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Integrated radiomic model for predicting the prognosis of esophageal squamous cell carcinoma patients undergoing neoadjuvant chemoradiation 综合放射学模型预测食管鳞状细胞癌新辅助放化疗患者的预后
Pub Date : 2019-12-08 DOI: 10.21037/TRO.2019.07.03
T. Hou, Wen-Chien Huang, H. Tai, Yu-Jen Chen
Background: To establish a feasible prediction model for prognoses of esophageal squamous cell carcinoma (ESCC) patients undergoing neoadjuvant concomitant chemoradiation (NACCRT). Methods: Post-chemoradiation computed tomography (CT) radiomics features and clinical parameters were investigated. CT images from advanced thoracic ESCC patients treated with NACCRT and esophagectomy were extracted for radiomics features. Least absolute shrinkage and selection operator regression were used to select features and build signatures. Radiomics signatures and clinical factors were integrated into Cox regression analysis for prognosis; the prediction model’s performance was examined via receiver-operating characteristic (ROC) curve analysis. Results: A total of 46 radiomics features and 25 clinical parameters were extracted from 62 cases, of which 59 passed image processing and became eligible for model testing. Eight selected radiomics features showed good prediction power [area under the curve (AUC) =0.851] and reliability in predicting pathological complete response (pCR). The radiomics signature and clinical parameter combination model showed increased prediction power of radiomics signature alone for local regional failure (LRF) (AUC=0.804) and distant failure (DF) (AUC=0.754). Following were the strongest contributors of prediction power for prognostic endpoints: (I) resection status multiplied by long-run emphasis in grey-level run length matrix (GLRLM_LRE) for progression (hazard ratio=8.776); (II) non-uniformity of the grey-levels (GLRLM_GLNU) (hazard ratio=6.888); and (III) sphericity (hazard ratio=0.152) for overall survival (OS). Conclusions: The integrated prediction model for prognosis may aid clinicians in decision making regarding post-operative adjuvant therapy for ESCC patients undergoing NACCRT.
背景:建立一个可行的食管鳞状细胞癌(ESCC)患者接受新辅助联合放化疗(NACCRT)预后预测模型。方法:研究放化疗后计算机断层扫描(CT)的放射组学特征和临床参数。从接受NACCRT和食管切除术治疗的晚期胸部ESCC患者的CT图像中提取放射组学特征。使用最小绝对收缩和选择算子回归来选择特征和构建签名。将放射组学特征和临床因素纳入预后的Cox回归分析;通过接收器工作特性(ROC)曲线分析来检验预测模型的性能。结果:从62例患者中提取了46个放射组学特征和25个临床参数,其中59例通过了图像处理,符合模型测试条件。八个选定的放射组学特征显示出良好的预测能力[曲线下面积(AUC)=0.851]和预测病理完全反应(pCR)的可靠性。放射组学特征和临床参数组合模型显示,单独的放射组学信号对局部区域性失败(LRF)(AUC=0.804)和远处失败(DF)(AUC=0.754)的预测能力增加。以下是对预后终点预测能力的最强贡献者:(I)切除状态乘以灰色游程矩阵(GLRLM_LRE)中的长期强调进展(危险比=8.776);(II) 灰度不均匀性(GLRLM_GLNU)(危险比=6.888);和(III)球度(危险比=0.152)的总生存率(OS)。结论:预后的综合预测模型可以帮助临床医生决定接受NACCRT的ESCC患者的术后辅助治疗。
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引用次数: 3
Solitary plasmacytoma of bone over sacrum: a case report 骶骨上孤立性浆细胞瘤1例
Pub Date : 2019-12-03 DOI: 10.21037/TRO.2019.02.04
Hsin-Lin Chen, Y. Chou, Yueh-Chun Lee, H. Tseng
Solitary plasmacytoma of bone (SPB), also called osseous plasmacytoma, is more common in males than in females with an estimated ratio of 2:1. The median age of SPB patients is approximately 55 years. Localized radiation therapy is the first-line treatment to avoid progression to multiple myeloma. A 46-year-old man visited our hospital due to lower back pain radiating to his lower limbs for 3 months. L-spine MRI showed S2 to S4 bone erosion with a large (8.8×6.2 centimeter) tumor over sacrum. Following partial tumor removal, pathology showed plasmacytoma. Adjuvant radiotherapy with 50 Gy in 25 fractions was administered to the gross tumor based on volumetric modulated arc therapy (VMAT). No adjuvant chemotherapy was given. Pelvic CT was arranged every 3 months during 24-month follow-up. There was no distant metastasis or newly diagnosed multiple myeloma during the follow-up period.
