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Independent Review Organization and Proton Therapy: Multistate Analysis and Legal Procedural Strategies.
IF 2.1 Q3 ONCOLOGY Pub Date : 2025-02-17 eCollection Date: 2025-03-01 DOI: 10.1016/j.ijpt.2025.100741
Eric D Brooks, Terence T Sio, Matthew S Ning, Christopher G Morris, Nancy P Mendenhall, Montreal Turner, Noreen K Vergara, Matthew Palmer, Mark E Artz

Purpose: Securing insurance authorization for proton therapy remains a challenge for many centers. When health insurance or employer-sponsored health plans deny coverage, Independent Review Organizations (IROs) can review proton therapy cases. However, despite providing an independent review pathway, IROs are often underutilized in securing approvals for care following a denial.

Materials and methods: We analyzed trends in IRO approvals, strategies, and legal procedures using publicly available data from California (CA), Washington (WA), and New York (NY).

Results: The aggregate analysis of the 3 states revealed an IRO average approval rate for proton therapy of 42.1%, with varying trends across states. All 3 states showed increases in IRO approval rates over time, averaging annual increases of +5.0%, +2.3%, and +7.2% for CA, WA, and NY, respectively. Sarcoma showed the highest IRO approval rate at 84.6%, followed by GYN cancers at 55.6% and breast cancer at 51.4%. CNS tumors and lymphomas had moderate approval rates at 44.7% and 40.0% respectively. Head and neck cancers had a 33.3% approval rate, while thoracic malignancies were at 36.8%. The lowest IRO approval rate was seen in prostate cancer at 16.5%. Qualitative analysis revealed that referencing guidelines, discussing published studies, citing trial inclusion, and submitting personalized letters were associated with higher IRO approval rates.

Conclusion: IRO reviews provide a more objective remedy for patients denied care through internal appeals, particularly for plans with historically unfavorable proton policies. Our study demonstrates that IRO appeals provide a valuable pathway to proton therapy access with higher overturn rates improving significantly in recent years. Nearly half of initially denied patients eventually received approval through this process. Proton centers should strategically utilize IRO reviews to increase patient access and improve approval chances.

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引用次数: 0
Application of Photon-Derived Worst-Case Robustness Criteria to Proton Therapy Planning.
IF 2.1 Q3 ONCOLOGY Pub Date : 2025-02-12 eCollection Date: 2025-03-01 DOI: 10.1016/j.ijpt.2025.100740
Krishmita Siwakoti, Allison P Dalton, Jared A Maas, Andrew M McDonald, Samuel R Marcrom, Rex A Cardan, Joseph Harms, John B Fiveash, Adam J Kole

Purpose: Robustness evaluation is critical for proton beam therapy (PBT) planning, but ideal robustness criteria are not clearly defined. Here, we compared robustness of PBT plans to published intensity-modulated radiation therapy (IMRT)-derived clinical target volume (CTV) robustness benchmarks and assessed the dosimetric impact of meeting IMRT-derived benchmarks on adjacent organs at risk.

Patients and methods: Patients receiving PBT to 70 GyE in 28 fractions to the prostate alone from 2021 to 2022 at our institution were evaluated. PBT plan robustness was evaluated in nominal and worst-case data scenarios for CTV V100%, CTV V95%, rectum V70 Gy, and bladder V60 Gy. Clinically delivered ("Clinical") plans were compared to IMRT-derived worst-case CTV benchmarks. If benchmarks were not met, PBT plans were modified to meet both CTV V100% and V95% goals ("Benchmark" plans). Dosimetric comparisons between Clinical and Benchmark plans used a Wilcoxon signed-rank test with alpha set at 0.05.

Results: Among 32 patients, median age and PSA at diagnosis were 71 years and 6.84 ng/mL, respectively. Most patients had favorable-intermediate risk disease (56.3%). Only 31% of clinical PBT met both worst-case CTV V100% > 90% and CTV V95% > 99% IMRT benchmarks. Plan renormalization (16 patients) or reoptimization (6 patients) resulted in all Benchmark plans meeting worst-case CTV thresholds. For Benchmark plans, nominal rectum V70 Gy increased from 0.72 to 0.92 cm3, and nominal bladder V60 Gy increased from 5.9% to 6.0% (P < .05 for each). Overall plan hot spot between Clinical and Benchmark plans increased from 104.5 to 105.5% (P < .05).

Conclusion: When compared to an IMRT-derived benchmark for robustness coverage, Clinical PBT plans were less robust. However, all PBT plans were successfully modified to meet worst-case CTV benchmark with limited clinically expected impact on organ at risk dosimetry. Consideration should be made to adopt these benchmark criteria for prostate PBT.

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引用次数: 0
Evaluation of Pelvic MRI-to-CT Deformable Registration for Adaptive MR-Guided Particle Therapy. 骨盆mri - ct可变形配准对适应性磁共振引导粒子治疗的评价。
IF 2.1 Q3 ONCOLOGY Pub Date : 2024-11-16 eCollection Date: 2024-12-01 DOI: 10.1016/j.ijpt.2024.100636
Rita Pestana, Katharina Seidensaal, Cedric Beyer, Jürgen Debus, Sebastian Klüter, Julia Bauer

Purpose: We aim to assess the magnetic resonance imaging (MRI)-to-CT deformable image registration (DIR) quality of our treatment planning system in the pelvic region as the first step of an online MRI-guided particle therapy clinical workflow.

