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Interobserver variation in tumor delineation of liver metastases using Magnetic Resonance Imaging 利用磁共振成像对肝转移灶进行肿瘤分界时的观察者间差异
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100592
Julia E. Peltenburg , Ali Hosni , Rana Bahij , Simon Boeke , Pètra M. Braam , William A. Hall , Martijn P.W. Intven , Luca Nicosia , Jan-Jakob Sonke , Marnix Witte , Marlies E. Nowee , Tomas Janssen

Background and purpose

Magnetic Resonance Imaging (MRI) guided stereotactic body radiotherapy (SBRT) of liver metastases is an upcoming high-precision non-invasive treatment. Interobserver variation (IOV) in tumor delineation, however, remains a relevant uncertainty for planning target volume (PTV) margins. The aims of this study were to quantify IOV in MRI-based delineation of the gross tumor volume (GTV) of liver metastases and to detect patient-specific factors influencing IOV.

Materials and methods

A total of 22 patients with liver metastases from three primary tumor origins were selected (colorectal(8), breast(6), lung(8)). Delineation guidelines and planning MRI-scans were provided to eight radiation oncologists who delineated all GTVs. All delineations were centrally peer reviewed to identify outliers not meeting the guidelines. Analyses were performed both in- and excluding outliers. IOV was quantified as the standard deviation (SD) of the perpendicular distance of each observer’s delineation towards the median delineation. The correlation of IOV with shape regularity, tumor origin and volume was determined.

Results

Including all delineations, average IOV was 1.6 mm (range 0.6–3.3 mm). From 160 delineations, in total fourteen single delineations were marked as outliers after peer review. After excluding outliers, the average IOV was 1.3 mm (range 0.6–2.3 mm). There was no significant correlation between IOV and tumor origin or volume. However, there was a significant correlation between IOV and regularity (Spearman’s ρs = -0.66; p = 0.002).

Conclusion

MRI-based IOV in tumor delineation of liver metastases was 1.3–1.6 mm, from which PTV margins for IOV can be calculated. Tumor regularity and IOV were significantly correlated, potentially allowing for patient-specific margin calculation.

背景和目的磁共振成像(MRI)引导的肝转移瘤立体定向体放射治疗(SBRT)是一种即将出现的高精度无创治疗方法。然而,肿瘤分界的观察者间变异(IOV)仍是规划靶体积(PTV)边缘的相关不确定因素。本研究的目的是量化基于 MRI 的肝转移瘤总肿瘤体积(GTV)划定中的 IOV,并检测影响 IOV 的患者特异性因素。八名放射肿瘤专家提供了划线指南和规划核磁共振扫描图像,他们对所有 GTV 进行了划线。所有划定均由中央同行评审,以识别不符合指南要求的异常值。同时对异常值和排除异常值进行分析。IOV 量化为每位观察者的划线与中位划线垂直距离的标准偏差 (SD)。结果包括所有划线在内,平均 IOV 为 1.6 毫米(范围为 0.6-3.3 毫米)。在 160 个划线中,共有 14 个划线在同行审查后被标记为异常值。剔除异常值后,平均 IOV 为 1.3 毫米(范围为 0.6-2.3 毫米)。IOV 与肿瘤来源或体积无明显相关性。结论基于MRI的肝转移瘤IOV为1.3-1.6毫米,可据此计算出IOV的PTV边缘。肿瘤的规则性与 IOV 显著相关,可用于计算患者的特异性边缘。
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引用次数: 0
Dose-volume metric-based prediction of radiotherapy-induced lymphocyte loss in patients with non-small-cell lung cancer treated with modern radiotherapy techniques 基于剂量-体积指标预测采用现代放疗技术治疗的非小细胞肺癌患者放疗诱导的淋巴细胞损失
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100593
Zuzanna Nowicka , Kasper Kuna , Mateusz Łaszczych , Małgorzata Łazar-Poniatowska , Bartosz Kamil Sobocki , Konrad Stawiski , Michał Dąbrowski , Konrad Bruski , Adam Zięba , Mateusz Pajdziński , Emilia Staniewska , Marcin Miszczyk , Harald Paganetti , Wojciech Fendler , Bartłomiej Tomasik

Background and Purpose

Radiation-induced lymphopenia (RIL) is a common side effect of radiotherapy (RT) that may negatively impact survival. We aimed to identify RIL predictors in patients with non-small-cell lung cancer (NSCLC) treated intensity modulated radiotherapy (IMRT) and volumetric modulated arc therapy (VMAT).

Materials and Methods

We retrospectively analysed data of 306 patients who underwent radical RT for NSCLC. Absolute lymphocyte count (ALC) loss was evaluated for each patient by fitting an exponential decay curve to data from first 45 days since treatment start, and percentage ALC loss relative to baseline was calculated based on area under the decay curve and baseline ALC. We compared IMRT and VMAT treatment plans and used linear regression to predict ALC loss.

Results

ALC decreased during RT in the whole patient group, while neutrophil counts remained stable and decreased only in those treated with concurrent chemoradiotherapy (CRT). Percentage ALC loss ranged between 11 and 78 % and was more strongly than lymphocyte nadir correlated with dose-volume metrics for relevant normal structures. We found evidence for the association of high radiation dose to the lungs, heart and body with percentage ALC loss, with lung volume exposed to 20–30 Gy being most important predictors in patients treated with IMRT. A multivariable model based on CRT use, baseline ALC and first principal component (PC1) of the dose-volume predictors showed good predictive performance (bias-corrected R2 of 0.40).

