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Predictors of Vertebral Compression Fracture Following Stereotactic Body Radiation Therapy in SINS Potentially Unstable Spinal Metastases. 潜在不稳定脊柱转移的SINS立体定向放射治疗后椎体压缩性骨折的预测因素。
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-27 DOI: 10.1016/j.ijrobp.2025.12.029
Laura Burgess, Eshetu G Atenafu, Kang Liang Zeng, Hanbo Chen, Deepak Dinakaran, Chia-Lin Tseng, Jay Detsky, Hany Soliman, Joel Mullins, Jeremie Larouche, Christopher Witiw, Pejman Maralani, Cari Whyne, Michael Hardisty, Arjun Sahgal

Purpose: The Spinal Instability in Neoplasia Score (SINS) is the gold standard to determine if the metastatically involved spine is stable, potentially unstable, or frankly unstable. In potentially unstable spines, clarity is needed about the risk of post-stereotactic body radiation therapy (SBRT) vertebral compression fracture (VCF) and which patients may benefit from early stabilization. We aimed to identify predictors of VCF following spine SBRT in patients with potentially unstable SINS spinal metastases..

Methods and materials: A retrospective review of a prospectively maintained database of patients treated with SBRT for spinal metastases from January 2008 to December 2022 was performed. This analysis included only spine segments categorized as potentially unstable (SINS 7-12). The primary outcome was the rate of VCF. The cumulative incidence of VCF and the impact of covariates were estimated.

Results: Five hundred twenty-four patients with 976 treated spinal segments were SINS potentially unstable. Out of 976, 168 patients (17.2%) experienced a VCF after SBRT. Out of 168, 107 patients (63.7%) were iatrogenic and 61 (36.3%) concurrent with tumor progression. The 12-month incidence of iatrogenic VCF was 9.3% (95% CI, 7.4%-11.5%) as opposed to 23.4% (95% CI, 17.4%-29.9%) when concurrent with tumor progression (P < .0001). Multivariable analysis confirmed iatrogenic VCF associated with pre-existing VCF (hazard ratios [HR] = 1.83; 95% CI, 1.235-2.714; P = .003), no previous spine surgery (HR = 1.67; 95% CI, 1.024-2.710; P = .040), SINS total ≥10 (HR = 1.68; 95% CI, 1.122-2.512; P = . 012), and an increasing D90 clinical target volume in equivalent dose in 2 Gy (HR = 1.03; 95% CI, 1.010-1.055; P = .004). In the setting of concurrent tumor progression, only an increasing D90 to the clinical target volume in equivalent dose in 2 Gy fractions (HR = 1.04; 95% CI, 1.013-1.076; P = .005) predicted for VCF.

Conclusions: Tumor control outweighs the risk of VCF associated with spine SBRT in potentially unstable metastases. Prophylactic stabilization could be considered in segments with a total SINS ranging from 10 to 12, a pre-existing VCF, and when treating with high doses.

目的:脊柱不稳定性瘤变评分(SINS)是确定转移累及的脊柱是否稳定、潜在不稳定或直接不稳定的金标准。对于潜在不稳定的脊柱,需要明确立体定向放射治疗(SBRT)后椎体压缩性骨折(VCF)的风险,以及哪些患者可能从早期稳定中受益。我们的目的是确定潜在不稳定的SINS脊柱转移患者脊柱SBRT后VCF的预测因素。方法和材料:对2008年1月至2022年12月期间接受SBRT治疗的脊柱转移患者的前瞻性数据库进行回顾性分析。该分析仅包括被归类为潜在不稳定的脊柱节段(SINS 7-12)。主要观察指标为VCF率。估计VCF的累积发生率和协变量的影响。结果:524例患者976个脊柱节段存在SINS潜在不稳定。在976例患者中,168例(17.2%)患者在SBRT后发生了VCF。168例患者中,107例(63.7%)为医源性,61例(36.3%)伴有肿瘤进展。12个月的医源性VCF发生率为9.3% (95% CI, 7.4%-11.5%),而与肿瘤进展同时发生时为23.4% (95% CI, 17.4%-29.9%) (P < 0.0001)。多变量分析证实医源性VCF与既往存在的VCF相关(风险比[HR] = 1.83; 95% CI, 1.235-2.714; P = 0.003),既往无脊柱手术(风险比[HR] = 1.67; 95% CI, 1.024-2.710; P = 0.040), SINS总≥10(风险比= 1.68;95% CI, 1.122-2.512; P = 0.03)。012), 2 Gy等剂量下D90临床靶体积增加(HR = 1.03; 95% CI, 1.010-1.055; P = 0.004)。在肿瘤同时进展的情况下,在2 Gy的等量剂量下,VCF只有D90增加到临床目标体积(HR = 1.04; 95% CI, 1.013-1.076; P = 0.005)。结论:在潜在的不稳定转移中,肿瘤控制大于VCF与脊柱SBRT相关的风险。当总SINS在10 - 12之间,存在VCF,并且使用高剂量治疗时,可以考虑预防性稳定。
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引用次数: 0
Hope Mapping as a Tool for Mitigating Burnout in Radiation Oncology. 希望映射作为减轻放射肿瘤学职业倦怠的工具。
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-26 DOI: 10.1016/j.ijrobp.2026.01.011
Benjamin W Corn, David B Feldman
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引用次数: 0
Deformable dose mapping and accumulation techniques for stereotactic body radiotherapy (SBRT) of lung cancers. 肺癌立体定向放射治疗(SBRT)的可变形剂量定位和累积技术。
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-24 DOI: 10.1016/j.ijrobp.2026.01.016
Indrin J Chetty, Hualiang Zhong

Deformable dose mapping (DDM) and accumulation (DDA) are essential tools in lung cancer stereotactic body radiation therapy (SBRT). Here we provide a critical review of deformable image registration (DIR)-based dose mapping and accumulation techniques in stereotactic body radiation therapy (SBRT) for lung cancers, with emphasis on methodological principles, clinical applications, limitations, and guidance for practice. A broad appraisal of the literature was conducted, emphasizing deformable image registration (DIR) algorithms and related dose mapping strategies, including direct dose mapping (DDM), voxel warping, and energy/mass-congruent mapping (EMCM). These methods were examined across key clinical scenarios for lung SBRT planning, including motion management, adaptive radiotherapy (ART) and re-irradiation. Significant errors can occur when anatomic changes are large, such as tumor regression, mass and density variations, etc. as observed in re-irradiation scenarios. These errors will propagate to the mapped and composite dose distributions, particularly in steep dose gradients, resulting in inaccuracies. Biomechanical models combined with EMCM better preserve physical principles under such conditions. Quality assurance remains challenging due to absence of standardized benchmarks. Tools for validation of DIR and DDA accuracy in the clinic are severely lacking. Development of quality assurance frameworks are critical toward safe implementation. Clinicians should apply DIR-based dose accumulation conservatively, particularly when anatomy changes considerably in re-irradiation settings, given the potential for significant uncertainties in the composite doses. Each clinical case should be viewed carefully by assessing the risk/benefit, and clinical application should follow cooperative group guidelines. Standardization of methods for dose accumulation will enhance dose-volume-effect modeling.

