首页 > 最新文献

Technical Innovations and Patient Support in Radiation Oncology最新文献

英文 中文
Behind the Scenes: Radiotherapy technical training through professionals' eyes 幕后花絮专业人士眼中的放射治疗技术培训
Q1 Nursing Pub Date : 2024-03-30 DOI: 10.1016/j.tipsro.2024.100247
M. Strasser , M.H. Senger

Training technical professionals for Radiotherapy is essential due to growing demand caused by early cancer diagnoses, global population aging, rising cancer rates, and evolving equipment and techniques. Our objective was to gather insights from graduates of various courses who are now working professionally, based on the principle that one way to assess educational training is by considering the attributes that trained and active professionals deem important in the improvement courses they have taken.

A cross-sectional study (approved at the local Research Ethics Committee) was conducted, involving an online survey for the opinion of professionals already qualified as radiotherapy technicians or technologists and engaged in this work. The questionnaire consisted of 12 objective multiple-choice questions and four open-ended questions.

Of the 59 received responses, 49 professionals completed some course. Thirty-one (64.6%) pursued improvement/enhancement, followed by specialization (15; 31.2%) and extension (two; 4.2%). Thirty-four (69.4%) respondents had not engaged in any practical activities during their training. As for course weaknesses, respondents cited: inflexible schedule (29; 59.2%), distance from residence (12; 24.5%), low hourly load (four; 8.2%), and other issues (four; 8.2%).

The data underscores the need to adjust technical training in Radiotherapy, emphasizing the importance of a recognized professional team, practical learning, flexible schedules, and financial viability.

The strategic perspective of radiotherapy technicians currently working in this job market, emphasized the need for an adjustment in the offering of courses. These insights provide more well-structured foundations for contemporary teaching and learning processes, considering current societal characteristics, technological advances, and future student demands.

由于早期癌症诊断、全球人口老龄化、癌症发病率上升以及设备和技术的不断发展,对放射治疗专业技术人员的需求日益增长,因此培训放射治疗专业技术人员至关重要。我们的目标是收集各种课程的毕业生的意见,他们目前正在从事专业工作,我们的原则是,评估教育培训的一种方法是考虑受过培训的在职专业人员认为他们所学的提高课程中的重要属性。我们开展了一项横向研究(已获当地研究伦理委员会批准),其中包括一项在线调查,征求已获得放射治疗技术员或技师资格并从事这项工作的专业人员的意见。问卷包括 12 道客观选择题和 4 道开放式问题。在收到的 59 份答复中,49 名专业人员完成了某些课程。31人(64.6%)参加了改进/提高课程,其次是专业课程(15人,31.2%)和扩展课程(2人,4.2%)。有 34 名(69.4%)受访者在培训期间没有参加过任何实践活动。这些数据强调了调整放射治疗技术培训的必要性,强调了公认的专业团队、实践学习、灵活的时间安排和财务可行性的重要性。考虑到当前的社会特点、技术进步和未来学生的需求,这些见解为当代教学和学习过程提供了结构更合理的基础。
{"title":"Behind the Scenes: Radiotherapy technical training through professionals' eyes","authors":"M. Strasser ,&nbsp;M.H. Senger","doi":"10.1016/j.tipsro.2024.100247","DOIUrl":"https://doi.org/10.1016/j.tipsro.2024.100247","url":null,"abstract":"<div><p>Training technical professionals for Radiotherapy is essential due to growing demand caused by early cancer diagnoses, global population aging, rising cancer rates, and evolving equipment and techniques. Our objective was to gather insights from graduates of various courses who are now working professionally, based on the principle that one way to assess educational training is by considering the attributes that trained and active professionals deem important in the improvement courses they have taken.</p><p>A cross-sectional study (approved at the local Research Ethics Committee) was conducted, involving an online survey for the opinion of professionals already qualified as radiotherapy technicians or technologists and engaged in this work. The questionnaire consisted of 12 objective multiple-choice questions and four open-ended questions.</p><p>Of the 59 received responses, 49 professionals completed some course. Thirty-one (64.6%) pursued improvement/enhancement, followed by specialization (15; 31.2%) and extension (two; 4.2%). Thirty-four (69.4%) respondents had not engaged in any practical activities during their training. As for course weaknesses, respondents cited: inflexible schedule (29; 59.2%), distance from residence (12; 24.5%), low hourly load (four; 8.2%), and other issues (four; 8.2%).</p><p>The data underscores the need to adjust technical training in Radiotherapy, emphasizing the importance of a recognized professional team, practical learning, flexible schedules, and financial viability.</p><p>The strategic perspective of radiotherapy technicians currently working in this job market, emphasized the need for an adjustment in the offering of courses. These insights provide more well-structured foundations for contemporary teaching and learning processes, considering current societal characteristics, technological advances, and future student demands.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405632424000143/pdfft?md5=ba19eb2af241669af63d54c4eaebbe11&pid=1-s2.0-S2405632424000143-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140344663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RTT advanced practice and how it can change the future of radiotherapy RTT 高级实践及其如何改变放射治疗的未来
Q1 Nursing Pub Date : 2024-03-26 DOI: 10.1016/j.tipsro.2024.100245
Aileen Duffton , Nicole Harnett , Helen A McNair , Erica Bennett , Melanie Clarkson , Jose Guilherme Couto , Gavin Lawler , Kristie Matthews , Celeste Oliveira , Natalie Rozanec , Rita Simões , Yatman Tsang

The radiation therapy (RT) landscape is continuously evolving, necessitating adaptation in roles and responsibilities of radiation therapists (RTTs). Advanced Practice Radiation Therapists (APRTs) have taken on a proactive role in expanding services and assuming responsibilities within multi-professional teams.

A European Society for Radiotherapy and Oncology (ESTRO) brought geographically diverse and experienced RTTs together, to discuss how advanced practice (AP) in the RTT profession should be future-proofed and create a global platform for collaboration. Challenges in achieving consensus and standardisation of APRT was identified across jurisdictions, emphasising the importance of international collaboration.

Whilst highlighting the pivotal role of APRTs in driving innovation, improving patient care, and navigating the complexities of modern RT practice, this position paper presents outcomes and recommendations from the workshop. Discussions highlighted the need for standardised role definitions, education frameworks, regulatory support, and career development pathways to enable the advancement of APRT effectively. Increasing networks and collaboration is recommended to ensure APRTs can shape the future of RT.