Conclusion

Percentage lymphocyte loss is a robust measure of RIL that is predicted by baseline ALC, CRT use and dose-volume parameters to the lungs, heart and body.

背景和目的放疗诱导的淋巴细胞减少症(RIL)是放疗(RT)的一种常见副作用,可能会对患者的生存产生负面影响。我们旨在确定接受调强放疗(IMRT)和容积调强弧形放疗(VMAT)的非小细胞肺癌(NSCLC)患者的 RIL 预测因子。通过对治疗开始后前 45 天的数据进行指数衰减曲线拟合,评估了每位患者的绝对淋巴细胞计数(ALC)损失,并根据衰减曲线下的面积和基线 ALC 计算了相对于基线的 ALC 损失百分比。我们对 IMRT 和 VMAT 治疗方案进行了比较,并使用线性回归预测 ALC 损失。ALC损失的百分比介于11%和78%之间,与相关正常结构的剂量-体积指标相比,ALC损失与淋巴细胞最低值的相关性更强。我们发现有证据表明,肺、心脏和身体的高辐射剂量与 ALC 百分比损失有关,在接受 IMRT 治疗的患者中,接受 20-30 Gy 照射的肺容积是最重要的预测因素。基于 CRT 使用情况、基线 ALC 和剂量-体积预测因子的第一个主成分 (PC1) 的多变量模型显示出良好的预测性能(偏差校正 R2 为 0.40)。
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引用次数: 0
A multi-institutional comparison of retrospective deformable dose accumulation for online adaptive magnetic resonance-guided radiotherapy 在线自适应磁共振引导放疗的可变形剂量累积的多机构比较
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100588
Martina Murr , Uffe Bernchou , Edyta Bubula-Rehm , Mark Ruschin , Parisa Sadeghi , Peter Voet , Jeff D Winter , Jinzhong Yang , Eyesha Younus , Cornel Zachiu , Yao Zhao , Hualiang Zhong , Daniela Thorwarth

Background and Purpose

Application of different deformable dose accumulation (DDA) solutions makes institutional comparisons after online-adaptive magnetic resonance-guided radiotherapy (OA-MRgRT) challenging. The aim of this multi-institutional study was to analyze accuracy and agreement of DDA-implementations in OA-MRgRT.

Material and Methods

One gold standard (GS) case deformed with a biomechanical-model and five clinical cases consisting of prostate (2x), cervix, liver, and lymph node cancer, treated with OA-MRgRT, were analyzed. Six centers conducted DDA using institutional implementations. Deformable image registration (DIR) and DDA results were compared using the contour metrics Dice Similarity Coefficient (DSC), surface-DSC, Hausdorff-distance (HD95%), and accumulated dose-volume histograms (DVHs) analyzed via intraclass correlation coefficient (ICC) and clinical dosimetric criteria (CDC).

Results

For the GS, median DDA errors ranged from 0.0 to 2.8 Gy across contours and implementations. DIR of clinical cases resulted in DSC > 0.8 for up to 81.3% of contours and a variability of surface-DSC values depending on the implementation. Maximum HD95%=73.3 mm was found for duodenum in the liver case. Although DVH ICC > 0.90 was found after DDA for all but two contours, relevant absolute CDC differences were observed in clinical cases: Prostate I/II showed maximum differences in bladder V28Gy (10.2/7.6%), while for cervix, liver, and lymph node the highest differences were found for rectum D2cm3 (2.8 Gy), duodenum Dmax (7.1 Gy), and rectum D0.5cm3 (4.6 Gy).

Conclusion

Overall, high agreement was found between the different DIR and DDA implementations. Case- and algorithm-dependent differences were observed, leading to potentially clinically relevant results. Larger studies are needed to define future DDA-guidelines.

背景和目的应用不同的可变形剂量累积(DDA)解决方案使得在线自适应磁共振引导放射治疗(OA-MRgRT)后的机构比较具有挑战性。这项多机构研究的目的是分析 OA-MRgRT 中 DDA 实施的准确性和一致性。材料和方法 分析了一个用生物力学模型变形的金标准(GS)病例和五个临床病例,包括前列腺癌(2x)、宫颈癌、肝癌和淋巴结核癌,均采用 OA-MRgRT 治疗。六个中心使用机构实施方案进行了 DDA。通过类内相关系数(ICC)和临床剂量测定标准(CDC)分析,使用轮廓指标狄斯相似系数(DSC)、表面-DSC、豪斯多夫距离(HD95%)和累积剂量-体积直方图(DVHs)比较了可变形图像配准(DIR)和 DDA 结果。临床病例的 DIR 导致高达 81.3% 的等值线的 DSC > 0.8,表面-DSC 值的变化取决于实施情况。肝脏病例中十二指肠的最大 HD95%=73.3 mm。虽然除两个轮廓外,所有轮廓在 DDA 后的 DVH ICC > 0.90,但在临床病例中观察到了相关的绝对 CDC 差异:前列腺 I/II 显示膀胱 V28Gy 的差异最大(10.2/7.6%),而直肠 D2cm3 (2.8 Gy)、十二指肠 Dmax (7.1 Gy) 和直肠 D0.5cm3 (4.6 Gy) 的宫颈、肝脏和淋巴结的差异最大。总体而言,不同的 DIR 和 DDA 实施之间的一致性很高,但也观察到了依赖于病例和算法的差异,这可能会导致与临床相关的结果。需要进行更大规模的研究,以确定未来的 DDA 指南。
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引用次数: 0
Comparison of deep inspiration breath hold and free breathing intensity modulated proton therapy of locally advanced lung cancer 局部晚期肺癌的深吸气屏气和自由呼吸调强质子疗法比较
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100590
Kristine Fjellanger , Ben J.M. Heijmen , Sebastiaan Breedveld , Inger Marie Sandvik , Liv B. Hysing

