VMAT

vmat
  • 文章类型: Journal Article
    (1)背景:头颈部肿瘤的治疗,包括体积调制电弧疗法(VMAT)等先进技术,为维持患者生活质量(QoL)提出了挑战。因此,彻底调查放射治疗(RT)如何影响患者已被证明是至关重要的。由此衍生,这项研究旨在了解不仅RT和QoL之间的复杂相互作用,还有症状严重程度,以及患者治疗的三个不同时间点的治疗相关毒性;(2)方法:实现这一目标,EORTC-QLQ-C30和EORTCQLQ-H&N35问卷结合EORTC_RTOG评分标准和Spearman的rho统计分析,对74例接受VMAT放射治疗的癌症患者进行了研究;(3)结果:结果显示治疗后整体健康指数明显改善,表明治疗期间暂时下降,随后恢复,经常超过治疗前的QoL水平。同时观察到症状学减少,尤其是在疼痛中,吞咽困难,口干,与先前的研究一致,表明治疗后症状负担降低。然而,治疗期间两个不同时间点的Spearman相关系数分析揭示了危险器官(OAR)的剂量学数据与报告的症状之间的不同程度的相关性。强调使用QoL问卷作为治疗疗效唯一指标的潜在局限性。我们对剂量学数据之间的相关性进行了调查,毒性,症状集中在辐射剂量和口腔粘膜炎水平之间的关系上,头颈部癌症患者常见的毒性。毒性水平和剂量学参数之间存在显著关联,特别是OAR,如腮腺,口腔,吞咽肌肉,强调EORTC方法作为一种可靠的毒性评估工具的实用性;(4)结论:总结,当前的研究试图强调完善QoL评估对增强患者护理的重要性。剂量数据的整合,症状严重程度,以及接受VMAT放射治疗的头颈部癌症患者的QoL结局中与治疗相关的毒性,在未来以患者为中心的放射治疗实践中,可以导致治疗策略的优化和患者预后的改善。
    (1) Background: Head and neck cancer treatment, including advanced techniques like Volumetric Modulated Arc Therapy (VMAT), presents challenges for maintaining patient quality of life (QoL). Thus, thoroughly investigating how radiation therapy (RT) affects patients has been proved essential. Derived by that, this study aims to understand the complex interactions between not only RT and QoL but also symptom severity, and treatment-related toxicities in three distinct time points of patient\'s treatment; (2) Methods: To achieve that, EORTC-QLQ-C30 and EORTC QLQ-H&N35 questionnaires were used in combination with EORTC_RTOG scoring criteria and Spearman\'s rho statistical analysis for 74 patients with cancer undergoing VMAT radiation therapy; (3) Results: The results revealed a significant improvement in the Overall Health Index post-treatment, indicating a temporary decline during therapy followed by subsequent recovery, often surpassing pre-treatment QoL levels. Concurrently a reduction in symptomatology was observed, notably in pain, swallowing difficulties, and dry mouth, aligning with prior research indicating decreased symptom burden post-treatment. However, Spearman\'s correlation coefficient analysis at two distinct time points during therapy uncovered varying degrees of correlation between dosimetric data at Organs at Risk (OARs) and reported symptoms, highlighting potential limitations in using QoL questionnaires as sole indicators of treatment efficacy. Our investigation into the correlation between dosimetric data, toxicity, and symptoms focused on the relationship between radiation doses and oral mucositis levels, a common toxicity in head and neck cancer patients. Significant associations were identified between toxicity levels and dosimetric parameters, particularly with OARs such as the parotid glands, oral cavity, and swallowing muscles, underlining the utility of the EORTC method as a reliable toxicity assessment tool; (4) Conclusions: To summarize, current research attempts to underscore the importance of refining QoL assessments for enhanced patient care. The integration of dosimetric data, symptom severity, and treatment-related toxicities in the QoL outcomes of head and neck cancer patients undergoing VMAT radiation therapy, can lead towards the optimization of treatment strategies and the improvement of patient outcomes in future patient-centered radiation therapy practices.