放射治疗(RT)领域在不断发展,放射治疗师(RTT)的角色和职责也必须随之调整。欧洲放射治疗与肿瘤学会(ESTRO)将来自不同地域、经验丰富的放射治疗师聚集在一起,讨论放射治疗师行业的高级实践(APRT)应如何面向未来,并创建一个全球合作平台。本立场文件在强调 APRT 在推动创新、改善患者护理和驾驭现代 RT 实践复杂性方面的关键作用的同时,还介绍了研讨会的成果和建议。讨论强调了标准化角色定义、教育框架、监管支持和职业发展途径的必要性,以便有效推动急性损伤康复治疗师的发展。建议加强网络与合作,以确保亚太康复治疗师能够塑造 RT 的未来。
{"title":"RTT advanced practice and how it can change the future of radiotherapy","authors":"Aileen Duffton ,&nbsp;Nicole Harnett ,&nbsp;Helen A McNair ,&nbsp;Erica Bennett ,&nbsp;Melanie Clarkson ,&nbsp;Jose Guilherme Couto ,&nbsp;Gavin Lawler ,&nbsp;Kristie Matthews ,&nbsp;Celeste Oliveira ,&nbsp;Natalie Rozanec ,&nbsp;Rita Simões ,&nbsp;Yatman Tsang","doi":"10.1016/j.tipsro.2024.100245","DOIUrl":"https://doi.org/10.1016/j.tipsro.2024.100245","url":null,"abstract":"<div><p>The radiation therapy (RT) landscape is continuously evolving, necessitating adaptation in roles and responsibilities of radiation therapists (RTTs). Advanced Practice Radiation Therapists (APRTs) have taken on a proactive role in expanding services and assuming responsibilities within multi-professional teams.</p><p>A European Society for Radiotherapy and Oncology (ESTRO) brought geographically diverse and experienced RTTs together, to discuss how advanced practice (AP) in the RTT profession should be future-proofed and create a global platform for collaboration. Challenges in achieving consensus and standardisation of APRT was identified across jurisdictions, emphasising the importance of international collaboration.</p><p>Whilst highlighting the pivotal role of APRTs in driving innovation, improving patient care, and navigating the complexities of modern RT practice, this position paper presents outcomes and recommendations from the workshop. Discussions highlighted the need for standardised role definitions, education frameworks, regulatory support, and career development pathways to enable the advancement of APRT effectively. Increasing networks and collaboration is recommended to ensure APRTs can shape the future of RT.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S240563242400012X/pdfft?md5=59017047bfb28ffcdef802ae637e0c92&pid=1-s2.0-S240563242400012X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140341238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of RTT education – Is it fit for the present: A report on the ESTRO radiation therapist workshop 放射治疗师教育评估--是否适合当前形势:ESTRO 放射治疗师研讨会报告
Q1 Nursing Pub Date : 2024-03-21 DOI: 10.1016/j.tipsro.2024.100246
Mikki Campbell , Aidan Leong , Philipp Scherer

Education is key in preparing healthcare professionals for the current and future needs of the clinical environment. Hence, ESTRO facilitated a workshop, with a track focusing on radiation therapists’ (RTT) education and whether it is fit for the current demands of RTTs. An international group of participants with academic and clinical backgrounds discussed the current situation in their respective working environments, evaluated the challenges in RTT education, and highlighted opportunities and possible solutions to meet current and future needs. Key outcomes highlighted the importance of strengthening collaboration between clinical and academic staff.

教育是培养医疗保健专业人员满足当前和未来临床环境需求的关键。因此,ESTRO 协助举办了一次研讨会,重点讨论放射治疗人员(RTT)的教育问题,以及教育是否适合 RTT 当前的需求。一群具有学术和临床背景的国际与会者讨论了各自工作环境的现状,评估了 RTT 教育面临的挑战,并强调了满足当前和未来需求的机遇和可能的解决方案。主要成果强调了加强临床和学术人员之间合作的重要性。
{"title":"Evaluation of RTT education – Is it fit for the present: A report on the ESTRO radiation therapist workshop","authors":"Mikki Campbell ,&nbsp;Aidan Leong ,&nbsp;Philipp Scherer","doi":"10.1016/j.tipsro.2024.100246","DOIUrl":"https://doi.org/10.1016/j.tipsro.2024.100246","url":null,"abstract":"<div><p>Education is key in preparing healthcare professionals for the current and future needs of the clinical environment. Hence, ESTRO facilitated a workshop, with a track focusing on radiation therapists’ (RTT) education and whether it is fit for the current demands of RTTs. An international group of participants with academic and clinical backgrounds discussed the current situation in their respective working environments, evaluated the challenges in RTT education, and highlighted opportunities and possible solutions to meet current and future needs. Key outcomes highlighted the importance of strengthening collaboration between clinical and academic staff.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405632424000131/pdfft?md5=3c22f7d4963678be769ea1a109b9b0e5&pid=1-s2.0-S2405632424000131-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140320793","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep inspiratory breath-hold radiotherapy on a Helical Tomotherapy unit: Workflow and early outcomes in patients with left-sided breast cancer 在螺旋断层放疗机上进行深吸气屏气放疗:左侧乳腺癌患者的工作流程和早期疗效
Q1 Nursing Pub Date : 2024-03-17 DOI: 10.1016/j.tipsro.2024.100244
Sapna Nangia , Nagarjuna Burela , Mayur Sawant , G. Aishwarya , Patrick Joshua , Vijay Thiyagarajan , Utpal Gaikwad , Dayananda S. Sharma

Introduction

The clinical implementation of deep inspiratory breath-hold (DIBH) radiotherapy to reduce cardiac exposure in patients with left-sided breast cancer is challenging with helical tomotherapy(HT) and has received little attention. We describe our novel approach to DIBH irradiation in HT using a specially designed frame and manual gating, and compare cardiac substructure doses with the free-breathing (FB) technique.

Material and methods

The workflow incorporates staggered junctions and a frame that provides tactile feedback to the patient and monitoring for manual cut-off. The treatment parameters and clinical outcome of 20 patients with left-sided breast cancer who have undergone DIBH radiotherapy as a part of an ongoing prospective registry are reported. All patients underwent CT scans in Free Breathing (FB) and DIBH using the in-house Respiframe, which incorporates a tactile feedback-based system with an indicator pencil. Plans compared target coverage, cardiac doses, synchronizing treatment with breath-hold and avoiding junction repetition. MVCT scans are used for patient alignment.

