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Pharyngeal mucositis and esophagitis after re-irradiation spine stereotactic body radiotherapy with 24 Gy in two fractions 24 Gy脊柱立体定向放射治疗后的咽黏膜炎和食管炎
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-22 DOI: 10.1016/j.ctro.2025.101100
Kei Ito , Kentaro Taguchi , Yujiro Nakajima , Keiko Nemoto Murofushi

Background

Pharyngeal mucositis and esophagitis incidence following re-irradiation stereotactic body radiotherapy (SBRT) for spinal metastases remains unclear. We retrospectively examined their incidence and risk factors after re-irradiation SBRT to clarify organ tolerance.

Methods and materials

Patients who underwent spine SBRT following prior conventional radiotherapy were included if the SBRT delivered more than 10 Gy to the pharynx or esophagus. SBRT dose was limited to 24 Gy in two fractions. Dose constraints were pharyngeal D1 cc < 20, esophageal D2.5 cc < 19, and D0.035 cc < 24 Gy. The primary endpoint was pharyngeal mucositis and esophagitis occurrence. Patient demographics, clinical factors, and dose-volume parameters were analyzed as predictors of symptomatic toxicities.

Results

Ninety-three patients were included (60 males; median age, 66 years). The median follow-up was 15 (range: 3–111) months. One patient with grade 3 toxicity (1 %) was observed, with no grade 4–5 toxicities. Grade 1 (symptomatic) pharyngeal mucositis occurred in 58 % (14/24) of patients, and grade 2 esophagitis occurred in 27 % (23/85). Clinical factors and symptomatic toxicities were not significantly associated. The estimated Dmax values corresponding to a 20 % risk of symptomatic toxicity were 16.6 Gy for the pharynx and 22.8 Gy for the esophagus.

Conclusions

Grade ≥ 3 pharyngeal mucositis and esophagitis were rare; the current dose constraints are safe for re-irradiated spine SBRT. Reducing the pharyngeal and esophageal maximum doses may be helpful among patients for whom avoiding symptomatic mucositis is particularly important.
背景:脊柱转移瘤再照射立体定向放射治疗(SBRT)后咽粘膜炎和食管炎的发生率尚不清楚。我们回顾性检查SBRT再照射后的发生率和危险因素,以阐明器官耐受。方法和材料:在先前的常规放疗后,如果SBRT向咽部或食道输送超过10 Gy,则纳入了接受脊柱SBRT的患者。SBRT剂量限制在24 Gy,分为两部分。剂量限制为咽部D1 cc <; 20,食道D2.5 cc < 19, D0.035 cc < 24 Gy。主要终点是咽部粘膜炎和食管炎的发生。分析患者人口统计学、临床因素和剂量-体积参数作为症状毒性的预测因素。结果纳入93例患者,其中男性60例,中位年龄66岁。中位随访为15个月(范围:3-111个月)。观察到1例3级毒性(1%),无4-5级毒性。58%(14/24)的患者出现1级(症状性)咽黏膜炎,27%(23/85)的患者出现2级食管炎。临床因素与症状毒性无显著相关性。对应20%症状毒性风险的估计Dmax值为咽部16.6 Gy和食道22.8 Gy。结论≥3级咽黏膜炎、食管炎少见;目前的剂量限制对于再照射的脊柱SBRT是安全的。减少咽部和食道最大剂量可能对避免症状性粘膜炎特别重要的患者有帮助。
{"title":"Pharyngeal mucositis and esophagitis after re-irradiation spine stereotactic body radiotherapy with 24 Gy in two fractions","authors":"Kei Ito ,&nbsp;Kentaro Taguchi ,&nbsp;Yujiro Nakajima ,&nbsp;Keiko Nemoto Murofushi","doi":"10.1016/j.ctro.2025.101100","DOIUrl":"10.1016/j.ctro.2025.101100","url":null,"abstract":"<div><h3>Background</h3><div>Pharyngeal mucositis and esophagitis incidence following re-irradiation stereotactic body radiotherapy (SBRT) for spinal metastases remains unclear. We retrospectively examined their incidence and risk factors after re-irradiation SBRT to clarify organ tolerance.</div></div><div><h3>Methods and materials</h3><div>Patients who underwent spine SBRT following prior conventional radiotherapy were included if the SBRT delivered more than 10 Gy to the pharynx or esophagus. SBRT dose was limited to 24 Gy in two fractions. Dose constraints were pharyngeal D<sub>1 cc</sub> &lt; 20, esophageal D<sub>2.5 cc</sub> &lt; 19, and D<sub>0.035 cc</sub> &lt; 24 Gy. The primary endpoint was pharyngeal mucositis and esophagitis occurrence. Patient demographics, clinical factors, and dose-volume parameters were analyzed as predictors of symptomatic toxicities.</div></div><div><h3>Results</h3><div>Ninety-three patients were included (60 males; median age, 66 years). The median follow-up was 15 (range: 3–111) months. One patient with grade 3 toxicity (1 %) was observed, with no grade 4–5 toxicities. Grade 1 (symptomatic) pharyngeal mucositis occurred in 58 % (14/24) of patients, and grade 2 esophagitis occurred in 27 % (23/85). Clinical factors and symptomatic toxicities were not significantly associated. The estimated D<sub>max</sub> values corresponding to a 20 % risk of symptomatic toxicity were 16.6 Gy for the pharynx and 22.8 Gy for the esophagus.</div></div><div><h3>Conclusions</h3><div>Grade ≥ 3 pharyngeal mucositis and esophagitis were rare; the current dose constraints are safe for re-irradiated spine SBRT. Reducing the pharyngeal and esophageal maximum doses may be helpful among patients for whom avoiding symptomatic mucositis is particularly important.</div></div>","PeriodicalId":10342,"journal":{"name":"Clinical and Translational Radiation Oncology","volume":"57 ","pages":"Article 101100"},"PeriodicalIF":2.7,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145837694","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}
引用次数: 0
Stereotactic Body Radiotherapy vs. Metastasectomy for Soft Tissue and Bone Sarcoma Lung Metastases – A Systematic Review analyzing Safety and Efficacy 立体定向放射治疗与肺转移性软组织和骨肉瘤的转移切除术-安全性和有效性的系统评价分析
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-20 DOI: 10.1016/j.ctro.2025.101097
Lena Kretzschmar , Maksym Fritsak , Philip Heesen , Astrid Heusel , Sylvie Bonvalot , Matthias Guckenberger , Aisha Miah , Falk Röder , Maria Anna Smolle , Sebastian M. Christ , Siyer Roohani

Background

Pulmonary metastases (PM) develop in ∼ 30 % of sarcoma patients after curative therapy and confer poor prognosis. Surgery and stereotactic body radiotherapy (SBRT) are viable local ablative options, but direct comparative data is limited. This systematic review evaluates oncologic outcomes and toxicities of surgery versus SBRT for sarcoma-derived PM.