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  • 文章类型: Journal Article
    目的本研究探讨了十年来采用常规调强放疗(cIMRT)和体积调强电弧疗法(VMAT)后局部晚期头颈部鳞状细胞癌(HNSCC)的结果。研究区域的合并症较高,与HNSCC发病率增加和预后较差相关。材料与方法对电子病历进行了10年的回顾性回顾,包括296例III期患者,IVA,和IVBHNSCC(美国癌症联合委员会,第七版)。使用Kaplan-Meier生存曲线比较VMAT和cIMRT之间的生存结果,并使用Cox比例风险模型校正相关人口统计学因素。使用R软件进行分析(RFoundation,维也纳,奥地利)。结果该队列的中位年龄为63岁,包括80%的男性。口咽是最常见的原发肿瘤部位。264(89%)接受了cIMRT(22%)或VMAT(67%)的50Gy或更高剂量的辐射。五年后,局部区域控制率(LC)和总生存率(OS)分别为79.5%和56.7%,分别。VMAT在五年OS方面表现出显着改善(cIMRT为63.4%,而cIMRT为43.8%,p=0.0023),但在五年LC中没有显着差异(81%VMAT与74.5%cIMRT,p=0.17)。在22%的患者中观察到3-4级急性毒性。结论尽管合并症发生率较高,但VMAT和cIMRT在局部晚期HNSCC中表现出优异的LC。值得注意的是,与cIMRT相比,VMAT与明显更好的OS相关。这些结果超过了历史数据,这表明VMAT技术可能会改善患者的预后。然而,需要更大规模的随机对照试验和剂量学研究来证实这些发现.
    Purpose This study examines the outcomes of locally advanced head and neck squamous cell carcinoma (HNSCC) following the adoption of conventional intensity-modulated radiotherapy (cIMRT) and volumetric-modulated arc therapy (VMAT) over a decade. The region under study has higher comorbidities associated with increased HNSCC incidence and poorer prognosis. Materials and methods A 10-year retrospective review of electronic medical records included 296 patients with stage III, IVA, and IVB HNSCC (American Joint Committee on Cancer, Seventh edition). Survival outcomes were compared between VMAT and cIMRT using Kaplan-Meier survival curves and adjusted for relevant demographic factors using Cox\'s proportional hazards model. Analysis was performed using R software (R Foundation, Vienna, Austria). Results The median age of the cohort was 63 years, comprising of 80% males. The oropharynx was the most common primary tumor site. 264 (89%) received 50Gy or higher dose radiation by either cIMRT (22%) or VMAT (67%). At five years, locoregional control (LC) and overall survival (OS) rates were 79.5% and 56.7%, respectively. VMAT showed a significant improvement in five-year OS (63.4% versus 43.8% for cIMRT, p=0.0023) but no significant difference in five-year LC (81% VMAT versus 74.5% cIMRT, p=0.17). Grade 3-4 acute toxicity was observed in 22% of patients. Conclusions VMAT and cIMRT demonstrated excellent LC in locally advanced HNSCC despite high comorbidity rates. Notably, VMAT was associated with significantly better OS compared to cIMRT. These outcomes surpass historical data, suggesting that VMAT technology may lead to improved patient outcomes. However, larger randomized controlled trials and dosimetric studies are needed to confirm these findings.
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  • 文章类型: Journal Article
    我们已经使用基于Anzai激光的门控设备与视觉引导结合Elekta线性加速器,在腹部压迫下实施了门控立体定向放射治疗。为了确保准确性,我们通过关联来自激光传感器的呼吸曲线和来自借助呼吸曲线重建的4D计算机断层扫描(CT)图像的肿瘤位置,为每位患者配置了门控窗口.这使我们能够定义一个患者特定的门控窗口,以保持肿瘤位移在5毫米以下,从结束呼气,假设肿瘤轨迹的可重复性和基于激光的体表测量。结果总结如下:1)通过采集由20个相位CT集和呼吸曲线组成的4DCT,获得了患者特定的门控窗口内部目标体积(ITV),该目标体积相对于呼气末具有预定的最大肿瘤位移。来自Anzai系统。2)通过基于预定的相对于呼气末的最大肿瘤位移在呼吸曲线上设置两个不同的阈值来管理呼吸滞后。3)腹部压缩增加门控窗口宽度,从而可能导致更快的门控光束传输。4)滑窗门控调强放疗(IMRT)的伽马指数通过率优于门控体积调强治疗(VMAT)。5)帧内门控锥形束计算机断层扫描(CBCT)表明,在立体定向门控滑动窗口IMRT期间,肿瘤似乎仍保留在门控窗口ITV内。总之,我们在临床上成功实施了门控立体定向放射治疗,并取得了良好的临床验证结果。需要评估更多的案例以提高有效性。
