{"title":"Data Science Opportunities To Improve Radiotherapy Planning and Clinical Decision Making","authors":"","doi":"10.1016/j.semradonc.2024.07.012","DOIUrl":"10.1016/j.semradonc.2024.07.012","url":null,"abstract":"<div><p>Radiotherapy aims to achieve a high tumor control probability while minimizing damage to normal tissues. Personalizing radiotherapy treatments for individual patients, therefore, depends on integrating physical treatment planning with predictive models of tumor control and normal tissue complications. Predictive models could be improved using a wide range of rich data sources, including tumor and normal tissue genomics, radiomics, and dosiomics. Deep learning will drive improvements in classifying normal tissue tolerance, predicting intra-treatment tumor changes, tracking accumulated dose distributions, and quantifying the tumor response to radiotherapy based on imaging. Mechanistic patient-specific computer simulations (‘digital twins’) could also be used to guide adaptive radiotherapy. Overall, we are entering an era where improved modeling methods will allow the use of newly available data sources to better guide radiotherapy treatments.</p></div>","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142168293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Global Workforce and Access: Demand, Education, Quality","authors":"","doi":"10.1016/j.semradonc.2024.07.003","DOIUrl":"10.1016/j.semradonc.2024.07.003","url":null,"abstract":"<div><p>There has long existed a substantial disparity in access to radiotherapy globally. This issue has only been exacerbated as the growing disparity of cancer incidence between high-income countries (HIC) and low and middle-income countries (LMICs) widens, with a pronounced increase in cancer cases in LMICs. Even within HICs, iniquities within local communities may lead to a lack of access to care.</p><p>Due to these trends, it is imperative to find solutions to narrow global disparities. This requires the engagement of a diverse cohort of stakeholders, including working professionals, non-governmental organizations, nonprofits, professional societies, academic and training institutions, and industry.</p><p>This review brings together a diverse group of experts to highlight critical areas that could help reduce the current global disparities in radiation oncology. Advancements in technology and treatment, such as artificial intelligence, brachytherapy, hypofractionation, and digital networks, in combination with implementation science and novel funding mechanisms, offer means for increasing access to care and education globally. Common themes across sections reveal how utilizing these new innovations and strengthening collaborative efforts among stakeholders can help improve access to care globally while setting the framework for the next generation of innovations.</p></div>","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142168397","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Safe Hypofractionation Amid Diverse Technologies: Using Teamwork to Manage the Complexity","authors":"","doi":"10.1016/j.semradonc.2024.08.001","DOIUrl":"10.1016/j.semradonc.2024.08.001","url":null,"abstract":"<div><p>Radiation oncology caregivers worldwide are dedicated to advancing cancer treatment with the ultimate goal of eradicating the disease. Recognizing the inherent complexity of cancer treatment using hypo-fractionation radiotherapy (HFRT), these caregivers are committed to exploring avenues for progress and providing personalized care to each patient. Strong teams and effective workflows are an essential component to implementing safe HFRT. Every patient presents unique challenges, and as a united team of clinical and administrative professionals, radiation oncology care teams strive to drive advancements and streamline complexities in their field, guided by continuous technological innovation.</p></div>","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1053429624000651/pdfft?md5=8512d5e175785b80c7b4c298011da84c&pid=1-s2.0-S1053429624000651-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142168294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Future of Education in Radiation Oncology","authors":"","doi":"10.1016/j.semradonc.2024.07.009","DOIUrl":"10.1016/j.semradonc.2024.07.009","url":null,"abstract":"","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1053429624000602/pdfft?md5=c8bd48ff749468cdd52549338fa2b4a0&pid=1-s2.0-S1053429624000602-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142168306","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Khadija Sheikh , Heng Li , Jean L. Wright , Theodore K. Yanagihara , Aditya Halthore
{"title":"The Peaks and Valleys of Photon Versus Proton Spatially Fractionated Radiotherapy","authors":"Khadija Sheikh , Heng Li , Jean L. Wright , Theodore K. Yanagihara , Aditya Halthore","doi":"10.1016/j.semradonc.2024.04.007","DOIUrl":"https://doi.org/10.1016/j.semradonc.2024.04.007","url":null,"abstract":"<div><p>Spatially-fractionated radiotherapy (SFRT) delivers high doses to small areas of tumor while sparing adjacent tissue, including intervening disease. In this review, we explore the evolution of SFRT technological advances, contrasting approaches with photon and proton beam radiotherapy. We discuss unique dosimetric considerations and physical properties of SFRT, as well as review the preclinical literature that provides an emerging understanding of biological mechanisms. We emphasize crucial areas of future study and highlight clinical trials that are underway to assess SFRT's safety and efficacy, with a focus on immunotherapeutic synergies. The review concludes with practical considerations for SFRT's clinical application, advocating for strategies that leverage its unique dosimetric and biological properties for improved patient outcomes.</p></div>","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141325745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Vijayananda Kundapur FRCR , Emina Torlakovic MD, PhD , Roland N. Auer MD, PhD