Materials and methods: Using 2 different DIR algorithms, ANAtomically CONstrained Deformation Algorithm (ANACONDA), the DIR algorithm incorporated in RayStation, and Elastix, an open-source registration software, we retrospectively assessed the quality of the deformed CT (dCT) generation in the pelvic region for 5 patients. T1- and T2-weighted daily control MRI acquired prior to treatment delivery were used for the DIR. We compared the contours automatically mapped on the dCT against the manual contours on the MRI (ground truth) by calculating the Dice similarity coefficients and mean distances to the agreement for organs at risk, targets, and outer contour. We assessed the dosimetric impact of the DIR on the clinical treatment plans, comparing the dose-volume histograms and the value of the clinical goals achieved for each dCT. The water equivalent path lengths and dose range 80% (R80%) maps were compared by casting on the beams' eye view.

Results: The T1 sequences performed better for the DIR with ANACONDA compared against the T2. ANACONDA's performance agreed with Elastix. The bladder and rectum led to the worst agreement. For the remaining structures analyzed, Dice similarity coefficients above 0.80 were obtained. Maximum median deviations of 7.1 and 2.1 mm were observed for water equivalent path lengths and R80%, respectively, on the PTV.

Conclusion: This work shows a good agreement on the DIR quality achieved with ANACONDA for the structures in the beams' path. By comparing the R80% generated with ANACONDA and Elastix, we give a first quantification of the uncertainties to be considered in an online MRI-guided particle therapy workflow for pelvic treatment.

目的:我们旨在评估我们盆腔区域治疗计划系统的磁共振成像(MRI)到ct可变形图像配准(DIR)质量,作为在线MRI引导颗粒治疗临床工作流程的第一步。材料和方法:我们使用解剖约束变形算法(ANACONDA)、RayStation中合并的DIR算法和开源配准软件Elastix两种不同的DIR算法,回顾性评估5例患者骨盆区变形CT (dCT)生成的质量。治疗前获得的T1和t2加权每日对照MRI用于DIR。我们通过计算Dice相似系数和危险器官、目标和外部轮廓的平均距离,将dCT上自动映射的轮廓与MRI上的手动轮廓(ground truth)进行比较。我们评估了DIR对临床治疗计划的剂量学影响,比较了每次dCT的剂量-体积直方图和临床目标的实现价值。通过投射光束眼观,比较了水等效路径长度和剂量范围80% (R80%)图。结果:与T2相比,T1序列对ANACONDA的DIR效果更好。ANACONDA的性能与Elastix一致。膀胱和直肠导致了最糟糕的一致。对剩余结构进行分析,Dice相似系数均在0.80以上。在PTV上,水等效路径长度和R80%的最大中值偏差分别为7.1和2.1 mm。结论:本工作显示了ANACONDA对梁路径结构的DIR质量的良好一致性。通过比较ANACONDA和Elastix产生的R80%,我们首次量化了在线mri引导的骨盆治疗颗粒治疗工作流程中需要考虑的不确定性。
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引用次数: 0
Proton Versus CyberKnife Therapy Planning for Hypofractionated Treatment of Prostate With Focal Boost. 质子与射波刀治疗前列腺局灶增强的减分治疗方案。
IF 2.1 Q3 ONCOLOGY Pub Date : 2024-11-01 eCollection Date: 2024-12-01 DOI: 10.1016/j.ijpt.2024.100635
Inhwan Yeo, Alexander Goughenour, George Cernica, Wei Nie, Mindy Joo, Peng Wang, Jiajin Fan, Ashkan Parniani, Samir Kanani

Purpose: To compare intensity-modulated proton therapy with CyberKnife (CK) therapy for hypo-fractionated treatments of prostate with focal boost, as a first planning study for prostate with dose escalation to a dominant intraprostatic lesion (DIL).

Materials and methods: Ten patients who possess one DIL in their prostate and their CK plans that were used to treat the planning target volume of prostate were chosen. Six of the plans were further escalated to DIL. Intensity-modulated proton therapy plans were created for the patients with robust optimization, accounting for setup and range uncertainties for the clinical target volume (CTV) of prostate. The CK plans were then compared with the proton plans.

Results: In the worst scenario of the robust evaluation, the proton plans reasonably met all objectives and constraints used in CK planning for both CTV coverage and organs-at-risk (OAR) sparing. Under the nominal scenario of the robust optimization, the proton plans produced dosimetric values comparable to those by the CK plans for both CTV and DIL coverage. The average dose to CTV, outside DIL and urethra, was found lower in the proton plans than in the CK plans due to the uncertainties. A similar trend was observed for the dose conformity to CTV. These two findings, however, were not planning objectives. Regarding organs-at-risk sparing, the proton plans in the nominal scenario were comparable to the CK plans for doses >18.125 Gy; for doses below it, the proton performed better. This study offers a basis for a clinical trial of treatment of prostate cancer by proton that may be transferred from the CK system in our center.

Conclusion: The dosimetric objectives and constraints used in the CK plans were achieved with the proton plans.