    We have clinically implemented gated stereotactic body radiotherapy under abdominal compression using an Anzai laser-based gating device with visual guidance in combination with an Elekta linear accelerator. To ensure accuracy, we configured the gating window for each patient by correlating the respiratory curve from the laser sensor and the tumor positions from the 4D computed tomography (CT) images reconstructed with the aid of the respiratory curve. This allowed us to define a patient-specific gating window to keep the tumor displacement below 5 mm from the end-expiration, assuming the reproducibility of the tumor trajectories and the laser-based body surface measurements. Results are summarized as follows: 1) A patient-specific gating window internal target volume (ITV) with a prespecified maximum tumor displacement relative to the end-expiration was obtained by acquiring a 4D CT consisting of 20 phase CT sets and a respiratory curve from the Anzai system. 2) Respiratory hysteresis was managed by setting two different thresholds on the respiratory curve based on the predetermined maximum tumor displacement relative to end-expiration. 3) Abdominal compression increased gating window width, thereby presumably leading to faster gated-beam delivery. 4) Gamma index pass rates in sliding-window gated intensity-modulated radiotherapy (IMRT) were superior to those in gated volumetric modulated arc therapy (VMAT). 5) Intrafraction gated cone-beam computed tomography (CBCT) demonstrated that the tumor appeared to remain within the gating window ITV during the stereotactic gated sliding-window IMRT. In conclusion, we have successfully implemented gated stereotactic body radiotherapy at our clinic and achieved a favorable clinical validation result. More cases need to be evaluated to increase the validity.
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  • 文章类型: Journal Article
    目的我们试图探索使用当前的共平面Halcyon环递送系统(RDS)与新型多叶准直器(MLC)孔径形状控制器通过立体定向放射治疗(SBRT)将30Gy的单次高剂量递送到孤立性肺病变的可行性。材料和方法先前使用非共面体积调节电弧疗法(VMAT)弧在TrueBeam(6MV-FFF)上通过SBRT对肺部病变进行了30Gy单剂量治疗的13名非小细胞肺癌(NSCLC)患者匿名化并按照RTOG-0915单分数标准重新扫描到HalcyonRDS(6MV-FFF)上。Halcyon计划在使用用户定义的孔径形状控制器选项进行VMAT优化之前,利用了一种新颖的基于动态共形弧(DCA)的MLC拟合方法。临床TrueBeam和Halcyon计划通过其协议合规性进行比较,目标一致性,梯度指数,和对危险器官(OAR)的剂量。通过Halcyon的端到端质量保证(QA)测试和通过内部蒙特卡洛(MC)第二次检查验证的独立剂量验证来评估治疗交付的有效性和准确性。结果所有Halcyon肺SBRT计划均符合RTOG-0915协议对目标覆盖的要求,一致性,和梯度指数,和最大剂量2cm远离目标(D2cm),而在与临床TrueBeam计划相比时统计学上不显著(p>0.05)。此外,Halcyon提供了与OAR相似的剂量,除了肋骨,Halcyon的最大剂量较低(15.22Gyvs17.01Gy,p<0.001)。然而,Halcyon计划需要更高的总监控单元(8892MUvs7413MU,p<0.001),导致更高的波束调制因子(2.96MU/cGyvs2.47MU/cGy,p<0.001),并且开束时间增加了2.1倍(11.11分钟vs5.3分钟,p<0.005)。端到端QA测量表明Halcyon计划在临床上是可接受的,2%/2mm标准的平均伽马通过率为99.8%,独立的MC第二次检查在±2.86%之内。结论我们的端到端测试和验证研究表明,通过在VMAT优化之前利用基于DCA的MLC孔径形状控制器,Halcyon可用于递送单剂量的肺SBRT治疗。然而,HalcyonRDS的未来改进建议允许更高的输出率,旋转沙发校正,和一个集成的帧内运动管理系统,将进一步增强Halcyon对特定地点单剂量SBRT的能力。
    Purpose We sought to explore the feasibility of using the current co-planar Halcyon ring delivery system (RDS) with a novel multileaf collimator (MLC) aperture shape controller in delivering a single high dose of 30 Gy to solitary lung lesions via stereotactic body radiotherapy (SBRT). Materials and methods Thirteen non-small-cell lung cancer (NSCLC) patients previously treated with a single dose of 30 Gy to lung lesions via SBRT on the TrueBeam (6MV-FFF) using non-coplanar volumetric modulated arc therapy (VMAT) arcs were anonymized and replanned onto the Halcyon RDS (6MV-FFF) following RTOG-0915 single-fraction criteria. The Halcyon plans utilized a novel dynamic conformal arc (DCA)-based MLC-fitting approach before VMAT optimization with a user-defined aperture shape controller option. The clinical TrueBeam and