Results

The mean dose (Dmean) to the heart was reduced by an average of 34 % in DIBH-HT compared to FB-HT plans (3.8 Gy vs 5.7 Gy). Similarly, 32 % and 67.8 % dose reduction were noted in the maximum dose (D0.02 cc) of the left anterior descending artery, mean 12.3 Gy vs 18.1 Gy, and mean left ventricle V5Gy 13.2 % vs 41.1 %, respectively. The mean treatment duration was 451.5 sec with a median 8 breath-holds; 3 % junction locations between successive breath-holds were replicated. No locoregional or distant recurrences were observed in the 9-month median follow-up.

Conclusion

Our workflow for DIBH with Helical-Tomotherapy addresses patient safety, treatment precision and challenges specific to this treatment unit. The workflow prevents junction issues by varying daily breath-hold durations and avoiding junction locations, providing a practical solution for left-sided breast cancer treatment with HT.

导言在临床上实施深吸气憋气(DIBH)放疗以减少左侧乳腺癌患者的心脏照射剂量对于螺旋断层放疗(HT)来说具有挑战性,并且很少受到关注。我们介绍了在 HT 中使用专门设计的框架和手动选通进行 DIBH 照射的新方法,并比较了自由呼吸(FB)技术与心脏下结构剂量。作为一项正在进行的前瞻性登记的一部分,报告了 20 名接受过 DIBH 放射治疗的左侧乳腺癌患者的治疗参数和临床结果。所有患者都接受了自由呼吸(FB)和DIBH的CT扫描,使用的是公司内部的Respiframe,该系统结合了带指示笔的触觉反馈系统。计划比较了目标覆盖范围、心脏剂量、治疗与屏气同步以及避免交界处重复。结果DIBH-HT计划与FB-HT计划相比,心脏的平均剂量(Dmean)平均减少了34%(3.8 Gy vs 5.7 Gy)。同样,左前降支动脉的最大剂量(D0.02 cc)(平均 12.3 Gy 对 18.1 Gy)和左心室 V5Gy 平均值(13.2% 对 41.1%)也分别减少了 32% 和 67.8%。平均治疗时间为 451.5 秒,中位屏气 8 次;连续屏气之间的交界位置有 3% 重复。在为期 9 个月的中位随访中,没有观察到局部或远处复发。该工作流程通过改变每日屏气时间和避开交界位置来防止交界问题,为左侧乳腺癌的螺旋透视治疗提供了实用的解决方案。
{"title":"Deep inspiratory breath-hold radiotherapy on a Helical Tomotherapy unit: Workflow and early outcomes in patients with left-sided breast cancer","authors":"Sapna Nangia ,&nbsp;Nagarjuna Burela ,&nbsp;Mayur Sawant ,&nbsp;G. Aishwarya ,&nbsp;Patrick Joshua ,&nbsp;Vijay Thiyagarajan ,&nbsp;Utpal Gaikwad ,&nbsp;Dayananda S. Sharma","doi":"10.1016/j.tipsro.2024.100244","DOIUrl":"https://doi.org/10.1016/j.tipsro.2024.100244","url":null,"abstract":"<div><h3>Introduction</h3><p>The clinical implementation of deep inspiratory breath-hold (DIBH) radiotherapy to reduce cardiac exposure in patients with left-sided breast cancer is challenging with helical tomotherapy(HT) and has received little attention. We describe our novel approach to DIBH irradiation in HT using a specially designed frame and manual gating, and compare cardiac substructure doses with the free-breathing (FB) technique.</p></div><div><h3>Material and methods</h3><p>The workflow incorporates staggered junctions and a frame that provides tactile feedback to the patient and monitoring for manual cut-off. The treatment parameters and clinical outcome of 20 patients with left-sided breast cancer who have undergone DIBH radiotherapy as a part of an ongoing prospective registry are reported. All patients underwent CT scans in Free Breathing (FB) and DIBH using the in-house Respiframe, which incorporates a tactile feedback-based system with an indicator pencil. Plans compared target coverage, cardiac doses, synchronizing treatment with breath-hold and avoiding junction repetition. MVCT scans are used for patient alignment.</p></div><div><h3>Results</h3><p>The mean dose (Dmean) to the heart was reduced by an average of 34 % in DIBH-HT compared to FB-HT plans (3.8 Gy vs 5.7 Gy). Similarly, 32 % and 67.8 % dose reduction were noted in the maximum dose (D0.02 cc) of the left anterior descending artery, mean 12.3 Gy vs 18.1 Gy, and mean left ventricle V5Gy 13.2 % vs 41.1 %, respectively. The mean treatment duration was 451.5 sec with a median 8 breath-holds; 3 % junction locations between successive breath-holds were replicated. No locoregional or distant recurrences were observed in the 9-month median follow-up.</p></div><div><h3>Conclusion</h3><p>Our workflow for DIBH with Helical-Tomotherapy addresses patient safety, treatment precision and challenges specific to this treatment unit. The workflow prevents junction issues by varying daily breath-hold durations and avoiding junction locations, providing a practical solution for left-sided breast cancer treatment with HT.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405632424000118/pdfft?md5=bd6a558187b2460535fb61e659cb6622&pid=1-s2.0-S2405632424000118-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140180505","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Radiation Therapist profession through the lens of new technology: A practice development paper based on the ESTRO Radiation Therapist Workshops 从新技术的角度看放射治疗师职业:基于 ESTRO 放射治疗师讲习班的实践发展论文
Q1 Nursing Pub Date : 2024-03-15 DOI: 10.1016/j.tipsro.2024.100243
Michelle Leech , Alaa Abdalqader , Sophie Alexander , Nigel Anderson , Barbara Barbosa , Dylan Callens , Victoria Chapman , Mary Coffey , Maya Cox , Ilija Curic , Jenna Dean , Elizabeth Denney , Maeve Kearney , Vincent W.S. Leung , Martina Mortsiefer , Eleftheria Nirgianaki , Justas Povilaitis , Dimitra Strikou , Kenton Thompson , Maud van den Bosch , Monica Buijs

Technological advances in radiation therapy impact on the role and scope of practice of the radiation therapist. The European Society of Radiotherapy and Oncology (ESTRO) recently held two workshops on this topic and this position paper reflects the outcome of this workshop, which included radiation therapists from all global regions.