骨孤立性浆细胞瘤(SPB),也称为骨浆细胞瘤,男性比女性更常见,估计比例为2:1。SPB患者的中位年龄约为55岁。局部放射治疗是避免发展为多发性骨髓瘤的一线治疗。一名46岁男性因腰痛放射至下肢3个月来我院就诊。l -脊柱MRI显示S2至S4骨侵蚀,骶骨上有一个大的(8.8×6.2厘米)肿瘤。部分肿瘤切除后病理显示为浆细胞瘤。以体积调节电弧治疗(VMAT)为基础,对大体肿瘤进行25次50 Gy的辅助放疗。未给予辅助化疗。随访24个月,每3个月行一次盆腔CT检查。随访期间无远处转移或新诊断多发性骨髓瘤。
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引用次数: 0
Predicting survival with the Heidelberg prognostic model after salvage radiosurgery of previously irradiated progressive high-grade gliomas 用Heidelberg预后模型预测先前放疗的进行性高级胶质瘤补救性放射手术后的生存
Pub Date : 2019-12-03 DOI: 10.21037/TRO.2019.02.02
F. Ampil, T. Richards, N. Cruz, G. Caldito
The study aimed to determine which patients with previously irradiated progressive high-grade gliomas (PHGG) are likely to benefit from salvage stereotactic radiosurgery (SSRS) using the Heidelberg prognostication model (HPM). Twenty-five study participants with PHGG underwent SSRS between 2000 and 2010. There were 5 and 20 patients with determined low or high HPM prognostic scores, respectively. Overall median survival (MS) was 7 months (range, 1 to 32 months). The 6-, 12- and 24-month crude survival rates (CSR) were 60%, 28% and 16%, respectively. The MS and CSRs for the low-scoring patients were 20 months, 100%, 100% and 20%, respectively; for the 20 individuals with higher scores, the corresponding findings were 8 months, 75%, 35% and 10%, respectively. Among the evaluable 11 patients, the quality of remaining life after therapy was acceptable in approximately half of the cases. Acute and late toxicity were not observed in the retreated subjects. A trend towards improved survival, even if not statistically significant, was observed in the low HPM scoring patients. More documentation of favorable effects from the application of SSRS in people with PHGG is required to support its useful role as a second line treatment.
