stern-Kai 7, 60590, Frankfurt, Germany
| | - Stephanie Hehlgans
- Department of Radiotherapy and Oncology, Goethe University, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Germany
| | - Franz Rödel
- Department of Radiotherapy and Oncology, Goethe University, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Germany.
- Frankfurt Cancer Institute (FCI), University of Frankfurt, Theodor-Stern-Kai 7, 60590, Frankfurt, Germany.
- German Cancer Consortium (DKTK) partner site: Frankfurt, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.
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Flaadt T, Ebinger M, Schreiber M, Ladenstein RL, Simon T, Lode HN, Hero B, Schuhmann MU, Schäfer J, Paulsen F, Timmermann B, Eggert A, Lang P. Multimodal Therapy with Consolidating Haploidentical Stem Cell Transplantation and Dinutuximab Beta for Patients with High-Risk Neuroblastoma and Central Nervous System Relapse. J Clin Med 2023; 12:6196. [PMID: 37834840 PMCID: PMC10573405 DOI: 10.3390/jcm12196196] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 09/15/2023] [Accepted: 09/18/2023] [Indexed: 10/15/2023] Open
Abstract
Despite highly intensive multimodality treatment regimens, the prognosis of patients with high-risk neuroblastoma (HRNB) and central nervous system (CNS) relapse remains poor. We retrospectively reviewed data from 13 patients with HRNB and CNS relapse who received multimodal therapy with consolidating haploidentical stem cell transplantation (haplo-SCT) followed by dinutuximab beta ± subcutaneous interleukin-2 (scIL-2). Following individual relapse treatment, patients aged 1-21 years underwent haplo-SCT with T/B-cell-depleted grafts followed by dinutuximab beta 20 mg/m2/day × 5 days for 5-6 cycles. If a response was demonstrated after cycle 5 or 6, patients received up to nine treatment cycles. After haplo-SCT, eight patients had a complete response, four had a partial response, and one had a stable disease. All 13 patients received ≥3 cycles of immunotherapy. At the end of the follow-up, 9/13 patients (66.7%) demonstrated complete response. As of July 2023, all nine patients remain disease-free, with a median follow-up time of 5.1 years since relapse. Estimated 5-year event-free and overall survival rates were 55.5% and 65.27%, respectively. Dinutuximab beta ± scIL-2 following haplo-SCT is a promising treatment option with a generally well-tolerated safety profile for patients with HRNB and CNS relapse.
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Affiliation(s)
- Tim Flaadt
- Department of Hematology and Oncology, University Children’s Hospital, Eberhard Karls University Tuebingen, 72076 Tuebingen, Germany; (M.E.); (M.S.); (P.L.)
| | - Martin Ebinger
- Department of Hematology and Oncology, University Children’s Hospital, Eberhard Karls University Tuebingen, 72076 Tuebingen, Germany; (M.E.); (M.S.); (P.L.)
| | - Malin Schreiber
- Department of Hematology and Oncology, University Children’s Hospital, Eberhard Karls University Tuebingen, 72076 Tuebingen, Germany; (M.E.); (M.S.); (P.L.)
| | - Ruth L. Ladenstein
- Department of Pediatrics, St Anna Children’s Hospital, Medical University, 1090 Vienna, Austria;
- Studies and Statistics of Integrated Research and Projects, Children’s Cancer Research Institute, 1090 Vienna, Austria
| | - Thorsten Simon
- Department of Pediatric Oncology and Hematology, University Hospital, University of Cologne, 50937 Köln, Germany; (T.S.); (B.H.)
| | - Holger N. Lode
- Department of Pediatric Hematology and Oncology, University Medicine Greifswald, 17489 Greifswald, Germany;
| | - Barbara Hero
- Department of Pediatric Oncology and Hematology, University Hospital, University of Cologne, 50937 Köln, Germany; (T.S.); (B.H.)