目的:比较强度调制质子疗法和CyberKnife(CK)疗法对前列腺进行低分量治疗和病灶增强治疗的效果,作为对前列腺进行剂量升级至前列腺内主要病灶(DIL)的首次规划研究:选取前列腺内有一个 DIL 的 10 名患者及其用于治疗前列腺计划目标体积的 CK 计划。其中六项计划进一步升级为 DIL。考虑到前列腺临床靶体积(CTV)的设置和范围的不确定性,通过稳健优化为患者创建了强度调节质子治疗计划。然后将 CK 计划与质子计划进行比较:结果:在稳健评估的最坏情况下,质子计划合理地满足了 CK 计划中用于 CTV 覆盖和风险器官(OAR)疏通的所有目标和约束条件。在稳健优化的名义情况下,质子计划在 CTV 和 DIL 覆盖方面产生的剂量值与 CK 计划相当。由于存在不确定性,质子计划中 DIL 和尿道以外的 CTV 平均剂量低于 CK 计划。在 CTV 的剂量一致性方面也观察到类似的趋势。不过,这两项发现并非计划目标。关于风险器官的疏通,在剂量大于 18.125 Gy 的情况下,名义方案中的质子计划与 CK 计划相当;而在低于 18.125 Gy 的情况下,质子的表现更好。这项研究为质子治疗前列腺癌的临床试验提供了基础,我们中心的 CK 系统可能会转用质子治疗前列腺癌:质子计划实现了 CK 计划中使用的剂量学目标和限制。
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引用次数: 0
Reducing Radiation Dermatitis for PBS Proton Therapy Breast Cancer Patients Using SpotDelete. 使用 SpotDelete 减少 PBS 质子治疗乳腺癌患者的放射性皮炎。
IF 2.1 Q3 ONCOLOGY Pub Date : 2024-08-28 eCollection Date: 2024-09-01 DOI: 10.1016/j.ijpt.2024.100628
Samantha G Hedrick, Laura Buchanan, Stephen Mahan, Chester Ramsey

Purpose: The purpose of this work was to reduce the severity of radiation dermatitis for breast cancer patients receiving pencil beam scanning proton therapy. The hypothesis was that eliminating proton spots (SpotDelete) in the 0.5 cm skin rind would reduce the potentially higher relative biological effectiveness (RBE) known to occur at the Bragg Peak.

Patients and methods: Our center has been using an in-house developed Python script in RayStation since 2021 to remove spots from the skin rind of breast patients. In this work, we retrospectively reviewed the on-treatment visit data from a cohort of breast patients treated with hypofractionation (16 fractions) before this technique (MinDepth) and after (SpotDelete) to acquire the physician-reported radiation dermatitis scores. We evaluated the delivered treatment plans, calculating the linear energy transfer (LET) and applying 3 variable RBE models, Carabe-Fernandez, Wedenberg, and McNamara. An α/β of 10 was assumed for the skin.

Results: In the MinDepth cohort (n = 28), grade 1, 2, and 3 dermatitis accounted for 57%, 36%, and 7% of the cases, respectively. For SpotDelete (n = 27), the incidence rate of grade 1 and 2 acute radiation dermatitis was 67% and 37%, respectively. There were 0 instances of grade 3 dermatitis observed in the SpotDelete cohort. The onset of radiation dermatitis in the SpotDelete cohort was delayed compared to MinDepth, occurring 1 week later in the course of treatment. There was no significant difference in LET or in any of the variable RBE models when analyzing the 0.5 cm skin rind between the cohorts.

Conclusion: Despite the lack of correlation in LET or RBE, SpotDelete has been shown to reduce the severity and onset of radiation dermatitis. Possibly, more research into the α/β for skin and RBE models based on skin cell lines could provide insight into the efficacy of the SpotDelete technique.