Halcyon plans were compared via their protocol compliance, target conformity, gradient index, and dose to organs-at-risk (OAR). Treatment delivery efficacy and accuracy were assessed through end-to-end quality assurance (QA) tests on Halcyon and independent dose verification via in-house Monte Carlo (MC) second-check validation. Results All Halcyon lung SBRT plans met RTOG-0915 protocol\'s requirements for target coverage, conformity, and gradient indices, and maximum dose 2 cm away from the target (D2cm) while being statistically insignificant (p > 0.05) when compared to clinical TrueBeam plans. Additionally, Halcyon provided a similar dose to OAR except for the ribs, where Halcyon demonstrated a lower maximum dose (15.22 Gy vs 17.01 Gy, p < 0.001). However, Halcyon plans required a higher total monitor unit (8892 MU vs 7413 MU, p < 0.001), resulting in a higher beam modulation factor (2.96 MU/cGy vs 2.47 MU/cGy, p < 0.001) and an increase in beam-on time by a factor of 2.1 (11.11 min vs 5.3 min, p < 0.005). End-to-end QA measurements demonstrate that Halcyon plans were clinically acceptable with an average gamma passing rate of 99.8% for 2%/2mm criteria and independent MC 2nd checks within ±2.86%. Conclusion Our end-to-end testing and validation study demonstrates that by utilizing a DCA-based MLC aperture shape controller before VMAT optimization, Halcyon can be used for delivering a single dose of lung SBRT treatment. However, future improvements of Halcyon RDS are recommended to allow higher output rates, rotational couch corrections, and an integrated intrafraction motion management system that will further enhance Halcyon\'s capability for site-specific single dosage of SBRT.
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  • 文章类型: Journal Article
    与体积电弧疗法(VMAT)相比,动态轨迹放射治疗(DTRT)已被证明可以改善健康组织的保护。这项研究旨在评估和比较头颈部(H&N)癌症的DTRT和VMAT治疗计划对患者设置(PS)和机器定位不确定性的鲁棒性。
    以前为46个H&N案例创建的DTRT和VMAT计划的稳健性,规定50-70Gy至计划目标量的95%,被评估。为此,使用蒙特卡罗重新计算剂量分布,包括PS(平移和旋转)和机器定位(gantry-,表-,准直器旋转和多叶准直器(MLC))。通过不确定因素对口干症和吞咽困难的正常组织并发症概率(NTCP)和剂量体积终点的影响来评估计划的稳健性。使用Wilcoxon配对符号秩检验(α=5%)比较DTRT和VMAT计划稳健性之间的差异。
    在名义情况下,中度至重度口干症和≥II级吞咽困难的平均NTCP低于VMAT(0.5%,p=0.01;2.1%,p<0.01),对于所有调查的不确定性,除了MLC定位,差异不显著。对于旋转PS(≤3°)和机器定位(≤2°)不确定性,与标称情况相比的平均差异≤3.5Gy,对于平移PS不确定性(≤5mm),<7Gy,对于MLC定位不确定性(≤5mm),<20Gy。
    DTRT和VMAT计划对所研究的不确定性的鲁棒性取决于目标感兴趣结构的不确定性方向和位置。即使考虑到不确定性,DTRT的NTCP平均仍低于VMAT。
    UNASSIGNED: Dynamic trajectory radiotherapy (DTRT) has been shown to improve healthy tissue sparing compared to volumetric arc therapy (VMAT). This study aimed to assess and compare the robustness of DTRT and VMAT treatment-plans for head and neck (H&N) cancer to patient-setup (PS) and machine-positioning uncertainties.
    UNASSIGNED: The robustness of DTRT and VMAT plans previously created for 46 H&N cases, prescribed 50-70 Gy to 95 % of the planning-target-volume, was assessed. For this purpose, dose distributions were recalculated using Monte Carlo, including uncertainties in PS (translation and rotation) and machine-positioning (gantry-, table-, collimator-rotation and multi-leaf collimator (MLC)). Plan robustness was evaluated by the uncertainties\' impact on normal tissue complication probabilities (NTCP) for xerostomia and dysphagia and on dose-volume endpoints. Differences between DTRT and VMAT plan robustness were compared using Wilcoxon matched-pair signed-rank test (α = 5 %).
