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Dosimetric advantages of adaptive IMPT vs. Enhanced workload and treatment time – A need for automation 自适应 IMPT 的剂量学优势与增加工作量和治疗时间的对比--需要自动化。
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-28 DOI: 10.1016/j.radonc.2024.110548
Michelle Oud , Sebastiaan Breedveld , Marta Giżyńska , Yi Hsuan Chen , Steven Habraken , Zoltán Perkó , Ben Heijmen , Mischa Hoogeman

Introduction

In head-and-neck IMPT, trigger-based offline plan adaptation (Offlinetrigger-based) is often used. Our goal was to compare this to four alternative adaptive strategies for dosimetry, workload and treatment time, considering also foreseen further technological advancements, including anticipated automation.

Materials and methods

Alternative strategies included weekly offline re-planning (Offlineweekly), daily plan selection from a library (Librarystatic and Libraryprogsressive) and a fast, approximate daily online re-optimization approach (Onlinere-opt). Impact on CTV coverage and NTCPs was assessed by simulations based on repeat-CTs from 15 patients. Full daily re-planning was used as dosimetric benchmark. Increases in workload and treatment time were estimated.

Results

Both for coverage and NTCPs, fast Onlinere-opt performed as well as full re-planning. Compared to current practice, Onlinere-opt showed enhanced probabilities for high coverage, and resulted in reductions in grade ≥ II NTCPs of 4.6 ± 1.7 %-point for xerostomia and 4.2 ± 2.3 %-point for dysphagia. Offlineweekly and library strategies did not show coverage enhancements and resulted in smaller NTCP improvements. Further automation can largely limit workload and treatment time increases. With anticipated further automation, adaptation-related workload of Offlineweekly, Librarystatic, Libraryprogressive, and Onlinere-opt was expected to increase by 3, 8, 21, and 66 h for 35 fraction treatment courses compared to Offlinetrigger-based. The corresponding adaptation-related prolonged treatment times were estimated to be 0, 4, 6, and 29 min/fraction.

Conclusion

Online adaptive strategies could approach dosimetric quality of full re-planning at the cost of additional workload and prolonged treatment time compared to the current offline adaptive strategy. Automation needs to play a key role in making more complex adaptive approaches feasible.
前言头颈部 IMPT 通常采用基于触发的离线计划适应(Offlinetrigger-based)。我们的目标是将其与剂量测定、工作量和治疗时间方面的四种备选适应策略进行比较,同时考虑到可预见的进一步技术进步,包括预期的自动化:替代策略包括每周离线重新规划(Offlineweekly)、每日从库中选择计划(Librarystatic 和 Libraryprogsressive)以及快速、近似的每日在线重新优化方法(Onlinere-opt)。根据 15 名患者的重复 CT 进行模拟,评估了对 CTV 覆盖率和 NTCP 的影响。全日重新规划被用作剂量基准。结果:结果:在覆盖率和NTCPs方面,快速Onlinere-opt的表现与全面重新规划不相上下。与目前的做法相比,Onlinere-opt 显示出更高的高覆盖率,并使口腔异物感和吞咽困难的≥II 级 NTCP 分别降低了 4.6 ± 1.7% 点和 4.2 ± 2.3% 点。离线每周策略和图书馆策略没有显示出覆盖率的提高,NTCP 的改善幅度也较小。进一步自动化可在很大程度上限制工作量和治疗时间的增加。在预期进一步自动化的情况下,与基于离线触发的治疗相比,离线每周、Librarystatic、Libraryprogressive 和 Onlinere-opt 的适应性相关工作量预计在 35 个分数治疗疗程中分别增加 3、8、21 和 66 小时。相应的适应性延长治疗时间估计为0、4、6和29分钟/分次:与目前的离线自适应策略相比,在线自适应策略可以接近完全重新规划的剂量学质量,但代价是额外的工作量和治疗时间的延长。要使更复杂的自适应方法变得可行,自动化需要发挥关键作用。
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引用次数: 0
Effects of dopamine receptor antagonists and radiation on mouse neural stem/progenitor cells 多巴胺受体拮抗剂和辐射对小鼠神经干/祖细胞的影响
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-27 DOI: 10.1016/j.radonc.2024.110562
Ling He , Kruttika Bhat , Angeliki Ioannidis , Frank Pajonk

Background

Dopamine receptor antagonists have recently been identified as potential anti-cancer agents in combination with radiation, and a first drug of this class is in clinical trials against pediatric glioma. Radiotherapy causes cognitive impairment primarily by eliminating neural stem/progenitor cells and subsequent loss of neurogenesis, along with inducing inflammation, vascular damage, and synaptic alterations. Here, we tested the combined effects of dopamine receptor antagonists and radiation on neural stem/progenitor cells.