目的:这项研究的目的是减轻接受铅笔束扫描质子治疗的乳腺癌患者放射性皮炎的严重程度。假设消除 0.5 厘米皮肤边缘的质子点(SpotDelete)将降低已知在布拉格峰发生的潜在较高相对生物效应(RBE):自 2021 年以来,我们中心一直在使用 RayStation 中自行开发的 Python 脚本来清除乳腺患者皮肤边缘的斑点。在这项工作中,我们回顾性地查看了一组乳腺癌患者在使用该技术(MinDepth)前和使用该技术(SpotDelete)后接受低分量治疗(16 次分次)的治疗访视数据,以获取医生报告的放射性皮炎评分。我们通过计算线性能量传递(LET)和应用 Carabe-Fernandez、Wedenberg 和 McNamara 三种可变 RBE 模型,对放射治疗计划进行了评估。假设皮肤的α/β为10:在 MinDepth 组群(28 人)中,1 级、2 级和 3 级皮炎分别占 57%、36% 和 7%。在 SpotDelete 组(n = 27)中,1 级和 2 级急性放射性皮炎的发病率分别为 67% 和 37%。在 SpotDelete 群体中观察到的 3 级皮炎为 0 例。与 MinDepth 相比,SpotDelete 组群中放射性皮炎的发病时间有所推迟,在治疗过程中推迟了 1 周。在分析队列之间的 0.5 厘米皮缘时,LET 或任何可变 RBE 模型均无明显差异:结论:尽管 LET 或 RBE 缺乏相关性,但 SpotDelete 已被证明能减轻放射性皮炎的严重程度并减少其发生。对皮肤的α/β和基于皮肤细胞系的 RBE 模型进行更多研究,可能会有助于深入了解 SpotDelete 技术的功效。
{"title":"Reducing Radiation Dermatitis for PBS Proton Therapy Breast Cancer Patients Using SpotDelete.","authors":"Samantha G Hedrick, Laura Buchanan, Stephen Mahan, Chester Ramsey","doi":"10.1016/j.ijpt.2024.100628","DOIUrl":"https://doi.org/10.1016/j.ijpt.2024.100628","url":null,"abstract":"<p><strong>Purpose: </strong>The purpose of this work was to reduce the severity of radiation dermatitis for breast cancer patients receiving pencil beam scanning proton therapy. The hypothesis was that eliminating proton spots (SpotDelete) in the 0.5 cm skin rind would reduce the potentially higher relative biological effectiveness (RBE) known to occur at the Bragg Peak.</p><p><strong>Patients and methods: </strong>Our center has been using an in-house developed Python script in RayStation since 2021 to remove spots from the skin rind of breast patients. In this work, we retrospectively reviewed the on-treatment visit data from a cohort of breast patients treated with hypofractionation (16 fractions) before this technique (MinDepth) and after (SpotDelete) to acquire the physician-reported radiation dermatitis scores. We evaluated the delivered treatment plans, calculating the linear energy transfer (LET) and applying 3 variable RBE models, Carabe-Fernandez, Wedenberg, and McNamara. An α/β of 10 was assumed for the skin.</p><p><strong>Results: </strong>In the MinDepth cohort (<i>n</i> = 28), grade 1, 2, and 3 dermatitis accounted for 57%, 36%, and 7% of the cases, respectively. For SpotDelete (<i>n</i> = 27), the incidence rate of grade 1 and 2 acute radiation dermatitis was 67% and 37%, respectively. There were 0 instances of grade 3 dermatitis observed in the SpotDelete cohort. The onset of radiation dermatitis in the SpotDelete cohort was delayed compared to MinDepth, occurring 1 week later in the course of treatment. There was no significant difference in LET or in any of the variable RBE models when analyzing the 0.5 cm skin rind between the cohorts.</p><p><strong>Conclusion: </strong>Despite the lack of correlation in LET or RBE, SpotDelete has been shown to reduce the severity and onset of radiation dermatitis. Possibly, more research into the α/β for skin and RBE models based on skin cell lines could provide insight into the efficacy of the SpotDelete technique.</p>","PeriodicalId":36923,"journal":{"name":"International Journal of Particle Therapy","volume":"13 ","pages":"100628"},"PeriodicalIF":2.1,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11408802/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142297403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Secondary Cancer in Prostate Cancer Patients Treated With Advanced External Beam Radiation Therapy. 接受先进体外放射治疗的前列腺癌患者的继发性癌症
IF 2.1 Q3 ONCOLOGY Pub Date : 2024-08-23 eCollection Date: 2024-09-01 DOI: 10.1016/j.ijpt.2024.100627
Sarah E Kulkarni, Sagar A Patel, Yuxian Sun, Ashesh B Jani, Theresa W Gillespie, Mark W McDonald, Yuan Liu

Purpose: Previous studies have shown that external beam radiation therapy is associated with an increased risk of second primary cancer (SPC) among prostate cancer (PCa) patients, but the relative risks associated with newer and advanced radiation modalities such as proton beam therapy (PBT) and stereotactic body radiation therapy (SBRT) are unclear. This study aimed to assess the relative probability of SPC among patients treated with these newer modalities compared to intensity-modulated radiation therapy (IMRT).

Patients and methods: Using the National Cancer Database (NCDB), N0M0 PCa cases diagnosed between 2004 and 2018 were identified. Second primary cancer probabilities were compared among those treated with curative-intent PBT, SBRT, and IMRT. Multivariable logistic regression and inverse probability of treatment weighting were used to generate adjusted odds ratios (aORs) and 95% confidence intervals (CIs).

Results: In total, 133 898 patients were included, with a median age of 69 years and median follow-up of 6.4 years. As their first course of treatment, 3420 (2.6%) received PBT, 121 211 (90.5%) received IMRT, and 9267 (6.9%) received SBRT. Compared with IMRT, PBT and SBRT were associated with lower SPC risk (aORs and 95% CIs, PBT: 0.49 [0.40-0.60], SBRT: 0.57 (0.51-0.63), P < .001). Inverse probability of treatment weighting analyses corroborated these results.

Conclusion: In this large national cohort, PBT and SBRT performed similarly and were associated with reduced SPC risk compared to IMRT when used as the first course of treatment.