Workflows, quality assurance, research, IGRT and ART as well as clinical decision making are the areas of radiation therapist practice that will be highly influenced by advancing technology in the near future. This position paper captures the opportunities that this will bring to the radiation therapist profession, to the practice of radiation therapy and ultimately to patient care.

放射治疗技术的进步对放射治疗师的角色和业务范围产生了影响。工作流程、质量保证、研究、IGRT 和 ART 以及临床决策是放射治疗师的实践领域,在不久的将来,这些领域将受到先进技术的极大影响。这份立场文件捕捉到了这将为放射治疗师行业、放射治疗实践以及最终的患者护理带来的机遇。
{"title":"The Radiation Therapist profession through the lens of new technology: A practice development paper based on the ESTRO Radiation Therapist Workshops","authors":"Michelle Leech ,&nbsp;Alaa Abdalqader ,&nbsp;Sophie Alexander ,&nbsp;Nigel Anderson ,&nbsp;Barbara Barbosa ,&nbsp;Dylan Callens ,&nbsp;Victoria Chapman ,&nbsp;Mary Coffey ,&nbsp;Maya Cox ,&nbsp;Ilija Curic ,&nbsp;Jenna Dean ,&nbsp;Elizabeth Denney ,&nbsp;Maeve Kearney ,&nbsp;Vincent W.S. Leung ,&nbsp;Martina Mortsiefer ,&nbsp;Eleftheria Nirgianaki ,&nbsp;Justas Povilaitis ,&nbsp;Dimitra Strikou ,&nbsp;Kenton Thompson ,&nbsp;Maud van den Bosch ,&nbsp;Monica Buijs","doi":"10.1016/j.tipsro.2024.100243","DOIUrl":"https://doi.org/10.1016/j.tipsro.2024.100243","url":null,"abstract":"<div><p>Technological advances in radiation therapy impact on the role and scope of practice of the radiation therapist. The European Society of Radiotherapy and Oncology (ESTRO) recently held two workshops on this topic and this position paper reflects the outcome of this workshop, which included radiation therapists from all global regions.</p><p>Workflows, quality assurance, research, IGRT and ART as well as clinical decision making are the areas of radiation therapist practice that will be highly influenced by advancing technology in the near future. This position paper captures the opportunities that this will bring to the radiation therapist profession, to the practice of radiation therapy and ultimately to patient care.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405632424000106/pdfft?md5=fd6947bc30845e2ef94559dfd1a93ea0&pid=1-s2.0-S2405632424000106-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140160190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
“Why am I still suffering?”: Experience of long-term fatigue and neurocognitive changes in oropharyngeal cancer survivors following (chemo)radiotherapy "为什么我还在受苦?口咽癌(化疗)放疗后幸存者长期疲劳和神经认知变化的经历
Q1 Nursing Pub Date : 2024-03-08 DOI: 10.1016/j.tipsro.2024.100241
Zsuzsanna Iyizoba-Ebozue , Emma Nicklin , James Price , Robin Prestwich , Sarah Brown , Emma Hall , John Lilley , Matthew Lowe , David J Thomson , Finbar Slevin , Louise Murray , Florien Boele

Background

Late effects of cancer treatment, such as neurocognitive deficits and fatigue, can be debilitating. Other than head and neck–specific functional deficits such as impairments in swallowing and speech, little is known about survivorship after oropharyngeal cancer. This study examines the lived experience of fatigue and neurocognitive deficits in survivors of oropharyngeal squamous cell cancer and impact on their daily lives.

Methods

This work is part of the multicentre mixed method ROC-oN study (Radiotherapy for Oropharyngeal Cancer and impact on Neurocognition), evaluating fatigue and neurocognitive function in patients following radiotherapy +/- chemotherapy for oropharyngeal cancer and impact on quality of life. Semi-structured interviews were conducted in adults treated with radiotherapy (+/-chemotherapy) for oropharyngeal squamous cell carcinoma >/=24 months from completing treatment. Reflexive thematic analysis performed.

Results

21 interviews (11 men and 10 women; median age 58 years and median time post-treatment 5 years) were conducted and analysed, yielding six themes: (1) unexpected burden of fatigue, (2) noticing changes in neurocognitive function, (3) the new normal, (4) navigating changes, (5)insufficient awareness and (6)required support. Participants described fatigue that persisted beyond the acute post-treatment period and changes in neurocognitive abilities across several domains. Paid and unpaid work, emotions and mood were impacted. Participants described navigating the new normal by adopting self-management strategies and accepting external support. They reported lack of recognition of these late effects, being poorly informed and being unprepared. Follow-up services were thought to be inadequate.

Conclusions

Fatigue and neurocognitive impairment were frequently experienced by survivors of oropharyngeal cancer, at least two years after treatment. Patients felt ill-prepared for these late sequelae, highlighting opportunities for improvement of patient information and support services.