Materials and methods

We systematically reviewed Medline and references for studies of sarcoma-PM treated with surgery or SBRT according to PRISMA, including publications up to 13th May 2025. Outcomes included local control (LC), progression-/disease-free survival (PFS/DFS), overall survival (OS), and toxicities, with OS data harmonized for pooled analysis.

Results

Fifty-eight mostly retrospective studies comprising 4,787 patients were included. LC, PFS, and DFS were heterogeneously reported but generally similar. Three-year weighted median LC was 89.6 % (surgery, 2 studies) vs. 87.8 % (SBRT, 15 studies). Reporting on PFS/DFS was limited: Four-year-PFS 21 % (SBRT) vs. 28 % (surgery, 1 study each); 5-year-DFS 12 % (SBRT, 1 study) vs. 19 % (surgery, 9 studies). SBRT toxicities were generally ≤ CTCAE grade 3, while surgery occasionally caused grade 4–5 events. 5-year-OS showed no significant difference: 31.6 % for SBRT [95 %-CI 23.9–41.5 %], 37.8 % for surgery [95 %-CI 30–41.9 %].

Conclusion

Evidence indicates SBRT and surgery provide comparable outcomes for sarcoma- PM, with SBRT offering a more favorable toxicity profile. Though heterogeneous indications and incomplete reporting limit comparability, SBRT should not be viewed solely as fallback for surgically ineligible patients. Treatment should be individualized within a multidisciplinary expert team, integrating patient- and modality-specific factors. Well-designed prospective trials are needed to define relative safety and efficacy.
背景:约30%的肉瘤患者在根治性治疗后发生肺转移(PM),预后较差。手术和立体定向放射治疗(SBRT)是可行的局部消融选择,但直接比较数据有限。本系统综述评估了手术与SBRT治疗肉瘤源性PM的肿瘤预后和毒性。材料和方法我们系统地回顾了Medline和参考文献,根据PRISMA,包括截至2025年5月13日的出版物,通过手术或SBRT治疗肉瘤pm的研究。结果包括局部控制(LC)、进展/无病生存(PFS/DFS)、总生存(OS)和毒性,OS数据统一用于汇总分析。结果共纳入58项回顾性研究,4787例患者。LC、PFS和DFS的报道各不相同,但大体相似。3年加权中位LC为89.6%(手术,2项研究)对87.8% (SBRT, 15项研究)。PFS/DFS的报道是有限的:四年PFS 21% (SBRT) vs 28%(手术,各1项研究);5年dfs 12% (SBRT, 1项研究)vs. 19%(手术,9项研究)。SBRT毒性一般为≤CTCAE 3级,而手术偶尔会引起4-5级事件。5年os无显著差异:SBRT组为31.6% [95% -CI 23.9 - 41.5%],手术组为37.8% [95% -CI 30 - 41.9%]。结论:有证据表明,SBRT和手术治疗肉瘤- PM的结果相当,SBRT具有更有利的毒性。尽管适应症的异质性和不完整的报告限制了可比性,但SBRT不应仅仅被视为手术不合格患者的后备方案。治疗应在多学科专家团队中进行个体化,整合患者和模式特异性因素。需要精心设计的前瞻性试验来确定相对安全性和有效性。
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引用次数: 0
Differential regulation of radioadaptation by quercetin between human normal and cancer cells 槲皮素对人正常细胞和癌细胞辐射适应的差异调节
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-17 DOI: 10.1016/j.ctro.2025.101099
Chujie Li , Xiaojun Li , Rianne Biemans , Rui Zhang , Ming Zhang , Ludwig J. Dubois

Objective

Radiotherapy is a primary treatment for many cancers, but its efficacy is often limited by collateral damage to healthy tissues. Radioadaptation, a phenomenon where low-dose radiotherapy (LDRT) enhances a cell’s ability to withstand subsequent high-dose radiation, occurs in normal cells but is generally absent in cancer cells. Quercetin, a natural flavonoid with antioxidant and anticancer properties, has been proposed as a potential radiomodulator. This study aimed to investigate whether quercetin could differentially regulate the radioadaptive response in human normal breast epithelial versus breast cancer cells.

Methods

Cell viability, clonogenic survival, oxidative stress, and DNA damage responses were assessed in MCF10A and MCF7 cells following treatment with LDRT (0.1 Gy), quercetin, and high-dose radiation. NQO1 and NRF2 expression levels were measured using RT-qPCR, Western blotting, and immunofluorescence. DNA damage was evaluated by γ-H2AX foci and p-ATM levels.

Results

In MCF10A cells, LDRT pre-treatment enhanced resistance to subsequent radiation, which was further potentiated by quercetin, as shown by increased cell viability (p = 0.007), increased surviving fraction (enhancement ratio = 0.85, at 10 % surviving fraction), enhanced adaptation at 4 h on NQO1 mRNA (p < 0.01) and protein expression (p < 0.01), with a modest effect at 24 h on NQO1 mRNA (p = 0.890) and protein (p = 0.453) and reduced ROS level at 24 h (p = 0.021). Quercetin promoted NRF2 delocalization (p = 0.005). In contrast, MCF7 cells showed no radioadaptive response, and quercetin even increased radiosensitivity (enhancement ratio of surviving fraction = 1.12, at 10 surviving fraction) by maintaining ROS levels and DNA damage.