    UNASSIGNED: Average NTCP for moderate-to-severe xerostomia and grade ≥ II dysphagia was lower for DTRT than VMAT in the nominal scenario (0.5 %, p = 0.01; 2.1 %, p < 0.01) and for all investigated uncertainties, except MLC positioning, where the difference was not significant. Average differences compared to the nominal scenario were ≤ 3.5 Gy for rotational PS (≤ 3°) and machine-positioning (≤ 2°) uncertainties, <7 Gy for translational PS uncertainties (≤ 5 mm) and < 20 Gy for MLC-positioning uncertainties (≤ 5 mm).
    UNASSIGNED: DTRT and VMAT plan robustness to the investigated uncertainties depended on uncertainty direction and location of the structure-of-interest to the target. NTCP remained on average lower for DTRT than VMAT even when considering uncertainties.
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  • 文章类型: Journal Article
    背景:辐射剂量测量是放射治疗的必不可少的部分,以验证向患者正确递送剂量并确保患者安全。放射治疗技术的最新进展突出了对快速和精确剂量计的需求。像FLASH放射治疗和磁共振线性加速器(MR-LINAC)这样的技术需要能够满足其独特要求的剂量计。一种有前途的解决方案是具有高空间分辨率和实时剂量输出的基于塑料闪烁体的剂量计。本研究探讨了使用LuSy剂量计的可行性,内部开发的塑料闪烁体剂量计,用于各种放射治疗技术的剂量验证,包括适形放射治疗(CRT),调强放射治疗(IMRT),体积调制电弧治疗(VMAT),和立体定向放射外科(SRS)。
    方法:一种新的剂量测定系统,包括一种新的塑料闪烁体作为传感材料,是为放射治疗束开发和表征的。为适形放疗制定了治疗计划,IMRT,VMAT,和SRS并传递给幻影。使用LuSy剂量计测量每个计划在体模表面上和目标体积内的递送剂量。然后,将LuSy测量值与电离室进行比较,MOSFET剂量计,辐射变色胶片,和使用治疗计划系统(TPS)计算的剂量。
    结果:对于CRT,通过LuSy剂量计进行的表面剂量测量显示,乳房和腹部治疗与TPS的偏差为-5.5%和-5.4%,分别。在IMRT的目标体积内测量时,VMAT,和SRS,LuSy剂量计与TPS的平均偏差为-3.0%。表面剂量测量导致更高的TPS差异,其中IMRT的偏差,VMAT,SRS为-2.0%,-19.5%,16.1%,分别。
    结论:LuSy剂量计可用于测量各种治疗技术的放疗剂量。治疗交付验证可实现早期错误检测,为放疗患者提供安全的治疗。
    BACKGROUND: Radiation dose measurement is an essential part of radiotherapy to verify the correct delivery of doses to patients and ensure patient safety. Recent advancements in radiotherapy technology have highlighted the need for fast and precise dosimeters. Technologies like FLASH radiotherapy and magnetic-resonance linear accelerators (MR-LINAC) demand dosimeters that can meet their unique requirements. One promising solution is the plastic scintillator-based dosimeter with high spatial resolution and real-time dose output. This study explores the feasibility of using the LuSy dosimeter, an in-house developed plastic scintillator dosimeter for dose verification across various radiotherapy techniques, including conformal radiotherapy (CRT), intensity-modulated radiation therapy (IMRT), volumetric-modulated arc therapy (VMAT), and stereotactic radiosurgery (SRS).
    METHODS: A new dosimetry system, comprising a new plastic scintillator as the sensing material, was developed and characterized for radiotherapy beams. Treatment plans were created for conformal radiotherapy, IMRT, VMAT, and SRS and delivered to a phantom. LuSy dosimeter was used to measure the delivered dose for each plan on the surface of the phantom and inside the target volumes. Then, LuSy measurements were compared against an ionization chamber, MOSFET dosimeter, radiochromic films, and dose calculated using the treatment planning system (TPS).
    RESULTS: For CRT, surface dose measurement by LuSy dosimeter showed a deviation of -5.5% and -5.4% for breast and abdomen treatment from the TPS, respectively. When measuring inside the target volume for IMRT, VMAT, and SRS, the LuSy dosimeter produced a mean deviation of -3.0% from the TPS. Surface dose measurement resulted in higher TPS discrepancies where the deviations for IMRT, VMAT, and SRS were -2.0%, -19.5%, and 16.1%, respectively.
    CONCLUSIONS: The LuSy dosimeter was feasible for measuring radiotherapy doses for various treatment techniques. Treatment delivery verification enables early error detection, allowing for safe treatment delivery for radiotherapy patients.
