Volumetric modulated arc therapy

体积调制电弧疗法
  • 文章类型: Journal Article
    背景:研究摩纳哥治疗计划系统(摩纳哥TPS)的机架角度增量(Inc)参数设置对直肠癌体积调节电弧治疗(VMAT)计划的剂量学和质量参数的影响。
    方法:对2020年至2021年使用摩纳哥TPS系统接受调强放疗的50例直肠癌患者进行了回顾性分析。在相同的优化功能配置和其他参数设置下,VMAT放疗计划中的Inc参数设置为10°,20°,30°,40°。使用剂量-体积直方图(DVH)评估靶区的剂量分布和高危器官(OAR)的辐射剂量。计划目标体积(PTV)和OAR的剂量学差异,以及伽马通过率(GPR)进行了比较。
    结果:就目标剂量而言,D98,Dmin,HI,Inc10组的一致性指数(CI)显著低于Inc20、30、40组(P<0.05),Inc10组D2显著高于Inc20组(P=0.009)。我们还发现Inc20和30的CI明显优于Inc40(均P<0.05)。就OAR剂量而言,研究发现Dmean,Dmin,V50%,V45%,Inc10组膀胱V40%低于其他组(均P<0.05),Inc20组的股骨头Dmean低于Inc30组(P<0.05),Inc20对股骨头有较好的保护作用。随着Inc参数设置的增加,MU趋于减少。Inc10组的监测单位(MU)显著高于Inc20、Inc30、Inc40组,Inc20组的MU明显高于Inc40组(均P<0.05)。我们发现,对于3%/3毫米和2%/2毫米标准,每个计划的GPR>90%,符合临床要求。
    结论:Inc参数的不同设置对目标剂量有不同程度的影响,OAR剂量,机器MU。重要的是医生根据不同的临床需求选择不同的Inc参数。
    BACKGROUND: To investigate the effect of the Increment of gantry angle (Inc) parameter setting of the Monaco Treatment planning system (Monaco TPS) on the dosimetry and quality parameters of the volumetric modulated arc therapy (VMAT) program for rectal cancer.
    METHODS: A retrospective analysis was conducted on 50 patients with rectal cancer who underwent intensity modulated radiation therapy using the Monaco TPS system from 2020 to 2021. Under the same optimization function configuration and other parameter settings, the Inc parameters in the VMAT radiotherapy plan were set to 10°, 20°, 30°, and 40°. The dose-volume histogram (DVH) was used to evaluate the dose distribution of the target area and the radiation dose of the organs at risk (OAR). The differences in the dosimetry of the planning target volume (PTV) and OAR, as well as the gamma pass rate (GPR) were compared.
    RESULTS: In terms of target dose, D98, Dmin, HI, and conformity index (CI) of Inc10 group was significantly lower than those of Inc20, 30, and 40 groups (P < 0.05), and D2 of Inc10 group was significantly higher than that of Inc20 group (P = 0.009). We also found CI of Inc20 and 30 were significantly better than that of Inc40 (both P < 0.05). In terms of OAR dose, the study found that the Dmean, Dmin, V50%, V45%, and V40% for the bladder of the Inc10 group were lower than those of the other groups (all P < 0.05), the Dmean for femoral head of the Inc20 group was lower than that of the Inc30 group (P < 0.05), and Inc20 showed a better protective effect on the femoral head. The MUs tend to decrease as the Inc parameter setting is increased. The monitor unit (MU) in Inc10 group were significantly higher than those in Inc20, Inc30, and Inc40 groups, and the MU of Inc20 group was significantly higher than that of Inc40 group (both P < 0.05). We found that for the 3%/3 mm and 2%/2 mm standards, the GPRs of each plan were > 90%, which met clinical requirements.
    CONCLUSIONS: Different settings of Inc parameters have varying degrees of impact on target dose, OAR dose, and machine MU. It is important for doctors to choose different Inc parameters according to different clinical needs.