Conclusion

Quercetin selectively enhances radioadaptation in normal cells by activating antioxidant pathways and reducing DNA damage, while preserving or amplifying radiosensitivity in cancer cells. These findings support quercetin may serve as a potential radiomodulating agent with favorable safety for increasing the therapeutic window of radiotherapy.
目的放射治疗是许多癌症的主要治疗方法,但其疗效往往受到健康组织附带损伤的限制。放射适应是一种低剂量放射治疗(LDRT)增强细胞承受随后高剂量辐射的能力的现象,发生在正常细胞中,但在癌细胞中通常不存在。槲皮素是一种具有抗氧化和抗癌特性的天然类黄酮,被认为是一种潜在的辐射调节剂。本研究旨在探讨槲皮素是否能在人类正常乳腺上皮细胞和乳腺癌细胞中调节辐射适应性反应的差异。方法观察低剂量辐射(0.1 Gy)、槲皮素和高剂量辐射对MCF10A和MCF7细胞的细胞活力、克隆存活、氧化应激和DNA损伤反应。采用RT-qPCR、Western blotting和免疫荧光检测NQO1和NRF2的表达水平。用γ-H2AX聚焦和p-ATM水平评价DNA损伤。ResultsIn MCF10A细胞,LDRT预处理增强抵抗随后辐射,进一步会使槲皮素,如通过增加细胞活力(p = 0.007),增加存活分数(增强率= 0.85,10%幸存的分数),增强适应在4 h NQO1 mRNA (p & lt; 0.01)和蛋白表达(p & lt; 0.01),用温和的效果在24小时NQO1 mRNA (p = 0.890)和蛋白质(p = 0.453),减少ROS水平在24 h (p = 0.021)。槲皮素促进NRF2离域(p = 0.005)。相反,MCF7细胞没有放射适应性反应,槲皮素甚至通过维持ROS水平和DNA损伤来增加放射敏感性(存活分数为10时,增强比为1.12)。结论槲皮素通过激活抗氧化途径和减少DNA损伤,选择性地增强正常细胞的放射适应性,同时保持或增强癌细胞的放射敏感性。这些结果支持槲皮素可能作为一种潜在的放射性调节剂,具有良好的安全性,可以增加放疗的治疗窗口期。
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引用次数: 0
Dosimetric comparison between brachytherapy and MR-Linac as a boost modality for locally advanced cervical cancer 近距离治疗和MR-Linac作为局部晚期宫颈癌增强方式的剂量学比较
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-17 DOI: 10.1016/j.ctro.2025.101098
Renske van Noortwijk, Petra S. Kroon, Katelijne M. van Vliet-van den Ende, Erik H. Brondijk, Gonda G. Sikkes, Alexis N.T.J. Kotte, Ina M. Jürgenliemk-Schulz, Femke van der Leij, Astrid L.H.M.W. van Lier

Background and purpose

Standard treatment for locally advanced cervical cancer (LACC) is chemoradiotherapy followed by a brachytherapy (BT) boost. However, BT is not always feasible and magnetic resonance (MR)-guided adaptive radiotherapy on the MR-Linac (MRL) might be an alternative. To investigate the dosimetric feasibility of MRL, BT and MRL treatment plans were compared intra-patient in terms of dosimetric differences, next to anatomical and conformity variations.

Materials and methods

Two groups of ten patients with LACC treated with BT boost were selected: group 1 included patients for which at least one clinically established (EMBRACE II) treatment planning constraint was not achieved during BT, in group 2 all planning constraints were achieved.
BT treatment plans were compared with MRL treatment plans (based on MRI scans without applicator in place) intra-patient, in terms of dose-volume histogram (DVH) parameters, target-to-OAR (organ at risk) surface distances and conformity ratios.

Results

Group 1 resulted in similar prescribed target dose levels for MRL compared to BT, for group 2 all prescribed target dose levels were significantly higher for BT. Rectum D2cm3 was higher for all MRL treatment plans. Volumes of higher dose levels were larger for BT, volumes of lower dose levels were larger for MRL and the CTVHR to OAR (rectum, sigmoid, bowel) surface distance was greater for BT.