Methods

Using transgenic mice that report the presence of neural stem/progenitor cells through Nestin promoter-driven expression of EGFP, the effects of dopamine receptor antagonists alone or in combination with radiation on neural stem/progenitor cells were assessed in sphere-formation assays, extreme limiting dilution assays, flow cytometry and real-time PCR in vitro and in vivo in both sexes.

Results

We report that hydroxyzine and trifluoperazine exhibited sex-dependent effects on murine newborn neural stem/progenitor cells in vitro. In contrast, amisulpride, nemonapride, and quetiapine, when combined with radiation, significantly increased the number of neural stem/progenitor cells in both sexes. In vivo, trifluoperazine showed sex-dependent effects on adult neural stem/progenitor cells, while amisulpride demonstrated significant effects in both sexes. Further, amisulpride increased sphere forming capacity and stem cell frequency in both sexes when compared to controls.

Conclusion

We conclude that a therapeutic window for dopamine receptor antagonists in combination with radiation potentially exists, making it a novel combination therapy against glioblastoma. Normal tissue toxicity following this treatment scheme likely differs depending on age and sex and should be taken into consideration when designing clinical trials.
背景:多巴胺受体拮抗剂最近被确定为与放疗联合使用的潜在抗癌药物,该类药物的第一种已进入针对小儿胶质瘤的临床试验阶段。放疗主要通过消除神经干/祖细胞和随后的神经发生损失,以及诱发炎症、血管损伤和突触改变而导致认知障碍。在此,我们测试了多巴胺受体拮抗剂和辐射对神经干/祖细胞的联合影响:方法:利用通过 Nestin 启动子驱动表达 EGFP 来报告神经干/祖细胞存在的转基因小鼠,通过球形成试验、极限稀释试验、流式细胞术和实时 PCR,在体外和体内评估了多巴胺受体拮抗剂单独或与辐射联合使用对神经干/祖细胞的影响:结果:我们报告说,羟嗪和三氟拉嗪在体外对小鼠新生神经干/祖细胞有性别依赖性影响。相反,氨磺必利、奈莫必利和喹硫平与辐射结合使用时,可显著增加雌雄神经干/祖细胞的数量。在体内,三氟拉嗪对成体神经干细胞/祖细胞的影响与性别有关,而氨磺必利则对两性都有显著影响。此外,与对照组相比,氨磺必利提高了两性的球体形成能力和干细胞频率:我们得出的结论是,多巴胺受体拮抗剂与放射线联合治疗可能存在治疗窗口,使其成为一种新型的胶质母细胞瘤联合疗法。采用这种治疗方案后,正常组织的毒性可能因年龄和性别而异,因此在设计临床试验时应加以考虑。
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引用次数: 0
Aims+Scope/Editorial Board/ Publication information 宗旨+范围/编委会/出版信息
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-26 DOI: 10.1016/S0167-8140(24)03530-8
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引用次数: 0
The EORTC 22922/10925 trial investigating regional nodal irradiation in stage I-III breast cancer: Outcomes according to locoregional and systemic therapies EORTC 22922/10925 试验调查了 I-III 期乳腺癌的区域性结节照射:根据局部和全身疗法得出的结果。
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-26 DOI: 10.1016/j.radonc.2024.110563
Orit Kaidar-Person , Liesbeth J. Boersma , Peter De Brouwer , Caroline Weltens , Carine Kirkove , Karine Peignaux-Casasnovas , Volker Budach , Femke van der Leij , Max Peters , Nicola Weidner , Sofia Rivera , Geertjan van Tienhoven , Alain Fourquet , Georges Noel , Mariacarla Valli , Matthias Guckenberger , Eveline Koiter , Severine Racadot , Roxolyana Abdah-Bortnyak , Harry Bartelink , Philip M. Poortmans
The EORTC 22922/10925 trial aimed to investigate the impact on overall survival (OS) of elective internal mammary and medial supraclavicular (IM-MS) radiation therapy (RT) in breast cancer stage I–III. Surgery for the primary tumour and axillary lymph nodes, chest wall RT, boost RT after whole breast RT in breast conserving therapy (BCT), RT to operated axilla, and systemic therapy were per physician’s preference. The aim of the current analysis is to assess breast cancer outcomes according to different locoregional and systemic therapy used in the trial.

