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Weiß A, Löck S, Xu T, Liao Z, Fernandes MG, Monshouwer R, Bussink J, Troost EG. Prediction for cardiac and pulmonary toxicity in a multicentric cohort of advanced stage NSCLC patients using sub-regions of the heart. Clin Transl Radiat Oncol 2025; 53:100952. [PMID: 40248008 PMCID: PMC12004370 DOI: 10.1016/j.ctro.2025.100952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 03/30/2025] [Accepted: 03/30/2025] [Indexed: 04/19/2025] Open
Abstract
Purpose Follow-up investigations in locally advanced stage non-small cell lung cancer (NSCLC) patients treated with radiochemotherapy (RCHT) regularly focus around lung toxicity. However, Cardiac Adverse Events (CAE) can occur much earlier in patients than originally anticipated with serious repercussions for patient quality-of-life and survival.Therefore, here we investigated spatial dependencies of dose within the heart and their correlation with toxicity, with dosimetric parameters of sub-regions of the heart at the focus of this analysis.Additionally, we aimed to explore the connection between cardiac toxicity and pulmonary toxicity. Methods Patient treatment plans with dosimetric data for the lungs and the heart, as well as toxicity data for 502 NSCLC patients treated with either passively scattered proton therapy (PSPT), intensity modulated radiation therapy (IMRT), three-dimensional conformal radiation therapy (3DCRT) or volumetric arc therapy (VMAT) with or without chemotherapy was retrospectively retrieved from prospective clinical studies of three international centers. Cardiac toxicity data was not available for all patients. Data was randomly split into a training set (336) and validation set (166). Statistical analyses were performed using binomial logistic regression. Results In univariate modeling, the Mean Lung Dose (MLD) significantly predicted CAE grade ≥ 3 in the training-set (pMLD = 0.02, AUCtrain = 0.69), which was confirmed in validation (AUCval, = 0.77). No suitable candidates for the construction of multivariate models could be identified. Parameters of the heart and its subregions did not significantly predict CAE grade ≥ 3 in the investigated cohorts. No parameters were found to significantly predict CAE grade ≥ 2 or RP. Finally, no spatial dependency was found in the investigated toxicity data. Conclusion The pulmonary dosimetric parameter MLD successfully predicted CAE grade ≥ 3 in a cohort treated with either photons or protons. Cardiac dosimetric parameters as well as spatial parameters did not perform similarly. No parameters were found to significantly predict RP in the investigated cohorts.
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Affiliation(s)
- Albrecht Weiß
- German Cancer Consortium (DKTK), Partner Site Dresden, and German Cancer Research Center (DKFZ), Heidelberg, Germany
- OncoRay-National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
| | - Steffen Löck
- German Cancer Consortium (DKTK), Partner Site Dresden, and German Cancer Research Center (DKFZ), Heidelberg, Germany
- OncoRay-National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
- Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Ting Xu
- Department of Thoracic Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Zhongxing Liao
- Department of Thoracic Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Miguel Garrett Fernandes
- Department of Radiation Oncology, Radboud Institute for Health Sciences, Radboud University, Medical Center, Nijmegen, the Netherlands
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - René Monshouwer
- Department of Radiation Oncology, Radboud Institute for Health Sciences, Radboud University, Medical Center, Nijmegen, the Netherlands
| | - Johan Bussink
- Department of Radiation Oncology, Radboud Institute for Health Sciences, Radboud University, Medical Center, Nijmegen, the Netherlands
| | - Esther G.C. Troost
- German Cancer Consortium (DKTK), Partner Site Dresden, and German Cancer Research Center (DKFZ), Heidelberg, Germany
- OncoRay-National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
- Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology-OncoRay, Dresden, Germany
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Demir E, Yanar K, Atukeren P, Ozkan S, Şentürk GE, Ülker M, Ergen ŞA, Karaçam S, Dinçbaş FÖ. Cardiotoxicity prevention in thoracic radiotherapy: The effect of different melatonin doses on the level of oxidation markers -in vivo animal study. Toxicol Rep 2025; 14:102030. [PMID: 40322595 PMCID: PMC12047488 DOI: 10.1016/j.toxrep.2025.102030] [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: 12/23/2024] [Revised: 04/15/2025] [Accepted: 04/15/2025] [Indexed: 05/08/2025] Open
Abstract