Conclusion

This retrospective study demonstrates that with an MRL boost plan, in some situations it is possible to achieve established planning constraints. However, as rectum doses are higher and dose distributions are fundamentally different, BT remains the modality of choice. Clinical trials are necessary to investigate the influence of the MRL dose distribution on oncological outcomes.
背景和目的局部晚期宫颈癌(LACC)的标准治疗是放化疗加近距离放疗(BT)增强。然而,BT并不总是可行的,磁共振(MR)引导的MR- linac (MRL)自适应放疗可能是一种替代方法。为了研究MRL的剂量学可行性,比较了BT和MRL治疗方案在患者内部的剂量学差异,其次是解剖和一致性差异。材料与方法选择两组10例LACC患者,每组10例:1组患者在BT治疗期间未达到至少一项临床建立的(EMBRACE II)治疗计划约束,2组患者均达到所有计划约束。在剂量-体积直方图(DVH)参数、靶- oar(危险器官)表面距离和符合性比率方面,将BT治疗方案与患者内部MRL治疗方案(基于无涂抹器的MRI扫描)进行比较。结果1组MRL的处方目标剂量水平与BT相似,2组BT的处方目标剂量水平均显著高于BT,各MRL治疗方案的直肠D2cm3均较高。BT的高剂量水平体积更大,MRL的低剂量水平体积更大,BT的CTVHR到OAR(直肠、乙状结肠、肠道)表面距离更大。结论本回顾性研究表明,在某些情况下,MRL增强计划有可能达到既定的计划限制。然而,由于直肠剂量更高,剂量分布根本不同,BT仍然是选择的方式。临床试验是研究MRL剂量分布对肿瘤预后影响的必要条件。
{"title":"Dosimetric comparison between brachytherapy and MR-Linac as a boost modality for locally advanced cervical cancer","authors":"Renske van Noortwijk,&nbsp;Petra S. Kroon,&nbsp;Katelijne M. van Vliet-van den Ende,&nbsp;Erik H. Brondijk,&nbsp;Gonda G. Sikkes,&nbsp;Alexis N.T.J. Kotte,&nbsp;Ina M. Jürgenliemk-Schulz,&nbsp;Femke van der Leij,&nbsp;Astrid L.H.M.W. van Lier","doi":"10.1016/j.ctro.2025.101098","DOIUrl":"10.1016/j.ctro.2025.101098","url":null,"abstract":"<div><h3>Background and purpose</h3><div>Standard treatment for locally advanced cervical cancer (LACC) is chemoradiotherapy followed by a brachytherapy (BT) boost. However, BT is not always feasible and magnetic resonance (MR)-guided adaptive radiotherapy on the MR-Linac (MRL) might be an alternative. To investigate the dosimetric feasibility of MRL, BT and MRL treatment plans were compared intra-patient in terms of dosimetric differences, next to anatomical and conformity variations.</div></div><div><h3>Materials and methods</h3><div>Two groups of ten patients with LACC treated with BT boost were selected: group 1 included patients for which at least one clinically established (EMBRACE II) treatment planning constraint was not achieved during BT, in group 2 all planning constraints were achieved.</div><div>BT treatment plans were compared with MRL treatment plans (based on MRI scans without applicator in place) intra-patient, in terms of dose-volume histogram (DVH) parameters, target-to-OAR (organ at risk) surface distances and conformity ratios.</div></div><div><h3>Results</h3><div>Group 1 resulted in similar prescribed target dose levels for MRL compared to BT, for group 2 all prescribed target dose levels were significantly higher for BT. Rectum D2cm<sup>3</sup> was higher for all MRL treatment plans. Volumes of higher dose levels were larger for BT, volumes of lower dose levels were larger for MRL and the CTV<sub>HR</sub> to OAR (rectum, sigmoid, bowel) surface distance was greater for BT.</div></div><div><h3>Conclusion</h3><div>This retrospective study demonstrates that with an MRL boost plan, in some situations it is possible to achieve established planning constraints. However, as rectum doses are higher and dose distributions are fundamentally different, BT remains the modality of choice. Clinical trials are necessary to investigate the influence of the MRL dose distribution on oncological outcomes.</div></div>","PeriodicalId":10342,"journal":{"name":"Clinical and Translational Radiation Oncology","volume":"57 ","pages":"Article 101098"},"PeriodicalIF":2.7,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145798322","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}
引用次数: 0
Clinical practice, barriers to implementation, and priorities for equitable access of Stereotactic Body Radiation Therapy: An analysis of the global status by the ESTRO SBRT Focus Group 临床实践、实施障碍和公平获得立体定向全身放射治疗的优先事项:ESTRO SBRT焦点小组对全球现状的分析
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-14 DOI: 10.1016/j.ctro.2025.101096
Ciro Franzese , Stephanie Tanadini-Lang , Dirk Verellen , Lisa Wiersema , Juliane Hörner-Rieber , Alejandra Méndez Romero , David Pasquier , Anna Bruynzeel , Judit Boda-Heggemann , Tom Depuydt , Patrik Sibolt , Najma Douir , Łukasz Kuncman , Casper Beijst , Harley Stephens , Carolina de la Pinta , Francesco Cuccia , Maaike Milder , Luca Nicosia , Hiroshi Onishi , Marta Scorsetti

Background

Stereotactic Body Radiation Therapy (SBRT) has become an established treatment for several primary and metastatic malignancies; however, considerable heterogeneity remains in its definition, clinical indications, and technical delivery.

Methods

In May 2025, the SBRT Focus Group of the European Society for Radiotherapy and Oncology (ESTRO), in collaboration with International Stereotactic Radiosurgery Society (ISRS), the Radiosurgery Society (RSS), and the Japanese Society for Radiation Oncology (JASTRO), conducted a global survey. A 44-item questionnaire explored SBRT indications, technical aspects, dose/fractionation, and barriers to implementation. Descriptive statistics summarized the responses.

Results

Overall, 289 professionals from 59 countries participated. Routine use of SBRT was reported by 96.6 % of respondents, with lung, bone, liver and prostate as the most frequent indications. Pancreatic tumor (48.4 %), renal cell carcinoma (46.4 %), and ventricular tachycardia (12.4 %) represented emerging indications. C-arm linacs (89.2 %) and in-room Cone beam CT (CBCT) (92.0 %) were the dominant technologies. Motion management relied mainly on 4D-CT internal target volume (ITV) (88.9 %) and deep inspiration breath-hold (DIBH) (57.8 %). Fractionation was consistent for lung and prostate but heterogeneous for liver, and pancreas. Only 3.5 % reported routine use of online adaptive SBRT, while 61.5 % reported artificial intelligence (AI) use, mainly for organs-at-risk delineation. Key barriers included limited clinical trial funding (35.2 %), high equipment costs (34.2 %), insufficient reimbursement (27.7 %), and workforce shortages (33.9 %).