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  • 文章类型: Journal Article
    背景:体积调制电弧疗法(VMAT)是IMRT的一种新型形式,可以提供更准确的剂量分布和缩短治疗时间。与MRI引导的自适应近距离放射治疗相比,这被推荐作为宫颈癌轮廓的金标准成像,CT引导的自适应近距离放射治疗(CTGAB)更可用,更广泛,在许多中心更实惠。本研究旨在回顾性分析VMAT联合CTGAB治疗局部晚期宫颈癌的疗效及安全性。
    方法:本研究回顾性分析了102例接受VMAT和CTGAB治疗的局部晚期宫颈癌患者。临床结果包括局部控制(LC),总生存期(OS)和无进展生存期(PFS),通过实体瘤反应评估标准(RECIST)(1.1版)评估肿瘤对治疗的反应,和毒性,包括胃肠道毒性,分析了通过不良事件通用术语标准(CTCAE)(5.0版)评估的尿毒性和血液学毒性.Kaplan-Meier方法用于计算LC,操作系统,和PFS。
    结果:中位随访时间为19个月。完全响应(CR),部分响应(PR),稳定的疾病(SD),进行性疾病(PD)发生在68例(66.7%),24(23.5%),4(3.92%),和6(5.88%),分别。2年和3年OS分别为89.6%和83%,分别。2年和3年PFS分别为84.2%和74.3%,分别。2年和3年LC分别为90.1%和79.3%,分别。直肠中的平均累积D2cm3,膀胱,结肠,小肠为78.07(SD:0.46)Gy,93.20(标准差:0.63)Gy,63.55(SD:1.03)Gy和61.07(SD:0.75)Gy,分别。高危临床靶量(HR-CTV)的平均累积D90%为92.26(SD:0.35)Gy。4.9%和0.98%发生≥3级胃肠道和尿毒性,分别。1.96%的患者观察到≥4级胃肠道毒性,没有患者观察到≥4级尿毒性。
    结论:VMAT联合CTGAB治疗局部晚期宫颈癌是一种安全有效的治疗方法。显示令人满意的LC,操作系统,PFS,和可接受的毒性。
    BACKGROUND: Volumetric modulated arc therapy (VMAT) is a novel form of IMRT, which can deliver more accurate dose distribution and shorten treatment time. Compared to MRI-guided adaptive brachytherapy, which is recommended as gold standard imaging for cervical cancer contours, CT-guided adaptive brachytherapy (CTGAB) is more available, more widespread, and more affordable in many centers. This study aims to retrospectively analyze the efficacy and the safety of VMAT combined with CTGAB for patients with locally advanced cervical cancer.
    METHODS: This study retrospectively analyzed 102 patients with locally advanced cervical cancer who underwent VMAT and CTGAB. Clinical outcomes including local control (LC), overall survival (OS) and progression-free survival (PFS), tumor response to treatment evaluated by the Response Evaluation Criteria in Solid Tumors (RECIST) (version 1.1), and toxicities including gastrointestinal toxicity, urinary toxicity and hematologic toxicity evaluated by the Common Terminology Criteria for Adverse Events (CTCAE) (version 5.0) were analyzed. The Kaplan-Meier method was used to calculate LC, OS, and PFS.
    RESULTS: Median follow-up time was 19 months. Complete response (CR), partial response (PR), stable disease (SD), and progressive disease (PD) occurred in 68 (66.7%), 24 (23.5%), 4 (3.92%), and 6 (5.88%), respectively. The 2-year and 3-year OS were 89.6% and 83%, respectively. The 2-year and 3-year PFS were 84.2% and 74.3%, respectively. The 2-year and 3-year LC were 90.1% and 79.3%, respectively. The average cumulative D2cm3 in the rectum, the bladder, the colon, and the small intestine were 78.07 (SD: 0.46) Gy, 93.20 (SD: 0.63) Gy, 63.55 (SD: 1.03) Gy and 61.07 (SD: 0.75) Gy, respectively. The average cumulative D90% of the high-risk clinical target volume (HR-CTV) was 92.26 (SD: 0.35) Gy. Grade ≥ 3 gastrointestinal and urinary toxicities occurred in 4.9% and 0.98%, respectively. 1.96% of patients were observed grade ≥ 4 gastrointestinal toxicities and none of the patients observed grade ≥ 4 urinary toxicities.