Material/Methods

Data with a median follow-up of 15.7 years were extracted from the trial’s case report forms. Kaplan-Meier curves of disease-free and OS and cumulative incidence curves of breast cancer events were produced. An exploratory analysis of the effect of the type of locoregional and systemic therapy on breast cancer outcomes was conducted using the Cox model or the Fine & Gray model accounting for competing risks, both models being adjusted for baseline patient and disease characteristics and treatment. The significance level was set at 5 %, 2-sided.

Results

Of the 4,004 patients included, 625 (16%) did not receive any postoperative systemic therapy, 1,185 (30%) received endocrine therapy only, 994 (25%) chemotherapy only, and 1,200 (30%) both chemotherapy and endocrine therapy, without differences between the randomisation arms.
Administration and type of therapy was associated with age, menopausal status, clinical T- and N-stage and ER status (p < 0.0001). Local control was better with mastectomy (with/without postmastectomy RT) as compared to BCT, but mastectomy was associated with more distant metastasis (DM) as first event. Similarly, DM as first event occurred more in the BCT group that received a boost as compared to no boost and in those who received RT to the lower axillary level. IM-MS RT reduced significantly regional recurrences and improved disease-free survival in a sensitivity stratified analysis. OS was worse with mastectomy as compared to BCT and with irradiation of the axilla but better with sentinel node dissection and adjuvant combined chemo and hormonal therapy.

Conclusion

Different components of therapy influenced the site of first event. IM-MS RT improved outcomes in different breast cancer outcomes were most probably related that the group were balanced due to the trial arms and stratification methods.
EORTC 22922/10925试验旨在研究乳腺癌I-III期患者选择性乳腺内和锁骨上内侧(IM-MS)放疗(RT)对总生存期(OS)的影响。原发肿瘤和腋窝淋巴结手术、胸壁RT、保乳治疗(BCT)中全乳RT后的增强RT、手术腋窝RT以及全身治疗均由医生决定。目前的分析旨在根据试验中使用的不同局部和全身疗法评估乳腺癌的治疗效果:从试验的病例报告表中提取了中位随访15.7年的数据。制作了无病生存期和总生存期的卡普兰-梅耶尔曲线以及乳腺癌事件的累积发生率曲线。使用 Cox 模型或 Fine & Gray 模型(考虑竞争风险)对局部和全身治疗类型对乳腺癌预后的影响进行了探索性分析,这两种模型都对患者和疾病的基线特征以及治疗方法进行了调整。显著性水平设定为 5%,双侧:在纳入的 4004 例患者中,625 例(16%)术后未接受任何系统治疗,1185 例(30%)仅接受内分泌治疗,994 例(25%)仅接受化疗,1200 例(30%)同时接受化疗和内分泌治疗,随机分组之间无差异。治疗方法和类型与年龄、绝经状态、临床T期和N期以及ER状态有关(P 结论:不同的治疗方法会影响雌激素水平:不同的治疗方法会影响首次发病的部位。IM-MS RT改善了不同乳腺癌的治疗效果,这很可能与试验臂和分层方法造成的组间平衡有关。
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引用次数: 0
Prediction of new-onset atrial fibrillation in patients with non-small cell lung cancer treated with curative-intent conventional radiotherapy 非小细胞肺癌患者接受根治性常规放射治疗后新发心房颤动的预测
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-26 DOI: 10.1016/j.radonc.2024.110544
Fariba Tohidinezhad , Leonard Nürnberg , Femke Vaassen , Rachel MA ter Bekke , Hugo JWL Aerts , Lizza El Hendriks , Andre Dekker , Dirk De Ruysscher , Alberto Traverso

Background

Atrial fibrillation (AF) is an important side effect of thoracic Radiotherapy (RT), which may impair quality of life and survival. This study aimed to develop a prediction model for new-onset AF in patients with Non-Small Cell Lung Cancer (NSCLC) receiving RT alone or as a part of their multi-modal treatment.