该研究旨在使用海德堡预后模型(HPM)确定哪些先前接受过放射治疗的进行性高级胶质瘤(PHGG)患者可能受益于补偿性立体定向放射手术(SSRS)。2000年至2010年间,25名患有PHGG的研究参与者接受了SSRS。HPM预后评分低或高的患者分别为5例和20例。总中位生存期(MS)为7个月(范围1至32个月)。6个月、12个月和24个月的粗生存率(CSR)分别为60%、28%和16%。低评分患者的MS和CSRs分别为20个月、100%、100%和20%;对20名得分较高的个体,相应的结果分别为8个月、75%、35%和10%。在可评估的11例患者中,大约一半的病例治疗后的剩余生活质量是可接受的。退组未见急性和晚期毒性。在低HPM评分患者中,即使没有统计学意义,也观察到生存率提高的趋势。需要更多的文献证明SSRS在PHGG患者中应用的有利效果,以支持其作为二线治疗的有用作用。
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引用次数: 0
Application of the CARE guideline as reporting standard in the Therapeutic Radiology and Oncology CARE指南作为放射肿瘤学治疗报告标准的应用
Pub Date : 2019-12-01 DOI: 10.21037/tro.2019.11.02
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引用次数: 0
Active contouring and 3D model deformable registration of radiotherapy planning and cone-beam computed tomography images 放射治疗计划和锥束计算机断层成像的主动轮廓和三维模型可变形配准
Pub Date : 2019-10-15 DOI: 10.21037/tro.2019.07.06
Juei-Shan Chang, H. Tai, Ching-Jung Wu, K. Hua, Yu-Jen Chen
Background: To ensure high accuracy during radiation therapy (RT), the image-guided RT (IGRT) technique uses on-board cone-beam computed tomography (CBCT) scanning as an image guidance procedure for target localization before and during treatment. Adaptive RT aiming to modify RT target volumes according to kinetic changes in tumor shape during RT course is based on registration of CBCT and planning CT images. However, the re-contouring and re-planning procedures are extensively time and cost consuming. We developed a novel automatic contouring and image registration method to replace the manual re-contouring with accurate image registration. Methods: For the image sets with format of Digital Imaging and Communications in Medicine (DICOM) standard, we wrote a program in MATLAB language (Version R2016a) to read and convert CBCT images into cross-sectional (tomographic) images similar to those obtained via planning CT. For image enhancement, the active contouring by using Chan-Vese model with level set formulation was applied. To overcome the variations in spatial location of these two sets of CT images, the iterative closest point (ICP) algorithm was used for 3D model registration. The deformable image registration (DIR) with Double force Demons algorithm was performed for auto-transformation of contours from planning CT to CBCT images. Results: The customized program accurately converted the format of CBCT to planning CT. Image enhancement was achieved by our modified active contour model which solved the energy minimization problem. In 3D model registration, the variations in spatial location of the CBCT and planning CT images were corrected. After selection of most similar images, the planning CT images were registered to corresponding CBCT images. The registered images were clearer than CBCT images with removal of other confounding structures outside body contours. Conclusions: The planning CT and CBCT images could be precisely registered by using a novel established technique consisting of active contouring with 3D model and DIR. This technique would enable the on-line radiation treatment planning for adaptive radiotherapy.
背景:为了确保放射治疗(RT)期间的高精度,图像引导RT (IGRT)技术使用板载锥形束计算机断层扫描(CBCT)扫描作为治疗前和治疗期间目标定位的图像引导程序。自适应RT是基于CBCT和规划CT图像的配准,旨在根据RT过程中肿瘤形态的动力学变化来修改RT靶体积。然而,重新轮廓和重新规划的过程是广泛的时间和成本消耗。我们开发了一种新的自动轮廓和图像配准方法,以精确的图像配准取代人工重新轮廓。方法:针对DICOM (Digital Imaging and Communications in Medicine)标准格式的图像集,用MATLAB语言(Version R2016a)编写程序,读取CBCT图像并将其转换为与规划CT相似的横断面(断层)图像。在图像增强方面,采用基于水平集的Chan-Vese模型进行主动轮廓。为了克服这两组CT图像在空间位置上的差异,采用迭代最近点(ICP)算法进行三维模型配准。采用双力Demons算法实现了可变形图像配准,实现了规划CT到CBCT图像的轮廓自动转换。结果:定制程序准确地将CBCT格式转换为规划CT。改进的活动轮廓模型解决了能量最小化问题,实现了图像增强。在三维模型配准中,对CBCT和规划CT图像的空间位置变化进行了校正。选择最相似的图像后,将规划CT图像配准到相应的CBCT图像上。配准图像比CBCT图像更清晰,去除了身体轮廓外的其他混淆结构。结论:采用一种由三维模型主动轮廓和DIR组成的新技术可以精确地配准规划CT和CBCT图像。该技术可实现自适应放射治疗的在线放射治疗计划。
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引用次数: 0
Teachings of our translational studies on boron neutron capture therapy (BNCT): thinking “outside the box” 硼中子俘获治疗(BNCT)转化研究的教学:“跳出框框”思考
Pub Date : 2019-10-06 DOI: 10.21037/TRO.2019.05.03
A. Schwint, M. A. Garabalino, A. M. Hughes, E. C. Pozzi, E. Heber, M. Palmieri, V. Trivillin
BNCT is a technique for the treatment of solid tumors. BNCT is considered a binary technique because it involves two components that exert little or no action individually but induce a significant effect when they combine. BNCT is based on the combination of neutron irradiation and the administration of 10 B compounds that are incorporated selectively by tumor tissue via different mechanisms, depending on the boron carrier.