Conclusions

This ESTRO international survey provides the first global overview of SBRT practices. It demonstrates broad adoption but also substantial variability, highlighting the need for consensus guidelines, greater trial access, and expanded education to harmonize SBRT delivery and ensure equitable care worldwide.
背景:立体定向放射治疗(SBRT)已成为几种原发性和转移性恶性肿瘤的既定治疗方法;然而,在其定义、临床适应症和技术交付方面仍存在相当大的异质性。方法2025年5月,欧洲放射与肿瘤学会(ESTRO)的SBRT焦点小组与国际立体定向放射外科学会(ISRS)、放射外科学会(RSS)和日本放射肿瘤学会(JASTRO)合作,进行了一项全球调查。一份44项调查问卷探讨了SBRT的适应症、技术方面、剂量/分离和实施障碍。描述性统计总结了这些反应。结果共有来自59个国家的289名专业人士参与。96.6%的应答者报告常规使用SBRT,肺、骨、肝和前列腺是最常见的适应症。胰腺肿瘤(48.4%)、肾细胞癌(46.4%)和室性心动过速(12.4%)是新出现的适应症。c臂直线机(89.2%)和室内锥束CT(92.0%)是主要技术。运动管理主要依靠4D-CT内靶容积(ITV)(88.9%)和深吸气屏气(DIBH)(57.8%)。肺和前列腺的分型一致,但肝和胰腺的分型不一致。只有3.5%的人报告常规使用在线自适应SBRT,而61.5%的人报告使用人工智能(AI),主要用于危险器官的描绘。主要障碍包括临床试验资金有限(35.2%)、设备成本高(34.2%)、报销不足(27.7%)和劳动力短缺(33.9%)。这项ESTRO国际调查首次提供了SBRT实践的全球概况。它显示了广泛的采用,但也存在很大的差异,强调需要达成共识的指导方针,扩大试验的可及性,并扩大教育,以协调SBRT的提供并确保全世界的公平护理。
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引用次数: 0
Pan-Cancer profiling of ferroptosis-related genes reveals prognostic biomarkers and sex-specific associations 铁中毒相关基因的泛癌分析揭示了预后生物标志物和性别特异性关联
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-12 DOI: 10.1016/j.ctro.2025.101095
Max Samuel, Laure Marignol

Aims

To evaluate the association of ferroptosis-related gene expression with overall survival (OS) across multiple cancer types and explore their relationship to biological sex and radiation therapy (RT) outcomes.

Methods

Ferroptosis regulators were identified through a literature review and cross-referenced with the FerrDb database, yielding 55 candidate genes. Five cancers commonly treated with RT were selected. Kaplan-Meier analyses were performed to assess OS associations for each gene, with hazard ratios (HR) and p-values recorded. Segregated analysis according to biological sex were conducted on candidate genes. The analysis was repeated in a cohort of RT treated lung cancer patients.

Results

Across five cancers commonly treated with radiation therapy (RT), 18–35 of 55 ferroptosis-related genes were significantly associated with overall survival (OS). GLS2 and BECN1 were significantly associated with improved OS in all five cancers. SLC7A11 was significant in four cancers and generally associated with poorer OS. Sex differences in the association between these three genes and OS were detected. In RT-treated lung cancer patients (n = 65), HSPB1, GLS2 and GPX4 were associated with improved OS, SLC7A11 with worse OS.

Conclusions

This study provides first evidence of sex-differences in ferroptosis-related gene expression with potential clinical relevance. This pan-cancer resource links ferroptosis-related genes to survival outcomes and highlights SLC7A11, BECN1, and GLS2 as high-priority candidates for future mechanistic and clinical studies. Integrating sex as a biological variable into study design and interpretation will enhance clinical relevance.
目的评估多种癌症类型中嗜铁相关基因表达与总生存期(OS)的关系,并探讨其与生物学性别和放射治疗(RT)结果的关系。方法通过文献回顾和FerrDb数据库交叉比对,鉴定出55个候选基因。我们选择了五种常用放射疗法治疗的癌症。Kaplan-Meier分析评估每个基因与OS的关联,记录风险比(HR)和p值。对候选基因按生物性别进行分离分析。在一组接受放射疗法治疗的肺癌患者中重复了这一分析。结果在5种常用放射治疗(RT)的癌症中,55个铁中毒相关基因中有18-35个与总生存率(OS)显著相关。GLS2和BECN1与所有五种癌症的OS改善显著相关。SLC7A11在四种癌症中具有显著意义,通常与较差的OS相关。检测到这三个基因与OS的相关性存在性别差异。在接受rt治疗的肺癌患者(n = 65)中,HSPB1、GLS2和GPX4与OS改善相关,SLC7A11与OS恶化相关。结论本研究首次证实了嗜铁病相关基因表达的性别差异,并具有潜在的临床意义。这一泛癌症资源将铁凋亡相关基因与生存结果联系起来,并强调SLC7A11、BECN1和GLS2是未来机制和临床研究的优先候选基因。将性别作为生物学变量纳入研究设计和解释将增强临床相关性。
{"title":"Pan-Cancer profiling of ferroptosis-related genes reveals prognostic biomarkers and sex-specific associations","authors":"Max Samuel,&nbsp;Laure Marignol","doi":"10.1016/j.ctro.2025.101095","DOIUrl":"10.1016/j.ctro.2025.101095","url":null,"abstract":"<div><h3>Aims</h3><div>To evaluate the association of ferroptosis-related gene expression with overall survival (OS) across multiple cancer types and explore their relationship to biological sex and radiation therapy (RT) outcomes.</div></div><div><h3>Methods</h3><div>Ferroptosis regulators were identified through a literature review and cross-referenced with the FerrDb database, yielding 55 candidate genes. Five cancers commonly treated with RT were selected. Kaplan-Meier analyses were performed to assess OS associations for each gene, with hazard ratios (HR) and p-values recorded. Segregated analysis according to biological sex were conducted on candidate genes. The analysis was repeated in a cohort of RT treated lung cancer patients.</div></div><div><h3>Results</h3><div>Across five cancers commonly treated with radiation therapy (RT), 18–35 of 55 ferroptosis-related genes were significantly associated with overall survival (OS). <em>GLS2</em> and <em>BECN1</em> were significantly associated with improved OS in all five cancers. <em>SLC7A11</em> was significant in four cancers and generally associated with poorer OS. Sex differences in the association between these three genes and OS were detected. In RT-treated lung cancer patients (n = 65), <em>HSPB1</em>, <em>GLS2</em> and <em>GPX4</em> were associated with improved OS, <em>SLC7A11</em> with worse OS.</div></div><div><h3>Conclusions</h3><div>This study provides first evidence of sex-differences in ferroptosis-related gene expression with potential clinical relevance. This pan-cancer resource links ferroptosis-related genes to survival outcomes and highlights <em>SLC7A11</em>, <em>BECN1</em>, and <em>GLS2</em> as high-priority candidates for future mechanistic and clinical studies. Integrating sex as a biological variable into study design and interpretation will enhance clinical relevance.</div></div>","PeriodicalId":10342,"journal":{"name":"Clinical and Translational Radiation Oncology","volume":"57 ","pages":"Article 101095"},"PeriodicalIF":2.7,"publicationDate":"2025-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145798240","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}
引用次数: 0
Benefit of prophylactic pelvic irradiation in intermediate-risk prostate cancer: A multicenter retrospective study (iPPAPI) 多中心回顾性研究(iPPAPI):预防盆腔照射治疗中危前列腺癌的益处
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-06 DOI: 10.1016/j.ctro.2025.101093
Charles Raynaud , Rafik Nebbache , Yazid Belkacemi , Cyrus Chargari , Catherine Durdux , Christophe Hennequin , Florence Huguet , Laurent Quero , Jean-Emmanuel Bibault
Context.
Prostate cancer (PCa) is the most common urologic malignancy in men, with most cases diagnosed at a localized stage. The benefit of whole-pelvic radiotherapy (WPRT) to eradicate subclinical nodal disease remains debated, particularly in intermediate-risk PCa. This study assessed the impact of WPRT in this population.