目的:以往的研究表明,体外放射治疗与前列腺癌(PCa)患者罹患第二原发癌(SPC)的风险增加有关,但质子束治疗(PBT)和立体定向体放射治疗(SBRT)等更新、更先进的放射模式的相关风险尚不清楚。本研究旨在评估与调强放射治疗(IMRT)相比,接受这些较新模式治疗的患者发生SPC的相对概率:通过国家癌症数据库(NCDB),确定了2004年至2018年间诊断的N0M0 PCa病例。比较了接受治愈性PBT、SBRT和IMRT治疗的患者的二次原发癌概率。采用多变量逻辑回归和逆治疗概率加权生成调整后的几率比(aORs)和95%置信区间(CIs):共纳入 133 898 例患者,中位年龄为 69 岁,中位随访时间为 6.4 年。3420名患者(2.6%)接受了PBT治疗,121211名患者(90.5%)接受了IMRT治疗,9267名患者(6.9%)接受了SBRT治疗。与 IMRT 相比,PBT 和 SBRT 与较低的 SPC 风险相关(aORs 和 95% CIs,PBT:0.49 [0.40-0.60],SBRT:0.57 (0.51-0.63),P 结论:在这一大型全国队列中,PBT 和 SBRT 的疗效相似,与 IMRT 相比,PBT 和 SBRT 在作为第一疗程时可降低 SPC 风险。
{"title":"Secondary Cancer in Prostate Cancer Patients Treated With Advanced External Beam Radiation Therapy.","authors":"Sarah E Kulkarni, Sagar A Patel, Yuxian Sun, Ashesh B Jani, Theresa W Gillespie, Mark W McDonald, Yuan Liu","doi":"10.1016/j.ijpt.2024.100627","DOIUrl":"10.1016/j.ijpt.2024.100627","url":null,"abstract":"<p><strong>Purpose: </strong>Previous studies have shown that external beam radiation therapy is associated with an increased risk of second primary cancer (SPC) among prostate cancer (PCa) patients, but the relative risks associated with newer and advanced radiation modalities such as proton beam therapy (PBT) and stereotactic body radiation therapy (SBRT) are unclear. This study aimed to assess the relative probability of SPC among patients treated with these newer modalities compared to intensity-modulated radiation therapy (IMRT).</p><p><strong>Patients and methods: </strong>Using the National Cancer Database (NCDB), N0M0 PCa cases diagnosed between 2004 and 2018 were identified. Second primary cancer probabilities were compared among those treated with curative-intent PBT, SBRT, and IMRT. Multivariable logistic regression and inverse probability of treatment weighting were used to generate adjusted odds ratios (aORs) and 95% confidence intervals (CIs).</p><p><strong>Results: </strong>In total, 133 898 patients were included, with a median age of 69 years and median follow-up of 6.4 years. As their first course of treatment, 3420 (2.6%) received PBT, 121 211 (90.5%) received IMRT, and 9267 (6.9%) received SBRT. Compared with IMRT, PBT and SBRT were associated with lower SPC risk (aORs and 95% CIs, PBT: 0.49 [0.40-0.60], SBRT: 0.57 (0.51-0.63), <i>P</i> < .001). Inverse probability of treatment weighting analyses corroborated these results.</p><p><strong>Conclusion: </strong>In this large national cohort, PBT and SBRT performed similarly and were associated with reduced SPC risk compared to IMRT when used as the first course of treatment.</p>","PeriodicalId":36923,"journal":{"name":"International Journal of Particle Therapy","volume":"13 ","pages":"100627"},"PeriodicalIF":2.1,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11409042/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142297404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Particle Beam Radiobiology Status and Challenges: A PTCOG Radiobiology Subcommittee Report. 粒子束放射生物学的现状与挑战:PTCOG 放射生物学小组委员会报告。
IF 2.1 Q3 ONCOLOGY Pub Date : 2024-08-08 eCollection Date: 2024-09-01 DOI: 10.1016/j.ijpt.2024.100626
Reem Ahmad, Amelia Barcellini, Kilian Baumann, Malte Benje, Tamara Bender, Paloma Bragado, Alexandra Charalampopoulou, Reema Chowdhury, Anthony J Davis, Daniel K Ebner, John Eley, Jake A Kloeber, Robert W Mutter, Thomas Friedrich, Alvaro Gutierrez-Uzquiza, Alexander Helm, Marta Ibáñez-Moragues, Lorea Iturri, Jeannette Jansen, Miguel Ángel Morcillo, Daniel Puerta, Anggraeini Puspitasari Kokko, Daniel Sánchez-Parcerisa, Emanuele Scifoni, Takashi Shimokawa, Olga Sokol, Michael D Story, Juliette Thariat, Walter Tinganelli, Francesco Tommasino, Charlot Vandevoorde, Cläre von Neubeck

Particle therapy (PT) represents a significant advancement in cancer treatment, precisely targeting tumor cells while sparing surrounding healthy tissues thanks to the unique depth-dose profiles of the charged particles. Furthermore, their linear energy transfer and relative biological effectiveness enhance their capability to treat radioresistant tumors, including hypoxic ones. Over the years, extensive research has paved the way for PT's clinical application, and current efforts aim to refine its efficacy and precision, minimizing the toxicities. In this regard, radiobiology research is evolving toward integrating biotechnology to advance drug discovery and radiation therapy optimization. This shift from basic radiobiology to understanding the molecular mechanisms of PT aims to expand the therapeutic window through innovative dose delivery regimens and combined therapy approaches. This review, written by over 30 contributors from various countries, provides a comprehensive look at key research areas and new developments in PT radiobiology, emphasizing the innovations and techniques transforming the field, ranging from the radiobiology of new irradiation modalities to multimodal radiation therapy and modeling efforts. We highlight both advancements and knowledge gaps, with the aim of improving the understanding and application of PT in oncology.