| | - Martin U. Schuhmann
- Section of Pediatric Neurosurgery, Department of Neurosurgery, University Hospital of Tuebingen, 72076 Tuebingen, Germany;
| | - Jürgen Schäfer
- Department for Diagnostic and Interventional Radiology, University Hospital, Eberhard Karls University Tuebingen, 72076 Tuebingen, Germany;
| | - Frank Paulsen
- Department of Radiation Oncology, University Hospital Tuebingen, Eberhard Karls University Tuebingen, 72076 Tuebingen, Germany;
| | - Beate Timmermann
- Department of Particle Therapy, University Hospital Essen, West German Proton Therapy Centre Essen (WPE), West German Cancer Center (WTZ), German Cancer Consortium (DKTK), 45147 Essen, Germany;
| | - Angelika Eggert
- Department of Pediatric Oncology/Hematology, Charité-Universitaetsmedizin Berlin, 13353 Berlin, Germany;
| | - Peter Lang
- Department of Hematology and Oncology, University Children’s Hospital, Eberhard Karls University Tuebingen, 72076 Tuebingen, Germany; (M.E.); (M.S.); (P.L.)
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Park SS, Kwon MR, Ju EJ, Shin SH, Park J, Ko EJ, Son GW, Lee HW, Kim YJ, Moon GJ, Park Y, Song SY, Jeong S, Choi EK. Targeting phosphomevalonate kinase enhances radiosensitivity via ubiquitination of the replication protein A1 in lung cancer cells. Cancer Sci 2023; 114:3583-3594. [PMID: 37650703 PMCID: PMC10475767 DOI: 10.1111/cas.15896] [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: 02/16/2023] [Revised: 06/08/2023] [Accepted: 06/14/2023] [Indexed: 09/01/2023] Open
Abstract
Radiotherapy (RT) plays an important role in localized lung cancer treatments. Although RT locally targets and controls malignant lesions, RT resistance prevents RT from being an effective treatment for lung cancer. In this study, we identified phosphomevalonate kinase (PMVK) as a novel radiosensitizing target and explored its underlying mechanism. We found that cell viability and survival fraction after RT were significantly decreased by PMVK knockdown in lung cancer cell lines. RT increased apoptosis, DNA damage, and G2/M phase arrest after PMVK knockdown. Also, after PMVK knockdown, radiosensitivity was increased by inhibiting the DNA repair pathway, homologous recombination, via downregulation of replication protein A1 (RPA1). RPA1 downregulation was induced through the ubiquitin-proteasome system. Moreover, a stable shRNA PMVK mouse xenograft model verified the radiosensitizing effects of PMVK in vivo. Furthermore, PMVK expression was increased in lung cancer tissues and significantly correlated with patient survival and recurrence. Our results demonstrate that PMVK knockdown enhances radiosensitivity through an impaired HR repair pathway by RPA1 ubiquitination in lung cancer, suggesting that PMVK knockdown may offer an effective therapeutic strategy to improve the therapeutic efficacy of RT.
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Affiliation(s)
- Seok Soon Park
- ASAN Medical Center, Asan Institute for Life SciencesSeoulKorea
- Asan Preclinical Evaluation Center for Cancer Therapeutix, ASAN Medical CenterSeoulKorea
| | - Mi Ri Kwon
- ASAN Medical Center, Asan Institute for Life SciencesSeoulKorea
- Department of Medical Science, Asan Medical Center, Asan Medical Institute of Convergence Science and TechnologyUniversity of Ulsan College of MedicineSeoulKorea
| | - Eun Jin Ju
- ASAN Medical Center, Asan Institute for Life SciencesSeoulKorea
- Asan Preclinical Evaluation Center for Cancer Therapeutix, ASAN Medical CenterSeoulKorea
| | - Seol Hwa Shin
- ASAN Medical Center, Asan Institute for Life SciencesSeoulKorea
- Asan Preclinical Evaluation Center for Cancer Therapeutix, ASAN Medical CenterSeoulKorea
| | - Jin Park
- ASAN Medical Center, Asan Institute for Life SciencesSeoulKorea
- Asan Preclinical Evaluation Center for Cancer Therapeutix, ASAN Medical CenterSeoulKorea
| | - Eun Jung Ko
- ASAN Medical Center, Asan Institute for Life SciencesSeoulKorea