可变形剂量图(DDM)和累积剂量图(DDA)是肺癌立体定向放射治疗(SBRT)的重要工具。本文综述了基于可变形图像配准(DIR)的剂量定位和累积技术在肺癌立体定向全身放射治疗(SBRT)中的应用,重点介绍了方法学原理、临床应用、局限性和实践指导。对文献进行了广泛的评估,强调了可变形图像配准(DIR)算法和相关的剂量映射策略,包括直接剂量映射(DDM)、体素翘曲和能量/质量一致映射(EMCM)。这些方法在肺SBRT计划的关键临床场景中进行了检查,包括运动管理、适应性放疗(ART)和再照射。当解剖变化较大时,如在再照射场景中观察到的肿瘤消退、质量和密度变化等,可能会出现重大误差。这些误差将传播到映射和复合剂量分布,特别是在陡峭的剂量梯度中,导致不准确。在这种情况下,生物力学模型结合EMCM能更好地保留物理原理。由于缺乏标准化的基准,质量保证仍然具有挑战性。临床上验证DIR和DDA准确性的工具严重缺乏。制定质量保证框架对安全实施至关重要。临床医生应保守地应用基于dir的剂量累积,特别是在再照射环境中解剖结构发生重大变化时,考虑到复合剂量可能存在重大不确定性。每个临床病例都应仔细评估风险/收益,临床应用应遵循合作小组的指导方针。剂量累积方法的标准化将加强剂量-体积-效应建模。
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引用次数: 0
International Radiosurgery Oncology Consortium of the Kidney (IROCK) Contouring Guidelines for Renal Cell Carcinoma treated with Stereotactic Ablative Radiotherapy. 国际肾脏放射外科肿瘤协会(IROCK)立体定向消融放疗治疗肾细胞癌轮廓指南。
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-22 DOI: 10.1016/j.ijrobp.2026.01.008
Aneesh Dhar, Shankar Siva, Vivian S Tan, Anand Mahadevan, Anna Bruynzeel, Chad Tang, Fabio Cury, Mark Corkum, Muhammad Ali, Nicholas G Zaorsky, Patrick Cheung, Raquibul Hannan, Richard Hudes, Scott Morgan, Simon Lo, Vedang Murthy, Rohann J M Correa, Anand Swaminath

Introduction: Stereotactic ablative body radiotherapy (SABR) is an emerging indication for localized renal cell carcinoma (RCC), yet there is a need for standardizing contouring practices, as accurate target delineation is essential to ensure optimal outcomes. Our objective was to develop consensus guidelines for target volume contouring for RCC SABR.

Materials and methods: An international panel of RCC SABR experts affiliated with XXXXXX was convened. All were asked to contour target volumes for four relevant clinical scenarios: a large tumor (>10cm) with IVC tumor thrombus; a central tumor abutting the renal hilum; a local recurrence following nephrectomy; and an ablation cavity recurrence after radiofrequency ablation. Participants also contoured two investigational renal substructures: renal cortex and renal hilum. Contours by case were analyzed using a STAPLE algorithm (95% confidence level). Consensus contours & guidelines statements were discussed and refined over two consensus meetings. Measures of variance and agreement, including Dice Similarity Coefficients (DSC), Mean Distance to Agreement (MDA), and Hausdorff Distance (HD), were measured for each case.

Results: In total, 16 radiation oncologists participated. The median DSC was 0.85, and the median MDA/HD were 2.17 mm/9.00 mm respectively. The median DSC was greater than 0.70 for each case, suggesting 'good agreement' among participants. Based on the consensus discussion, any tumor thrombus or ablation cavity should be included in the target volume; organ at risk dose constraints should take priority over target coverage in planning; and the ipsilateral renal cortex should be defined as the ipsilateral renal parenchyma, excluding the target volume, the renal pelvis, renal vasculature, and proximal ureter.

Conclusion: We present the first international consensus contouring guideline for RCC SABR. There was strong agreement amongst experts, yielding high-fidelity consensus contours and guidance statements for each scenario. These results can be used as a guide for radiation oncologists interested in using SABR to treat patients with localized RCC.

立体定向消融体放疗(SABR)是局部肾细胞癌(RCC)的一种新兴指征,但需要标准化的轮廓实践,因为准确的靶标描绘是确保最佳结果的必要条件。我们的目标是为RCC SABR的目标体积轮廓制定一致的指导方针。材料和方法:召集了隶属于XXXXXX的RCC SABR国际专家小组。所有患者都被要求在四种相关的临床情况下勾画靶体积:大肿瘤(bbb10厘米)伴下腔静脉肿瘤血栓;靠近肾门的中心肿瘤;肾切除术后局部复发;射频消融后消融腔复发。参与者还勾画了两个试验性肾亚结构:肾皮质和肾门。采用STAPLE算法(95%置信水平)对病例轮廓进行分析。共识轮廓和准则声明在两次共识会议上进行了讨论和完善。测量方差和一致性,包括骰子相似系数(DSC)、平均一致距离(MDA)和豪斯多夫距离(HD),对每个病例进行测量。结果:共16名放射肿瘤学家参与。中位DSC为0.85,中位MDA/HD分别为2.17 mm/9.00 mm。每个案例的DSC中位数都大于0.70,表明参与者之间的“良好一致性”。基于共识讨论,任何肿瘤血栓或消融腔均应纳入靶容积;在规划时,受剂量限制的危险器官应优先于目标覆盖;同侧肾皮质应定义为同侧肾实质,不包括靶容积、肾盂、肾血管和输尿管近端。结论:我们提出了第一个国际共识的RCC SABR轮廓指南。专家之间达成了强烈的共识,为每个场景产生了高保真的共识轮廓和指导声明。这些结果可以作为对使用SABR治疗局限性RCC患者感兴趣的放射肿瘤学家的指南。
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引用次数: 0
Treatment With Stereotactic Ablative Radiotherapy for patients with Up to 5 Oligometastatic cancer lesions: Long-Term Outcomes of the Nonrandomized Population-Based Phase 2 SABR-5 Clinical Trial. 立体定向消融放疗治疗多达5个寡转移癌病变患者:非随机人群为基础的2期SABR-5临床试验的长期结果
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-22 DOI: 10.1016/j.ijrobp.2026.01.012
Curtis Leclerc, Sarah Baker, Will Jiang, Benjamin Mou, Mitchell Liu, Alana Bergman, Devin Schellenberg, Abraham Alexander, Hannah Carolan, Siavesh Atrchian, Nick Chng, Quinn Matthews, Alexander Benny, Scott Tyldesley, Robert Olson