    CONCLUSIONS: VMAT combined with CTGAB for locally advanced cervical cancer was an effective and safe treatment method, which showed satisfactory LC, OS, PFS, and acceptable toxicities.
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  • 文章类型: Journal Article
    立体定向放射治疗(SRT)通常用于治疗脑转移瘤(BMs)。这项回顾性研究比较了两种SRT技术,动态适形电弧治疗(DCAT)和体积调制电弧治疗(VMAT),用于单一BM治疗。
    考虑了2010年1月至2020年6月期间接受治疗的患者的数据。有多个BMs的患者,切除的BM,再辐照,全脑放疗和脑干转移被排除.我们的分析集中在97例患者中,这些患者分三个部分接受了23.1Gy。记录急性毒性和随访结果。在两个亚组(PTV≤10cc和PTV>10cc)中分析剂量学数据。
    DCAT和VMAT分别用于70例(72.2%)和27例(27.8%)患者,分别。两组之间的急性毒性没有显着差异(p=0.259),放射性坏死的发生率没有差异,局部复发和脑复发(分别为p>0.999,p>0.999和p=0.682)。对于小体积(PTV≤10cc),DCAT的PTV覆盖率更好。VMAT组的平均符合指数(CI)明显更高,DCAT组的平均梯度指数(GI)明显更低(p<0.001)。DCAT有更多的异构计划,VMAT需要更多的监控单元。DCAT导致低剂量和中等剂量减少,而VMAT导致高剂量减少。
    DCAT和VMAT是两种有效且安全的SRT技术用于BMs治疗。在再辐照的时代,减少输送给健康组织的剂量是很重要的。需要进一步的前瞻性研究来验证这些发现。
    UNASSIGNED: Stereotactic radiation therapy (SRT) is commonly used to treat brain metastases (BMs). This retrospective study compared two SRT techniques, dynamic conformal arc therapy (DCAT) and volumetric modulated arc therapy (VMAT), for single BM treatments.
    UNASSIGNED: Data of patients treated between January 2010 and June 2020 were considered. Patients with multiple BMs, resected BMs, reirradiation, whole-brain radiation therapy and brainstem metastases were excluded. We focused our analysis on 97 patients who received 23.1 Gy in three fractions. Acute toxicities and follow-up outcomes were recorded. Dosimetric data were analyzed in two subgroups (PTV ≤ 10 cc and PTV > 10 cc).
    UNASSIGNED: DCAT and VMAT were used in 70 (72.2 %) and 27 (27.8 %) patients, respectively. Acute toxicities were not significantly different between groups (p = 0.259), and no difference was detected in the incidence rate of radionecrosis, local recurrence and cerebral recurrence (p > 0.999, p > 0.999 and p = 0.682, respectively). PTV coverage was better with DCAT for small volumes (PTV ≤ 10 cc). Mean conformity index (CI) was significantly higher with VMAT and mean gradient index (GI) was significantly lower with DCAT whatever volume subgroups (p < 0.001). DCAT had more heterogeneous plans and VMAT required more monitor units. DCAT resulted in reduced low and intermediate doses, whereas VMAT led to decreased high doses.
    UNASSIGNED: DCAT and VMAT are two effective and safe SRT techniques for BMs treatment. In the era of re-irradiation, it is important to reduce the doses delivered to healthy tissues. Further prospective studies are needed to validate these findings.
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  • 文章类型: Journal Article
    目的:为了研究光束复杂性对通过透射检测器评估的VMAT传递精度的影响,以及评分计划复杂性的可能性。
    方法:评估了由TrueBeam直线加速器向Delta4Discover和Delta4Phantom提供的43项临床VMAT计划,以确保患者特定的质量保证。全球剂量-γ分析,MLC-γ分析,计算了计划和测量的叶尖位置之间的偏差小于1mm(LD)的叶片百分比。调制复杂度得分(MCSv),平均叶片行程(LT),LT和MCSv的乘法组合(LTMCS),速度低于5mm/s(LS)的叶片百分比,从5到20mm/s(MS),通过自制的Matlab脚本评估高于20mm/s(HS)和叶片速度的平均值(MLCSav)。
    结果:剂量γ通过率与MCSv呈中等相关性,LT,MLCSav,LS和HS,而与LTMCS的正相关更强。LD与LT和叶片速度之间存在很强的相关性,而与MCSv的相关性较弱。除MCSv外,MLC-γ合格率与计划复杂性参数之间存在相关性;观察到与LS的中度相关性,而所有其他参数均表现出弱相关性。
    结论:该研究证实了在计划复杂性指数与剂量分布和透射检测器测量的MLC参数之间建立相关性的可能性。需要进一步调查以定义复杂性指数的特定值,以评估VMAT计划是否可按预期交付。
    OBJECTIVE: To study the effect of beam complexity on VMAT delivery accuracy evaluated by means of a transmission detector, together with the possibility of scoring plan complexity.