背景癌症治疗的晚期影响,如神经认知障碍和疲劳,可能会使人衰弱。除了头颈部特有的功能障碍(如吞咽和语言障碍)外,人们对口咽癌幸存者的生活体验知之甚少。本研究探讨了口咽鳞癌幸存者的疲劳和神经认知功能障碍的生活体验及其对日常生活的影响。这项工作是多中心混合方法 ROC-oN 研究(口咽癌放疗及对神经认知的影响)的一部分,该研究评估了口咽癌放疗 +/- 化疗后患者的疲劳和神经认知功能及其对生活质量的影响。对口咽鳞状细胞癌放疗(+/-化疗)后24个月的成人进行了半结构式访谈。结果共进行了 21 次访谈(男性 11 人,女性 10 人;年龄中位数为 58 岁,治疗后时间中位数为 5 年)并进行了分析,得出了六个主题:(1) 意外的疲劳负担;(2) 注意到神经认知功能的变化;(3) 新常态;(4) 应对变化;(5) 认识不足;(6) 需要支持。参与者描述了治疗后急性期后持续存在的疲劳以及神经认知能力在多个领域的变化。有偿和无偿工作、情绪和心境都受到了影响。参与者描述了通过采取自我管理策略和接受外部支持来适应新常态的情况。他们表示对这些晚期影响缺乏认识,信息不畅,毫无准备。结论口咽癌幸存者在治疗后至少两年内经常出现疲劳和神经认知障碍。患者对这些晚期后遗症准备不足,这凸显了改善患者信息和支持服务的机会。
{"title":"“Why am I still suffering?”: Experience of long-term fatigue and neurocognitive changes in oropharyngeal cancer survivors following (chemo)radiotherapy","authors":"Zsuzsanna Iyizoba-Ebozue ,&nbsp;Emma Nicklin ,&nbsp;James Price ,&nbsp;Robin Prestwich ,&nbsp;Sarah Brown ,&nbsp;Emma Hall ,&nbsp;John Lilley ,&nbsp;Matthew Lowe ,&nbsp;David J Thomson ,&nbsp;Finbar Slevin ,&nbsp;Louise Murray ,&nbsp;Florien Boele","doi":"10.1016/j.tipsro.2024.100241","DOIUrl":"https://doi.org/10.1016/j.tipsro.2024.100241","url":null,"abstract":"<div><h3>Background</h3><p>Late effects of cancer treatment, such as neurocognitive deficits and fatigue, can be debilitating. Other than head and neck–specific functional deficits such as impairments in swallowing and speech, little is known about survivorship after oropharyngeal cancer. This study examines the lived experience of fatigue and neurocognitive deficits in survivors of oropharyngeal squamous cell cancer and impact on their daily lives.</p></div><div><h3>Methods</h3><p>This work is part of the multicentre mixed method ROC-oN study (Radiotherapy for Oropharyngeal Cancer and impact on Neurocognition), evaluating fatigue and neurocognitive function in patients following radiotherapy +/- chemotherapy for oropharyngeal cancer and impact on quality of life. Semi-structured interviews were conducted in adults treated with radiotherapy (+/-chemotherapy) for oropharyngeal squamous cell carcinoma &gt;/=24 months from completing treatment. Reflexive thematic analysis performed.</p></div><div><h3>Results</h3><p>21 interviews (11 men and 10 women; median age 58 years and median time post-treatment 5 years) were conducted and analysed, yielding six themes: (1) <em>unexpected burden of fatigue, (2) noticing changes in neurocognitive function, (3) the new normal, (4) navigating changes, (5)insufficient awareness and (6)required support.</em> Participants described fatigue that persisted beyond the acute post-treatment period and changes in neurocognitive abilities across several domains. Paid and unpaid work, emotions and mood were impacted. Participants described navigating the new normal by adopting self-management strategies and accepting external support. They reported lack of recognition of these late effects, being poorly informed and being unprepared. Follow-up services were thought to be inadequate.</p></div><div><h3>Conclusions</h3><p>Fatigue and neurocognitive impairment were frequently experienced by survivors of oropharyngeal cancer, at least two years after treatment. Patients felt ill-prepared for these late sequelae, highlighting opportunities for improvement of patient information and support services.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405632424000088/pdfft?md5=7b7340b124b26c3e3a2990c76f56bcec&pid=1-s2.0-S2405632424000088-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140113150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of an Advanced Practice Radiation Therapist contouring for a CBCT-based adaptive radiotherapy program 高级放射治疗师对基于 CBCT 的自适应放射治疗计划的影响
Q1 Nursing Pub Date : 2024-03-01 DOI: 10.1016/j.tipsro.2024.100242
Robbie Beckert, Joshua P Schiff, Eric Morris, Pamela Samson, Hyun Kim, Eric Laugeman

We successfully implemented an APRT specializing in CBCT-guided online adaptive contouring. These data show statistical improvements in contouring time with APRT-led vs non-APRT led ART contouring, suggesting that an APRT specifically trained to manage the ART process may reduce physician workload and patient treatment time.

我们成功实施了专门从事 CBCT 引导的在线自适应轮廓治疗的 APRT。这些数据显示,由 APRT 主导的 ART 轮廓塑形与非 APRT 主导的 ART 轮廓塑形相比,在轮廓塑形时间上有统计学上的改善,这表明经过专门培训的 APRT 可以管理 ART 过程,从而减少医生的工作量和患者的治疗时间。
{"title":"The impact of an Advanced Practice Radiation Therapist contouring for a CBCT-based adaptive radiotherapy program","authors":"Robbie Beckert,&nbsp;Joshua P Schiff,&nbsp;Eric Morris,&nbsp;Pamela Samson,&nbsp;Hyun Kim,&nbsp;Eric Laugeman","doi":"10.1016/j.tipsro.2024.100242","DOIUrl":"https://doi.org/10.1016/j.tipsro.2024.100242","url":null,"abstract":"<div><p>We successfully implemented an APRT specializing in CBCT-guided online adaptive contouring. These data show statistical improvements in contouring time with APRT-led vs non-APRT led ART contouring, suggesting that an APRT specifically trained to manage the ART process may reduce physician workload and patient treatment time.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S240563242400009X/pdfft?md5=fefa0f8796ae7ec8341b44982e60ce54&pid=1-s2.0-S240563242400009X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140069529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prospective evaluation of patient-reported anxiety and experiences with adaptive radiation therapy on an MR-linac 前瞻性评估患者报告的焦虑以及在磁共振成像仪上接受适应性放射治疗的体验
Q1 Nursing Pub Date : 2024-03-01 DOI: 10.1016/j.tipsro.2024.100240
Amanda Moreira , Winnie Li , Alejandro Berlin , Cathy Carpino-Rocca , Peter Chung , Leigh Conroy , Jennifer Dang , Laura A. Dawson , Rachel M. Glicksman , Ali Hosni , Harald Keller , Vickie Kong , Patricia Lindsay , Andrea Shessel , Teo Stanescu , Edward Taylor , Jeff Winter , Michael Yan , Daniel Letourneau , Michael Milosevic , Michael Velec

Purpose

An integrated magnetic resonance scanner and linear accelerator (MR-linac) was implemented with daily online adaptive radiation therapy (ART). This study evaluated patient-reported experiences with their overall hospital care as well as treatment in the MR-linac environment.

Methods

Patients pre-screened for MR eligibility and claustrophobia were referred to simulation on a 1.5 T MR-linac. Patient-reported experience measures were captured using two validated surveys. The 15-item MR-anxiety questionnaire (MR-AQ) was administered immediately after the first treatment to rate MR-related anxiety and relaxation. The 40-item satisfaction with cancer care questionnaire rating doctors, radiation therapists, the services and care organization and their outpatient experience was administered immediately after the last treatment using five-point Likert responses. Results were analyzed using descriptive statistics.