Introduction Radiation-induced cardiotoxicity (RIC) is a significant adverse effect of thoracic radiotherapy (RT), leading to oxidative stress, inflammation, endothelial dysfunction, myocardial fibrosis, vascular damage, and cardiac dysfunction. Melatonin (MLT), a potent antioxidant and radioprotective agent, has been suggested to mitigate these effects. This study aims to evaluate the optimal dosage of MLT for cardioprotection following RT in a rat model. Materials and methods Forty-five adult male Sprague-Dawley rats were divided into five groups. The control group received 1 mL saline solution and sham irradiation. The RT-only group received 12 Gy RT in a single fraction with saline. Three experimental groups received the same RT dose with MLT at 100 mg/kg, 50 mg/kg, or 5 mg/kg. Eight weeks post-irradiation, protein oxidation, lipid peroxidation, glycoxidation, non-enzymatic redox homeostasis biomarkers, and histological changes in heart tissues were examined. Results In MLT-treated groups, 5 mg/kg dose was found to be more effective in preventing protein oxidation and lipid peroxidation. The levels of advanced glycation end products were significantly lower in 5 mg/kg and 50 mg/kg MLT groups compared to the RT only group, whereas no difference was found at the high dose (100 mg/kg). When Cu-Zn superoxide dismutase activity, iron ion reducing antioxidant power and total thiol groups were evaluated, we found that 5 mg/kg MLT caused a significant increase in these antioxidant parameters, while 50 mg/kg and 100 mg/kg dose caused significant increase in superoxide dismutase. Evaluation heart tissues showed that the RIC was significantly lower in all MLT-treated groups. Conclusion 5 mg/kg melatonin reduces oxidative markers and RIC in rats, indicating its potential as a low-dose cardioprotective agent after RT.
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Affiliation(s)
- Ecem Demir
- Başakşehir Çam and Sakura City Hospital, Department of Radiation Oncology, Istanbul, Turkey
| | - Karolin Yanar
- Istanbul University-Cerrahpaşa, Cerrahpaşa Faculty of Medicine, Department of Biochemistry, Istanbul, Turkey
| | - Pınar Atukeren
- Istanbul University-Cerrahpaşa, Cerrahpaşa Faculty of Medicine, Department of Biochemistry, Istanbul, Turkey
| | - Serbay Ozkan
- Izmir Katipcelebi University Faculty of Medicine, Department of Histology and Embryology, Istanbul, Turkey
| | - Gözde Erkanlı Şentürk
- Istanbul University-Cerrahpaşa, Cerrahpaşa Faculty of Medicine, Department of Histology and Embryology, Istanbul, Turkey
| | - Melike Ülker
- Tekirdag Dr. Ismail Fehmi Cumalioglu City Hospital, Department of Thoracic Surgery, Tekirdag, Turkey
| | - Şefika Arzu Ergen
- Istanbul University-Cerrahpaşa, Cerrahpaşa Faculty of Medicine, Department of Radiation Oncology, Istanbul, Turkey
| | - Songül Karaçam
- Istanbul University-Cerrahpaşa, Vocational School of Health Services, Radiotherapy Program, Istanbul, Turkey
| | - Fazilet Öner Dinçbaş
- Istanbul University-Cerrahpaşa, Cerrahpaşa Faculty of Medicine, Department of Radiation Oncology, Istanbul, Turkey
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3
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Walls GM, Bergom C, Mitchell JD, Rentschler SL, Hugo GD, Samson PP, Robinson CG. Cardiotoxicity following thoracic radiotherapy for lung cancer. Br J Cancer 2025; 132:311-325. [PMID: 39506136 PMCID: PMC11833127 DOI: 10.1038/s41416-024-02888-0] [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: 05/26/2024] [Revised: 10/16/2024] [Accepted: 10/21/2024] [Indexed: 11/08/2024] Open
Abstract
Radiotherapy is the standard of care treatment for unresectable NSCLC, combined with concurrent chemotherapy and adjuvant immunotherapy. Despite technological advances in radiotherapy planning and delivery, the risk of damage to surrounding thoracic tissues remains high. Cardiac problems, including arrhythmia, heart failure and ischaemic events, occur in 20% of patients with lung cancer who undergo radiotherapy. As survival rates improve incrementally for this cohort, minimising the cardiovascular morbidity of RT is increasingly important. Problematically, the reporting of cardiac endpoints has been poor in thoracic radiotherapy clinical trials, and retrospective studies have been limited by the lack of standardisation of nomenclature and endpoints. How baseline cardiovascular profile and cardiac substructure radiation dose distribution impact the risk of cardiotoxicity is incompletely understood. As Thoracic Oncology departments seek to expand the indications for radiotherapy, and as the patient cohort becomes older and more comorbid, there is a pressing need for cardiotoxicity to be comprehensively characterised with sophisticated oncology, physics and cardio-oncology evaluations. This review synthesises the evidence base for cardiotoxicity in conventional radiotherapy, focusing on lung cancer, including current data, unmet clinical needs, and future scientific directions.