Purpose/objective(s): The use of SABR for oligometastatic cancer is expanding, but prospective long-term survival data are limited. This study reports long-term secondary outcomes of overall survival (OS), progression-free survival (PFS), local control, and prognostic factors from the population-based phase 2 SABR-5 trial.

Materials/methods: The SABR-5 trial was a single-arm phase 2 study with the primary endpoint of toxicity, conducted at the six regional cancer centers across British Columbia (BC), Canada. Eligible patients had ≤ 5 oligometastases (new or uncontrolled by prior therapy, including induced oligometastatic disease), were ≥18 years, ECOG 0-2, and had a life expectancy ≥6 months. All lesions were treated with SABR.

Results: From November 2016 to July 2020, 380 patients were treated. The most common histologies were prostate (32.1%), colorectal (16.6%), and breast (11.1%). Most patients (90.5%) had 1-2 lesions. Median follow-up was 54.2 months. Median OS was 64.6 months (95% CI, 61.0-68.1) and median PFS was 14.6 months (95% CI, 11.6-17.6). Five-year OS, PFS, and local control were 58.6% (95% CI, 53.5-63.7), 20.3% (95% CI, 16.2-24.4), and 85.1% (95% CI, 82.0-88.1), respectively. On multivariable analysis, worse OS was independently associated with ECOG ≥1, larger tumor diameter, colorectal or lung histology, 1-2 lesions, no upfront systemic therapy, and absence of synchronous oligometastatic disease. Predictors of worse PFS included ECOG ≥1, larger tumor diameter, no upfront systemic therapy, oligoprogression, and metachronous disease.

Conclusion: In this large population-based cohort consisting of genuine oligometastatic, oligoprogressive, and induced oligometastatic disease, the median OS and PFS were 64.6 months and 14.6 months, respectively. The favorable OS and PFS may suggest a role for SABR beyond the genuine oligometastatic paradigm, highlighting the potential benefit of durable local tumor control in this patient population.

目的/目的:SABR在低转移性癌症中的应用正在扩大,但预期的长期生存数据有限。该研究报告了基于人群的2期SABR-5试验的长期次要结局,包括总生存期(OS)、无进展生存期(PFS)、局部控制和预后因素。材料/方法:SABR-5试验是一项单臂2期研究,主要终点为毒性,在加拿大不列颠哥伦比亚省(BC)的六个区域癌症中心进行。符合条件的患者≤5个寡转移灶(新发或未受既往治疗控制,包括诱发性寡转移性疾病),年龄≥18岁,ECOG 0-2,预期寿命≥6个月。所有病变均采用SABR治疗。结果:2016年11月至2020年7月,共治疗患者380例。最常见的组织学为前列腺(32.1%)、结直肠(16.6%)和乳腺(11.1%)。大多数患者(90.5%)有1-2个病变。中位随访时间为54.2个月。中位OS为64.6个月(95% CI, 61.0-68.1),中位PFS为14.6个月(95% CI, 11.6-17.6)。5年OS、PFS和局部控制分别为58.6% (95% CI, 53.5-63.7)、20.3% (95% CI, 16.2-24.4)和85.1% (95% CI, 82.0-88.1)。在多变量分析中,较差的OS与ECOG≥1、肿瘤直径较大、结直肠或肺组织学、1-2个病变、未进行前期全身治疗和无同步少转移性疾病独立相关。较差PFS的预测因素包括ECOG≥1、肿瘤直径较大、未接受前期全身治疗、进展缓慢和异时性疾病。结论:在这个庞大的基于人群的队列中,包括真正的少转移性、少进展性和诱导的少转移性疾病,中位OS和PFS分别为64.6个月和14.6个月。良好的OS和PFS可能表明SABR的作用超出了真正的寡转移范式,突出了持久的局部肿瘤控制在该患者群体中的潜在益处。
{"title":"Treatment With Stereotactic Ablative Radiotherapy for patients with Up to 5 Oligometastatic cancer lesions: Long-Term Outcomes of the Nonrandomized Population-Based Phase 2 SABR-5 Clinical Trial.","authors":"Curtis Leclerc, Sarah Baker, Will Jiang, Benjamin Mou, Mitchell Liu, Alana Bergman, Devin Schellenberg, Abraham Alexander, Hannah Carolan, Siavesh Atrchian, Nick Chng, Quinn Matthews, Alexander Benny, Scott Tyldesley, Robert Olson","doi":"10.1016/j.ijrobp.2026.01.012","DOIUrl":"https://doi.org/10.1016/j.ijrobp.2026.01.012","url":null,"abstract":"<p><strong>Purpose/objective(s): </strong>The use of SABR for oligometastatic cancer is expanding, but prospective long-term survival data are limited. This study reports long-term secondary outcomes of overall survival (OS), progression-free survival (PFS), local control, and prognostic factors from the population-based phase 2 SABR-5 trial.</p><p><strong>Materials/methods: </strong>The SABR-5 trial was a single-arm phase 2 study with the primary endpoint of toxicity, conducted at the six regional cancer centers across British Columbia (BC), Canada. Eligible patients had ≤ 5 oligometastases (new or uncontrolled by prior therapy, including induced oligometastatic disease), were ≥18 years, ECOG 0-2, and had a life expectancy ≥6 months. All lesions were treated with SABR.</p><p><strong>Results: </strong>From November 2016 to July 2020, 380 patients were treated. The most common histologies were prostate (32.1%), colorectal (16.6%), and breast (11.1%). Most patients (90.5%) had 1-2 lesions. Median follow-up was 54.2 months. Median OS was 64.6 months (95% CI, 61.0-68.1) and median PFS was 14.6 months (95% CI, 11.6-17.6). Five-year OS, PFS, and local control were 58.6% (95% CI, 53.5-63.7), 20.3% (95% CI, 16.2-24.4), and 85.1% (95% CI, 82.0-88.1), respectively. On multivariable analysis, worse OS was independently associated with ECOG ≥1, larger tumor diameter, colorectal or lung histology, 1-2 lesions, no upfront systemic therapy, and absence of synchronous oligometastatic disease. Predictors of worse PFS included ECOG ≥1, larger tumor diameter, no upfront systemic therapy, oligoprogression, and metachronous disease.</p><p><strong>Conclusion: </strong>In this large population-based cohort consisting of genuine oligometastatic, oligoprogressive, and induced oligometastatic disease, the median OS and PFS were 64.6 months and 14.6 months, respectively. The favorable OS and PFS may suggest a role for SABR beyond the genuine oligometastatic paradigm, highlighting the potential benefit of durable local tumor control in this patient population.</p>","PeriodicalId":14215,"journal":{"name":"International Journal of Radiation Oncology Biology Physics","volume":" ","pages":""},"PeriodicalIF":6.5,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146044247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Phase I Clinical Trial of De-escalated Conformal Radiation Expedited Sequentially with Chemotherapy for Advanced Endometrial Cancer (DeCRESCEndo). 晚期子宫内膜癌(DeCRESCEndo)的降压适形放疗与化疗顺序加速的I期临床试验。
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-21 DOI: 10.1016/j.ijrobp.2026.01.015
Joshua P Schiff, Silpa Raju-Salicki, Tyler R McKinnish, Omowumi Adekunle, Konstantina Stavroulaki, Casey Hatscher, Lulu Sun, Yi Huang, Julia Huecker, Daphne Lew, Premal H Thaker, Carolyn K McCourt, Leslie S Massad, Lindsay M Kuroki, Andrea R Hagemann, Matthew A Powell, Dineo Khabele, David Mutch, Shahed S Badiyan, Alexander Lin, Julie K Schwarz, Stephanie Markovina, Jessika A Contreras