Patients and Methods

Patients with stage I-IV NSCLC treated with curative-intent conventional photon RT were included. The baseline electrocardiogram (ECG) was compared with follow-up ECGs to identify the occurrence of new-onset AF. A wide range of potential clinical predictors and dose-volume measures on the whole heart and six automatically contoured cardiac substructures, including chambers and conduction nodes, were considered for statistical modeling. Internal validation with optimism-correction was performed. A nomogram was made.

Results

374 patients (mean age 69 ± 10 years, 57 % male) were included. At baseline, 9.1 % of patients had AF, and 42 (11.2 %) patients developed new-onset AF. The following parameters were predictive: older age (OR=1.04, 95 % CI: 1.013–1.068), being overweight or obese (OR=1.791, 95 % CI: 1.139–2.816), alcohol use (OR=4.052, 95 % CI: 2.445–6.715), history of cardiac procedures (OR=2.329, 95 % CI: 1.287–4.215), tumor located in the upper lobe (OR=2.571, 95 % CI: 1.518–4.355), higher forced expiratory volume in 1 s (OR=0.989, 95 % CI: 0.979–0.999), higher creatinine (OR=1.008, 95 % CI: 1.002–1.014), concurrent chemotherapy (OR=3.266, 95 % CI: 1.757 to 6.07) and left atrium Dmax (OR=1.022, 95 % CI: 1.012–1.032). The model showed good discrimination (area under the curve = 0.80, 95 % CI: 0.76–0.84), calibration and positive net benefits.