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Affiliation(s)
- Gerard M Walls
- Department of Radiation Oncology, Washington University in St Louis, Saint Louis, MO, USA.
- Patrick Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, USA.
| | - Carmen Bergom
- Department of Radiation Oncology, Washington University in St Louis, Saint Louis, MO, USA
- Siteman Cancer Center, Washington University Medical Campus, Saint Louis, MO, USA
| | - Joshua D Mitchell
- Cardio-Oncology Center of Excellence, Washington University in St Louis, St Louis, MO, USA
| | - Stacey L Rentschler
- Department of Developmental Biology, Washington University in St Louis, St. Louis, MO, USA
- Center for Cardiovascular Research, Department of Medicine, Cardiovascular Division, Washington University in St Louis, St. Louis, MO, USA
| | - Geoffrey D Hugo
- Department of Radiation Oncology, Washington University in St Louis, Saint Louis, MO, USA
- Siteman Cancer Center, Washington University Medical Campus, Saint Louis, MO, USA
| | - Pamela P Samson
- Department of Radiation Oncology, Washington University in St Louis, Saint Louis, MO, USA
- Siteman Cancer Center, Washington University Medical Campus, Saint Louis, MO, USA
| | - Clifford G Robinson
- Department of Radiation Oncology, Washington University in St Louis, Saint Louis, MO, USA
- Siteman Cancer Center, Washington University Medical Campus, Saint Louis, MO, USA
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Aryankalayil MJ, Patel H, May JM, Shankavaram U, Bylicky MA, Martello S, Chopra S, Axtelle J, Menon N, Coleman CN. Whole-blood RNA biomarkers for predicting survival in non-human primates following thoracic radiation. Sci Rep 2024; 14:22957. [PMID: 39362942 PMCID: PMC11449919 DOI: 10.1038/s41598-024-72975-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: 04/09/2024] [Accepted: 09/12/2024] [Indexed: 10/05/2024] Open
Abstract
Radiation injury, either from radiotherapy or a mass-casualty event requires a health care system that can efficiently allocate resources to patients. We conducted a comprehensive transcriptome analysis of whole blood from a nonhuman primate model that received upper thoracic radiation (9.8-10.7 Gy). Blood samples were collected at multiple time points, extending up to 270 days post-irradiation with a minimum n = 6 for initial time points (Day 3-Day 40) and a total number of n = 28 primates. No males receiving the higher dose survived to Day 270. Using the Elastic Net model in R we found that pooling biomarkers from Day 3-21 increased our accuracy in discerning survival time, pleural effusion or dose compared to using biomarkers specific to a single day. For survival data, in predicting short term (less than 90 day), medium term (Day 91-269) or long-term survival (Day 270), prediction accuracy using only Day 3 data was 0.14 (95% Confidence Interval (CI) 0.1, 0.19) while pooled data for Male and Female was 0.76 (CI 0.69, 0.82). When pooled data was divided by biological sex, accuracy was 0.7 (CI 0.58, 0.8) for pooled data from Males and 0.84 (CI 0.76, 0.91) for Females. The development of RNA biomarkers as a tool to aid in clinical decision-making could significantly improve patient care in cases of radiation injury, whether from radiotherapy or mass-casualty events. Further validation and clinical translation of these findings could lead to improved patient care and management strategies in cases of radiation exposure.
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Affiliation(s)
- Molykutty J Aryankalayil
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA.
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, 10 Center Drive, Room B3B406, Bethesda, MD, 20892, USA.