Introduction: The safety and efficacy of hypofractionated-radiation (hypo-RT) and chemotherapy for locally advanced endometrial cancer is unknown. We evaluated the safety of hypo-RT sequenced after chemotherapy for patients with locally advanced endometrial cancer.

Materials and methods: Patients with FIGO 2009 stage III-IVA endometrioid adenocarcinoma, or any stage serous, clear cell, or carcinosarcoma of the uterus, were enrolled in this phase I trial (NCT#XXXX). All patients underwent surgical staging and adjuvant chemotherapy followed by hypo-RT. Hypo-RT was intensity-modulated radiation therapy 25 Gy/5 fractions delivered daily to the vaginal cuff and pelvis. The primary endpoint of this study was acute (first 90 days post RT) and late (91 days to 12 months post RT) high-grade (G3-5) gastrointestinal (GI), genitourinary (GU), and hematologic toxicities. Secondary endpoints included quality of life measures as well as in-field recurrence, locoregional control, distant control, disease free survival, and overall survival.

Results: 25 patients were enrolled, and all were evaluable for the primary endpoint. 60% had stage III disease and 60% had grade 3 disease. Most patients (21/25) completed 6 cycles of chemotherapy, and all patients (25/25) completed hypo-RT. The rate of acute treatment-related G3 GI, GU, and hematologic toxicity was 0% (0/25), 0% (0/25), and 12% (3/25). The rate of late treatment-related G3 GI, GU, and hematologic toxicity was 0% (0/25), 0% (0/25), and 4% (1/25). There were no G4-5 toxicities. At a median follow-up of 24.7 months from first chemotherapy treatment, there was one in-field recurrence (4%), four out-of-field para-aortic recurrences (16%), four distant recurrences (16%), and two cancer-related deaths (8%).

Conclusion: Hysterectomy followed by adjuvant chemotherapy and hypo-RT was safe. High-grade toxicities were low. This regimen may be worthy of evaluation in a randomized trial.

低分割放疗和化疗治疗局部晚期子宫内膜癌的安全性和有效性尚不清楚。我们评估了局部晚期子宫内膜癌患者化疗后低rt序列的安全性。材料和方法:FIGO 2009 III-IVA期子宫内膜样腺癌,或任何阶段浆液性、透明细胞性或子宫癌肉瘤的患者入组该I期试验(NCT#XXXX)。所有患者均接受手术分期和辅助化疗,随后进行低放射治疗。低放射治疗是一种强度调节的放射治疗,25 Gy/5次,每天给阴道袖带和骨盆。该研究的主要终点是急性(放疗后90天)和晚期(放疗后91天至12个月)高级别(G3-5)胃肠道(GI)、泌尿生殖系统(GU)和血液毒性。次要终点包括生活质量测量、现场复发、局部区域控制、远程控制、无病生存期和总生存期。结果:25例患者入组,所有患者均可评估主要终点。60%为III期疾病,60%为3级疾病。大多数患者(21/25)完成了6个周期的化疗,所有患者(25/25)完成了低放疗。急性治疗相关G3、GI、GU、血液学毒性发生率分别为0%(0/25)、0%(0/25)、12%(3/25)。晚期治疗相关G3、GI、GU和血液学毒性发生率分别为0%(0/25)、0%(0/25)和4%(1/25)。无G4-5毒性反应。在首次化疗后24.7个月的中位随访中,有1例野内复发(4%),4例野外主动脉旁复发(16%),4例远处复发(16%),2例癌症相关死亡(8%)。结论:子宫切除术后辅助化疗和低放疗是安全的。高级别毒性较低。该方案可能值得在随机试验中进行评估。
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引用次数: 0
Immuno-radiobiology: Effects of Radiation Therapy on Immune Cells, Tumor Microenvironment, Susceptibility of Tumor Cells to Immune-mediated Destruction, and Antitumor Immunity. 放射生物学:放射治疗对免疫细胞、肿瘤微环境、肿瘤细胞对免疫介导破坏的易感性和抗肿瘤免疫的影响。
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-21 DOI: 10.1016/j.ijrobp.2026.01.013
Yujuan Wang, Tracy J Berg, Alexander W Verona, Zachary S Morris