- Asan Preclinical Evaluation Center for Cancer Therapeutix, ASAN Medical CenterSeoulKorea
| | - Ga Won Son
- ASAN Medical Center, Asan Institute for Life SciencesSeoulKorea
- Department of Medical Science, Asan Medical Center, Asan Medical Institute of Convergence Science and TechnologyUniversity of Ulsan College of MedicineSeoulKorea
| | - Hye Won Lee
- ASAN Medical Center, Asan Institute for Life SciencesSeoulKorea
- Department of Medical Science, Asan Medical Center, Asan Medical Institute of Convergence Science and TechnologyUniversity of Ulsan College of MedicineSeoulKorea
| | - Yeon Joo Kim
- Department of Radiation Oncology, ASAN Medical CenterUniversity of Ulsan College of MedicineSeoulKorea
| | - Gyeong Joon Moon
- Department of Convergence Medicine, ASAN Medical CenterUniversity of Ulsan College of MedicineSeoulKorea
- Center for Cell Therapy, ASAN Medical CenterSeoulKorea
| | - Yun‐Yong Park
- Department of Life ScienceChung‐Ang UniversitySeoulKorea
| | - Si Yeol Song
- Asan Preclinical Evaluation Center for Cancer Therapeutix, ASAN Medical CenterSeoulKorea
- Department of Radiation Oncology, ASAN Medical CenterUniversity of Ulsan College of MedicineSeoulKorea
| | - Seong‐Yun Jeong
- ASAN Medical Center, Asan Institute for Life SciencesSeoulKorea
- Asan Preclinical Evaluation Center for Cancer Therapeutix, ASAN Medical CenterSeoulKorea
- Department of Convergence Medicine, ASAN Medical CenterUniversity of Ulsan College of MedicineSeoulKorea
| | - Eun Kyung Choi
- Asan Preclinical Evaluation Center for Cancer Therapeutix, ASAN Medical CenterSeoulKorea
- Department of Radiation Oncology, ASAN Medical CenterUniversity of Ulsan College of MedicineSeoulKorea
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Núñez-Benjumea FJ, González-García S, Moreno-Conde A, Riquelme-Santos JC, López-Guerra JL. Benchmarking machine learning approaches to predict radiation-induced toxicities in lung cancer patients. Clin Transl Radiat Oncol 2023; 41:100640. [PMID: 37251617 PMCID: PMC10213176 DOI: 10.1016/j.ctro.2023.100640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 05/09/2023] [Indexed: 05/31/2023] Open
Abstract
Background and purpose Radiation-induced toxicities are common adverse events in lung cancer (LC) patients undergoing radiotherapy (RT). An accurate prediction of these adverse events might facilitate an informed and shared decision-making process between patient and radiation oncologist with a clearer view of life-balance implications in treatment choices. This work provides a benchmark of machine learning (ML) approaches to predict radiation-induced toxicities in LC patients built upon a real-world health dataset based on a generalizable methodology for their implementation and external validation. Materials and Methods Ten feature selection (FS) methods were combined with five ML-based classifiers to predict six RT-induced toxicities (acute esophagitis, acute cough, acute dyspnea, acute pneumonitis, chronic dyspnea, and chronic pneumonitis). A real-world health dataset (RWHD) built from 875 consecutive LC patients was used to train and validate the resulting 300 predictive models. Internal and external accuracy was calculated in terms of AUC per clinical endpoint, FS method, and ML-based classifier under analysis. Results Best performing predictive models obtained per clinical endpoint achieved comparable performances to methods from state-of-the-art at internal validation (AUC ≥ 0.81 in all cases) and at external validation (AUC ≥ 0.73 in 5 out of 6 cases). Conclusion A benchmark of 300 different ML-based approaches has been tested against a RWHD achieving satisfactory results following a generalizable methodology. The outcomes suggest potential relationships between underrecognized clinical factors and the onset of acute esophagitis or chronic dyspnea, thus demonstrating the potential that ML-based approaches have to generate novel data-driven hypotheses in the field.