| | - Haaris Patel
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Jared M May
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Uma Shankavaram
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Michelle A Bylicky
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Shannon Martello
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Sunita Chopra
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | | | | | - C Norman Coleman
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
- Radiation Research Program, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
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5
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Liou Y, Lan TL, Lan CC. A Meta-Analysis and Review of Radiation Dose Escalation in Definitive Radiation Therapy between Squamous Cell Carcinoma and Adenocarcinoma of Esophageal Cancer. Cancers (Basel) 2024; 16:658. [PMID: 38339409 PMCID: PMC10854668 DOI: 10.3390/cancers16030658] [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: 01/15/2024] [Revised: 01/30/2024] [Accepted: 02/02/2024] [Indexed: 02/12/2024] Open
Abstract
Esophageal cancer, ranked as the eighth most prevalent cancer globally, is characterized by a low survival rate and poor prognosis. Concurrent chemoradiation therapy (CCRT) is the standard therapy in the non-surgical treatment of localized carcinoma of the esophagus. Nevertheless, the radiation doses employed in CCRT remain notably lower compared to the curative definite chemoradiation therapy utilized in the management of other carcinomas. In order to increase the local control rates and enhance the treatment outcomes, several clinical trials have used high-dose radiation to analyze the effect of dose escalation. Despite the integration of technically advanced RT schemes such as intensity-modulated radiation therapy (IMRT), the results of these trials have failed to demonstrate a significant improvement in overall survival or local progression-free survival. In this review, we investigated previous clinical trials to determine the ineffectiveness of radiation dose escalation in the context of CCRT for esophageal cancer. We aim to clarify the factors contributing to the limited efficacy of escalated radiation doses in improving patient outcomes. Furthermore, we delve into recent research endeavors, exploring prospective radiation dose modifications being altered based on the histological characteristics of the carcinoma. The exploration of these recent studies not only sheds light on potential refinements to the existing treatment protocols but also seeks to identify novel approaches that may pave the way for more efficacious and personalized therapeutic strategies for esophageal cancer management.
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Affiliation(s)
- Yu Liou
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong Street, Beitou District, Taipei City 112, Taiwan
| | - Tien-Li Lan
- Department of Heavy Particles and Radiation Oncology, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Beitou District, Taipei City 112, Taiwan
| | - Chin-Chun Lan
- Thoracic Surgery Group, Clinical Research Center, Department of Surgery, Changhua Christian Hospital, 135 Nanhsiao Street, Changhua City 500, Taiwan
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, 135 Nanhsiao Street, Changhua City 500, Taiwan
- Post-Baccalaureate Medical School, National Chung Hsing University, 145 Xingda Rd., South District, Taichung City 402, Taiwan
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6
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Toma RV, Anca Z, Trifănescu OG, Galeş LN, Folea AR, Stanca L, Bîlteanu L, Anghel RM. Early Echocardiography and ECG Changes Following Radiotherapy in Patients with Stage II-III HER2-Positive Breast Cancer Treated with Anthracycline-Based Chemotherapy with or without Trastuzumab-Based Therapy. Med Sci Monit 2023; 29:e941754. [PMID: 37772333 PMCID: PMC10521333 DOI: 10.12659/msm.941754] [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: 07/12/2023] [Accepted: 08/23/2023] [Indexed: 09/30/2023] Open
Abstract
BACKGROUND Cardiotoxicity from radiotherapy and anti-cancer therapies have been reported in patients with breast cancer. This study aimed to investigate the early echocardiography and ECG changes following radiotherapy in 68 patients ages 30-78 years with stages II-III HER2-positive breast cancer treated with anthracycline-based chemotherapy with or without trastuzumab-based therapy from 2015 to 2021. MATERIAL AND METHODS We analyzed data of 68 breast cancer patients aged 30-78 years, predominantly in AJCC stages II-III (61) and HER2-positive (58), treated and monitored from 2015 to 2021. Cardiac function was assessed using echo- and electrocardiography. We employed univariate logistic models to gauge associations between pre-existing cardiac conditions, treatment modalities, and changes in cardiac function. RESULTS A decrease in the left ventricle ejection fraction (EF) by >5% was associated with heart doses >49.3 Gy and with maximum and average doses to the left anterior descending artery (LAD) exceeding 46.9 Gy and 32.7 Gy, respectively. An EF drop of ≥10% was correlated with anti-HER2 therapy, pre-existing ECG changes, and the onset of conditions in the left ventricle, major vessels, and valves. Conditions were exacerbated in patients with prior echocardiographic abnormalities, while some emerged concurrent with the EF decline. CONCLUSIONS This research emphasizes the importance of personalized heart monitoring and care for breast cancer patients undergoing multimodal therapies. Significant and potentially irreversible EF declines can result from radiation and anti-HER2 treatments.