Background and purpose

For locally advanced non-small cell lung cancer (LA-NSCLC), intensity-modulated proton therapy (IMPT) can reduce organ at risk (OAR) doses compared to intensity-modulated radiotherapy (IMRT). Deep inspiration breath hold (DIBH) reduces OAR doses compared to free breathing (FB) in IMRT. In IMPT, differences in dose distributions and robustness between DIBH and FB are unclear. In this study, we compare DIBH to FB in IMPT, and IMPT to IMRT.

Materials and methods

Fortyone LA-NSCLC patients were prospectively included. 4D computed tomography images (4DCTs) and DIBH CTs were acquired for treatment planning and during weeks 1 and 3 of treatment. A new system for automated robust planning was developed and used to generate a FB and a DIBH IMPT plan for each patient. Plans were compared in terms of dose-volume parameters and normal tissue complication probabilities (NTCPs). Dose recalculations on repeat CTs were used to compare inter-fraction plan robustness.

Results

In IMPT, DIBH reduced median lungs Dmean from 9.3 Gy(RBE) to 8.0 Gy(RBE) compared to FB, and radiation pneumonitis NTCP from 10.9 % to 9.4 % (p < 0.001). Inter-fraction plan robustness for DIBH and FB was similar. Median NTCPs for radiation pneumonitis and mortality were around 9 percentage points lower with IMPT than IMRT (p < 0.001). These differences were much larger than between FB and DIBH within each modality.

Conclusion

DIBH IMPT resulted in reduced lung dose and radiation pneumonitis NTCP compared to FB IMPT. Inter-fraction robustness was comparable. OAR doses were far lower in IMPT than IMRT.

背景和目的对于局部晚期非小细胞肺癌(LA-NSCLC),与调强放射治疗(IMRT)相比,调强质子治疗(IMPT)可以减少危险器官(OAR)的剂量。与IMRT中的自由呼吸(FB)相比,深吸气屏气(DIBH)可减少OAR剂量。在 IMPT 中,DIBH 和 FB 在剂量分布和稳健性方面的差异尚不清楚。在本研究中,我们比较了 IMPT 中 DIBH 与 FB 的差异,以及 IMPT 与 IMRT 的差异。在制定治疗计划时以及在治疗的第 1 周和第 3 周采集了四维计算机断层扫描图像(4DCT)和 DIBH CT。我们开发了一套新的自动稳健计划系统,用于为每位患者生成 FB 和 DIBH IMPT 计划。根据剂量-体积参数和正常组织并发症概率(NTCPs)对计划进行比较。结果在 IMPT 中,与 FB 相比,DIBH 将中位肺 Dmean 从 9.3 Gy(RBE) 降低到 8.0 Gy(RBE),将放射性肺炎 NTCP 从 10.9 % 降低到 9.4 %(p < 0.001)。DIBH和FB的分次计划间稳健性相似。IMPT 的放射性肺炎和死亡率的中位 NTCPs 比 IMRT 低约 9 个百分点(p < 0.001)。结论与 FB IMPT 相比,DIBH IMPT 可减少肺剂量和放射性肺炎的 NTCP。分段间的稳健性相当。IMPT的OAR剂量远低于IMRT。
{"title":"Comparison of deep inspiration breath hold and free breathing intensity modulated proton therapy of locally advanced lung cancer","authors":"Kristine Fjellanger ,&nbsp;Ben J.M. Heijmen ,&nbsp;Sebastiaan Breedveld ,&nbsp;Inger Marie Sandvik ,&nbsp;Liv B. Hysing","doi":"10.1016/j.phro.2024.100590","DOIUrl":"10.1016/j.phro.2024.100590","url":null,"abstract":"<div><h3>Background and purpose</h3><p>For locally advanced non-small cell lung cancer (LA-NSCLC), intensity-modulated proton therapy (IMPT) can reduce organ at risk (OAR) doses compared to intensity-modulated radiotherapy (IMRT). Deep inspiration breath hold (DIBH) reduces OAR doses compared to free breathing (FB) in IMRT. In IMPT, differences in dose distributions and robustness between DIBH and FB are unclear. In this study, we compare DIBH to FB in IMPT, and IMPT to IMRT.</p></div><div><h3>Materials and methods</h3><p>Fortyone LA-NSCLC patients were prospectively included. 4D computed tomography images (4DCTs) and DIBH CTs were acquired for treatment planning and during weeks 1 and 3 of treatment. A new system for automated robust planning was developed and used to generate a FB and a DIBH IMPT plan for each patient. Plans were compared in terms of dose-volume parameters and normal tissue complication probabilities (NTCPs). Dose recalculations on repeat CTs were used to compare inter-fraction plan robustness.</p></div><div><h3>Results</h3><p>In IMPT, DIBH reduced median lungs D<sub>mean</sub> from 9.3 Gy(RBE) to 8.0 Gy(RBE) compared to FB, and radiation pneumonitis NTCP from 10.9 % to 9.4 % (<em>p</em> &lt; 0.001). Inter-fraction plan robustness for DIBH and FB was similar. Median NTCPs for radiation pneumonitis and mortality were around 9 percentage points lower with IMPT than IMRT (<em>p</em> &lt; 0.001). These differences were much larger than between FB and DIBH within each modality.</p></div><div><h3>Conclusion</h3><p>DIBH IMPT resulted in reduced lung dose and radiation pneumonitis NTCP compared to FB IMPT. Inter-fraction robustness was comparable. OAR doses were far lower in IMPT than IMRT.</p></div>","PeriodicalId":36850,"journal":{"name":"Physics and Imaging in Radiation Oncology","volume":"30 ","pages":"Article 100590"},"PeriodicalIF":3.7,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405631624000605/pdfft?md5=28d7e0108825d4ff904eaf572aa10e9e&pid=1-s2.0-S2405631624000605-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141023249","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
Comparative study of dynamic conformal arc therapy and volumetric modulated arc therapy for treating single brain metastases: A retrospective analysis of dosimetric and clinical outcomes 治疗单发脑转移瘤的动态适形弧治疗与容积调制弧治疗的比较研究:剂量学和临床结果的回顾性分析
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100591
Isabelle Chambrelant , Delphine Jarnet , Clara Le Fèvre , Laure Kuntz , Julian Jacob , Catherine Jenny , Georges Noël