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Affiliation(s)
- Francisco J. Núñez-Benjumea
- Innovation & Data Analysis Unit, Institute of Biomedicine of Seville, IBiS/Virgen Macarena University Hospital/CSIC/University of Seville, Seville, Spain
| | - Sara González-García
- Institute of Biomedicine of Seville, IBIS/Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - Alberto Moreno-Conde
- Innovation & Data Analysis Unit, Institute of Biomedicine of Seville, IBiS/Virgen Macarena University Hospital/CSIC/University of Seville, Seville, Spain
| | | | - José L. López-Guerra
- Radiation Oncology Department, Institute of Biomedicine of Seville, IBIS/Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
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Zou J, Zeng Y, Wu F. Opportunities and challenges of neoadjuvant targeted therapy in nonsmall cell lung cancer. Curr Opin Oncol 2023; 35:22-30. [PMID: 36475459 DOI: 10.1097/cco.0000000000000914] [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: 12/12/2022]
Abstract
PURPOSE OF REVIEW The aim of this study is to summarize the completed and ongoing clinical trials of neoadjuvant targeted therapy, discuss tolerability and efficacy, and explain the role of neoadjuvant targeted therapy in patients with resectable nonsmall cell lung cancer (NSCLC). At the same time, the existing challenges are presented, including assessment methods, biomarkers, surrogate endpoints and so on. We also put forward our views on possible ways to make improvements and establish neoadjuvant therapy a standard treatment in resectable NSCLC. RECENT FINDINGS The mortality of lung cancer has decreased in the last 10 years, which can partly be attributed to advancement of targeted therapy. Targeted therapy has become the first-line treatment for patients with advanced mutation gene positive NSCLC, achieving the effect of prolonging overall survival (OS). Compared with chemotherapy, targeted therapy is associated with good tolerability and high response rate. Neoadjuvant targeted therapy has emerged in recent years and attracted attention of researchers. Early findings proved that neoadjuvant targeted therapy alone can improve patients' disease-free survival (DFS) and the efficacy of combining with other forms of neoadjuvant therapy is also being explored by researchers. SUMMARY Neoadjuvant targeted therapy is playing an important role in NSCLC and worth more in-depth research.
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Affiliation(s)
- Ji'an Zou
- Department of Oncology, The Second Xiangya Hospital, Central South University
- Xiangya School of Medicine, Central South University, Changsha, Hunan, China
| | - Yue Zeng
- Department of Oncology, The Second Xiangya Hospital, Central South University
| | - Fang Wu
- Department of Oncology, The Second Xiangya Hospital, Central South University
- Hunan Cancer Mega-Data Intelligent Application and Engineering Research Centre
- Hunan Key Laboratory of Tumor Models and Individualized Medicine
- Hunan Key Laboratory of Early Diagnosis and Precision Therapy in Lung Cancer, The Second Xiangya Hospital
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10
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Zhao YP, Long Y. Pulmonary toxicity in driver gene positive non-small cell lung cancer therapy. Curr Med Res Opin 2022; 38:1369-1378. [PMID: 35656938 DOI: 10.1080/03007995.2022.2085964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Molecular targeted therapy significantly improved the therapeutic efficacy in non-small cell lung cancer (NSCLC) patients with driver gene mutations but also with new toxicity profiles. Although most patients treated with these drugs developed relatively controllable toxicity, significant pulmonary toxicity events, including interstitial lung disease, occurred in a small proportion of patients and can lead to discontinuation or even be life-threatening. Pulmonary toxicity associated with these anti-tumor drugs is a problem that cannot be ignored in clinical practice. The prompt diagnosis of drug-related lung injury and the consequent differential diagnosis with other forms of pulmonary disease are critical in the management of pulmonary toxicity. Current knowledge of the pathophysiology and management of pulmonary toxicity associated with these targeted drugs is limited, and participants should be able to identify and respond to the development of drug-induced pulmonary toxicity. This review offers information about the potential pathogenesis, risk factors and management for the development of these events based on the available literature. This review focused on pulmonary toxicities in driver gene-positive NSCLC therapy by describing the related adverse events to promote the awareness and management of this important toxicity related to antitumor-targeted therapy.