Methods

We conducted a multicenter retrospective study within the AP-HP GRRAP program across five radiotherapy departments. Biopsy-proven intermediate-risk PCa (d’Amico classification) treated with conformational external beam radiotherapy between 2010 and 2019 were included. The primary endpoint was recurrence-free survival (RFS), defined as time from diagnosis to biochemical, local, metastatic recurrence, or death. Secondary endpoints were overall survival (OS) and acute (<6 months) or late (≥6 months) genitourinary (GU), gastrointestinal (GI), and sexual toxicities (CTCAE v4.03/v5.0). Survival outcomes were assessed using univariate and multivariate Cox models.

Results

Three hundred patients (60 per center) were included; 94 % received IMRT and 6 % 3D-RT. After a median follow-up of 77 months, univariate analysis showed no significant association between WPRT and RFS (HR; 0.61; 95 % CI, 0.26–1.42; p = 0.25). Multivariable analysis adjusted for clinical and treatment factors yielded similar results (HR, 0.70; 95 % CI, 0.27 to 1.81; p = 0.46). OS results were also comparable. Rates of grade 2 acute or late toxicities were similar, but grade ≥ 3 late GI toxicity was higher with WPRT (14.3 % vs. 5.4 %; p = 0.045; OR 2.90).

Conclusion

In intermediate-risk PCa, WPRT did not improve RFS or OS compared with prostate-only RT but was associated with an increased risk of severe GI toxicity.
上下文。前列腺癌(PCa)是男性最常见的泌尿系统恶性肿瘤,大多数病例在局部阶段诊断。全盆腔放疗(WPRT)根除亚临床淋巴结疾病的益处仍存在争议,特别是在中危PCa中。本研究评估了WPRT对该人群的影响。方法我们在5个放疗科室的AP-HP GRRAP项目中进行了一项多中心回顾性研究。纳入2010年至2019年期间接受构象外束放疗的活检证实的中危PCa (d 'Amico分类)。主要终点是无复发生存期(RFS),定义为从诊断到生化、局部、转移性复发或死亡的时间。次要终点是总生存期(OS)和急性(6个月)或晚期(≥6个月)泌尿生殖系统(GU)、胃肠道(GI)和性毒性(CTCAE v4.03/v5.0)。使用单因素和多因素Cox模型评估生存结果。结果纳入300例患者(每个中心60例);94%接受IMRT, 6%接受3D-RT。中位随访77个月后,单因素分析显示WPRT和RFS之间无显著相关性(HR 0.61; 95% CI 0.26-1.42; p = 0.25)。多变量分析调整了临床和治疗因素,结果相似(HR, 0.70; 95% CI, 0.27 ~ 1.81; p = 0.46)。OS结果也具有可比性。2级急性或晚期毒性发生率相似,但WPRT≥3级晚期胃肠道毒性较高(14.3% vs. 5.4%; p = 0.045; or 2.90)。结论:在中危PCa中,WPRT与单纯前列腺RT相比并没有改善RFS或OS,但与严重胃肠道毒性的风险增加有关。
{"title":"Benefit of prophylactic pelvic irradiation in intermediate-risk prostate cancer: A multicenter retrospective study (iPPAPI)","authors":"Charles Raynaud ,&nbsp;Rafik Nebbache ,&nbsp;Yazid Belkacemi ,&nbsp;Cyrus Chargari ,&nbsp;Catherine Durdux ,&nbsp;Christophe Hennequin ,&nbsp;Florence Huguet ,&nbsp;Laurent Quero ,&nbsp;Jean-Emmanuel Bibault","doi":"10.1016/j.ctro.2025.101093","DOIUrl":"10.1016/j.ctro.2025.101093","url":null,"abstract":"<div><div>Context.</div><div>Prostate cancer (PCa) is the most common urologic malignancy in men, with most cases diagnosed at a localized stage. The benefit of whole-pelvic radiotherapy (WPRT) to eradicate subclinical nodal disease remains debated, particularly in intermediate-risk PCa. This study assessed the impact of WPRT in this population.</div></div><div><h3>Methods</h3><div>We conducted a multicenter retrospective study within the AP-HP GRRAP program across five radiotherapy departments. Biopsy-proven intermediate-risk PCa (d’Amico classification) treated with conformational external beam radiotherapy between 2010 and 2019 were included. The primary endpoint was recurrence-free survival (RFS), defined as time from diagnosis to biochemical, local, metastatic recurrence, or death. Secondary endpoints were overall survival (OS) and acute (&lt;6 months) or late (≥6 months) genitourinary (GU), gastrointestinal (GI), and sexual toxicities (CTCAE v4.03/v5.0). Survival outcomes were assessed using univariate and multivariate Cox models.</div></div><div><h3>Results</h3><div>Three hundred patients (60 per center) were included; 94 % received IMRT and 6 % 3D-RT. After a median follow-up of 77 months, univariate analysis showed no significant association between WPRT and RFS (HR; 0.61; 95 % CI, 0.26–1.42; p = 0.25). Multivariable analysis adjusted for clinical and treatment factors yielded similar results (HR, 0.70; 95 % CI, 0.27 to 1.81; <em>p</em> = 0.46). OS results were also comparable. Rates of grade 2 acute or late toxicities were similar, but grade ≥ 3 late GI toxicity was higher with WPRT (14.3 % vs. 5.4 %; p = 0.045; OR 2.90).</div></div><div><h3>Conclusion</h3><div>In intermediate-risk PCa, WPRT did not improve RFS or OS compared with prostate-only RT but was associated with an increased risk of severe GI toxicity.</div></div>","PeriodicalId":10342,"journal":{"name":"Clinical and Translational Radiation Oncology","volume":"57 ","pages":"Article 101093"},"PeriodicalIF":2.7,"publicationDate":"2025-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145697912","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}
引用次数: 0
Geometric evaluation of a deep learning method for segmentation of urinary OARs on magnetic resonance imaging for prostate cancer radiotherapy 一种深度学习方法在前列腺癌放射治疗的磁共振成像上分割尿桨的几何评价
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-05 DOI: 10.1016/j.ctro.2025.101091
Jennifer Le Guévelou , Miguel Castro , Blanche Texier , Anaïs Barateau , Romane-Alizé Martin , Caroline Lafond , Igor Bessières , Jean-Claude Nunes , Renaud De Crevoisier , Oscar Acosta