    METHODS: 43 clinical VMAT plans delivered by a TrueBeam linear accelerator to both Delta4 Discover and Delta4 Phantom+ for patient-specific quality assurance were evaluated. Global Dose-γ analysis, MLC-γ analysis, percentage of leaves with a deviation between planned and measured leaf tip position lower than 1 mm (LD) were computed. Modulation complexity score (MCSv), average leaf travel (LT), a multiplicative combination of LT and MCSv (LTMCS), percentage of leaves with speed lower than 5 mm/s (LS), from 5 to 20 mm/s (MS), higher than 20 mm/s (HS) and the average value of leaf speed (MLCSav) were evaluated by means of an home-made Matlab script.
    RESULTS: Dose-γ passing rate showed a moderate correlation with MCSv, LT, MLCSav, LS and HS, while a stronger positive correlation was found with LTMCS. A strong correlation was observed between LD and both LT and leaves speed, while a weak correlation was observed with MCSv. A correlation between MLC-γ pass rate and plan complexity parameters was found except for MCSv; a moderate correlation with LS was observed, while all other parameters showed weak correlations.
    CONCLUSIONS: The study confirmed the possibility to establish correlations between plan complexity indices versus dose distribution and MLC parameters measured by a transmissive detector. Further investigation is necessary to define specific values of the complexity indices to evaluate whether a VMAT plan is deliverable as intended.
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  • 文章类型: Journal Article
    本研究调查了早期声门癌体积调制电弧治疗(VMAT)中使用的不同机架旋转角度的剂量学效应。使用全弧形的VMAT治疗计划,半弧,从22个早期(T1-2N0)声门喉癌的计算机断层扫描数据集生成部分弧形机架旋转角度。与计划目标体积(PTV)和风险器官(OAR)相关的剂量学参数,特别是颈动脉和甲状腺,进行了比较。为了评估VMAT计划的稳健性,通过从每个计划的等中心沿上下方向引入1、3和5mm的位置偏移来分析剂量变化,左-右,和前后轴。此外,我们检查了PTV的大小,PTV内的气腔容积,以及通过机架角度的光束路径长度的可变性,以研究在存在定位误差的情况下它们与PTV剂量变化的相关性。与全弧和半弧计划相比,在PTV中发现部分弧计划的剂量学参数较高(D2%,D5%,D50%,和Dmean)和更低的OAR,而他们的OAR参数的剂量变化更大的定位误差。此外,观察到PTV大小与PTV剂量变化之间存在相关性.气腔容积和深度变异性也与一些PTV参数相关,取决于弧形计划。这项研究中提出的结果表明,在早期声门癌的VMAT治疗计划中,部分弧形机架角度可以允许更高的PTV剂量,同时最大程度地减少OAR剂量。然而,当定位误差发生时,小的输送角度可能导致OAR中更大的剂量变化。
    This study investigates the dosimetric effects of different gantry rotation angles used in volumetric modulated arc therapy (VMAT) for early glottic carcinoma. VMAT treatment plans using full-arc, half-arc, and partial-arc gantry rotation angles were generated from 22 computed tomography datasets of early-stage (T1-2N0) glottic laryngeal cancer. Dosimetric parameters associated with the planning target volume (PTV) and organs at risk (OARs), specifically the carotid arteries and thyroid, were compared. To assess the robustness of the VMAT plans, dose variations were analyzed by introducing positional shifts of 1, 3, and 5 mm from the isocenter of each plan along the superior-inferior, left-right, and anterior-posterior axes. Furthermore, we examined the size of the PTV, the air cavity volume within the PTV, and the variability of the beam path length through the gantry angles to investigate their correlations with PTV dose variations in the presence of positioning errors. Compared to full-arc and half-arc plans, the dosimetric parameters of partial-arc plans were found to be higher in PTV (D2%, D5%, D50%, and Dmean) and lower in OARs, while their dose variations of OAR parameters were greater for positioning errors. In addition, a correlation was observed between PTV size and PTV dose variations. Air cavity volume and depth variability were also correlated with some PTV parameters, depending on the arc plan. The results presented in this study suggest that the partial-arc gantry angles can allow higher PTV doses while minimizing OAR doses in VMAT treatment planning for early glottic cancer. However, the small delivery angles may lead to greater dose variations in the OARs when positioning errors occur.