Background and purpose

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.

Material and methods

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).

Results

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.

Conclusion

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.

背景和目的立体定向放射治疗(SRT)通常用于治疗脑转移瘤(BMs)。这项回顾性研究比较了动态适形弧线疗法(DCAT)和容积调制弧线疗法(VMAT)这两种SRT技术在单个脑转移瘤治疗中的应用。排除了有多个骨髓瘤、切除骨髓瘤、再次放疗、全脑放疗和脑干转移的患者。我们重点分析了97例接受23.1 Gy三次分次放疗的患者。我们记录了急性毒性和随访结果。我们对两个亚组(PTV ≤ 10 cc 和 PTV > 10 cc)的剂量数据进行了分析。结果分别有 70 例(72.2%)和 27 例(27.8%)患者使用了 DCAT 和 VMAT。组间急性毒性无明显差异(p = 0.259),放射性坏死、局部复发和脑复发的发生率也无差异(分别为 p > 0.999、p > 0.999 和 p = 0.682)。对于小体积(PTV ≤ 10 cc),DCAT 的 PTV 覆盖率更高。无论在哪个容积亚组,VMAT 的平均符合性指数(CI)明显更高,而 DCAT 的平均梯度指数(GI)明显更低(p < 0.001)。DCAT 有更多的异质性计划,而 VMAT 需要更多的监测单元。结论 DCAT 和 VMAT 是治疗乳腺肿瘤的两种有效而安全的 SRT 技术。在再照射时代,减少对健康组织的照射剂量非常重要。需要进一步的前瞻性研究来验证这些发现。
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引用次数: 0
Validation of echo planar imaging based diffusion-weighted magnetic resonance imaging on a 0.35 T MR-Linac 基于回波平面成像的扩散加权磁共振成像在 0.35 T MR-Linac 上的验证
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100579
Philipp Wallimann , Marco Piccirelli , Sylwia Nowakowska , Tess Armstrong , Michael Mayinger , Andreas Boss , Andrea Bink , Matthias Guckenberger , Stephanie Tanadini-Lang , Nicolaus Andratschke , Bertrand Pouymayou

Background and Purpose

The feasibility of acquiring diffusion-weighted imaging (DWI) images on an MR-Linac for quantitative response assessment during radiotherapy was explored. DWI data obtained with a Spin Echo Echo Planar Imaging sequence adapted for a 0.35 T MR-Linac were examined and compared with DWI data from a conventional 3 T scanner.

Materials and Methods

Apparent diffusion coefficient (ADC) measurements and a distortion correction technique were investigated using DWI-calibrated phantoms and in the brains of seven volunteers. All DWI utilized two phase-encoding directions for distortion correction and off-resonance field estimation. ADC maps in the brain were analyzed for automatically segmented normal tissues.

Results

Phantom ADC measurements on the MR-Linac were within a 3 % margin of those recorded by the 3 T scanner. The maximum distortion observed in the phantom was 2.0 mm prior to correction and 1.1 mm post-correction on the MR-Linac, compared to 6.0 mm before correction and 3.6 mm after correction at 3 T. In vivo, the average ADC values for gray and white matter exhibited variations of 14 % and 4 %, respectively, for different selections of b-values on the MR-Linac. Distortions in brain images before correction, estimated through the off-resonance field, reached 2.7 mm on the MR-Linac and 12 mm at 3 T.

Conclusion

Accurate ADC measurements are achievable on a 0.35 T MR-Linac, both in phantom and in vivo. The selection of b-values significantly influences ADC values in vivo. DWI on the MR-Linac demonstrated lower distortion levels, with a maximum distortion reduced to 1.1 mm after correction.