Conclusion

This prediction model employs readily available predictors to identify patients at high risk of new-onset AF who could potentially benefit from active screening and timely management of post-RT AF.
背景 心房颤动(AF)是胸部放疗(RT)的一个重要副作用,可能会影响生活质量和生存。本研究旨在开发一种预测模型,用于预测单独接受 RT 或作为多模式治疗一部分的非小细胞肺癌(NSCLC)患者新发房颤。将基线心电图(ECG)与随访心电图进行比较,以确定新发房颤的发生情况。在建立统计模型时,考虑了各种潜在的临床预测因素以及整个心脏和六个自动轮廓心脏亚结构(包括心腔和传导节点)的剂量-体积测量。通过乐观校正进行了内部验证。结果共纳入 374 名患者(平均年龄 69 ± 10 岁,57% 为男性)。基线时,9.1% 的患者患有房颤,42 例(11.2%)患者为新发房颤。以下参数具有预测作用:年龄较大(OR=1.04,95 % CI:1.013-1.068)、超重或肥胖(OR=1.791,95 % CI:1.139-2.816)、饮酒(OR=4.052,95 % CI:2.445-6.715)、心脏手术史(OR=2.329,95 % CI:1.287-4.215)、肿瘤位于上叶(OR=2.571,95 % CI:1.518-4.355)、1 秒内用力呼气量较高(OR=0.989,95 % CI:0.979-0.999)、肌酐较高(OR=1.008,95 % CI:1.002-1.014)、同时接受化疗(OR=3.266,95 % CI:1.757-6.07)和左心房 Dmax(OR=1.022,95 % CI:1.012-1.032)。该模型显示出良好的区分度(曲线下面积 = 0.80,95 % CI:0.76-0.84)、校准和正净效益。结论该预测模型采用了现成的预测指标来识别新发房颤的高风险患者,这些患者有可能从积极筛查和及时处理 RT 后房颤中获益。
{"title":"Prediction of new-onset atrial fibrillation in patients with non-small cell lung cancer treated with curative-intent conventional radiotherapy","authors":"Fariba Tohidinezhad ,&nbsp;Leonard Nürnberg ,&nbsp;Femke Vaassen ,&nbsp;Rachel MA ter Bekke ,&nbsp;Hugo JWL Aerts ,&nbsp;Lizza El Hendriks ,&nbsp;Andre Dekker ,&nbsp;Dirk De Ruysscher ,&nbsp;Alberto Traverso","doi":"10.1016/j.radonc.2024.110544","DOIUrl":"10.1016/j.radonc.2024.110544","url":null,"abstract":"<div><h3>Background</h3><div>Atrial fibrillation (AF) is an important side effect of thoracic Radiotherapy (RT), which may impair quality of life and survival. This study aimed to develop a prediction model for new-onset AF in patients with Non-Small Cell Lung Cancer (NSCLC) receiving RT alone or as a part of their multi-modal treatment.</div></div><div><h3>Patients and Methods</h3><div>Patients with stage I-IV NSCLC treated with curative-intent conventional photon RT were included. The baseline electrocardiogram (ECG) was compared with follow-up ECGs to identify the occurrence of new-onset AF. A wide range of potential clinical predictors and dose-volume measures on the whole heart and six automatically contoured cardiac substructures, including chambers and conduction nodes, were considered for statistical modeling. Internal validation with optimism-correction was performed. A nomogram was made.</div></div><div><h3>Results</h3><div>374 patients (mean age 69 ± 10 years, 57 % male) were included. At baseline, 9.1 % of patients had AF, and 42 (11.2 %) patients developed new-onset AF. The following parameters were predictive: older age (OR=1.04, 95 % CI: 1.013–1.068), being overweight or obese (OR=1.791, 95 % CI: 1.139–2.816), alcohol use (OR=4.052, 95 % CI: 2.445–6.715), history of cardiac procedures (OR=2.329, 95 % CI: 1.287–4.215), tumor located in the upper lobe (OR=2.571, 95 % CI: 1.518–4.355), higher forced expiratory volume in 1 s (OR=0.989, 95 % CI: 0.979–0.999), higher creatinine (OR=1.008, 95 % CI: 1.002–1.014), concurrent chemotherapy (OR=3.266, 95 % CI: 1.757 to 6.07) and left atrium D<sub>max</sub> (OR=1.022, 95 % CI: 1.012–1.032). The model showed good discrimination (area under the curve = 0.80, 95 % CI: 0.76–0.84), calibration and positive net benefits.</div></div><div><h3>Conclusion</h3><div>This prediction model employs readily available predictors to identify patients at high risk of new-onset AF who could potentially benefit from active screening and timely management of post-RT AF.</div></div>","PeriodicalId":21041,"journal":{"name":"Radiotherapy and Oncology","volume":"201 ","pages":"Article 110544"},"PeriodicalIF":4.9,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142327999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Feasibility, safety and outcomes of stereotactic radiotherapy for ultra-central thoracic oligometastatic disease guided by linear endobronchial ultrasound-inserted fiducials 在线性支气管内超声插入靶标引导下对超中央胸腔少转移性疾病进行立体定向放射治疗的可行性、安全性和疗效。
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-25 DOI: 10.1016/j.radonc.2024.110547
Calvin Sidhu , Colin Tang , Alison Scott , Hema Yamini Ramamurty , Lokesh Yagnik , Sue Morey , Martin Phillips , Angela Jacques , Rajesh Thomas

Background & purpose

Local treatment of oligometastases has been found to improve survival and prognosis. Stereotactic body radiotherapy (SBRT) has emerged as a treatment option for oligometastases but its use in ultra-central (UC) areas can cause significant toxicity and mortality. Fiducial markers (FM) can be used to improve SBRT accuracy, and can be inserted in the central thorax using linear endobronchial ultrasound (EBUS) bronchoscopy. Outcomes of FM-guided SBRT for UC thoracic oligometastases is unknown.

Methods

A single-centre retrospective study investigating the feasibility, safety and outcomes of both linear EBUS-inserted FMs and subsequent FM-guided SBRT for UC-oligometastatic disease. Motion analyses of FMs were also performed.

Results

Thirty outpatients underwent 32 EBUS-FM insertion procedures with 100 % success, and no major procedural mortality or morbidity. Minor complications were 4.8 % incidence of delayed FM-displacement. UC FM-guided SBRT was completed in 20 patients with 99.9 % fractions delivered. Median SBRT dose delivered was 40 Gy over a median of 8 fractions. Majority of adverse events were Grade 1 and there was no SBRT-related mortality. Local control with SBRT was 95 %, with overall survival at 1-year and 3-years of 90 % and 56.3 % respectively. Median overall survival after SBRT was 43.6 months. FM movements in UC areas were recorded being greatest in the superior-inferior axis.