Introduction

While urinary organs at risk (OARs) such as the intraprostatic urethra and the bladder trigone are increasingly recognized as associated with severe genitourinary toxicity, their delineation in clinical practice is time consuming and probably associated with a large interobserver variability. The aim of this study was to propose a magnetic resonance (MR) deep learning segmentation of urinary OARs for prostate cancer (PCa) radiotherapy (RT), based on a validated atlas.

Material and methods

In this multicentric study, a convolutional neural network (CNN) for image segmentation (nnU-Net) was trained and validated on three image datasets. Two datasets came from MR-linac devices (Unity®, Elekta and MRIdian®, Viewray), and one dataset came from the PROSTATEx database (MAGNETOM® Trio and Skyra, Siemens). Evaluation of the deep learning segmentation was performed using dice score coefficients (DSC), surface distance (SD) and Hausdorff distance.

Results

A total of 265 MRI were analyzed. The mean DSC for all urinary structures was 0.88. The automatic segmentation model proved to be effective in the segmentation of the target volume and large OARs such as the bladder (mean DSC ranging of 0.95). Regarding urinary OARs, the mean DSC ranged between 0.50 and 0.68. The Hausdorff distance ranged between 4.0 mm to 10.3 mm for urinary OARs, highlighting local mismatches caused by large anatomical variations between patients. However, the SD ranged between 1.0 mm and 1.3 mm for urinary OARs, highlighting an overall good surface correlation for all organs.

Conclusion

This multicentric study is the first to propose a nnU-Net deep learning model for the delineation of urinary OARs, that can be applied to various image dataset. Further work is needed to assess the dosimetric impact of such variations, in various clinical scenarios.
虽然高危泌尿器官(OARs)如前列腺内尿道和膀胱三角区被越来越多地认为与严重的泌尿生殖系统毒性有关,但在临床实践中对它们的描述是耗时的,并且可能与观察者之间的巨大差异有关。本研究的目的是提出一种基于验证图谱的前列腺癌(PCa)放射治疗(RT)尿液桨的磁共振(MR)深度学习分割方法。在这项多中心研究中,我们在三个图像数据集上训练并验证了卷积神经网络(CNN)的图像分割(nnU-Net)。两个数据集来自MR-linac设备(Unity®,Elekta和MRIdian®,viewway),一个数据集来自PROSTATEx数据库(MAGNETOM®Trio和Skyra, Siemens)。使用骰子得分系数(DSC)、表面距离(SD)和豪斯多夫距离(Hausdorff distance)对深度学习分割进行评价。结果共分析了265张MRI。所有尿道结构的平均DSC为0.88。自动分割模型对目标体积和膀胱等大型桨叶的分割效果良好(平均DSC为0.95)。对于尿桨,平均DSC在0.50到0.68之间。尿桨的Hausdorff距离在4.0 mm到10.3 mm之间,突出了患者之间巨大的解剖差异造成的局部不匹配。然而,尿桨的SD范围在1.0 mm到1.3 mm之间,突出了所有器官的总体良好的表面相关性。本多中心研究首次提出了一种用于描述尿液桨形的nnU-Net深度学习模型,该模型可应用于各种图像数据集。需要进一步的工作来评估这些变化在不同临床情况下的剂量学影响。
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引用次数: 0
Prospective controlled study comparing patient-reported outcomes after daily online adaptive radiotherapy or conventional IGRT in patients with prostate cancer 前瞻性对照研究比较前列腺癌患者每日在线适应性放疗或常规IGRT后患者报告的结果
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-05 DOI: 10.1016/j.ctro.2025.101092
Goda Kalinauskaite , Luise A. Künzel , Kerstin Rubarth , Thao Nguyen , Jakob Dannehl , Celina Höhne , Marcus Beck , Julia Bauer , Daniel Zips , Carolin Senger

Purpose

To compare patient-reported outcome measures (PROMs) in patients treated either with cone-beam CT (CBCT)-based online adaptive radiotherapy (oART) or with CBCT-guided conventional image guided radiotherapy (IGRT).

Materials and methods

In this prospective study with convenience allocation, patients with localized prostate cancer received 62 Gy/20 fractions using either daily CBCT-based oART or CBCT-guided conventional IGRT. PROMs (EPIC, QLQ-PR25, IPSS, NCI-PRO-CTCAE) were collected at baseline and at end of therapy. Changes in scores and clinically meaningful deterioration, based on established minimal clinically important differences (MCID), were analyzed.