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  • 文章类型: Journal Article
    目的:准确的剂量输送对于宫颈癌体积调节电弧治疗(VMAT)至关重要。我们旨在开发一种鲁棒的深度学习(DL)算法,用于在多中心数据集中对宫颈癌VMAT进行快速准确的剂量预测,然后探索DL算法对不同处方的子宫内膜癌VMAT的可行性。
    方法:我们提出了用于三维剂量预测的AtTranNet算法。本研究共纳入367例宫颈患者。来自3个中心的三百二十二名颈椎患者被随机分为70%,10%,20%作为培训,验证,和测试集,分别。选择了来自另一个中心的45名宫颈患者进行外部检测。此外,进一步选择70例不同处方的子宫内膜癌患者进行模型检验。通过剂量学差异评估预测精度,剂量图,和剂量-体积直方图指标。
    结果:预测结果均为临床可接受。内部测试中体内的平均绝对误差为0.66±0.63%。在D98中观察到计划目标体积的最大|δD|,为1.24±2.73Gy。在膀胱Dmean中观察到有危险器官的最大|δD|,即4.79±3.14Gy。在骨盆骨的V40中观察到最大值|δV|,即4.77±4.48%。
    结论:AtTranNet在多中心宫颈癌剂量预测中具有可行性和合理的准确性。该模型也可以用于具有不同处方的子宫内膜癌,而无需任何迁移学习。
    OBJECTIVE: Accurate dose delivery is crucial for cervical cancer volumetric modulated arc therapy (VMAT). We aimed to develop a robust deep-learning (DL) algorithm for fast and accurate dose prediction of cervical cancer VMAT in multicenter datasets and then explore the feasibility of the DL algorithm to endometrial cancer VMAT with different prescriptions.
    METHODS: We proposed the AtTranNet algorithm for three-dimensional dose prediction. A total of 367 cervical patients were enrolled in this study. Three hundred twenty-two cervical patients from 3 centers were randomly divided into 70%, 10%, and 20% as training, validation, and testing sets, respectively. Forty-five cervical patients from another center were selected for external testing. Moreover, 70 patients of endometrial cancer with different prescriptions were further selected to test the model. Prediction precision was evaluated by dosimetric difference, dose map, and dose-volume histogram metrics.
    RESULTS: The prediction results were all clinically acceptable. The mean absolute error within the body in internal testing was 0.66 ± 0.63%. The maximum |δD| for planning target volume was observed in D98, which is 1.24 ± 2.73 Gy. The maximum |δD| for organs at risk was observed in Dmean of bladder, which is 4.79 ± 3.14 Gy. The maximum |δV| were observed in V40 of pelvic bones, which is 4.77 ± 4.48%.
    CONCLUSIONS: AtTranNet showed the feasibility and reasonable accuracy in the dose prediction for cervical cancer in multiple centers. The model can also be generalized for endometrial cancer with different prescriptions without any transfer learning.