粒子疗法(PT)是癌症治疗领域的一大进步,由于带电粒子独特的深度-剂量分布,它可以精确地靶向肿瘤细胞,同时保护周围的健康组织。此外,粒子的线性能量转移和相对生物效应增强了其治疗抗放射肿瘤(包括缺氧性肿瘤)的能力。多年来,广泛的研究为 PT 的临床应用铺平了道路,目前的目标是提高其疗效和精确度,最大限度地减少毒性。在这方面,放射生物学研究正朝着整合生物技术的方向发展,以推进药物发现和放射治疗优化。这种从基础放射生物学到了解 PT 分子机制的转变,旨在通过创新的剂量给药方案和联合治疗方法来扩大治疗窗口。本综述由来自不同国家的 30 多位撰稿人撰写,全面介绍了 PT 放射生物学的关键研究领域和新进展,强调了改变该领域的创新和技术,从新辐照模式的放射生物学到多模式放射治疗和建模工作。我们强调了研究进展和知识差距,旨在提高人们对肿瘤学中 PT 的理解和应用。
{"title":"Particle Beam Radiobiology Status and Challenges: A PTCOG Radiobiology Subcommittee Report.","authors":"Reem Ahmad, Amelia Barcellini, Kilian Baumann, Malte Benje, Tamara Bender, Paloma Bragado, Alexandra Charalampopoulou, Reema Chowdhury, Anthony J Davis, Daniel K Ebner, John Eley, Jake A Kloeber, Robert W Mutter, Thomas Friedrich, Alvaro Gutierrez-Uzquiza, Alexander Helm, Marta Ibáñez-Moragues, Lorea Iturri, Jeannette Jansen, Miguel Ángel Morcillo, Daniel Puerta, Anggraeini Puspitasari Kokko, Daniel Sánchez-Parcerisa, Emanuele Scifoni, Takashi Shimokawa, Olga Sokol, Michael D Story, Juliette Thariat, Walter Tinganelli, Francesco Tommasino, Charlot Vandevoorde, Cläre von Neubeck","doi":"10.1016/j.ijpt.2024.100626","DOIUrl":"10.1016/j.ijpt.2024.100626","url":null,"abstract":"<p><p>Particle therapy (PT) represents a significant advancement in cancer treatment, precisely targeting tumor cells while sparing surrounding healthy tissues thanks to the unique depth-dose profiles of the charged particles. Furthermore, their linear energy transfer and relative biological effectiveness enhance their capability to treat radioresistant tumors, including hypoxic ones. Over the years, extensive research has paved the way for PT's clinical application, and current efforts aim to refine its efficacy and precision, minimizing the toxicities. In this regard, radiobiology research is evolving toward integrating biotechnology to advance drug discovery and radiation therapy optimization. This shift from basic radiobiology to understanding the molecular mechanisms of PT aims to expand the therapeutic window through innovative dose delivery regimens and combined therapy approaches. This review, written by over 30 contributors from various countries, provides a comprehensive look at key research areas and new developments in PT radiobiology, emphasizing the innovations and techniques transforming the field, ranging from the radiobiology of new irradiation modalities to multimodal radiation therapy and modeling efforts. We highlight both advancements and knowledge gaps, with the aim of improving the understanding and application of PT in oncology.</p>","PeriodicalId":36923,"journal":{"name":"International Journal of Particle Therapy","volume":"13 ","pages":"100626"},"PeriodicalIF":2.1,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11386331/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142297402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical Translation of a Deep Learning Model of Radiation-Induced Lymphopenia for Esophageal Cancer. 食管癌放射诱导淋巴细胞减少症深度学习模型的临床转化。
IF 2.1 Q3 ONCOLOGY Pub Date : 2024-08-05 eCollection Date: 2024-09-01 DOI: 10.1016/j.ijpt.2024.100624
Zongsheng Hu, Radhe Mohan, Yan Chu, Xiaochun Wang, Peter S N van Rossum, Yiqing Chen, Madison E Grayson, Angela G Gearhardt, Clemens Grassberger, Degui Zhi, Brian P Hobbs, Steven H Lin, Wenhua Cao

Purpose: Radiation-induced lymphopenia is a common immune toxicity that adversely impacts treatment outcomes. We report here our approach to translate a deep-learning (DL) model developed to predict severe lymphopenia risk among esophageal cancer into a strategy for incorporating the immune system as an organ-at-risk (iOAR) to mitigate the risk.

Materials and methods: We conducted "virtual clinical trials" utilizing retrospective data for 10 intensity-modulated radiation therapy (IMRT) and 10 passively-scattered proton therapy (PSPT) esophageal cancer patients. For each patient, additional treatment plans of the modality other than the original were created employing standard-of-care (SOC) dose constraints. Predicted values of absolute lymphocyte count (ALC) nadir for all plans were estimated using a previously-developed DL model. The model also yielded the relative magnitudes of contributions of iOARs dosimetric factors to ALC nadir, which were used to compute iOARs dose-volume constraints, which were incorporated into optimization criteria to produce "IMRT-enhanced" and "intensity-modulated proton therapy (IMPT)-enhanced" plans.

Results: Model-predicted ALC nadir for the original IMRT (IMRT-SOC) and PSPT plans agreed well with actual values. IMPT-SOC showed greater immune sparing vs IMRT and PSPT. The average mean body doses were 13.10 Gy vs 7.62 Gy for IMRT-SOC vs IMPT-SOC for patients treated with IMRT-SOC; and 8.08 Gy vs 6.68 Gy for PSPT vs IMPT-SOC for patients treated with PSPT. For IMRT patients, the average predicted ALC nadir of IMRT-SOC, IMRT-enhanced, IMPT-SOC, and IMPT-enhanced was 281, 327, 351, and 392 cells/µL, respectively. For PSPT patients, the average predicted ALC nadir of PSPT, IMPT-SOC, and IMPT-enhanced was 258, 316, and 350 cells/µL, respectively. Enhanced plans achieved higher predicted ALC nadir, with an average improvement of 40.8 cells/µL (20.6%).

Conclusion: The proposed DL model-guided strategy to incorporate the immune system as iOAR in IMRT and IMPT optimization has the potential for radiation-induced lymphopenia mitigation. A prospective clinical trial is planned.