Results

205 patients were included in this analysis. Multiple sites were treated across the pelvis and abdomen with a median treatment time per fraction of 46 and 66 min respectively. Patients rated MR-related anxiety as “not at all” (87%), “somewhat” (11%), “moderately” (1%) and “very much so” (1%). Positive satisfaction responses ranged from 78 to 100% (median 93%) across all items. All radiation therapist-specific items were rated positively as 96–100%. The five lowest rated items (range 78–85%) were related to general provision of information, coordination, and communication. Overall hospital care was rated positively at 99%.

Conclusion

In this large, single-institution prospective cohort, all patients had low MR-related anxiety and completed treatment as planned despite lengthy ART treatments with the MR-linac. Patients overall were highly satisfied with their cancer care involving ART using an MR-linac.

目的 通过每日在线自适应放射治疗(ART)实现了磁共振扫描仪和直线加速器(MR-linac)的一体化。本研究评估了患者对医院整体护理以及在磁共振线性加速器环境中接受治疗的体验报告。方法预先筛选出符合磁共振条件和患有幽闭恐惧症的患者,将其转介到 1.5 T 磁共振线性加速器上进行模拟治疗。患者报告的体验测量采用两种经过验证的调查方法。首次治疗后立即进行 15 项 MR 焦虑问卷 (MR-AQ),以评估与 MR 相关的焦虑和放松程度。在最后一次治疗后立即进行 40 项癌症护理满意度问卷调查,对医生、放射治疗师、服务和护理机构及其门诊体验进行评分,采用五点 Likert 式回答。结果205名患者被纳入分析范围。对骨盆和腹部的多个部位进行了治疗,每次治疗的中位时间分别为 46 分钟和 66 分钟。患者对 MR 相关焦虑的评价为 "完全不焦虑"(87%)、"有点焦虑"(11%)、"一般焦虑"(1%)和 "非常焦虑"(1%)。所有项目的正面满意度从 78% 到 100% 不等(中位数为 93%)。所有辐射治疗师特定项目的正面满意度均为 96%-100%。评分最低的五个项目(范围为 78-85%)与信息提供、协调和沟通的一般情况有关。在这一大型单一机构前瞻性队列中,尽管使用 MR-linac 进行了长时间的 ART 治疗,但所有患者与 MR 相关的焦虑程度都很低,并按计划完成了治疗。总体而言,患者对使用 MR-linac 进行抗逆转录病毒疗法的癌症治疗非常满意。
{"title":"Prospective evaluation of patient-reported anxiety and experiences with adaptive radiation therapy on an MR-linac","authors":"Amanda Moreira ,&nbsp;Winnie Li ,&nbsp;Alejandro Berlin ,&nbsp;Cathy Carpino-Rocca ,&nbsp;Peter Chung ,&nbsp;Leigh Conroy ,&nbsp;Jennifer Dang ,&nbsp;Laura A. Dawson ,&nbsp;Rachel M. Glicksman ,&nbsp;Ali Hosni ,&nbsp;Harald Keller ,&nbsp;Vickie Kong ,&nbsp;Patricia Lindsay ,&nbsp;Andrea Shessel ,&nbsp;Teo Stanescu ,&nbsp;Edward Taylor ,&nbsp;Jeff Winter ,&nbsp;Michael Yan ,&nbsp;Daniel Letourneau ,&nbsp;Michael Milosevic ,&nbsp;Michael Velec","doi":"10.1016/j.tipsro.2024.100240","DOIUrl":"https://doi.org/10.1016/j.tipsro.2024.100240","url":null,"abstract":"<div><h3>Purpose</h3><p>An integrated magnetic resonance scanner and linear accelerator (MR-linac) was implemented with daily online adaptive radiation therapy (ART). This study evaluated patient-reported experiences with their overall hospital care as well as treatment in the MR-linac environment.</p></div><div><h3>Methods</h3><p>Patients pre-screened for MR eligibility and claustrophobia were referred to simulation on a 1.5 T MR-linac. Patient-reported experience measures were captured using two validated surveys. The 15-item MR-anxiety questionnaire (MR-AQ) was administered immediately after the first treatment to rate MR-related anxiety and relaxation. The 40-item satisfaction with cancer care questionnaire rating doctors, radiation therapists, the services and care organization and their outpatient experience was administered immediately after the last treatment using five-point Likert responses. Results were analyzed using descriptive statistics.</p></div><div><h3>Results</h3><p>205 patients were included in this analysis. Multiple sites were treated across the pelvis and abdomen with a median treatment time per fraction of 46 and 66 min respectively. Patients rated MR-related anxiety as “not at all” (87%), “somewhat” (11%), “moderately” (1%) and “very much so” (1%). Positive satisfaction responses ranged from 78 to 100% (median 93%) across all items. All radiation therapist-specific items were rated positively as 96–100%. The five lowest rated items (range 78–85%) were related to general provision of information, coordination, and communication. Overall hospital care was rated positively at 99%.</p></div><div><h3>Conclusion</h3><p>In this large, single-institution prospective cohort, all patients had low MR-related anxiety and completed treatment as planned despite lengthy ART treatments with the MR-linac. Patients overall were highly satisfied with their cancer care involving ART using an MR-linac.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405632424000076/pdfft?md5=1efb64100727ab207b0664f1ebdc0113&pid=1-s2.0-S2405632424000076-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139999303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of clinical parallel workflow in online adaptive MR-guided Radiotherapy: A detailed assessment of treatment session times 评估在线自适应磁共振引导放疗的临床并行工作流程:治疗疗程时间的详细评估
Q1 Nursing Pub Date : 2024-02-13 DOI: 10.1016/j.tipsro.2024.100239
Claudio Votta , Sara Iacovone , Gabriele Turco , Valerio Carrozzo , Marica Vagni , Aurora Scalia , Giuditta Chiloiro , Guenda Meffe , Matteo Nardini , Giulia Panza , Lorenzo Placidi , Angela Romano , Patrizia Cornacchione , Maria Antonietta Gambacorta , Luca Boldrini

Introduction

Advancements in MRI-guided radiotherapy (MRgRT) enable clinical parallel workflows (CPW) for online adaptive planning (oART), allowing medical physicists (MPs), physicians (MDs), and radiation therapists (RTTs) to perform their tasks simultaneously. This study evaluates the impact of this upgrade on the total treatment time by analyzing each step of the current 0.35T-MRgRT workflow.