背景和目的 研究人员探讨了在放疗期间利用磁共振成像仪获取扩散加权成像(DWI)图像进行定量反应评估的可行性。研究人员对使用 0.35 T MR-Linac 的自旋回波平面成像序列获得的 DWI 数据进行了检查,并将其与传统 3 T 扫描仪的 DWI 数据进行了比较。材料与方法研究人员使用 DWI 校准模型和七名志愿者的大脑对表观扩散系数(ADC)测量和失真校正技术进行了研究。所有 DWI 均采用两个相位编码方向进行失真校正和非共振场估计。结果MR-Linac的模型ADC测量值与3 T扫描仪记录的测量值相差3%。在模型中观察到的最大畸变在校正前为 2.0 毫米,在 MR-Linac 上校正后为 1.1 毫米,而在 3 T 扫描仪上校正前为 6.0 毫米,校正后为 3.6 毫米。通过非共振场估计,校正前脑图像的失真在 MR-Linac 上达到 2.7 毫米,在 3 T 时达到 12 毫米。b 值的选择对体内 ADC 值有很大影响。在 MR-Linac 上进行的 DWI 显示出较低的失真度,校正后的最大失真度降至 1.1 毫米。
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引用次数: 0
Optimized raw data selection for artifact reduction of breathing controlled four-dimensional sequence scanning 优化原始数据选择,减少呼吸控制四维序列扫描的伪影
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100584
Juliane Szkitsak , Andre Karius , Susanne Fernolendt , Philipp Schubert , Stefan Speer , Rainer Fietkau , Christoph Bert , Christian Hofmann

Background and purpose

Even with most breathing-controlled four-dimensional computed tomography (4DCT) algorithms image artifacts caused by single significant longer breathing still occur, resulting in negative consequences for radiotherapy. Our study presents first phantom examinations of a new optimized raw data selection and binning algorithm, aiming to improve image quality and geometric accuracy without additional dose exposure.

Materials and methods

To validate the new approach, phantom measurements were performed to assess geometric accuracy (volume fidelity, root mean square error, Dice coefficient of volume overlap) for one- and three-dimensional tumor motion trajectories with and without considering motion hysteresis effects. Scans without significantly longer breathing cycles served as references.

Results

Median volume deviations between optimized approach and reference of at maximum 1% were obtained considering all movements. In comparison, standard reconstruction yielded median deviations of 9%, 21% and 12% for one-dimensional, three-dimensional, and hysteresis motion, respectively. Measurements in one- and three-dimensional directions reached a median Dice coefficient of 0.970 ± 0.013 and 0.975 ± 0.012, respectively, but only 0.918 ± 0.075 for hysteresis motions averaged over all measurements for the optimized selection. However, for the standard reconstruction median Dice coefficients were 0.845 ± 0.200, 0.868 ± 0.205 and 0.915 ± 0.075 for one- and three-dimensional as well as hysteresis motions, respectively. Median root mean square errors for the optimized algorithm were 30 ± 16 HU2 and 120 ± 90 HU2 for three-dimensional and hysteresis motions, compared to 212 ± 145 HU2 and 130 ± 131 HU2 for the standard reconstruction.

Conclusions

The algorithm was proven to reduce 4DCT-related artifacts due to missing projection data without further dose exposure. An improvement in radiotherapy treatment planning due to better image quality can be expected.

背景和目的即使使用大多数呼吸控制四维计算机断层扫描(4DCT)算法,仍会出现因单次较长时间呼吸而造成的图像伪影,从而给放疗带来负面影响。为了验证这种新方法,我们进行了人体模型测量,以评估在考虑和不考虑运动滞后效应的情况下,一维和三维肿瘤运动轨迹的几何精度(体积保真度、均方根误差、体积重叠的 Dice 系数)。结果在所有运动中,优化方法与参考方法之间的平均体积偏差最大为 1%。相比之下,标准重建法在一维、三维和滞后运动方面的中位偏差分别为 9%、21% 和 12%。一维和三维方向的测量结果的狄斯系数中值分别为 0.970 ± 0.013 和 0.975 ± 0.012,但在优化选择的所有测量结果中,滞后运动的平均狄斯系数仅为 0.918 ± 0.075。然而,在标准重建中,一维和三维以及滞后运动的狄斯系数中值分别为 0.845 ± 0.200、0.868 ± 0.205 和 0.915 ± 0.075。优化算法在三维和滞后运动方面的中位均方根误差分别为 30 ± 16 HU2 和 120 ± 90 HU2,而标准重建的中位均方根误差分别为 212 ± 145 HU2 和 130 ± 131 HU2。由于图像质量更好,放疗计划有望得到改善。
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引用次数: 0
Clinical implementation of a commercial synthetic computed tomography solution for radiotherapy treatment of glioblastoma 用于胶质母细胞瘤放射治疗的商用合成计算机断层扫描解决方案的临床应用
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100589
Sevgi Emin , Elia Rossi , Elisabeth Myrvold Rooth , Torsten Dorniok , Mattias Hedman , Giovanna Gagliardi , Fernanda Villegas

Background and Purpose

Magnetic resonance (MR)-only radiotherapy (RT) workflow eliminates uncertainties due to computed tomography (CT)-MR image registration, by using synthetic CT (sCT) images generated from MR. This study describes the clinical implementation process, from retrospective commissioning to prospective validation stage of a commercial artificial intelligence (AI)-based sCT product. Evaluation of the dosimetric performance of the sCT is presented, with emphasis on the impact of voxel size differences between image modalities.