目的:放射诱导的淋巴细胞减少症是一种常见的免疫毒性,会对治疗效果产生不利影响。我们在此报告了我们将为预测食管癌严重淋巴细胞减少症风险而开发的深度学习(DL)模型转化为将免疫系统作为风险器官(iOAR)以降低风险的策略的方法:我们利用 10 例调强放射治疗(IMRT)和 10 例被动散射质子治疗(PSPT)食管癌患者的回顾性数据进行了 "虚拟临床试验"。根据标准治疗(SOC)剂量限制,为每位患者制定了除原始治疗方案之外的其他治疗方案。所有计划的绝对淋巴细胞计数 (ALC) 最低点预测值都是通过之前开发的 DL 模型估算出来的。该模型还得出了 iOARs 剂量测定因子对 ALC nadir 的相对贡献大小,并将其用于计算 iOARs 剂量-容积约束,将其纳入优化标准,以生成 "IMRT 增强 "和 "强度调制质子疗法 (IMPT) 增强 "计划:原始 IMRT(IMRT-SOC)和 PSPT 方案的模型预测 ALC nadir 与实际值非常吻合。与 IMRT 和 PSPT 相比,IMPT-SOC 显示出更大的免疫疏通作用。对于接受 IMRT-SOC 治疗的患者,IMRT-SOC 与 IMPT-SOC 的平均体内剂量分别为 13.10 Gy 与 7.62 Gy;对于接受 PSPT 治疗的患者,PSPT 与 IMPT-SOC 的平均体内剂量分别为 8.08 Gy 与 6.68 Gy。对于 IMRT 患者,IMRT-SOC、IMRT-增强、IMPT-SOC 和 IMPT-增强的平均预测 ALC nadir 分别为 281、327、351 和 392 cells/µL。对于 PSPT 患者,PSPT、IMPT-SOC 和 IMPT 增强型的平均预测 ALC 最低值分别为 258、316 和 350 cells/µL。增强型计划实现了更高的预测 ALC 最低值,平均提高了 40.8 个细胞/微升(20.6%):结论:将免疫系统作为iOAR纳入IMRT和IMPT优化的DL模型指导策略具有缓解放射诱导的淋巴细胞减少症的潜力。计划进行前瞻性临床试验。
{"title":"Clinical Translation of a Deep Learning Model of Radiation-Induced Lymphopenia for Esophageal Cancer.","authors":"Zongsheng Hu, Radhe Mohan, Yan Chu, Xiaochun Wang, Peter S N van Rossum, Yiqing Chen, Madison E Grayson, Angela G Gearhardt, Clemens Grassberger, Degui Zhi, Brian P Hobbs, Steven H Lin, Wenhua Cao","doi":"10.1016/j.ijpt.2024.100624","DOIUrl":"10.1016/j.ijpt.2024.100624","url":null,"abstract":"<p><strong>Purpose: </strong>Radiation-induced lymphopenia is a common immune toxicity that adversely impacts treatment outcomes. We report here our approach to translate a deep-learning (DL) model developed to predict severe lymphopenia risk among esophageal cancer into a strategy for incorporating the immune system as an organ-at-risk (iOAR) to mitigate the risk.</p><p><strong>Materials and methods: </strong>We conducted \"virtual clinical trials\" utilizing retrospective data for 10 intensity-modulated radiation therapy (IMRT) and 10 passively-scattered proton therapy (PSPT) esophageal cancer patients. For each patient, additional treatment plans of the modality other than the original were created employing standard-of-care (SOC) dose constraints. Predicted values of absolute lymphocyte count (ALC) nadir for all plans were estimated using a previously-developed DL model. The model also yielded the relative magnitudes of contributions of iOARs dosimetric factors to ALC nadir, which were used to compute iOARs dose-volume constraints, which were incorporated into optimization criteria to produce \"IMRT-enhanced\" and \"intensity-modulated proton therapy (IMPT)-enhanced\" plans.</p><p><strong>Results: </strong>Model-predicted ALC nadir for the original IMRT (IMRT-SOC) and PSPT plans agreed well with actual values. IMPT-SOC showed greater immune sparing vs IMRT and PSPT. The average mean body doses were 13.10 Gy vs 7.62 Gy for IMRT-SOC vs IMPT-SOC for patients treated with IMRT-SOC; and 8.08 Gy vs 6.68 Gy for PSPT vs IMPT-SOC for patients treated with PSPT. For IMRT patients, the average predicted ALC nadir of IMRT-SOC, IMRT-enhanced, IMPT-SOC, and IMPT-enhanced was 281, 327, 351, and 392 cells/µL, respectively. For PSPT patients, the average predicted ALC nadir of PSPT, IMPT-SOC, and IMPT-enhanced was 258, 316, and 350 cells/µL, respectively. Enhanced plans achieved higher predicted ALC nadir, with an average improvement of 40.8 cells/µL (20.6%).</p><p><strong>Conclusion: </strong>The proposed DL model-guided strategy to incorporate the immune system as iOAR in IMRT and IMPT optimization has the potential for radiation-induced lymphopenia mitigation. A prospective clinical trial is planned.</p>","PeriodicalId":36923,"journal":{"name":"International Journal of Particle Therapy","volume":"13 ","pages":"100624"},"PeriodicalIF":2.1,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11369390/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142126792","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cone-Beam CT Images as an Indicator of QACT During Adaptive Proton Therapy of Extremity Sarcomas. 锥形束 CT 图像作为四肢肉瘤自适应质子治疗过程中 QACT 的指标。
IF 2.1 Q3 ONCOLOGY Pub Date : 2024-04-26 eCollection Date: 2024-06-01 DOI: 10.1016/j.ijpt.2024.100017
Nrusingh C Biswal, Baoshe Zhang, Elizabeth Nichols, Matthew E Witek, William F Regine, ByongYong Yi

Purpose: Periodic quality assurance CTs (QACTs) are routine in proton beam therapy. In this study, we tested whether the necessity for a QACT could be determined by evaluating the change in beam path length (BPL) on daily cone-beam CT (CBCT).