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Affiliation(s)
- Yi-Pu Zhao
- Endoscopic Diagnosis and Treatment Center, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Yong Long
- Department of Thoracic Surgery, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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11
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Peng L, Zhu L, Sun Y, Stebbing J, Selvaggi G, Zhang Y, Yu Z. Targeting ALK Rearrangements in NSCLC: Current State of the Art. Front Oncol 2022; 12:863461. [PMID: 35463328 PMCID: PMC9020874 DOI: 10.3389/fonc.2022.863461] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 03/08/2022] [Indexed: 12/25/2022] Open
Abstract
Anaplastic lymphoma kinase (ALK) alterations in non-small cell lung cancer (NSCLC) can be effectively treated with a variety of ALK-targeted drugs. After the approval of the first-generation ALK inhibitor crizotinib which achieved better results in prolonging the progression-free survival (PFS) compared with chemotherapy, a number of next-generation ALK inhibitors have been developed including ceritinib, alectinib, brigatinib, and ensartinib. Recently, a potent, third-generation ALK inhibitor, lorlatinib, has been approved by the Food and Drug Administration (FDA) for the first-line treatment of ALK-positive (ALK+) NSCLC. These drugs have manageable toxicity profiles. Responses to ALK inhibitors are however often not durable, and acquired resistance can occur as on-target or off-target alterations. Studies are underway to explore the mechanisms of resistance and optimal treatment options beyond progression. Efforts have also been undertaken to develop further generations of ALK inhibitors. This review will summarize the current situation of targeting the ALK signaling pathway.
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Affiliation(s)
- Ling Peng
- Cancer Center, Department of Pulmonary and Critical Care Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, China
| | - Liping Zhu
- Department of Medical Oncology, Shouguang Hospital of Traditional Chinese Medicine, Shouguang, China
| | - Yilan Sun
- Cancer Center, Department of Pulmonary and Critical Care Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, China
| | - Justin Stebbing
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | | | - Yongchang Zhang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Changsha, China
| | - Zhentao Yu
- Department of Thoracic Surgery, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital and Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
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12
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Ansari MJ, Bokov D, Markov A, Jalil AT, Shalaby MN, Suksatan W, Chupradit S, AL-Ghamdi HS, Shomali N, Zamani A, Mohammadi A, Dadashpour M. Cancer combination therapies by angiogenesis inhibitors; a comprehensive review. Cell Commun Signal 2022; 20:49. [PMID: 35392964 PMCID: PMC8991477 DOI: 10.1186/s12964-022-00838-y] [Citation(s) in RCA: 59] [Impact Index Per Article: 29.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 02/03/2022] [Indexed: 02/06/2023] Open
Abstract
Abnormal vasculature is one of the most conspicuous traits of tumor tissue, largely contributing to tumor immune evasion. The deregulation mainly arises from the potentiated pro-angiogenic factors secretion and can also target immune cells' biological events, such as migration and activation. Owing to this fact, angiogenesis blockade therapy was established to fight cancer by eliminating the nutrient and oxygen supply to the malignant cells by impairing the vascular network. Given the dominant role of vascular-endothelium growth factor (VEGF) in the angiogenesis process, the well-known anti-angiogenic agents mainly depend on the targeting of its actions. However, cancer cells mainly show resistance to anti-angiogenic agents by several mechanisms, and also potentiated local invasiveness and also distant metastasis have been observed following their administration. Herein, we will focus on clinical developments of angiogenesis blockade therapy, more particular, in combination with other conventional treatments, such as immunotherapy, chemoradiotherapy, targeted therapy, and also cancer vaccines. Video abstract.