{"title":"The Story Behind the First Mini-BEAM Photon Radiation Treatment: What is the Mini-Beam and Why is it Such an Advance?","authors":"Vijayananda Kundapur FRCR , Emina Torlakovic MD, PhD , Roland N. Auer MD, PhD","doi":"10.1016/j.semradonc.2024.04.003","DOIUrl":"https://doi.org/10.1016/j.semradonc.2024.04.003","url":null,"abstract":"<div><p>Radiation treatment has been the cornerstone in cancer management. However, long term treatment-related morbidity always accompanies tumor control which has significant impact on quality of life of the patient who has survived the cancer. Spatially fractionated radiation has the potential to achieve both cure and to avoid dreaded long term sequelae. The first ever randomized study of mini-beam radiation treatment (MBRT) of canine brain tumor has clearly shown the ability to achieve this goal. Dogs have gyrencephalic brains functionally akin to human brain. We here report long term follow-up and final outcome of the dogs, revealing both tumor control and side effects on normal brain. The results augur potential for conducting human studies with MBRT.</p></div>","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1053429624000237/pdfft?md5=62eb9d6f2c1d3bec07f1908e2f004c8d&pid=1-s2.0-S1053429624000237-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141325749","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Billy W. Loo Jr , Ioannis I. Verginadis , Brita Singers Sørensen , Anthony E. Mascia , John P. Perentesis , Albert C. Koong , Emil Schüler , Erinn B. Rankin , Peter G. Maxim , Charles L. Limoli , Marie-Catherine Vozenin
{"title":"Navigating the Critical Translational Questions for Implementing FLASH in the Clinic","authors":"Billy W. Loo Jr , Ioannis I. Verginadis , Brita Singers Sørensen , Anthony E. Mascia , John P. Perentesis , Albert C. Koong , Emil Schüler , Erinn B. Rankin , Peter G. Maxim , Charles L. Limoli , Marie-Catherine Vozenin","doi":"10.1016/j.semradonc.2024.04.008","DOIUrl":"https://doi.org/10.1016/j.semradonc.2024.04.008","url":null,"abstract":"<div><p>The “FLASH effect” is an increased therapeutic index, that is, reduced normal tissue toxicity for a given degree of anti-cancer efficacy, produced by ultra-rapid irradiation delivered on time scales orders of magnitude shorter than currently conventional in the clinic for the same doses. This phenomenon has been observed in numerous preclinical <em>in vivo</em> tumor and normal tissue models. While the underlying biological mechanism(s) remain to be elucidated, a path to clinical implementation of FLASH can be paved by addressing several critical translational questions. Technological questions pertinent to each beam type (<em>eg</em>, electron, proton, photon) also dictate the logical progression of experimentation required to move forward in safe and decisive clinical trials. Here we review the available preclinical data pertaining to these questions and how they may inform strategies for FLASH cancer therapy clinical trials.</p></div>","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141325751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Brigid A. McDonald , Riccardo Dal Bello , Clifton D. Fuller , Panagiotis Balermpas
{"title":"Corrigendum to “The Use of MR-Guided Radiation Therapy for Head and Neck Cancer and Recommended Reporting Guidance” Seminars in Radiation Oncology Volume 34 (2024) 69-83","authors":"Brigid A. McDonald , Riccardo Dal Bello , Clifton D. Fuller , Panagiotis Balermpas","doi":"10.1016/j.semradonc.2024.04.001","DOIUrl":"https://doi.org/10.1016/j.semradonc.2024.04.001","url":null,"abstract":"","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1053429624000213/pdfft?md5=c5003876279be5664c3050f9c6144238&pid=1-s2.0-S1053429624000213-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141324492","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Samir V. Jenkins PhD , Andrew J. Johnsrud MD , Ruud P.M. Dings PhD , Robert J. Griffin PhD
{"title":"Bystander Effects in Spatially Fractionated Radiation Therapy: From Molecule To Organism To Clinical Implications","authors":"Samir V. Jenkins PhD , Andrew J. Johnsrud MD , Ruud P.M. Dings PhD , Robert J. Griffin PhD","doi":"10.1016/j.semradonc.2024.05.004","DOIUrl":"https://doi.org/10.1016/j.semradonc.2024.05.004","url":null,"abstract":"<div><p>The standard of care for radiation therapy is numerous, low-dose fractions that are distributed homogeneously throughout the tumor. An alternative strategy under scrutiny is to apply spatially fractionated radiotherapy (high and low doses throughout the tumor) in one or several fractions, either alone or followed by conventional radiation fractionation . Spatial fractionation allows for significant sparing of normal tissue, and the regions of tumor or normal tissue that received sublethal doses can give rise to beneficial bystander effects in both cases. Bystander effects are broadly defined as biological responses that are significantly greater than would be anticipated based on the radiation dose received. Typically these effects are initiated by diffusion of reactive oxygen species and secretion of various cytokines. As demonstrated in the literature, spatial fractionation related bystander effects can occur locally from cell to cell and in what are known as “cohort effects,” which tend to take the form of restructuring of the vasculature, enhanced immune infiltration, and development of immunological memory. Other bystander effects can take place at distant sites in what are known as “abscopal effects.” While these events are rare, they are mediated by the immune system and can result in the eradication of secondary and metastatic disease. Currently, due to the complexity and variability of these bystander effects, they are not thoroughly understood, but as knowledge improves they may present significant opportunities for improved clinical outcomes.</p></div>","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141325744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Innovations in Physics, Biology and Clinical Translation of Spatially Fractionated and FLASH Radiotherapy","authors":"Robert J. Griffin, Chandan Guha","doi":"10.1016/j.semradonc.2024.05.005","DOIUrl":"https://doi.org/10.1016/j.semradonc.2024.05.005","url":null,"abstract":"","PeriodicalId":49542,"journal":{"name":"Seminars in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141325740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}