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  • 文章类型: Journal Article
    背景:随着对放射治疗的准确性和个性化要求的不断提高,立体定向放射治疗(SRT)与体积调制电弧治疗(VMAT)上的O型环Halcyon放射治疗系统可能提供一种快速,安全,可行的治疗方案。
    目的:本研究的目的是评估HalcyonVMAT计划对小目标的交付。
    方法:在Halcyon放射治疗系统上创建了明确定义的VMAT-SRT计划,该计划具有堆叠和交错的双层MLC设计,用于胶片测量设置以及目标尺寸和形状设计以模拟立体定向治疗的目标。通过胶片测量获得平面剂量分布,并将其与使用AcurosXB(v18.0,VarianMedicalSystems)的当前临床参考剂量计算和蒙特卡洛模拟进行比较。随着VMAT-SRT计划的崩溃弧形版本,可以分离和分析由于多叶准直器(MLC)而没有机架旋转的剂量输送的不确定性。
    结果:目标尺寸主要受到源自MLC叶片设计的分辨率的限制。计划的塌陷弧版本的结果表明,测量结果之间具有良好的一致性,calculated,和模拟剂量分布。有了完整的VMAT计划,计算剂量分布和模拟剂量分布之间的一致性与塌陷电弧版本一致。测量的剂量分布与目标区域内的计算和模拟剂量分布一致。但在目标边缘观察到相当大的局部差异。位于陡峭梯度区域中的最大差异可能源于等中心的偏差。
    结论:评估了Halcyon放射治疗系统用于VMAT-SRT输送的潜力,该研究揭示了有关输送的机器特性的宝贵见解。
    BACKGROUND: With the ever-increasing requirements of accuracy and personalization of radiotherapy treatments, stereotactic radiotherapy (SRT) with volumetric modulated arc therapy (VMAT) on O-ring Halcyon radiotherapy system could potentially provide a fast, safe, and feasible treatment option.
    OBJECTIVE: The purpose of this study was to assess the delivery of Halcyon VMAT plans for small targets.
    METHODS: Well-defined VMAT-SRT plans were created on Halcyon radiotherapy system with the stacked and staggered dual-layer MLC design for the film measurement set-up and the target sizes and shapes designed to emulate the targets of the stereotactic treatments. The planar dose distributions were acquired with film measurements and compared to a current clinical reference dose calculation with AcurosXB (v18.0, Varian Medical Systems) and to Monte Carlo simulations. With the collapsed arc versions of the VMAT-SRT plans, the uncertainty in dose delivery due to the multileaf collimator (MLC) without the gantry rotation could be separated and analyzed.
    RESULTS: The target size was mainly limited by the resolution originated from the design of the MLC leaves. The results of the collapsed arc versions of the plans show good consistency among measured, calculated, and simulated dose distributions. With the full VMAT plans, the agreement between calculated and simulated dose distributions was consistent with the collapsed arc versions. The measured dose distribution agreed with the calculated and simulated dose distributions within the target regions, but considerable local differences were observed in the margins of the target. The largest differences located in the steep gradient regions presumably originating from the deviation of the isocenter.
    CONCLUSIONS: The potential of the Halcyon radiotherapy system for VMAT-SRT delivery was evaluated and the study revealed valuable insights on the machine characteristics with the delivery.
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  • 文章类型: Journal Article
    在晚期食管癌的同步放化疗中,通常采用两阶段方法,该方法包括对宽选择性结节区域进行初始照射和对原发病变进行增强照射。尽管可能需要将剂量递增至原发病灶以实现更高的局部控制率,对关键器官的辐射剂量不得超过剂量限制。为了实现剂量处方和对周围器官的剂量减少的最佳平衡,比如肺和心脏,我们比较了混合剂量分布,并研究了以下最新辐照技术的最佳组合:体积调制电弧治疗(VMAT),质子宽束辐照,和强度调制质子束治疗(IMPT)。
    研究了45例原发性病变位于中胸或下胸区域的晚期食管癌患者。使用VMAT计算了2阶段方法中初始和加强照射的放射治疗计划,质子宽束辐照,和IMPT计算代码,并比较了累积计划的肺和心脏的剂量-体积直方图指标。
    在使用规定剂量为60Gy(RBE)的增强质子辐照的计划中,所有剂量-体积直方图指数均显著低于耐受限值.用VMAT进行初始和加强照射导致V30Gy(RBE)(心脏)的中位剂量为27.4%,实现率低于57.8%的耐受极限(26例)。在剂量递增至70Gy(RBE)的模拟中,初始和提升IMPT导致最高的成就率,满足所有剂量限制的95.6%(43例)。
    不建议将VMAT同时应用于初始和增强照射,因为心脏剂量超过耐受极限的风险增加。在晚期食道癌的治疗中,IMPT可以允许高达70Gy(RBE)的剂量递增,而对肺和心脏没有放射风险。
    UNASSIGNED: In concurrent chemoradiotherapy for advanced esophageal cancer, a 2-phase method consisting of initial irradiation of a wide elective nodal region and boost irradiation of the primary lesion is commonly employed. Although dose escalation to the primary lesion may be required to achieve higher local control rates, the radiation dose to critical organs must not exceed dose constraints. To achieve an optimum balance of dose prescription and dose reduction to surrounding organs, such as the lungs and heart, we compared hybrid dose distributions and investigated the best combination of the following recent irradiation techniques: volumetric modulation arc therapy (VMAT), proton broad-beam irradiation, and intensity-modulated proton beam therapy (IMPT).