BNCT是一种治疗实体瘤的技术。BNCT被认为是一种二元技术,因为它涉及两个单独发挥很少或没有作用的成分,但当它们结合在一起时会产生显著影响。BNCT是基于中子照射和10种B化合物的给药的组合,这些化合物通过不同的机制选择性地被肿瘤组织掺入,这取决于硼载体。
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引用次数: 5
The comparison of spatial resolution of ion chamber, diode, and EBT3 film based on the dose profile 基于剂量分布的离子室、二极管和EBT3薄膜的空间分辨率比较
Pub Date : 2019-09-30 DOI: 10.21037/tro.2019.09.02
Han-Ping Hsueh, S. Yeh, Liyun Chang
Background: It is essential for the physicist to quantify the dose of the radiation prior and during cancer treatment to ensure proper execution of the treatment plan. The most common way to measure the dose is utilizing Farmer chamber. The limitation of Farmer chamber is that it only provides dose of a specific point, while the beam dose profile is needed for the planning system. The Gafchromic EBT3 film can provide a quantitative dose profile in a 2D space. The EBT3 film has low energy dependence, similar effective atomic number to water, and self-developing; making it an ideal candidate for dose profile measurement. Methods: Dose profiles of EBT3 was measured, analyzed and compared to semiflex chamber and EDGE detector under same conditions. The EBT3 films were placed at the center of RW3 water phantom (30×30×30 cm 3 ) under flattening filter free (FFF) Mode of Linac. The EBT3 films were calibrated by additional RW3 with a Farmer chamber under the stacked RW3 water phantom. Percentage depth dose (PDD) and Matlab were used to fit the dose curve of EBT3 and the results are presented. Results: The penumbra of the measured dose profile through EBT3 film demonstrated little differences when comparing with that of the EDGE detector and noticeable differences when compared to that of the semiflex chamber. For a field size of 2×2 cm 2 , (b=0.08, depth of 5 cm, beam off central axis 0.8 cm), the measured difference of dose profile between EBT3 and EDGE detector is –2.24%. Under the same conditions, the dose profile difference between EBT3 and semiflex chamber is 10.59%. Conclusions: This study shows that EDGE detector has the highest spatial resolution to the dose profile. EBT3 film in combination with solid phantom can quickly sample dose profile in 2D. EBT3 film can be considered to be an excellent quality assurance (QA) tool with accurate dosimetry, a good spatial resolution and tolerable dose uncertainty.