Patients and methods: In this Institutional Review Board-approved study, we retrospectively analyzed 959 CBCT images from 78 patients with sarcomas treated with proton pencil-beam scanning. Plans on 17 QACTs out of a total of 243 were clinically determined to be replanned for various reasons. Daily CBCTs were retrospectively analyzed by automatic ray-tracing of each beam from the isocenter to the skin surface along the central axis. A script was developed for this purpose. Patterns of change in BPL on CBCT images were compared to those from adaptive planning using weekly QACTs.

Results: Sixteen of the 17 adaptive replans showed BPL changes ≥4 mm for at least 1 of the beams on 3 consecutive CBCT sessions. Similarly, 43 of 63 nonadaptively planned patients had BPL changes <4 mm for all of the beams. A new QACT criterium of a BPL change of any beam ≥4 mm on 3 consecutive CBCT sessions resulted in a sensitivity of 94.1% and a specificity of 68.3%. Had the BPL change been used as the QACT predictor, a total of 37 QACTs would have been performed rather than 243 QACTs in clinical practice.

Conclusion: The use of BPL changes on CBCT images represented a significant reduction (85%) in total QACT burden while maintaining treatment quality and accuracy. QACT can be performed only when it is needed, but not in a periodic manner. The benefits of reducing QACT frequency include reducing imaging dose and optimizing patient time and staff resources.

目的:定期质量保证 CT(QACT)是质子束治疗的常规方法。在这项研究中,我们测试了是否有必要通过评估每日锥束 CT(CBCT)上束路径长度(BPL)的变化来确定是否需要进行 QACT:在这项经机构审查委员会批准的研究中,我们回顾性分析了 78 名接受质子铅笔束扫描治疗的肉瘤患者的 959 张 CBCT 图像。在总共 243 个 QACT 中,有 17 个 QACT 的计划因各种原因被临床确定为需要重新计划。通过对每束射线从等中心到皮肤表面沿中心轴进行自动射线追踪,对每天的 CBCT 进行回顾性分析。为此开发了一个脚本。将 CBCT 图像上 BPL 的变化模式与使用每周 QACTs 进行自适应规划的模式进行比较:结果:在 17 个自适应重扫描中,有 16 个在连续 3 次 CBCT 扫描中至少有 1 个光束的 BPL 变化≥4 mm。同样,63 名非适应性计划患者中有 43 人的 BPL 发生了变化:使用 CBCT 图像上的 BPL 变化可显著减少(85%)QACT 的总负担,同时保持治疗质量和准确性。只有在需要时才能进行 QACT,而不是定期进行。减少 QACT 频率的好处包括降低成像剂量、优化患者时间和人力资源。
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引用次数: 0
PTCOG Gastrointestinal Subcommittee Lower Gastrointestinal Tract Malignancies Consensus Statement. PTCOG 胃肠道小组委员会下消化道恶性肿瘤共识声明。
IF 1.7 Q3 ONCOLOGY Pub Date : 2024-04-26 eCollection Date: 2024-03-01 DOI: 10.1016/j.ijpt.2024.100019
J Isabelle Choi, Andrzej Wojcieszynski, Richard A Amos, Huan Giap, Smith Apisarnthanarax, Jonathan B Ashman, Aman Anand, Luis A Perles, Tyler Williamson, Shanmugasundaram Ramkumar, Jason Molitoris, Charles B Simone, Michael D Chuong

Purpose: Radiotherapy delivery in the definitive management of lower gastrointestinal (LGI) tract malignancies is associated with substantial risk of acute and late gastrointestinal (GI), genitourinary, dermatologic, and hematologic toxicities. Advanced radiation therapy techniques such as proton beam therapy (PBT) offer optimal dosimetric sparing of critical organs at risk, achieving a more favorable therapeutic ratio compared with photon therapy.

Materials and methods: The international Particle Therapy Cooperative Group GI Subcommittee conducted a systematic literature review, from which consensus recommendations were developed on the application of PBT for LGI malignancies.

Results: Eleven recommendations on clinical indications for which PBT should be considered are presented with supporting literature, and each recommendation was assessed for level of evidence and strength of recommendation. Detailed technical guidelines pertaining to simulation, treatment planning and delivery, and image guidance are also provided.

Conclusion: PBT may be of significant value in select patients with LGI malignancies. Additional clinical data are needed to further elucidate the potential benefits of PBT for patients with anal cancer and rectal cancer.

目的:在下消化道(LGI)恶性肿瘤的最终治疗中,放疗与急性和晚期胃肠道(GI)、泌尿生殖系统、皮肤和血液毒性的巨大风险相关。质子束疗法(PBT)等先进的放射治疗技术能最大限度地保留有风险的关键器官的剂量,与光子疗法相比,能获得更有利的治疗比:国际粒子治疗合作组消化道小组委员会进行了一次系统的文献综述,并在此基础上就PBT在LGI恶性肿瘤中的应用提出了共识性建议:结果:共提出了 11 项关于应考虑使用 PBT 的临床适应症的建议,并附有支持性文献,对每项建议都进行了证据级别和推荐强度评估。此外,还提供了有关模拟、治疗计划和实施以及图像引导的详细技术指南:结论:PBT 可能对某些 LGI 恶性肿瘤患者有重要价值。需要更多临床数据来进一步阐明 PBT 对肛门癌和直肠癌患者的潜在益处。
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引用次数: 0
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International Journal of Particle Therapy
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