    UNASSIGNED: Forty-five patients with advanced esophageal cancer whose primary lesions were located in the middle- or lower-thoracic region were studied. Radiotherapy plans for the initial and boost irradiation in the 2-phase method were calculated using VMAT, proton broad-beam irradiation, and IMPT calculation codes, and the dose-volume histogram indices of the lungs and heart for the accumulated plans were compared.
    UNASSIGNED: In plans using boost proton irradiation with a prescribed dose of 60 Gy(RBE), all dose-volume histogram indices were significantly below the tolerance limits. Initial and boost irradiation with VMAT resulted in the median dose of V30 Gy(RBE)(heart) of 27.4% and an achievement rate below the tolerance limit of 57.8% (26 cases). In simulations of dose escalation up to 70 Gy(RBE), initial and boost IMPT resulted in the highest achievement rate, satisfying all dose constraints in 95.6% (43 cases).
    UNASSIGNED: Applying VMAT to both initial and boost irradiation is not recommended because of the increased risk of the cardiac dose exceeding the tolerance limit. IMPT may allow dose escalation of up to 70 Gy(RBE) without radiation risks to the lungs and heart in the treatment of advanced esophageal cancer.
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  • 文章类型: Journal Article
    目的:本研究旨在建立一个综合的深度学习模型,用于使用胸部计算机断层扫描(CT)预测放射性肺炎。临床,剂量测定,实验室数据。简介:放射治疗是治疗肺癌患者的有效工具。尽管有效,放射性肺炎的风险限制了其应用。尽管一些研究已经证明了预测放射性肺炎的模型,尚未开发出可靠的模型。在这里,我们使用治疗前胸部CT和各种临床数据建立了预测模型,以评估肺癌患者发生放射性肺炎的可能性.方法:这项回顾性研究分析了胸部CT扫描的三维(3D)肺容积数据和27个特征,包括剂量学,临床,以及2010年至2021年间在我们机构接受治疗的548例患者的实验室数据。我们开发了一个神经网络,名为MergeNet,处理肺部3DCT,临床,剂量测定,实验室数据。MergeNet将卷积神经网络与后续的完全连接层集成在一起。还实现了支持向量机(SVM)和光梯度增强机(LGBM)模型以进行比较。为了比较,也实现了仅卷积神经网络。使用三维Resnet-10网络和4折交叉验证。结果:通过使用接受者操作特征曲线(AUC)度量下的面积来量化分类性能。MergeNet显示AUC为0.689。SVM,LGBM,和仅卷积网络的AUC分别为0.525、0.541和0.550。DeLong测试对接收器工作特性曲线对的应用分别得出MergeNet-SVM对的P值为.001,MergeNet-LGBM对的P值为0.001。结论:MergeNet模型,结合了胸部CT,临床,剂量测定,和实验室数据,与其他型号相比,表现出卓越的性能。然而,由于其预测性能尚未达到临床应用的有效水平,需要进一步的研究。贡献:本研究表明MergeNet可能是预测放射性肺炎的有效手段。各种预测因子可以一起用于经由MergeNet的放射性肺炎预测任务。
    Objectives: This study aimed to build a comprehensive deep-learning model for the prediction of radiation pneumonitis using chest computed tomography (CT), clinical, dosimetric, and laboratory data. Introduction: Radiation therapy is an effective tool for treating patients with lung cancer. Despite its effectiveness, the risk of radiation pneumonitis limits its application. Although several studies have demonstrated models to predict radiation pneumonitis, no reliable model has been developed yet. Herein, we developed prediction models using pretreatment chest CT and various clinical data to assess the likelihood of radiation pneumonitis in lung cancer patients. Methods: This retrospective study analyzed 3-dimensional (3D) lung volume data from chest CT scans and 27 features including dosimetric, clinical, and laboratory data from 548 patients who were treated at our institution between 2010 and 2021. We developed a neural network, named MergeNet, which processes lung 3D CT, clinical, dosimetric, and laboratory data. The MergeNet integrates a convolutional neural network with subsequent fully connected layers. A support vector machine (SVM) and light gradient boosting machine (LGBM) model were also implemented for comparison. For comparison, the