背景:对于物理学家来说,在癌症治疗前和治疗过程中量化放射剂量是至关重要的,以确保治疗计划的正确执行。测量剂量最常用的方法是利用法默室。法默室的局限性在于它只能提供某一点的剂量,而规划系统需要光束剂量分布图。Gafchromic EBT3薄膜可以在二维空间中提供定量剂量分布。EBT3薄膜能量依赖性低,有效原子序数与水相似,具有自显影性;使其成为剂量谱测量的理想候选者。方法:在相同条件下,测定、分析EBT3的剂量谱,并与半弯曲室和EDGE检测器进行比较。将EBT3薄膜置于RW3水影中心(30×30×30 cm 3),采用Linac无压平滤光片(FFF)模式。在堆叠的RW3水模下,用一个Farmer腔室对EBT3薄膜进行校准。采用百分比深度剂量法(PDD)和Matlab对EBT3的剂量曲线进行拟合,并给出了拟合结果。结果:通过EBT3膜测量的剂量谱的半影与EDGE检测器相比差异不大,与半弯曲腔相比差异显著。当场尺寸为2×2 cm 2, (b=0.08,深度为5 cm,光束偏离中心轴0.8 cm)时,EBT3与EDGE探测器测量到的剂量谱差为-2.24%。在相同条件下,EBT3与半弯曲腔的剂量分布差为10.59%。结论:本研究表明EDGE探测器对剂量谱具有最高的空间分辨率。EBT3薄膜结合固体幻膜可以快速采样二维剂量谱。EBT3薄膜具有准确的剂量测定、良好的空间分辨率和可耐受的剂量不确定度,是一种优良的质量保证(QA)工具。
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引用次数: 2
Minimal late effects of stereotactic body radiation therapy for spine metastases years post treatment 立体定向身体放射治疗脊柱转移瘤术后数年的最小晚期效果
Pub Date : 2019-09-20 DOI: 10.21037/tro.2019.09.03
S. Chao, M. Naik
Stereotactic radiosurgery (SRS) and stereotactic body radiation therapy (SBRT) delivers high doses of radiation in 5 or fewer sessions or fractions. To do this safely, inherently it has to minimize dose to the surrounding normal tissue through very conformal and accurate delivery which have been developed and refined over the last decade.
立体定向放射外科手术(SRS)和立体定向全身放射治疗(SBRT)在5次或更少的时间内提供高剂量的辐射。为了安全起见,它必须将对周围正常组织的剂量降到最低通过非常适形和准确的输送这在过去十年中得到了发展和完善。
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引用次数: 0
Key immune system markers in immunotherapy: absolute lymphocyte count, neutrophil to lymphocyte ratio, and alternative immune system metrics 免疫疗法中的关键免疫系统标志物:绝对淋巴细胞计数、中性粒细胞与淋巴细胞比率和替代免疫系统指标
Pub Date : 2019-09-16 DOI: 10.21037/tro.2019.09.01
V. Chen, B. Greenberger, James M. Taylor, B. Lu
Immunotherapy is an increasingly popular therapeutic strategy in modern cancer care, with significant research and development invested in optimizing its application in combination with existing modalities, including radiation therapy.
免疫疗法是现代癌症治疗中日益流行的一种治疗策略,在优化其与现有方式(包括放射治疗)结合的应用方面投入了大量的研究和开发。
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引用次数: 0
Radiotherapy of malignant pheochromocytoma—a case report 恶性嗜铬细胞的放射治疗1例
Pub Date : 2019-08-27 DOI: 10.21037/tro.2019.08.02
C. Yeh
Pheochromocytomas (PCC) are rare tumors with an estimated incidence of 0.4 to 9.5 cases per 1 million per year. About 5–26% of PCC are malignant and presents with metastasis, for which there is currently no effective therapy. The treatment of choice is for PCC is radical surgery to reduce tumor burden, to provide symptomatic relief of catecholamine excess although complete eradication of the lesions is often not feasible. A number of case reports have been published on the role of radiotherapy for the treatment of PCC. Here we present a 53-year-old male stage III malignant PCC patient who received postoperative adjuvant radiotherapy. A review of current literature is also presented.
嗜铬细胞瘤(PCC)是一种罕见的肿瘤,估计发病率为每年每100万人中有0.4至9.5例。约5-26%的PCC是恶性的,并伴有转移,目前尚无有效的治疗方法。PCC的治疗选择是根治性手术,以减轻肿瘤负担,提供儿茶酚胺过量的症状缓解,尽管完全根除病变通常是不可行的。已经发表了许多关于放疗在PCC治疗中的作用的病例报告。我们报告一位53岁的男性III期恶性PCC患者,他接受了术后辅助放射治疗。本文还对当前的文献进行了综述。
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引用次数: 0
期刊
Therapeutic radiology and oncology
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