Immuno-radiobiology is an interdisciplinary field exploring the interactions between ionizing radiation therapy, the tumor-immune microenvironment, and the immune system. The immune response to radiation is an important contributor to the efficacy of radiation therapy and has the potential to influence susceptibility to immunotherapies. Preclinical and some clinical evidence suggest combinations of radiation therapy with immunotherapies improve tumor response, but a greater understanding of their interacting mechanisms is needed to optimize these combinations. Multiple features of radiation therapy, including radiation dose, dose rate, dose heterogeneity, fractionation, and linear energy transfer (LET), influence the immunologic effects of radiation therapy. In this review, we evaluate how radiation therapy shapes antitumor immunity, focusing on both local immunogenicity and systemic immune modulation. Key mechanisms discussed include radiation-induced changes to both tumor cells and stroma that alter tumor immunogenicity. Tumor-intrinsic mechanisms of radiation response include nucleotide-sensing pathways, upregulation of tumor antigen presentation, and induced expression of death receptors and immune checkpoint ligands. Within the tumor microenvironment, we outline critical effects on immuno-radiobiology of immune-cell trafficking and activation, both directly and through effects on stromal cells, extracellular matrix, and the induction of immunogenic tumor cell death. Finally, we highlight the interplay with systemic immunity, often mediated through tumor-draining lymphatics, of localized radiation effects. Discussion of the effects of low- and heterogeneous-dose radiation demonstrates an increasing understanding of the varied effects that can be achieved by manipulating dosing and other physical properties of radiation therapy when combined with immunotherapy. We identify critical knowledge gaps and propose methodological approaches to overcoming clinical challenges.

免疫放射生物学是一个跨学科的领域,探索电离放射治疗、肿瘤免疫微环境和免疫系统之间的相互作用。对辐射的免疫反应是放疗疗效的重要因素,并有可能影响对免疫疗法的易感性。临床前和一些临床证据表明,放射治疗与免疫治疗联合可改善肿瘤反应,但需要对其相互作用机制有更深入的了解,以优化这些组合。放疗的多种特性,包括放疗剂量、剂量率、剂量异质性、分流、线性能量转移等,都会影响放疗的免疫效应。在这篇综述中,我们评估放射治疗如何塑造抗肿瘤免疫,重点是局部免疫原性和全身免疫调节。讨论的关键机制包括辐射诱导的肿瘤细胞和基质的改变,从而改变肿瘤的免疫原性。肿瘤辐射应答的内在机制包括核苷酸感应途径、肿瘤抗原呈递上调以及诱导死亡受体和免疫检查点配体的表达。在肿瘤微环境中,我们概述了免疫细胞运输和激活对免疫放射生物学的关键影响,包括直接影响和通过对基质细胞、细胞外基质的影响,以及诱导免疫原性肿瘤细胞死亡。最后,我们强调了局部辐射效应与全身免疫的相互作用,通常通过肿瘤引流淋巴管介导。对低剂量和异剂量辐射影响的讨论表明,人们越来越了解通过控制放射治疗与免疫治疗联合使用时的剂量和其他物理特性可以实现的各种影响。我们确定关键的知识差距,并提出克服临床挑战的方法学方法。
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引用次数: 0
Pretreatment Chromosomal Instability Correlates With Radiation Sensitivity in Squamous Cell Cancers. 预处理染色体不稳定性与鳞状细胞癌的辐射敏感性相关。
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-20 DOI: 10.1016/j.ijrobp.2025.12.014
Pippa F Cosper, Maha Paracha, Kathryn M Jones, Laura Hrycyniak, Les Henderson, Ava Bryan, Diego Eyzaguirre, Emily McCunn, Elizabeth Boulanger, Jun Wan, Kwangok P Nickel, Vanessa Horner, Rong Hu, Paul M Harari, Randall J Kimple, Beth A Weaver

Purpose: Continuous chromosome missegregation over successive mitotic divisions, known as chromosomal instability (CIN), is common in cancer. Though it has been associated with treatment resistance and poor prognosis, increasing CIN above a maximally tolerated threshold leads to cell death because of loss of essential chromosomes. Because radiation causes CIN, we hypothesize that pre-existing CIN sensitizes tumor cells to radiation therapy.

Methods and materials: We induced mitotic defects that lead to CIN in FaDu (head and neck cancer, HNC) and HeLa (cervical) cells by knocking down or overexpressing the mitotic checkpoint protein mitotic arrest deficient 1 (Mad1), which induces lagging chromosomes. Radiation sensitivity was tested with clonogenic assays in vitro and tumor regression in patient-derived xenografts in vivo. MTT assays were used to determine the sensitivity of human papillomavirus (HPV) positive and HPV-negative HNC cells to docetaxel, and mitotic defects were quantified using immunofluorescence microscopy. Docetaxel-induced mitotic errors and tumor growth delay were evaluated in vivo. Six-chromosome fluorescence in situ hybridization was used to quantify CIN in a cohort of patients with laryngeal cancer treated with definitive radiation.

Results: Here, we show in two tissue contexts using engineered isogenic cancer cell lines that higher rates of chromosome missegregation sensitize to ionizing radiation, which itself induces mitotic errors. Consistent with this result, higher rates of anaphase defects in HPV-positive and HPV-negative HNC patient-derived xenograft tumors correlate with response to radiation. Moreover, laryngeal tumors with higher CIN before treatment tend to have an improved response to radiation therapy in the clinic. Furthermore, we show that docetaxel, a microtubule-stabilizing drug commonly used in combination with radiation, causes cell death and radiosensitizes cells by inducing abnormal multipolar spindles rather than causing mitotic arrest.

Conclusions: These results mechanistically implicate CIN as an inducer of radiation response and provide evidence that increasing the rate of CIN is a rational method to enhance radiation sensitivity, which has significant implications for personalized therapy.