Results

Seventy-four patients were included (oART: 58.1 %; IGRT: 41.9 %). Groups were demographically similar, although the oART group included more patients with high-risk tumors (40.5 % vs. 9.7 %, p = 0.03). Patients after oART tended to experience smaller, although not statistically significant, declines in health-related quality of life (HRQoL) domains compared to IGRT: EPIC urinary summary (−12.15 vs −20.57, p = 0.07), urinary function (−9.53 vs −17.47, p = 0.05), urinary incontinence (−5.47 vs −13.93, p = 0.07) and PR25 urinary symptom (20.0 vs. 27.5, p = 0.06). EPIC bowel function decline was also less pronounced (−12.64 vs. −19.78, p = 0.10). NCI-PRO-CTCAE scores favored oART for reduced urinary urgency (0.95 vs. 1.57, p = 0.02) and fecal incontinence (0.03 vs. 0.71, p = 0.02). Fewer oART patients reached MCID thresholds for urinary (8–21 %) and bowel (20–23 %) deterioration, but these differences were not statistically significant.

Conclusion

Our results suggest a small but consistent trend in PROM scores favoring oART over conventional IGRT. In addition, the results may inform the design of controlled randomized trials in the future.
目的比较采用基于锥形束CT (CBCT)的在线自适应放疗(oART)或CBCT引导下的传统图像引导放疗(IGRT)治疗的患者报告的预后指标(PROMs)。材料和方法在这项前瞻性研究中,局部前列腺癌患者采用每日基于cbct的oART或cbct引导的常规IGRT,接受62 Gy/20的剂量。在基线和治疗结束时收集PROMs (EPIC, QLQ-PR25, IPSS, NCI-PRO-CTCAE)。基于已建立的最小临床重要差异(MCID),分析评分变化和临床意义恶化。结果共纳入74例患者(oART: 58.1%; IGRT: 41.9%)。各组在人口统计学上相似,尽管oART组包括更多的高危肿瘤患者(40.5%比9.7%,p = 0.03)。与IGRT相比,oART患者在健康相关生活质量(HRQoL)领域的下降幅度较小,但无统计学意义:EPIC尿汇总(- 12.15 vs - 20.57, p = 0.07)、泌尿功能(- 9.53 vs - 17.47, p = 0.05)、尿失禁(- 5.47 vs - 13.93, p = 0.07)和PR25尿症状(20.0 vs. 27.5, p = 0.06)。EPIC组的肠功能下降也不那么明显(- 12.64 vs - 19.78, p = 0.10)。NCI-PRO-CTCAE评分在减少尿急(0.95比1.57,p = 0.02)和大便失禁(0.03比0.71,p = 0.02)方面有利于oART。较少的oART患者达到MCID阈值的尿(8 - 21%)和肠(20 - 23%)恶化,但这些差异没有统计学意义。结论:我们的研究结果表明,在PROM评分中,oART优于传统IGRT的趋势虽小但一致。此外,这些结果可能为将来的随机对照试验的设计提供信息。
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引用次数: 0
Reply to comment on impact of deep learning on CT-based organ-at-risk delineation for flank irradiation in paediatric renal tumours: A SIOP-RTSG radiotherapy committee SIOP-RTSG放疗委员会关于深度学习对基于ct的儿科肾肿瘤侧腹放射危险器官划定的影响的回复
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-02 DOI: 10.1016/j.ctro.2025.101087
Mianyong Ding , Matteo Maspero , Semi Harrabi , Emmanuel Jouglar , Sabina Vennarini , Timothy Spencer , Britta Weber , Henriette Magelssen , Karen Van Beek , Remus Stoica , Simonetta Saldi , Tom Boterberg , Patrick Melchior , Marry M. van den Heuvel-Eibrink , Geert O. Janssens
We appreciate the commentary from Saad et al., which offers an opportunity to clarify key methodological and clinical aspects of our study assessing the impact of deep learning–based CT auto-contouring for organ-at-risk delineation in paediatric flank irradiation for renal tumours. First, the annotation protocol was provided in the original Supplementary Materials, and additional delineation instructions followed established SIOP-RTSG standards. Second, as already mentioned in the manuscript discussion, we acknowledge the inherent bias associated with STAPLE consensus contours, and we addressed this by including an additional single-expert reference in our evaluation. Third, although dose analysis can provide valuable clinical insights, it is not essential at this stage, as geometric evaluation remains the main benchmark for validating auto-contouring performance. Fourth, while uncertainty quantification is a promising research direction, our study was designed to reflect current clinical practice, where uncertainty-aware segmentation has not yet been integrated into routine auto-segmentation systems. Finally, we recognize that our controlled workshop environment does not fully reflect real-world clinical workflows, a limitation already discussed in our original manuscript. We hope these clarifications foster a balanced understanding of our work and support ongoing efforts toward the safe and effective clinical adoption of AI-assisted contouring in paediatric radiotherapy.
我们感谢Saad等人的评论,这为我们的研究提供了一个澄清关键方法学和临床方面的机会,该研究评估了基于深度学习的CT自动轮廓对儿科肾肿瘤侧腹照射中高危器官描绘的影响。首先,原始补充材料中提供了注释协议,其他描述说明遵循已建立的SIOP-RTSG标准。其次,正如在手稿讨论中已经提到的,我们承认与STAPLE共识轮廓相关的固有偏见,我们通过在评估中加入额外的单一专家参考来解决这一问题。第三,虽然剂量分析可以提供有价值的临床见解,但在这个阶段不是必需的,因为几何评估仍然是验证自动轮廓性能的主要基准。第四,虽然不确定性量化是一个很有前途的研究方向,但我们的研究旨在反映当前的临床实践,在临床实践中,不确定性感知分割尚未集成到常规的自动分割系统中。最后,我们认识到我们的受控车间环境并不能完全反映真实的临床工作流程,这是我们在原稿中已经讨论过的一个限制。我们希望这些澄清能促进对我们工作的平衡理解,并支持在儿科放射治疗中安全有效地临床采用人工智能辅助轮廓的持续努力。
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引用次数: 0
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Clinical and Translational Radiation Oncology
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