Methods

The time process of the workflow steps for 254 treatment fractions in 0.35 MRgRT was examined. Patients have been grouped based on disease site, breathing modality (BM) (BHI or FB), and fractionation (stereotactic body RT [SBRT] or standard fractionated long course [LC]). The time spent for the following workflow steps in Adaptive Treatment (ADP) was analyzed: Patient Setup Time (PSt), MRI Acquisition and Matching (MRt), MR Re-contouring Time (RCt), Re-Planning Time (RPt), Treatment Delivery Time (TDt). Also analyzed was the timing of treatments that followed a Simple workflow (SMP), without the online re-planning (PSt + MRt + TDt.).

Results

The time analysis revealed that the ADP workflow (median: 34 min) is significantly (p < 0.05) longer than the SMP workflow (19 min). The time required for ADP treatments is significantly influenced by TDt, constituting 40 % of the total time. The oART steps (RCt + RPt) took 11 min (median), representing 27 % of the entire procedure. Overall, 79.2 % of oART fractions were completed in less than 45 min, and 30.6 % were completed in less than 30 min.

Conclusion

This preliminary analysis, along with the comparative assessment against existing literature, underscores the potential of CPW to diminish the overall treatment duration in MRgRT-oART. Additionally, it suggests the potential for CPW to promote a more integrated multidisciplinary approach in the execution of oART.

导言:磁共振成像引导放射治疗(MRgRT)的先进技术实现了在线自适应计划(oART)的临床并行工作流(CPW),使医学物理师(MP)、内科医生(MD)和放射治疗师(RTT)能够同时完成他们的任务。本研究通过分析当前 0.35T MRgRT 工作流程的每个步骤,评估了这一升级对总治疗时间的影响。根据疾病部位、呼吸方式(BM)(BHI 或 FB)和分段(立体定向体部 RT [SBRT] 或标准分段长程 RT [LC])对患者进行分组。对自适应治疗(ADP)中以下工作流程步骤所花费的时间进行了分析:患者设置时间 (PSt)、核磁共振成像采集和匹配时间 (MRt)、核磁共振成像重新构图时间 (RCt)、重新规划时间 (RPt)、治疗实施时间 (TDt)。结果时间分析表明,ADP 工作流程(中位数:34 分钟)明显(p < 0.05)长于 SMP 工作流程(19 分钟)。ADP 处理所需时间受 TDt 影响很大,占总时间的 40%。oART 步骤(RCt + RPt)耗时 11 分钟(中位数),占整个流程的 27%。总体而言,79.2% 的 oART 分段在 45 分钟内完成,30.6% 的分段在 30 分钟内完成。结论这项初步分析以及与现有文献的比较评估强调了 CPW 在缩短 MRgRT-oART 整体治疗时间方面的潜力。此外,它还表明 CPW 有可能促进在实施 oART 时采用更加综合的多学科方法。
{"title":"Evaluation of clinical parallel workflow in online adaptive MR-guided Radiotherapy: A detailed assessment of treatment session times","authors":"Claudio Votta ,&nbsp;Sara Iacovone ,&nbsp;Gabriele Turco ,&nbsp;Valerio Carrozzo ,&nbsp;Marica Vagni ,&nbsp;Aurora Scalia ,&nbsp;Giuditta Chiloiro ,&nbsp;Guenda Meffe ,&nbsp;Matteo Nardini ,&nbsp;Giulia Panza ,&nbsp;Lorenzo Placidi ,&nbsp;Angela Romano ,&nbsp;Patrizia Cornacchione ,&nbsp;Maria Antonietta Gambacorta ,&nbsp;Luca Boldrini","doi":"10.1016/j.tipsro.2024.100239","DOIUrl":"https://doi.org/10.1016/j.tipsro.2024.100239","url":null,"abstract":"<div><h3>Introduction</h3><p>Advancements in MRI-guided radiotherapy (MRgRT) enable clinical parallel workflows (CPW) for online adaptive planning (oART), allowing medical physicists (MPs), physicians (MDs), and radiation therapists (RTTs) to perform their tasks simultaneously. This study evaluates the impact of this upgrade on the total treatment time by analyzing each step of the current 0.35T-MRgRT workflow.</p></div><div><h3>Methods</h3><p>The time process of the workflow steps for 254 treatment fractions in 0.35 MRgRT was examined. Patients have been grouped based on disease site, breathing modality (BM) (BHI or FB), and fractionation (stereotactic body RT [SBRT] or standard fractionated long course [LC]). The time spent for the following workflow steps in Adaptive Treatment (ADP) was analyzed: Patient Setup Time (PSt), MRI Acquisition and Matching (MRt), MR Re-contouring Time (RCt), Re-Planning Time (RPt), Treatment Delivery Time (TDt). Also analyzed was the timing of treatments that followed a Simple workflow (SMP), without the online re-planning (PSt + MRt + TDt.).</p></div><div><h3>Results</h3><p>The time analysis revealed that the ADP workflow (median: 34 min) is significantly (p &lt; 0.05) longer than the SMP workflow (19 min). The time required for ADP treatments is significantly influenced by TDt, constituting 40 % of the total time. The oART steps (RCt + RPt) took 11 min (median), representing 27 % of the entire procedure. Overall, 79.2 % of oART fractions were completed in less than 45 min, and 30.6 % were completed in less than 30 min.</p></div><div><h3>Conclusion</h3><p>This preliminary analysis, along with the comparative assessment against existing literature, underscores the potential of CPW to diminish the overall treatment duration in MRgRT-oART. Additionally, it suggests the potential for CPW to promote a more integrated multidisciplinary approach in the execution of oART.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405632424000064/pdfft?md5=0c2b643d3bd934625d7fb6a271b2d272&pid=1-s2.0-S2405632424000064-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139748503","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The value of PROMs for predicting erectile dysfunction in prostate cancer patients with Bayesian network 用贝叶斯网络预测前列腺癌患者勃起功能障碍的 PROMs 价值
Q1 Nursing Pub Date : 2024-02-13 DOI: 10.1016/j.tipsro.2024.100234

Purpose

This study aims to develop and externally validate a clinically plausible Bayesian network structure to predict one-year erectile dysfunction in prostate cancer patients by combining expert knowledge with evidence from data using clinical and Patient-reported outcome measures (PROMs) data. In addition, compare and contrast structures that stem from PROM information and routine clinical data.