目的:连续的染色体错误分离在连续的有丝分裂中,被称为染色体不稳定性(CIN),在癌症中很常见。虽然它与治疗耐药和预后不良有关,但增加CIN超过最大耐受阈值会导致细胞死亡,因为必需染色体的丢失。由于放射引起CIN,我们假设先前存在的CIN使肿瘤细胞对放射治疗敏感。方法和材料:我们通过敲低或过表达诱导滞后染色体的有丝分裂检查点蛋白有丝分裂阻滞缺陷1 (Mad1),在FaDu(头颈癌,HNC)和HeLa(宫颈)细胞中诱导导致CIN的有丝分裂缺陷。通过体外克隆实验和体内患者来源的异种移植物的肿瘤消退测试了辐射敏感性。采用MTT法测定人乳头瘤病毒(HPV)阳性和HPV阴性HNC细胞对多西紫杉醇的敏感性,并用免疫荧光显微镜定量有丝分裂缺陷。在体内评估多西他赛诱导的有丝分裂错误和肿瘤生长延迟。采用六染色体荧光原位杂交技术定量分析了一组接受放射治疗的喉癌患者的CIN。结果:在这里,我们使用工程等基因癌细胞系在两种组织环境中显示,较高的染色体错分离率对电离辐射敏感,电离辐射本身诱导有丝分裂错误。与这一结果一致的是,hpv阳性和hpv阴性HNC患者来源的异种移植肿瘤的后期缺陷率较高与放射反应相关。此外,治疗前CIN较高的喉部肿瘤对放射治疗的临床反应往往更好。此外,我们发现多西他赛是一种微管稳定药物,通常与辐射联合使用,通过诱导异常多极纺锤体而不是引起有丝分裂停止,导致细胞死亡和放射致敏细胞。结论:这些结果从机制上提示CIN是放射反应的诱导剂,并证明增加CIN率是提高放射敏感性的合理方法,对个体化治疗具有重要意义。
{"title":"Pretreatment Chromosomal Instability Correlates With Radiation Sensitivity in Squamous Cell Cancers.","authors":"Pippa F Cosper, Maha Paracha, Kathryn M Jones, Laura Hrycyniak, Les Henderson, Ava Bryan, Diego Eyzaguirre, Emily McCunn, Elizabeth Boulanger, Jun Wan, Kwangok P Nickel, Vanessa Horner, Rong Hu, Paul M Harari, Randall J Kimple, Beth A Weaver","doi":"10.1016/j.ijrobp.2025.12.014","DOIUrl":"10.1016/j.ijrobp.2025.12.014","url":null,"abstract":"<p><strong>Purpose: </strong>Continuous chromosome missegregation over successive mitotic divisions, known as chromosomal instability (CIN), is common in cancer. Though it has been associated with treatment resistance and poor prognosis, increasing CIN above a maximally tolerated threshold leads to cell death because of loss of essential chromosomes. Because radiation causes CIN, we hypothesize that pre-existing CIN sensitizes tumor cells to radiation therapy.</p><p><strong>Methods and materials: </strong>We induced mitotic defects that lead to CIN in FaDu (head and neck cancer, HNC) and HeLa (cervical) cells by knocking down or overexpressing the mitotic checkpoint protein mitotic arrest deficient 1 (Mad1), which induces lagging chromosomes. Radiation sensitivity was tested with clonogenic assays in vitro and tumor regression in patient-derived xenografts in vivo. MTT assays were used to determine the sensitivity of human papillomavirus (HPV) positive and HPV-negative HNC cells to docetaxel, and mitotic defects were quantified using immunofluorescence microscopy. Docetaxel-induced mitotic errors and tumor growth delay were evaluated in vivo. Six-chromosome fluorescence in situ hybridization was used to quantify CIN in a cohort of patients with laryngeal cancer treated with definitive radiation.</p><p><strong>Results: </strong>Here, we show in two tissue contexts using engineered isogenic cancer cell lines that higher rates of chromosome missegregation sensitize to ionizing radiation, which itself induces mitotic errors. Consistent with this result, higher rates of anaphase defects in HPV-positive and HPV-negative HNC patient-derived xenograft tumors correlate with response to radiation. Moreover, laryngeal tumors with higher CIN before treatment tend to have an improved response to radiation therapy in the clinic. Furthermore, we show that docetaxel, a microtubule-stabilizing drug commonly used in combination with radiation, causes cell death and radiosensitizes cells by inducing abnormal multipolar spindles rather than causing mitotic arrest.</p><p><strong>Conclusions: </strong>These results mechanistically implicate CIN as an inducer of radiation response and provide evidence that increasing the rate of CIN is a rational method to enhance radiation sensitivity, which has significant implications for personalized therapy.</p>","PeriodicalId":14215,"journal":{"name":"International Journal of Radiation Oncology Biology Physics","volume":" ","pages":""},"PeriodicalIF":6.5,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146010339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Interpretable Artificial Intelligence in Assisting Treatment Response Prediction for Locally Advanced Rectal Cancer After Neoadjuvant Chemoradiotherapy: A Prospective, Multicenter, Human-Model Interaction Study. 可解释的人工智能在协助局部晚期直肠癌新辅助放化疗后治疗反应预测中的应用:一项前瞻性、多中心、人体模型相互作用研究。
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-20 DOI: 10.1016/j.ijrobp.2025.12.025
Xiaolin Pang, Xiaobo Chen, Guangdong Zeng, Yi Ma, Minping Hong, Lili Feng, Peiyi Xie, Kaikai Wei, Jie Shi, Zhihao Cheng, Weidong Han, Hongjie Cai, Zaiyi Liu, Xinjuan Fan, Xiangbo Wan

Purpose: Preoperative assessment of pathologic complete response (pCR) to neoadjuvant therapy is an urgent need for anorectal preservation in patients with locally advanced rectal cancer (LARC). Artificial intelligence assistance remains challenging due to a lack of prospective validation and reliable interpretability.