Conclusion

Combined linear EBUS sampling and FM-insertion in UC thoracic oligometastatic disease is feasible and safe. UC-SBRT to oligometastases using FM guidance was found to have minimal complications and associated with moderate survival up to 3 years post-treatment.
背景与目的:对寡转移灶进行局部治疗可提高生存率并改善预后。立体定向体放射治疗(SBRT)已成为寡转移灶的一种治疗方法,但在超中央(UC)区域使用这种疗法会导致严重的毒性和死亡率。惰性标记(FM)可用于提高 SBRT 的准确性,并可通过线性支气管内超声(EBUS)支气管镜插入胸腔中央。FM引导的SBRT治疗UC胸腔寡转移瘤的效果尚不清楚:这是一项单中心回顾性研究,调查了线性 EBUS 插入调频和随后调频引导的 SBRT 治疗 UC-寡转移疾病的可行性、安全性和疗效。此外,还对调频装置进行了运动分析:30名门诊患者接受了32次EBUS-调频插入手术,成功率100%,无重大手术死亡率或发病率。轻微并发症是调频延迟移位,发生率为 4.8%。20 名患者在 UC 调频引导下完成了 SBRT 治疗,99.9% 的分次治疗成功。SBRT的中位剂量为40 Gy,中位分次为8次。大部分不良反应为一级,没有发生与 SBRT 相关的死亡事件。SBRT的局部控制率为95%,1年和3年的总生存率分别为90%和56.3%。SBRT 治疗后的中位总生存期为 43.6 个月。根据记录,UC区域的调频移动在上-下轴最大:结论:在UC胸腔少见转移性疾病中结合线性EBUS取样和调频插入是可行且安全的。使用调频引导对少转移灶进行 UC-SBRT 治疗,发现并发症极少,治疗后 3 年的存活率中等。
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引用次数: 0
Is full-automation in radiotherapy treatment planning ready for take off? 全自动放射治疗计划是否已准备就绪?
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-24 DOI: 10.1016/j.radonc.2024.110546
Dylan Callens , Ciaran Malone , Antony Carver , Christian Fiandra , Mark J. Gooding , Stine S. Korreman , Joana Matos Dias , Richard A. Popple , Humberto Rocha , Wouter Crijns , Carlos E. Cardenas
Radiotherapy treatment planning is undergoing a transformation with the increasing integration of automation. This transition draws parallels with the aviation industry, which has a long-standing history of addressing challenges and opportunities introduced by automated systems. Both fields witness a shift from manual operations to systems capable of operating independently, raising questions about the risks and evolving role of humans within automated workflows. In response to this shift, a working group assembled during the ESTRO Physics Workshop 2023, reflected on parallels to draw lessons for radiotherapy. A taxonomy is proposed, leveraging insights from aviation, that outlines the observed levels of automation within the context of radiotherapy and their corresponding implications for human involvement. Among the common identified risks associated with automation integration are complacency, overreliance, attention tunneling, data overload, a lack of transparency and training. These risks require mitigation strategies. Such strategies include ensuring role complementarity, introducing checklists and safety requirements for human-automation interaction and using automation for cognitive unload and workflow management. Focusing on already automated processes, such as dose calculation and auto-contouring as examples, we have translated lessons learned from aviation. It remains crucial to strike a balance between automation and human involvement. While automation offers the potential for increased efficiency and accuracy, it must be complemented by human oversight, expertise, and critical decision-making. The irreplaceable value of human judgment remains, particularly in complex clinical situations. Learning from aviation, we identify a need for human factors engineering research in radiation oncology and a continued requirement for proactive incident learning.
随着自动化程度的不断提高,放射治疗计划正在经历一场变革。这一转变与航空业有着相似之处,后者在应对自动化系统带来的挑战和机遇方面有着悠久的历史。这两个领域都经历了从人工操作到能够独立运行的系统的转变,从而引发了关于人类在自动化工作流程中的风险和角色演变的问题。为了应对这一转变,在 ESTRO 2023 物理研讨会期间成立的工作组对相似之处进行了反思,以吸取放射治疗方面的经验教训。工作组利用从航空业中获得的经验,提出了一种分类法,概述了在放射治疗中观察到的自动化水平及其对人类参与的相应影响。与自动化整合相关的常见风险包括自满、过度依赖、注意力隧道、数据超载、缺乏透明度和培训。这些风险需要采取缓解策略。这些策略包括确保角色互补、为人机交互引入检查表和安全要求,以及利用自动化进行认知卸载和工作流程管理。我们以已经实现自动化的流程(如剂量计算和自动轮廓分析)为例,将从航空业中吸取的经验教训进行了转化。在自动化和人工参与之间取得平衡仍然至关重要。虽然自动化有可能提高效率和准确性,但必须辅之以人工监督、专业知识和关键决策。人的判断仍然具有不可替代的价值,尤其是在复杂的临床情况下。从航空业中汲取经验,我们发现放射肿瘤学需要进行人为因素工程研究,并继续要求进行主动事件学习。
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引用次数: 0
Five-year results of the very accelerated partial breast irradiation VAPBI phase I-II GEC-ESTRO trial 极加速乳腺部分照射 VAPBI I-II 期 GEC-ESTRO 试验的五年结果
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-24 DOI: 10.1016/j.radonc.2024.110543
Jose Luis Guinot , Cristina Gutierrez-Miguelez , Norbert Meszaros , Victor Gonzalez-Perez , Miguel Angel Santos , Dina Najjari , Andrea Slocker , Tibor Major , Csaba Polgar