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  • 文章类型: Journal Article
    目的:本研究评估了土耳其中心使用的各种颅脊照射(CSI)技术,以了解其优势,缺点和整体有效性,重点是增强剂量分布。
    方法:成人和儿童患者的匿名CT扫描,除了目标体积和危险器官(OAR)结构之外,与25个当地放疗中心共享。他们的任务是制定最佳的治疗计划,以95%的PTV覆盖率在20个部分中提供36Gy,同时最小化OAR曝光。将相同的CT数据发送到美国质子治疗中心进行比较。各种规划系统和治疗技术(3D适形RT,IMRT,VMAT,断层疗法)被利用。ElektaProknow软件用于分析参数,评估剂量分布,平均剂量,合格指数(CI),以及目标体积和OAR的均匀性指数(HI)。与质子治疗进行了比较。
    结果:所有技术在成人和儿科患者中始终实现了出色的PTV覆盖率(V95>98%)。对于所有PTV,断层治疗都接近理想的Dmean剂量,而3D-CRT对PTV_brain有较高的Dmean。断层治疗在PTV的CI和HI方面表现出色。IMRT导致小儿心脏降低,肾,腮腺,和眼睛剂量,而3D-CRT实现了最低的成人肺剂量。断层治疗接近成人肾脏和甲状腺的质子治疗剂量,虽然IMRT擅长成人心脏,肾,腮腺,食道,和眼睛。
    结论:现代放射治疗技术提供了改善的靶覆盖和OAR保护。然而,3D技术继续用于CSI。值得注意的是,质子治疗是最有效的方法,在实现卓越的目标覆盖和OAR保护方面,紧随其后的是Tomtherapy。
    OBJECTIVE: This study evaluates various craniospinal irradiation (CSI) techniques used in Turkish centers to understand their advantages, disadvantages and overall effectiveness, with a focus on enhancing dose distribution.
    METHODS: Anonymized CT scans of adult and pediatric patients, alongside target volumes and organ-at-risk (OAR) structures, were shared with 25 local radiotherapy centers. They were tasked to develop optimal treatment plans delivering 36 Gy in 20 fractions with 95% PTV coverage, while minimizing OAR exposure. The same CT data was sent to a US proton therapy center for comparison. Various planning systems and treatment techniques (3D conformal RT, IMRT, VMAT, tomotherapy) were utilized. Elekta Proknow software was used to analyze parameters, assess dose distributions, mean doses, conformity index (CI), and homogeneity index (HI) for both target volumes and OARs. Comparisons were made against proton therapy.
    RESULTS: All techniques consistently achieved excellent PTV coverage (V95 > 98%) for both adult and pediatric patients. Tomotherapy closely approached ideal Dmean doses for all PTVs, while 3D-CRT had higher Dmean for PTV_brain. Tomotherapy excelled in CI and HI for PTVs. IMRT resulted in lower pediatric heart, kidney, parotid, and eye doses, while 3D-CRT achieved the lowest adult lung doses. Tomotherapy approached proton therapy doses for adult kidneys and thyroid, while IMRT excelled for adult heart, kidney, parotid, esophagus, and eyes.
    CONCLUSIONS: Modern radiotherapy techniques offer improved target coverage and OAR protection. However, 3D techniques are continued to be used for CSI. Notably, proton therapy stands out as the most efficient approach, closely followed by Tomotherapy in terms of achieving superior target coverage and OAR protection.
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  • 文章类型: Journal Article
    目的:我们的目的是评估肿瘤放射治疗组8502“QUAD射击”方案使用体积调节电弧疗法(VMAT)治疗无法治愈的头颈部癌症(HNC)的结果。
    方法:我们纳入了105例HNC患者的研究,接受至少一个QUAD注射方案周期。我们计划使用具有6MV光子的VMAT进行放射治疗。一个QUAD射击周期包括4个部分的14.8Gy,连续2天至少间隔6小时,每3-6周重复3个周期。
    结果:我们在11(10%)中完成了1、2和3个周期,17(16%),77名(73%)患者,分别。我们同时对13例(12%)患者进行了全身治疗。在92例(88%)患者中观察到肿瘤反应,在72例患者中的51例(71%)中观察到至少一种症状缓解。我们观察到98名(93%)患者的总体反应(肿瘤反应或症状缓解),所有完成3个周期的患者均实现了这一反应。中位总生存期(OS)为6.8个月。我们的多变量分析显示,非鳞状细胞癌(p<0.001),T类别为0-2(p=0.021),3个QUAD周期(p<0.001)是OS较好的独立预后因素。我们在2例(2%)患者中观察到3级毒性,而没有≥4级急性或≥3级晚期毒性。
    结论:使用VMAT的QUAD注射方案对无法治愈的HNC患者具有适当的缓解作用。为了获得更好的治疗结果,建议使用更高的QUAD射击周期数进行治疗。
    OBJECTIVE: We aimed to evaluate the outcomes of the Radiation Therapy Oncology Group 8502 \"QUAD shot\" regimen using volumetric modulated arc therapy (VMAT) for incurable head and neck cancer (HNC).