Materials and methods

sCT performance was assessed in glioblastoma RT planning. Dose differences for 30 patients in both commissioning and validation cohorts were calculated at various dose-volume-histogram (DVH) points for target and organs-at-risk (OAR). A gamma analysis was conducted on regridded image plans. Quality assurance (QA) guidelines were established based on commissioning phase results.

Results

Mean dose difference to target structures was found to be within ± 0.7 % regardless of image resolution and cohort. OARs’ mean dose differences were within ± 1.3 % for plans calculated on regridded images for both cohorts, while differences were higher for plans with original voxel size, reaching up to −4.2 % for chiasma D2% in the commissioning cohort. Gamma passing rates for the brain structure using the criteria 1 %/1mm, 2 %/2mm and 3 %/3mm were 93.6 %/99.8 %/100 % and 96.6 %/99.9 %/100 % for commissioning and validation cohorts, respectively.

Conclusions

Dosimetric outcomes in both commissioning and validation stages confirmed sCT’s equivalence to CT. The large patient cohort in this study aided in establishing a robust QA program for the MR-only workflow, now applied in glioblastoma RT at our center.

背景和目的仅使用磁共振(MR)的放射治疗(RT)工作流程通过使用由磁共振生成的合成 CT(sCT)图像,消除了计算机断层扫描(CT)-MR 图像配准带来的不确定性。本研究描述了基于人工智能(AI)的商用 sCT 产品从回顾性调试到前瞻性验证阶段的临床实施过程。材料与方法在胶质母细胞瘤 RT 规划中评估了 sCT 的性能。在目标和危险器官(OAR)的不同剂量-容积-柱状图(DVH)点计算了委托组和验证组 30 名患者的剂量差异。对重新网格化的图像计划进行了伽马分析。根据调试阶段的结果,制定了质量保证(QA)准则。结果发现,无论图像分辨率和队列如何,靶结构的平均剂量差在± 0.7%以内。在两个队列中,根据重新网格化图像计算的OARs平均剂量差异均在±1.3%以内,而原始体素大小的OARs剂量差异则更大,在试运行队列中,椎间隙D2%的OARs剂量差异高达-4.2%。根据 1%/1mm、2%/2mm 和 3%/3mm 的标准,委托组和验证组的大脑结构伽马通过率分别为 93.6 %/99.8 %/100 % 和 96.6 %/99.9 %/100%。这项研究中庞大的患者群有助于为只用磁共振的工作流程建立强大的质量保证计划,目前我们中心已将该计划应用于胶质母细胞瘤的放射治疗。
{"title":"Clinical implementation of a commercial synthetic computed tomography solution for radiotherapy treatment of glioblastoma","authors":"Sevgi Emin ,&nbsp;Elia Rossi ,&nbsp;Elisabeth Myrvold Rooth ,&nbsp;Torsten Dorniok ,&nbsp;Mattias Hedman ,&nbsp;Giovanna Gagliardi ,&nbsp;Fernanda Villegas","doi":"10.1016/j.phro.2024.100589","DOIUrl":"10.1016/j.phro.2024.100589","url":null,"abstract":"<div><h3>Background and Purpose</h3><p>Magnetic resonance (MR)-only radiotherapy (RT) workflow eliminates uncertainties due to computed tomography (CT)-MR image registration, by using synthetic CT (sCT) images generated from MR. This study describes the clinical implementation process, from retrospective commissioning to prospective validation stage of a commercial artificial intelligence (AI)-based sCT product. Evaluation of the dosimetric performance of the sCT is presented, with emphasis on the impact of voxel size differences between image modalities.</p></div><div><h3>Materials and methods</h3><p>sCT performance was assessed in glioblastoma RT planning. Dose differences for 30 patients in both commissioning and validation cohorts were calculated at various dose-volume-histogram (DVH) points for target and organs-at-risk (OAR). A gamma analysis was conducted on regridded image plans. Quality assurance (QA) guidelines were established based on commissioning phase results.</p></div><div><h3>Results</h3><p>Mean dose difference to target structures was found to be within ± 0.7 % regardless of image resolution and cohort. OARs’ mean dose differences were within ± 1.3 % for plans calculated on regridded images for both cohorts, while differences were higher for plans with original voxel size, reaching up to −4.2 % for chiasma D2% in the commissioning cohort. Gamma passing rates for the brain structure using the criteria 1 %/1mm, 2 %/2mm and 3 %/3mm were 93.6 %/99.8 %/100 % and 96.6 %/99.9 %/100 % for commissioning and validation cohorts, respectively.</p></div><div><h3>Conclusions</h3><p>Dosimetric outcomes in both commissioning and validation stages confirmed sCT’s equivalence to CT. The large patient cohort in this study aided in establishing a robust QA program for the MR-only workflow, now applied in glioblastoma RT at our center.</p></div>","PeriodicalId":36850,"journal":{"name":"Physics and Imaging in Radiation Oncology","volume":"30 ","pages":"Article 100589"},"PeriodicalIF":3.7,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405631624000599/pdfft?md5=a8a0010d377763cc77048052e12a32c8&pid=1-s2.0-S2405631624000599-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141034422","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
Comparing different boost concepts and beam configurations for proton therapy of pancreatic cancer 比较用于胰腺癌质子治疗的不同助推概念和射束配置
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100583
Taiki Takaoka , Takeshi Yanagi , Shinsei Takahashi , Yuta Shibamoto , Yuto Imai , Dai Okazaki , Masanari Niwa , Akira Torii , Nozomi Kita , Seiya Takano , Natsuo Tomita , Akio Hiwatashi

Background and Purpose

Interfractional geometrical and anatomical variations impact the accuracy of proton therapy for pancreatic cancer. This study investigated field-in-field (FIF) and simultaneous integrated boost (SIB) concepts for scanned proton therapy treatment with different beam configurations.