Summary of background

For men with localized prostate cancer, choosing the optimal treatment can be challenging since each option comes with different side effects, such as erectile dysfunction, which negatively impacts their quality of life. Our previous findings demonstrate that logistic regression models are able to identify patients at high risk of erectile dysfunction. However, methods such as Bayesian networks may be more successful, as they intricately represent the causal relations between the variables.

Patients and methods

946 prostate cancer patients from 65 Dutch hospitals were considered to develop the Bayesian network structure. Continuous variables were discretized before analysis based on expert opinions and literature. Patients with missing information and variables with more than 25% of missing information were excluded. Prostate cancer treating physicians first determined the relationships (arcs) between the available variables. The structures were then modified based on algorithmically derived structures using the hill-climbing algorithm. Structural Performance was evaluated based on the area under the curve (AUC) values and calibration plots on the training and test data.

Results

BMI and prostate volume via MRI were excluded from this analysis due to their high percentage of missingness (>45 %). The final cohort was reduced to 505 and 216 after excluding 157 and 68 patients with missing information, respectively. The AUC of the PROM structure was better than the clinical structure in both the train and test data. The structure that combined both sources of information had an AUC value of 0.94 (0.92 – 0.96) and 0.84171 (0.77 91) in the train and test data, respectively.

Conclusion

Bayesian network structures derived from PROM information by complimenting expert knowledge with evidence from the data produce a clinically plausible structure that is more performant than structures from clinical data. Our study supports the growing global recognition of incorporating the patient’s perspective in outcomes research for better decision-making and optimal outcomes. However, a structure that combines both sources of information gives a more holistic view of the patient with actionable insights and improved discriminative power.

目的本研究旨在通过将专家知识与来自临床和患者报告结果测量(PROMs)数据的证据相结合,开发并从外部验证一种临床上可行的贝叶斯网络结构,以预测前列腺癌患者一年后的勃起功能障碍。背景概述对于患有局部前列腺癌的男性患者来说,选择最佳治疗方案是一项挑战,因为每种方案都会带来不同的副作用,如勃起功能障碍,这对他们的生活质量造成了负面影响。我们之前的研究结果表明,逻辑回归模型能够识别勃起功能障碍的高风险患者。然而,贝叶斯网络等方法可能会更成功,因为它们错综复杂地体现了变量之间的因果关系。患者和方法946名来自荷兰65家医院的前列腺癌患者被纳入贝叶斯网络结构的考虑范围。在分析前,根据专家意见和文献对连续变量进行了离散化处理。缺失信息的患者和缺失信息超过 25% 的变量被排除在外。前列腺癌主治医生首先确定可用变量之间的关系(弧)。然后根据算法得出的结构,使用爬山算法对结构进行修改。结构性能根据曲线下面积(AUC)值以及训练和测试数据的校准图进行评估。结果BMI和通过核磁共振成像检查的前列腺体积由于漏检率较高(45%)而被排除在本次分析之外。在分别剔除了 157 名和 68 名信息缺失患者后,最终队列减少到 505 人和 216 人。在训练数据和测试数据中,PROM 结构的 AUC 均优于临床结构。结合两种信息来源的结构在训练数据和测试数据中的 AUC 值分别为 0.94 (0.92 - 0.96) 和 0.84171 (0.77 91)。我们的研究支持了全球日益增长的认识,即在结果研究中纳入患者视角,以更好地做出决策并获得最佳结果。然而,将两种信息来源结合起来的结构能提供更全面的患者视角,具有可操作的洞察力和更强的判别能力。
{"title":"The value of PROMs for predicting erectile dysfunction in prostate cancer patients with Bayesian network","authors":"","doi":"10.1016/j.tipsro.2024.100234","DOIUrl":"10.1016/j.tipsro.2024.100234","url":null,"abstract":"<div><h3>Purpose</h3><p>This study aims to develop and externally validate a clinically plausible Bayesian network structure to predict one-year erectile dysfunction in prostate cancer patients by combining expert knowledge with evidence from data using clinical and Patient-reported outcome measures (PROMs) data. In addition, compare and contrast structures that stem from PROM information and routine clinical data.</p></div><div><h3>Summary of background</h3><p>For men with localized prostate cancer, choosing the optimal treatment can be challenging since each option comes with different side effects, such as erectile dysfunction, which negatively impacts their quality of life. Our previous findings demonstrate that logistic regression models are able to identify patients at high risk of erectile dysfunction. However, methods such as Bayesian networks may be more successful, as they intricately represent the causal relations between the variables.</p></div><div><h3>Patients and methods</h3><p>946 prostate cancer patients from 65 Dutch hospitals were considered to develop the Bayesian network structure. Continuous variables were discretized before analysis based on expert opinions and literature. Patients with missing information and variables with more than 25% of missing information were excluded. Prostate cancer treating physicians first determined the relationships (arcs) between the available variables. The structures were then modified based on algorithmically derived structures using the hill-climbing algorithm. Structural Performance was evaluated based on the area under the curve (AUC) values and calibration plots on the training and test data.</p></div><div><h3>Results</h3><p>BMI and prostate volume via MRI were excluded from this analysis due to their high percentage of missingness (<em>&gt;</em>45 %). The final cohort was reduced to 505 and 216 after excluding 157 and 68 patients with missing information, respectively. The AUC of the PROM structure was better than the clinical structure in both the train and test data. The structure that combined both sources of information had an AUC value of 0.94 (0.92 – 0.96) and 0.84171 (0.77 91) in the train and test data, respectively.</p></div><div><h3>Conclusion</h3><p>Bayesian network structures derived from PROM information by complimenting expert knowledge with evidence from the data produce a clinically plausible structure that is more performant than structures from clinical data. Our study supports the growing global recognition of incorporating the patient’s perspective in outcomes research for better decision-making and optimal outcomes. However, a structure that combines both sources of information gives a more holistic view of the patient with actionable insights and improved discriminative power.</p></div>","PeriodicalId":36328,"journal":{"name":"Technical Innovations and Patient Support in Radiation Oncology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405632424000015/pdfft?md5=ed1c7bec71a7939a8365bb03d3dfe0a9&pid=1-s2.0-S2405632424000015-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139811701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Technical Innovations and Patient Support in Radiation Oncology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1