Methods and materials: Eligible patients with LARC were retrospectively collected. Radiomic features extracted from postneoadjuvant therapy magnetic resonance imaging were applied to train a Deep Residual Shrinkage Network (DRSN) to generate Radscore for pCR probability. DRSN was integrated with significant clinicopathological factors to construct a multimodality model, named as RAPIDS-II, in the training set. RAPIDS-II performance in pCR prediction was verified in a testing set and further confirmed in a multicenter, prospective validation trial (NCT number: 04278274). The improvements of radiologists' visual assessment with RAPIDS-II assistance were evaluated in this prospective cohort. Area under curve (AUC) was used as primary endpoint for model performance.

Results: Retrospectively recruited 823 patients with LARC were divided into the training set (n = 575) and the testing set (n = 248). Compared with the DRSN model, RAPIDS-II showed a comparable AUC of 0.813 (95% CI, 0.736-0.874) in the testing set (P = 0.020). In the prospective validation cohort (n = 207), RAPIDS-II performed robustly with AUC of 0.795 (95%CI, 0.723-0.859) in identifying patients with pCR. Importantly, RAPIDS-II assistance improved in overall AUC and sensitivity of radiologists' visual assessment, especially for junior radiologists. Interpretable SHapley Additive exPlanations analysis identified that Radscore attributed most to RAPIDS-II prediction.

Conclusions: The interpretable RAPIDS-II model demonstrates good performance in pCR evaluation and shows potential as a tool to assist clinicians, particularly those with less experience, in tailoring individualized therapy.

目的:术前评估新辅助治疗的病理完全反应(pCR)是局部晚期直肠癌(LARC)患者肛肠保存的迫切需要。由于缺乏前瞻性验证和可靠的可解释性,人工智能辅助仍然具有挑战性。方法与材料:回顾性收集符合条件的LARC患者。应用从新辅助治疗后磁共振成像中提取的放射学特征来训练深度残余收缩网络(Deep Residual Shrinkage Network, DRSN),生成pCR概率的Radscore。将DRSN与重要的临床病理因素整合,在训练集中构建多模态模型,命名为RAPIDS-II。RAPIDS-II在pCR预测方面的性能在一组测试中得到验证,并在一项多中心前瞻性验证试验中得到进一步证实(NCT号:04278274)。在这个前瞻性队列中,评估了RAPIDS-II辅助下放射科医生视觉评估的改善。曲线下面积(AUC)作为模型性能的主要终点。结果:回顾性招募823例LARC患者,分为训练组(n = 575)和测试组(n = 248)。与DRSN模型相比,RAPIDS-II在测试集中的AUC为0.813 (95% CI, 0.736-0.874) (P = 0.020)。在前瞻性验证队列(n = 207)中,RAPIDS-II在识别pCR患者方面表现稳健,AUC为0.795 (95%CI, 0.723-0.859)。重要的是,RAPIDS-II辅助提高了放射科医生的总体AUC和视觉评估的敏感性,特别是对初级放射科医生。可解释的SHapley加性解释分析发现Radscore归因于RAPIDS-II预测。结论:可解释的RAPIDS-II模型在pCR评估中表现良好,并显示出作为辅助临床医生,特别是经验较少的临床医生定制个性化治疗工具的潜力。
{"title":"Interpretable Artificial Intelligence in Assisting Treatment Response Prediction for Locally Advanced Rectal Cancer After Neoadjuvant Chemoradiotherapy: A Prospective, Multicenter, Human-Model Interaction Study.","authors":"Xiaolin Pang, Xiaobo Chen, Guangdong Zeng, Yi Ma, Minping Hong, Lili Feng, Peiyi Xie, Kaikai Wei, Jie Shi, Zhihao Cheng, Weidong Han, Hongjie Cai, Zaiyi Liu, Xinjuan Fan, Xiangbo Wan","doi":"10.1016/j.ijrobp.2025.12.025","DOIUrl":"https://doi.org/10.1016/j.ijrobp.2025.12.025","url":null,"abstract":"<p><strong>Purpose: </strong>Preoperative assessment of pathologic complete response (pCR) to neoadjuvant therapy is an urgent need for anorectal preservation in patients with locally advanced rectal cancer (LARC). Artificial intelligence assistance remains challenging due to a lack of prospective validation and reliable interpretability.</p><p><strong>Methods and materials: </strong>Eligible patients with LARC were retrospectively collected. Radiomic features extracted from postneoadjuvant therapy magnetic resonance imaging were applied to train a Deep Residual Shrinkage Network (DRSN) to generate Radscore for pCR probability. DRSN was integrated with significant clinicopathological factors to construct a multimodality model, named as RAPIDS-II, in the training set. RAPIDS-II performance in pCR prediction was verified in a testing set and further confirmed in a multicenter, prospective validation trial (NCT number: 04278274). The improvements of radiologists' visual assessment with RAPIDS-II assistance were evaluated in this prospective cohort. Area under curve (AUC) was used as primary endpoint for model performance.</p><p><strong>Results: </strong>Retrospectively recruited 823 patients with LARC were divided into the training set (n = 575) and the testing set (n = 248). Compared with the DRSN model, RAPIDS-II showed a comparable AUC of 0.813 (95% CI, 0.736-0.874) in the testing set (P = 0.020). In the prospective validation cohort (n = 207), RAPIDS-II performed robustly with AUC of 0.795 (95%CI, 0.723-0.859) in identifying patients with pCR. Importantly, RAPIDS-II assistance improved in overall AUC and sensitivity of radiologists' visual assessment, especially for junior radiologists. Interpretable SHapley Additive exPlanations analysis identified that Radscore attributed most to RAPIDS-II prediction.</p><p><strong>Conclusions: </strong>The interpretable RAPIDS-II model demonstrates good performance in pCR evaluation and shows potential as a tool to assist clinicians, particularly those with less experience, in tailoring individualized therapy.</p>","PeriodicalId":14215,"journal":{"name":"International Journal of Radiation Oncology Biology Physics","volume":" ","pages":""},"PeriodicalIF":6.5,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146010242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Deformable Point Cloud Registration-Based Bidirectional Local Distance (DPCR-BLD): A Methodology for Systematic Evaluation and Visualization of Local Disagreements in Clinical Auto-Contouring. 基于可变形点云配准的双向局部距离(DPCR-BLD):一种临床自动轮廓中局部差异的系统评估和可视化方法。
IF 6.5 1区 医学 Q1 ONCOLOGY Pub Date : 2026-01-18 DOI: 10.1016/j.ijrobp.2026.01.009
Jingwei Duan, Libing Zhu, Rex A Cardan, Yi Rong, Richard A Popple, Carlos E Cardenas, Quan Chen

Background: Variability in auto-segmentation can arise from the training data, leading to disagreements with clinical practice. The anisotropic and localized nature of disagreements between two contours makes them challenging to evaluate using common metrics, which only provide insights on overall and global similarity.