Background and purpose

The standard partial breast postoperative treatment for early breast carcinomas with multi-catheter interstitial brachytherapy (MIBT) requires 7–8 fractions in 4–5 days as used in the APBI GEC-ESTRO phase III trial. In 2017 the GEC-ESTRO Breast Cancer Working Group started a Phase I-II trial to study if very accelerated partial breast irradiation (VAPBI) using 3–4 fractions could be equivalent.

Material

81 patients with low-risk invasive carcinomas underwent high dose rate MIBT. Mean age was 68 (51–90); 33 women received 4 fractions of 6.25 Gy in 2–3 days, and 48 subsequent patients 3 fractions of 7.45 Gy in 2 days, 36 perioperatively and 45 postoperatively.

Results

Median follow-up was 62 months, with 5-year actuarial breast recurrence of 3.4 % (two cases). One patient died due to metastasis. Pigmentation changes in the entrance of tubes remained visible only in 12.3 % in long term (skin G1 toxicity). Fibrosis or slight induration (G1) in 22.2 % and G2 in 9.9 %. No case of telangiectasia has been described. Cosmetic outcome is good or excellent in 95 % and fair in 5 %. Four tumors located in the retroareolar area showed nipple retraction.

Conclusion

VAPBI with MIBT using four fractions of 6.25 Gy or three fractions of 7.45 Gy in two or three days offers good local control, with a 5-year rate of fibrosis G2 similar to the GEC ESTRO phase III trial. VAPBI in two days is a good choice to decrease the total time of treatment, which is beneficial for the patient and reduces the workload.
背景和目的多导管间质近距离放射(MIBT)治疗早期乳腺癌的标准乳腺部分术后治疗需要在4-5天内进行7-8次分次治疗,如APBI GEC-ESTROⅢ期试验中使用的方法。2017年,GEC-ESTRO乳腺癌工作组启动了一项I-II期试验,研究使用3-4个分段的极加速乳腺部分照射(VAPBI)是否与之相当。材料81例低风险浸润性癌患者接受了高剂量率MIBT。平均年龄为68岁(51-90岁);33名女性患者在2-3天内接受了4次6.25 Gy的分次照射,48名患者在2天内接受了3次7.45 Gy的分次照射,其中36名患者在围手术期接受,45名患者在术后接受。结果平均随访时间为62个月,5年精算乳腺复发率为3.4%(2例)。一名患者因转移而死亡。只有12.3%的患者在长期治疗后仍能看到管道入口处的色素变化(皮肤G1毒性)。22.2%的患者出现纤维化或轻微压痕(G1),9.9%的患者出现 G2。没有出现毛细血管扩张的病例。美容效果良好或极佳的占 95%,一般的占 5%。结论VAPBI与MIBT结合使用,在两天或三天内使用四次6.25 Gy或三次7.45 Gy的分次剂量,可提供良好的局部控制,5年纤维化G2率与GEC ESTRO III期试验相似。两天内进行 VAPBI 是一个不错的选择,可缩短治疗总时间,这对患者有利,也减轻了工作量。
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引用次数: 0
Quantifying and visualising uncertainty in deep learning-based segmentation for radiation therapy treatment planning: What do radiation oncologists and therapists want? 量化和可视化基于深度学习的放疗治疗计划分割中的不确定性:放射肿瘤学家和治疗师想要什么?
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-24 DOI: 10.1016/j.radonc.2024.110545
M. Huet-Dastarac , N.M.C. van Acht , F.C. Maruccio , J.E. van Aalst , J.C.J. van Oorschodt , F. Cnossen , T.M. Janssen , C.L. Brouwer , A. Barragan Montero , C.W. Hurkmans