convolution-only neural network was implemented as well. Three-dimensional Resnet-10 network and 4-fold cross-validation were used. Results: Classification performance was quantified by using the area under the receiver operative characteristic curve (AUC) metrics. MergeNet showed the AUC of 0.689. SVM, LGBM, and convolution-only networks showed AUCs of 0.525, 0.541, and 0.550, respectively. Application of DeLong test to pairs of receiver operating characteristic curves respectively yielded P values of .001 for the MergeNet-SVM pair and 0.001 for the MergeNet-LGBM pair. Conclusion: The MergeNet model, which incorporates chest CT, clinical, dosimetric, and laboratory data, demonstrated superior performance compared to other models. However, since its prediction performance has not yet reached an efficient level for clinical application, further research is required. Contribution: This study showed that MergeNet may be an effective means to predict radiation pneumonitis. Various predictive factors can be used together for the radiation pneumonitis prediction task via the MergeNet.
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  • 文章类型: Journal Article
    目前的放射治疗(RT)技术仍不可避免地照射正常脑组织,引起内隐放射损伤。这项研究调查了放疗后鼻咽癌(NPC)患者易受损伤的脑区的精确定位和相应的辐射剂量。利用高级标准化工具(ANT)包,在标准的蒙特利尔神经研究所(MNI)空间中创建了计算机断层扫描(CT)脑模板,根据803例接受RT的中国NPC患者(T0〜T4)。有了这个模板,所有患者的CT和RTD剂量数据都被登记到MNI空间,比较了接受调强放疗(IMRT)或体积调制电弧治疗(VMAT)的NPC患者在正常脑组织中的RTF剂量分布特征,以患者的年龄和性别为协变量。平均剂量分析表明,边缘区域内的某些区域,时间,和后角,脑干,小脑后叶暴露于超过50Gy的剂量。组间分析显示,IMRT比VMAT向鼻咽肿瘤前的脑区提供更高的剂量,而VMAT对后部区域的影响更大。有趣的是,VMAT在保留T4期患者的正常脑组织方面表现出缺点。这表明两种治疗方式在保存正常脑组织方面具有独特的特点,每个人都有优势。具有更好的定位精度,在MNI空间创建的CT脑模板可能对NPC患者的毒性和剂量学分析有益.
    The current Radiotherapy (RT) technology still inevitably irradiated normal brain tissue, causing implicit radiation-induced injury. This study investigates the precise localization and the corresponding radiation dosage of brain regions susceptible to damage in nasopharyngeal carcinoma (NPC) patients following RT. Utilizing the Advanced Normalization Tools (ANTs) package, a computed tomography (CT) brain template was created in the standard Montreal Neurological Institute (MNI) space, based on 803 Chinese NPC patients (T0~T4) who underwent RT. With this template, all patients\' CT and RTdose data were registered to the MNI space, and the RTdose distribution characteristics in normal brain tissues were compared for NPC patients treated with Intensity-modulated radiotherapy (IMRT) or Volumetric Modulated Arc Therapy (VMAT), with patients\' age and gender as covariates. Analysis of the average dosages indicated that certain areas within the Limbic, Temporal, and Posterior Lobes, the Brainstem, and the Cerebellum Posterior Lobe were exposed to doses exceeding 50 Gy. Inter-group analysis revealed that IMRT delivered higher doses than VMAT to brain regions anterior to the nasopharyngeal tumor, whereas VMAT affected the posterior regions more. Interestingly, VMAT showed a drawback in preserving the normal brain tissues for T4-stage patients. This revealed that the two treatment modalities have unique characteristics in preserving normal brain tissue, each with advantages. With better localization precision, the created CT brain template in MNI space may be beneficial for NPC patients\' toxicity and dosimetric analyses.
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