Materials and Methods

Robustly optimized treatment plans for fifteen patients were generated using FIF and SIB techniques with two, three, and four beams. The prescribed dose in 20 fractions was 60 Gy(RBE) for the internal gross tumor volume (IGTV) and 46 Gy(RBE) for the internal clinical target volume. Verification computed tomography (vCT) scans was performed on treatment days 1, 7, and 16. Initial treatment plans were recalculated on the rigidly registered vCTs. V100% and D95% for targets and D2cm3 for the stomach and duodenum were evaluated. Robustness evaluations (range uncertainty of 3.5 %) were performed to evaluate the stomach and duodenum dose-volume parameters.

Results

For all techniques, IGTV V100% and D95% decreased significantly when recalculating the dose on vCTs (p < 0.001). The median IGTV V100% and D95% over all vCTs ranged from 74.2 % to 90.2 % and 58.8 Gy(RBE) to 59.4 Gy(RBE), respectively. The FIF with two and three beams, and SIB with two beams maintained the highest IGTV V100% and D95%. In robustness evaluations, the ΔD2cm3 of stomach was highest in two beams plans, while the ΔD2cm3 of duodenum was highest in four beams plans, for both concepts.

Conclusion

Target coverage decreased when recalculating on CTs at different time for both concepts. The FIF with three beams maintained the highest IGTV coverage while sparing normal organs the most.

背景和目的胰腺癌的几何和解剖结构变化会影响质子治疗的准确性。本研究探讨了场中场(FIF)和同步综合增强(SIB)概念,用于不同束流配置的质子治疗扫描。材料与方法使用FIF和SIB技术,用2束、3束和4束产生了15名患者的最佳治疗方案。20个分次的规定剂量为:肿瘤内部总体积(IGTV)60 Gy(RBE),肿瘤内部临床靶体积46 Gy(RBE)。在治疗第 1、7 和 16 天进行了验证计算机断层扫描(vCT)。根据刚性注册的 vCT 重新计算初始治疗计划。对目标的 V100% 和 D95% 以及胃和十二指肠的 D2cm3 进行了评估。对胃和十二指肠的剂量-容积参数进行了稳健性评估(范围不确定性为 3.5%)。结果对于所有技术,在 vCT 上重新计算剂量时,IGTV V100% 和 D95% 均显著下降(p <0.001)。所有 vCT 的中位 IGTV V100% 和 D95% 分别为 74.2% 至 90.2% 和 58.8 Gy(RBE) 至 59.4 Gy(RBE)。使用两束和三束的 FIF 以及使用两束的 SIB 保持了最高的 IGTV V100% 和 D95%。在稳健性评估中,对于两种概念,胃的ΔD2cm3 在两束计划中最高,而十二指肠的ΔD2cm3 在四束计划中最高。使用三波束的 FIF 保持了最高的 IGTV 覆盖率,同时最大程度地保护了正常器官。
{"title":"Comparing different boost concepts and beam configurations for proton therapy of pancreatic cancer","authors":"Taiki Takaoka ,&nbsp;Takeshi Yanagi ,&nbsp;Shinsei Takahashi ,&nbsp;Yuta Shibamoto ,&nbsp;Yuto Imai ,&nbsp;Dai Okazaki ,&nbsp;Masanari Niwa ,&nbsp;Akira Torii ,&nbsp;Nozomi Kita ,&nbsp;Seiya Takano ,&nbsp;Natsuo Tomita ,&nbsp;Akio Hiwatashi","doi":"10.1016/j.phro.2024.100583","DOIUrl":"https://doi.org/10.1016/j.phro.2024.100583","url":null,"abstract":"<div><h3>Background and Purpose</h3><p>Interfractional geometrical and anatomical variations impact the accuracy of proton therapy for pancreatic cancer. This study investigated field-in-field (FIF) and simultaneous integrated boost (SIB) concepts for scanned proton therapy treatment with different beam configurations.</p></div><div><h3>Materials and Methods</h3><p>Robustly optimized treatment plans for fifteen patients were generated using FIF and SIB techniques with two, three, and four beams. The prescribed dose in 20 fractions was 60 Gy(RBE) for the internal gross tumor volume (IGTV) and 46 Gy(RBE) for the internal clinical target volume. Verification computed tomography (vCT) scans was performed on treatment days 1, 7, and 16. Initial treatment plans were recalculated on the rigidly registered vCTs. V<sub>100%</sub> and D<sub>95%</sub> for targets and D<sub>2cm</sub><sup>3</sup> for the stomach and duodenum were evaluated. Robustness evaluations (range uncertainty of 3.5 %) were performed to evaluate the stomach and duodenum dose-volume parameters.</p></div><div><h3>Results</h3><p>For all techniques, IGTV V<sub>100%</sub> and D<sub>95%</sub> decreased significantly when recalculating the dose on vCTs (p &lt; 0.001). The median IGTV V<sub>100%</sub> and D<sub>95%</sub> over all vCTs ranged from 74.2 % to 90.2 % and 58.8 Gy(RBE) to 59.4 Gy(RBE), respectively. The FIF with two and three beams, and SIB with two beams maintained the highest IGTV V<sub>100%</sub> and D<sub>95%</sub>. In robustness evaluations, the ΔD<sub>2cm</sub><sup>3</sup> of stomach was highest in two beams plans, while the ΔD<sub>2cm</sub><sup>3</sup> of duodenum was highest in four beams plans, for both concepts.</p></div><div><h3>Conclusion</h3><p>Target coverage decreased when recalculating on CTs at different time for both concepts. The FIF with three beams maintained the highest IGTV coverage while sparing normal organs the most.</p></div>","PeriodicalId":36850,"journal":{"name":"Physics and Imaging in Radiation Oncology","volume":"30 ","pages":"Article 100583"},"PeriodicalIF":3.7,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405631624000538/pdfft?md5=ffe03b8cff6b4534dcb55deeb2392584&pid=1-s2.0-S2405631624000538-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140818431","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
Relating pre-treatment non-Gaussian intravoxel incoherent motion diffusion-weighted imaging to human papillomavirus status and response in oropharyngeal carcinoma 口咽癌治疗前非高斯体内非相干运动扩散加权成像与人类乳头瘤病毒状态和反应的关系
IF 3.7 Q2 ONCOLOGY Pub Date : 2024-04-01 DOI: 10.1016/j.phro.2024.100574
Nienke D. Sijtsema , Iris Lauwers , Gerda M. Verduijn , Mischa S. Hoogeman , Dirk H.J. Poot , Juan A. Hernandez-Tamames , Aad van der Lugt , Marta E. Capala , Steven F. Petit