    METHODS: We included 105 patients with HNC in the study, undergoing at least one QUAD shot regimen cycle. We planned the radiotherapy using VMAT with 6 MV photons. One QUAD shot cycle included 14.8 Gy in 4 fractions with at least 6-hour intervals over 2 consecutive days, repeated every 3-6 weeks up to 3 cycles.
    RESULTS: We completed 1, 2, and 3 cycles in 11 (10 %), 17 (16 %), and 77 (73 %) patients, respectively. We concurrently performed systemic therapy in 13 (12 %) patients. Tumor response was observed in 92 (88 %) patients and at least one symptom relief in 51 (71 %) of 72 patients. We observed an overall response (tumor response or symptom relief) in 98 (93 %) patients with all patients who completed 3 cycles achieving it. The median overall survival (OS) was 6.8 months. Our multivariate analysis revealed that non-squamous cell carcinoma (p < 0.001), T category of 0-2 (p = 0.021), and 3 QUAD shot cycles (p < 0.001) were independent prognostic factors of better OS. We observed Grade 3 toxicity in 2 (2 %) patients while no ≥ Grade 4 acute or ≥ Grade 3 late toxicity.
    CONCLUSIONS: The QUAD shot regimen using VMAT exerts appropriate palliative effect in patients with incurable HNC. Treatment with higher QUAD shot cycle number would be recommended for better treatment outcomes.
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  • 文章类型: Journal Article
    背景:由于目标很大,颅骨脊髓照射(CSI)对治疗计划提出了挑战,现场接头,涉及多个危险器官(OAR)。这项研究的目的是通过比较原始的手动计划(MP)来评估CSI中基于知识的计划(KBP)的绩效,KBPRapidPlan初始计划(RPI),和KBPRapidPlan最终计划(RPF),得到进一步的重新优化以满足剂量限制。
    方法:根据覆盖率评估目标中的剂量分布,平均剂量,合格指数(CI),和同质性指数(HI)。OAR的剂量测定结果,规划时间,和监测单位(MU)进行了评估。
    结果:所有MP和RPF计划都符合计划目标,89.36%的RPI计划达到了计划目标。Wilcoxon测试表明目标覆盖率相当,MP和RPF组的CI和HI;但是,与MP和RPF相比,RPI计划中的计划质量最差.对于OAR来说,RPF和RPI组的剂量学结果优于MP组(视神经P<0.05,眼睛,腮腺,和心脏)。KBP从MP的平均677.80min显著降低到RPI的227.66min(P<0.05)和307.76min(P<0.05),和RPF,分别。MU在这三组之间没有显著差异。
    结论:KBP可显著缩短CSI计划时间。建议在初始KBP后手动重新优化,以提高计划质量。
    BACKGROUND: Craniospinal irradiation (CSI) poses a challenge to treatment planning due to the large target, field junction, and multiple organs at risk (OARs) involved. The aim of this study was to evaluate the performance of knowledge-based planning (KBP) in CSI by comparing original manual plans (MP), KBP RapidPlan initial plans (RPI), and KBP RapidPlan final plans (RPF), which received further re-optimization to meet the dose constraints.
    METHODS: Dose distributions in the target were evaluated in terms of coverage, mean dose, conformity index (CI), and homogeneity index (HI). The dosimetric results of OARs, planning time, and monitor unit (MU) were evaluated.