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Affiliation(s)
- Mohammad Javed Ansari
- Department of Pharmaceutics, College of Pharmacy, Prince Sattam Bin Abdulaziz University, Al-Kharj, Kingdom of Saudi Arabia
| | - Dmitry Bokov
- Institute of Pharmacy, Sechenov First Moscow State Medical University, 8 Trubetskaya St., bldg. 2, Moscow, 119991 Russian Federation
- Laboratory of Food Chemistry, Federal Research Center of Nutrition, Biotechnology and Food Safety, 2/14 Ustyinsky pr., Moscow, 109240 Russian Federation
| | - Alexander Markov
- Tyumen State Medical University, Tyumen, Russian Federation
- Industrial University, Tyumen, Russian Federation
| | - Abduladheem Turki Jalil
- Faculty of Biology and Ecology, Yanka Kupala State University of Grodno, 230023 Grodno, Belarus
- College of Technical Engineering, The Islamic University, Najaf, Iraq
- Department of Dentistry, Kut University College, Kut, Wasit 52001 Iraq
| | - Mohammed Nader Shalaby
- Biological Sciences and Sports Health Department, Faculty of Physical Education, Suez Canal University, Ismailia, Egypt
| | - Wanich Suksatan
- Faculty of Nursing, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Supat Chupradit
- Department of Occupational Therapy, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, 50200 Thailand
| | - Hasan S. AL-Ghamdi
- Internal Medicine Department, Division of Dermatology, Albaha University, Al Bahah, Kingdom of Saudi Arabia
| | - Navid Shomali
- Immunology Research Center (IRC), Tabriz University of Medical Sciences, Tabriz, Iran
| | - Amir Zamani
- Shiraz Transplant Center, Abu Ali Sina Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ali Mohammadi
- Department of Neurology, Imam Khomeini Hospital, Urmia University of Medical Sciences, Urmia, Iran
| | - Mehdi Dadashpour
- Department of Medical Biotechnology, Faculty of Medicine, Semnan University of Medical Sciences, Semnan, Iran
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13
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Chaudhary P, Shukla SK, Suman S. Editorial: Multifaceted Approaches Combining Low or High LET Radiation and Pharmacological Interventions in Cancer and Radioprotection: From Bench to Bedside. Front Oncol 2022; 12:880607. [PMID: 35419286 PMCID: PMC8995526 DOI: 10.3389/fonc.2022.880607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 02/28/2022] [Indexed: 11/23/2022] Open
Affiliation(s)
- Pankaj Chaudhary
- The Patrick G Johnston Centre for Cancer Research, Faculty of Medicine, Health and Life Sciences, Queen’s University, Belfast, United Kingdom
| | - Sandeep Kumar Shukla
- Institute of Nuclear Medicine & Allied Sciences, Defense Research and Development Organization (DRDO), Delhi, India
| | - Shubhankar Suman
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, United States
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14
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Li L, Li Y, Zou H. A novel role for apatinib in enhancing radiosensitivity in non-small cell lung cancer cells by suppressing the AKT and ERK pathways. PeerJ 2021; 9:e12356. [PMID: 34760374 PMCID: PMC8557687 DOI: 10.7717/peerj.12356] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 09/30/2021] [Indexed: 12/12/2022] Open
Abstract
Background Radioresistance is still the major cause of radiotherapy failure and poor prognosis in patients with non-small cell lung cancer (NSCLC). Apatinib (AP) is a highly selective inhibitor of vascular endothelial growth factor receptor 2 (VEGFR2). Whether and how AP affects radiosensitivity in NSCLC remains unknown. The present study aimed to explore the radiosensitization effect of AP in NSCLC and its underlying mechanism as a radiosensitizer. Methods The NSCLC cell lines A549 and LK2 were treated with AP, ionizing radiation (IR), or both AP and IR. Expression of VEGFR2 was analyzed by western blot and RT-PCR. Cell proliferation was measured using CCK-8 and colony formation assays. Apoptosis and cell cycle distribution in NSCLC cells were analyzed by flow cytometry. Nuclear phosphorylated histone H2AX foci immunofluorescence staining was performed to evaluate the efficacy of the combination treatment. Western blot was used to explore the potential mechanisms of action. Results AP inhibited cell proliferation in a dose- and time-dependent manner. Flow cytometry analysis indicated that AP significantly increased radiation-induced apoptosis. Colony formation assays revealed that AP enhanced the radiosensitivity of NSCLC cells. AP strongly restored radiosensitivity by increasing IR-induced G2/M phase arrest. AP effectively inhibited repair of radiation-induced DNA double-strand breaks. Western blot analysis showed that AP enhanced radiosensitivity by downregulating AKT and extracellular signal-regulated kinase (ERK) signaling. Conclusion Our findings suggest that AP may enhance radiosensitivity in NSCLC cells by blocking AKT and ERK signaling. Therefore, AP may be a potential clinical radiotherapy synergist and a novel small-molecule radiosensitizer in NSCLC. Our study fills a gap in the field of anti-angiogenic drugs and radiosensitivity.
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Affiliation(s)
- Lin Li
- The First Oncology Department, The Fourth Hospital of China Medical University, Shenyang, Liaoning, China.,Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yuexian Li
- Department of Radiation Oncology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning, China
| | - Huawei Zou
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
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