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Affiliation(s)
- Radu Valeriu Toma
- Department of Oncology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Oncological Institute „Alexandru Trestioreanu”, Bucharest, Romania
| | - Zgura Anca
- Department of Oncology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Oana Gabriela Trifănescu
- Department of Oncology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Oncological Institute „Alexandru Trestioreanu”, Bucharest, Romania
| | - Laurenţia Nicoleta Galeş
- Department of Oncology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Oncological Institute „Alexandru Trestioreanu”, Bucharest, Romania
| | | | - Loredana Stanca
- Department of Preclinical Science, Faculty of Veterinary Medicine, University of Agronomic Sciences and Veterinary Medicine, Bucharest, Romania
| | - Liviu Bîlteanu
- Oncological Institute „Alexandru Trestioreanu”, Bucharest, Romania
- Department of Preclinical Science, Faculty of Veterinary Medicine, University of Agronomic Sciences and Veterinary Medicine, Bucharest, Romania
- Laboratory of Molecular Nanotechnologies, National Institute for Research and Development in Microtechnologies, Voluntary, Romania
| | - Rodica M. Anghel
- Department of Oncology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
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7
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Verhaegen F, Butterworth KT, Chalmers AJ, Coppes RP, de Ruysscher D, Dobiasch S, Fenwick JD, Granton PV, Heijmans SHJ, Hill MA, Koumenis C, Lauber K, Marples B, Parodi K, Persoon LCGG, Staut N, Subiel A, Vaes RDW, van Hoof S, Verginadis IL, Wilkens JJ, Williams KJ, Wilson GD, Dubois LJ. Roadmap for precision preclinical x-ray radiation studies. Phys Med Biol 2023; 68:06RM01. [PMID: 36584393 DOI: 10.1088/1361-6560/acaf45] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 12/30/2022] [Indexed: 12/31/2022]
Abstract
This Roadmap paper covers the field of precision preclinical x-ray radiation studies in animal models. It is mostly focused on models for cancer and normal tissue response to radiation, but also discusses other disease models. The recent technological evolution in imaging, irradiation, dosimetry and monitoring that have empowered these kinds of studies is discussed, and many developments in the near future are outlined. Finally, clinical translation and reverse translation are discussed.
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Affiliation(s)
- Frank Verhaegen
- MAASTRO Clinic, Radiotherapy Division, GROW-School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
- SmART Scientific Solutions BV, Maastricht, The Netherlands
| | - Karl T Butterworth
- Patrick G. Johnston, Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Anthony J Chalmers
- School of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, United Kingdom
| | - Rob P Coppes
- Departments of Biomedical Sciences of Cells & Systems, Section Molecular Cell Biology and Radiation Oncology, University Medical Center Groningen, University of Groningen, 9700 AD Groningen, The Netherlands
| | - Dirk de Ruysscher
- MAASTRO Clinic, Radiotherapy Division, GROW-School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Sophie Dobiasch
- Department of Radiation Oncology, Technical University of Munich (TUM), School of Medicine and Klinikum rechts der Isar, Germany
- Department of Medical Physics, Institute of Radiation Medicine (IRM), Department of Radiation Sciences (DRS), Helmholtz Zentrum München, Germany
| | - John D Fenwick
- Department of Medical Physics & Biomedical Engineering University College LondonMalet Place Engineering Building, London WC1E 6BT, United Kingdom
| | | | | | - Mark A Hill
- MRC Oxford Institute for Radiation Oncology, University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, United Kingdom
| | - Constantinos Koumenis
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Kirsten Lauber
- Department of Radiation Oncology, University Hospital, LMU München, Munich, Germany
- German Cancer Consortium (DKTK), Partner site Munich, Germany
| | - Brian Marples
- Department of Radiation Oncology, University of Rochester, NY, United States of America
| | - Katia Parodi
- German Cancer Consortium (DKTK), Partner site Munich, Germany
- Department of Medical Physics, Faculty of Physics, Ludwig-Maximilians-Universität München, Garching b. Munich, Germany
| | | | - Nick Staut
- SmART Scientific Solutions BV, Maastricht, The Netherlands
| | - Anna Subiel
- National Physical Laboratory, Medical Radiation Science Hampton Road, Teddington, Middlesex, TW11 0LW, United Kingdom
| | - Rianne D W Vaes
- MAASTRO Clinic, Radiotherapy Division, GROW-School for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | | | - Ioannis L Verginadis
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Jan J Wilkens
- Department of Radiation Oncology, Technical University of Munich (TUM), School of Medicine and Klinikum rechts der Isar, Germany
- Physics Department, Technical University of Munich (TUM), Germany
| | - Kaye J Williams
- Division of Pharmacy and Optometry, University of Manchester, Manchester, United Kingdom
| | - George D Wilson
- Department of Radiation Oncology, Beaumont Health, MI, United States of America
- Henry Ford Health, Detroit, MI, United States of America
| | - Ludwig J Dubois
- The M-Lab, Department of Precision Medicine, GROW-School for Oncology and Reproduction, Maastricht University, Maastricht, The Netherlands
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