    RESULTS: All MP and RPF plans met the plan goals, and 89.36% of RPI plans met the plan goals. The Wilcoxon tests showed comparable target coverage, CI, and HI for the MP and RPF groups; however, worst plan quality was demonstrated in the RPI plans than in MP and RPF. For the OARs, RPF and RPI groups had better dosimetric results than the MP group (P < 0.05 for optic nerves, eyes, parotid glands, and heart). The planning time was significantly reduced by the KBP from an average of 677.80 min in MP to 227.66 min (P < 0.05) and 307.76 min (P < 0.05) in RPI, and RPF, respectively. MU was not significantly different between these three groups.
    CONCLUSIONS: The KBP can significantly reduce planning time in CSI. Manual re-optimization after the initial KBP is recommended to enhance the plan quality.
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  • 文章类型: Journal Article
    脑转移是一种常见的,威胁癌症患者生命的神经系统问题。单等中心体积调节电弧疗法(VMAT)由于其高适形剂量和较短的治疗时间而被广泛使用。准确预测其剂量分布可以为评估治疗计划质量提供通用标准。在这项研究中,将深度学习模型应用于多发性脑转移瘤放疗的单等中心VMAT治疗计划的剂量预测。
    具有残差网络的U网(U-ResNet)用于剂量预测的任务。首先从由数百个历史治疗计划组成的数据库中训练深度学习模型。然后利用CT图像的输入和感兴趣区域(ROI)的轮廓来预测3D剂量分布。总共使用150个针对多个脑转移的单等中心VMAT计划进行训练和测试。模型性能基于平均绝对误差(MAE)和多个剂量指标(DI)的平均绝对差,包括OAR的(D最大值和D平均值),(D98、D95、D50和D2)对于PTV,同质性指数,和一致性指数。还评估预测的和临床批准的计划剂量分布之间的相似性。
    对于20名接受测试的患者,最大和最小的MAE分别为3.3%±3.6%和1.3%±1.5%,分别。20名受试患者的平均MAE为2.2%±0.7%。PTV60、PTV52、PTV50和PTV40的D98、D95、D50和D2的平均绝对差异小于2.5%,3.0%,2.0%,和3.0%,分别。OAR对Dmax和D均值的预测精度在3.2%和1.2%以内,分别。所有测试患者的平均DSC范围为0.86至1。
    U-ResNet能够产生与临床批准的治疗计划相当的准确剂量分布。预测结果可用于改进当前的治疗计划设计,计划质量,效率,等。
    UNASSIGNED: Brain metastasis is a common, life-threatening neurological problem for patients with cancer. Single-isocenter volumetric modulated arc therapy (VMAT) has been popularly used due to its highly conformal dose and short treatment time. Accurate prediction of its dose distribution can provide a general standard for evaluating the quality of treatment plan. In this study, a deep learning model is applied to the dose prediction of a single-isocenter VMAT treatment plan for radiotherapy of multiple brain metastases.
    UNASSIGNED: A U-net with residual networks (U-ResNet) is employed for the task of dose prediction. The deep learning model is first trained from a database consisting of hundreds of historical treatment plans. The 3D dose distribution is then predicted with the input of the CT image and contours of regions of interest (ROIs). A total of 150 single-isocenter VMAT plans for multiple brain metastases are used for training and testing. The model performance is evaluated based on mean absolute error (MAE) and mean absolute differences of multiple dosimetric indexes (DIs), including (D max and D mean) for OARs, (D 98, D 95, D 50, and D 2) for PTVs, homogeneity index, and conformity index. The similarity between the predicted and clinically approved plan dose distribution is also evaluated.
    UNASSIGNED: For 20 tested patients, the largest and smallest MAEs are 3.3% ± 3.6% and 1.3% ± 1.5%, respectively. The mean MAE for the 20 tested patients is 2.2% ± 0.7%. The mean absolute differences of D 98, D 95, D 50, and D2 for PTV60, PTV52, PTV50, and PTV40 are less than 2.5%, 3.0%, 2.0%, and 3.0%, respectively. The prediction accuracy of OARs for D max and D mean is within 3.2% and 1.2%, respectively. The average DSC ranges from 0.86 to 1 for all tested patients.
    UNASSIGNED: U-ResNet is viable to produce accurate dose distribution that is comparable to those of the clinically approved treatment plans. The predicted results can be used to improve current treatment planning design, plan quality, efficiency, etc.
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