Purpose: This study aims to develop Deformable Point Cloud Registration-Based Bidirectional Local Distance (DPCR-BLD), a methodology to systematically evaluate local disagreements in auto-segmentation.

Methods and materials: Given a reference (clinically-approved) and test (auto-generated) structure dataset, BLD was employed to quantify the local differences between test and reference structure point clouds. Using a validated reference contour as the template contour, each reference contour point cloud with assigned BLDs was deformably registered via the coherent-point-drift algorithm to propagate local discrepancies across the dataset. The proposed methodology was validated on two independent retrospective datasets including 73 structures across four common treatment sites for 1785 patients. An automatic outlier detection tool was also developed by determining the number of points falling outside defined thresholds.

Results: The DPCR-BLD methodology can reveal systematic local disagreements in different regions, offering insights into the magnitude and variability of how clinicians edit auto-contours in clinical practice. For instance, the brainstem auto-segmentation tends to over-contour the central superior region by 1 mm, while under-contouring the peripheral superior region by 1 mm. The automatic detection tool was able to detect statistical outlier, with the top three organs flagged as major edit are prostate (32.9%, n=51), seminal vesicle (23.5%, n=36), brainstem (18.7%, n=72). Template contour selection has minimal impact on results, once it adequately represents the organ morphology.

Conclusions: DPCR-BLD provides a mechanism to spatially identify local contour differences between two contour sets. Also, we demonstrate how this method could be used for contour outlier detection. Further work is needed to demonstrate the clinical utility of this tool in prospective evaluation of edits to AI-generated contours.

背景:训练数据可能引起自动分割的变异性,导致与临床实践的分歧。两个轮廓之间的差异具有各向异性和局部性,这使得使用通用度量来评估它们具有挑战性,这些度量只能提供总体和全局相似性的见解。目的:本研究旨在发展基于可变形点云配准的双向局部距离(DPCR-BLD),一种系统评估自动分割中局部分歧的方法。方法和材料:给定参考(临床批准)和测试(自动生成)结构数据集,BLD用于量化测试和参考结构点云之间的局部差异。利用验证的参考轮廓作为模板轮廓,通过相干点漂移算法对具有指定bld的每个参考轮廓点云进行变形配准,从而在数据集中传播局部差异。所提出的方法在两个独立的回顾性数据集上得到验证,这些数据集包括四个常见治疗地点的73个结构,涉及1785名患者。通过确定落在定义阈值之外的点的数量,还开发了一个自动离群检测工具。结果:DPCR-BLD方法可以揭示不同地区系统性的局部差异,为临床医生在临床实践中如何编辑自动轮廓的幅度和可变性提供见解。例如,脑干自动分割倾向于将中央上区轮廓过高1mm,而将周围上区轮廓过低1mm。自动检测工具能够检测到统计异常值,标记为主要编辑的前三个器官是前列腺(32.9%,n=51),精囊(23.5%,n=36),脑干(18.7%,n=72)。模板轮廓选择对结果的影响最小,一旦它充分代表器官形态。结论:DPCR-BLD提供了一种空间识别两组局部轮廓差异的机制。此外,我们还演示了如何将该方法用于轮廓异常点检测。需要进一步的工作来证明该工具在人工智能生成轮廓编辑的前瞻性评估中的临床实用性。
{"title":"Deformable Point Cloud Registration-Based Bidirectional Local Distance (DPCR-BLD): A Methodology for Systematic Evaluation and Visualization of Local Disagreements in Clinical Auto-Contouring.","authors":"Jingwei Duan, Libing Zhu, Rex A Cardan, Yi Rong, Richard A Popple, Carlos E Cardenas, Quan Chen","doi":"10.1016/j.ijrobp.2026.01.009","DOIUrl":"https://doi.org/10.1016/j.ijrobp.2026.01.009","url":null,"abstract":"<p><strong>Background: </strong>Variability in auto-segmentation can arise from the training data, leading to disagreements with clinical practice. The anisotropic and localized nature of disagreements between two contours makes them challenging to evaluate using common metrics, which only provide insights on overall and global similarity.</p><p><strong>Purpose: </strong>This study aims to develop Deformable Point Cloud Registration-Based Bidirectional Local Distance (DPCR-BLD), a methodology to systematically evaluate local disagreements in auto-segmentation.</p><p><strong>Methods and materials: </strong>Given a reference (clinically-approved) and test (auto-generated) structure dataset, BLD was employed to quantify the local differences between test and reference structure point clouds. Using a validated reference contour as the template contour, each reference contour point cloud with assigned BLDs was deformably registered via the coherent-point-drift algorithm to propagate local discrepancies across the dataset. The proposed methodology was validated on two independent retrospective datasets including 73 structures across four common treatment sites for 1785 patients. An automatic outlier detection tool was also developed by determining the number of points falling outside defined thresholds.</p><p><strong>Results: </strong>The DPCR-BLD methodology can reveal systematic local disagreements in different regions, offering insights into the magnitude and variability of how clinicians edit auto-contours in clinical practice. For instance, the brainstem auto-segmentation tends to over-contour the central superior region by 1 mm, while under-contouring the peripheral superior region by 1 mm. The automatic detection tool was able to detect statistical outlier, with the top three organs flagged as major edit are prostate (32.9%, n=51), seminal vesicle (23.5%, n=36), brainstem (18.7%, n=72). Template contour selection has minimal impact on results, once it adequately represents the organ morphology.</p><p><strong>Conclusions: </strong>DPCR-BLD provides a mechanism to spatially identify local contour differences between two contour sets. Also, we demonstrate how this method could be used for contour outlier detection. Further work is needed to demonstrate the clinical utility of this tool in prospective evaluation of edits to AI-generated contours.</p>","PeriodicalId":14215,"journal":{"name":"International Journal of Radiation Oncology Biology Physics","volume":" ","pages":""},"PeriodicalIF":6.5,"publicationDate":"2026-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146010270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
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International Journal of Radiation Oncology Biology Physics
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