Background and purpose

During the ESTRO 2023 physics workshop on “AI for the fully automated radiotherapy treatment chain”, the topic of deep learning (DL) segmentation was discussed. Despite its widespread use in radiotherapy, the time needed to evaluate and correct DL segmentations remains burdensome. While segmentation uncertainty could be beneficial for clinicians, there is a lack of understanding on what information should be presented to ease their task. This study aimed to gather insights from clinicians on uncertainty visualisation options.

Materials and methods

Two sessions of structured interviews were conducted across four institutions already using DL segmentation clinically. The first session focused on the main problems hindering the clinical use of DL. In the second session, ten visualisation options displaying uncertainty information at different levels (structure, slice, or voxel) with binary or continuous values were presented. Dosimetric information was also present in some visualisations. For each case, sixteen clinicians (radiation oncologists and radiation therapists) were asked to grade an overall score, the usability, the training required, and the expected time gain.

Results

Participants preferred the binary voxel-level uncertainty visualisation, followed by binary structure-level uncertainty visualisation. Combining structure-level and voxel-level visualisation methods has been proposed as a promising approach. The benefits of dosimetric information were perceived diversely among participants since it complexifies the display but could be useful for the online adaptive workflow.

Conclusion

Preferences for uncertainty visualisation methods were assessed within a multi-institutional experienced group of clinicians. Further refinement of preferences may help in selecting the best options for clinical implementation.
背景和目的在 ESTRO 2023 物理研讨会 "全自动放射治疗链的人工智能 "上,讨论了深度学习(DL)分割的主题。尽管深度学习在放疗中得到了广泛应用,但评估和纠正深度学习分割所需的时间仍然十分繁重。虽然分割的不确定性可能对临床医生有益,但对于应提供哪些信息以减轻他们的任务却缺乏了解。本研究旨在收集临床医生对不确定性可视化选项的见解。材料和方法对已在临床上使用 DL 分割的四家机构进行了两次结构化访谈。第一次访谈的重点是阻碍 DL 临床应用的主要问题。在第二个环节中,介绍了十种可视化选项,这些选项显示了不同层面(结构、切片或体素)的不确定性信息,并带有二进制或连续值。一些可视化选项还显示了剂量信息。对于每种情况,16 名临床医生(放射肿瘤学家和放射治疗专家)被要求对总体得分、可用性、所需培训和预期时间收益进行评分。结果参与者更喜欢二进制体素级不确定性可视化,其次是二进制结构级不确定性可视化。将结构级和体素级可视化方法结合起来是一种很有前途的方法。参与者对剂量信息的益处看法不一,因为它使显示复杂化,但对在线自适应工作流程可能有用。对偏好的进一步细化可能有助于为临床实施选择最佳方案。
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引用次数: 0
Commentary on Bentsen et al.'s study of rib fracture risk after stereotactic body radiotherapy. 评论 Bentsen 等人对立体定向体放射治疗后肋骨骨折风险的研究。
IF 4.9 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-19 DOI: 10.1016/j.radonc.2024.110536
Ahmet Oguz Tugcu, Galip Dogukan Dogru, Cemal Ugur Dursun
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引用次数: 0
期刊
Radiotherapy and Oncology
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