Background and purpose

Diffusion-weighted imaging (DWI) is a promising technique for response assessment in head-and-neck cancer. Recently, we optimized Non-Gaussian Intravoxel Incoherent Motion Imaging (NG-IVIM), an extension of the conventional apparent diffusion coefficient (ADC) model, for the head and neck. In the current study, we describe the first application in a group of patients with human papillomavirus (HPV)-positive and HPV-negative oropharyngeal squamous cell carcinoma. The aim of this study was to relate ADC and NG-IVIM DWI parameters to HPV status and clinical treatment response.

Materials and methods

Thirty-six patients (18 HPV-positive, 18 HPV-negative) were prospectively included. Presence of progressive disease was scored within one year. The mean pre-treatment ADC and NG-IVIM parameters in the gross tumor volume were compared between HPV-positive and HPV-negative patients. In HPV-negative patients, ADC and NG-IVIM parameters were compared between patients with and without progressive disease.

Results

ADC, the NG-IVIM diffusion coefficient D, and perfusion fraction f were significantly higher, while pseudo-diffusion coefficient D* and kurtosis K were significantly lower in the HPV-negative compared to HPV-positive patients. In the HPV-negative group, a significantly lower D was found for patients with progressive disease compared to complete responders. No relation with ADC was observed.

Conclusion

The results of our single-center study suggest that ADC is related to HPV status, but not an independent response predictor. The NG-IVIM parameter D, however, was independently associated to response in the HPV-negative group. Noteworthy in the opposite direction as previously thought based on ADC.

背景和目的扩散加权成像(DWI)是一种用于头颈部癌症反应评估的有前途的技术。最近,我们优化了头颈部的非高斯体内相干运动成像(NG-IVIM),这是传统表观弥散系数(ADC)模型的扩展。在本研究中,我们描述了在一组人乳头瘤病毒(HPV)阳性和 HPV 阴性口咽鳞癌患者中的首次应用。这项研究的目的是将 ADC 和 NG-IVIM DWI 参数与 HPV 状态和临床治疗反应联系起来。对一年内是否出现进展性疾病进行评分。比较了HPV阳性和HPV阴性患者治疗前肿瘤总体积的平均ADC和NG-IVIM参数。结果 HPV 阴性患者的 ADC、NG-IVIM 弥散系数 D 和灌注分数 f 明显高于 HPV 阳性患者,而伪弥散系数 D* 和峰度 K 则明显低于 HPV 阳性患者。在HPV阴性组中,疾病进展患者的D明显低于完全应答者。结论我们的单中心研究结果表明,ADC与HPV状态有关,但不是独立的反应预测因子。然而,在HPV阴性组中,NG-IVIM参数D与反应有独立关系。值得注意的是,这与之前根据 ADC 得出的结论方向相反。
{"title":"Relating pre-treatment non-Gaussian intravoxel incoherent motion diffusion-weighted imaging to human papillomavirus status and response in oropharyngeal carcinoma","authors":"Nienke D. Sijtsema ,&nbsp;Iris Lauwers ,&nbsp;Gerda M. Verduijn ,&nbsp;Mischa S. Hoogeman ,&nbsp;Dirk H.J. Poot ,&nbsp;Juan A. Hernandez-Tamames ,&nbsp;Aad van der Lugt ,&nbsp;Marta E. Capala ,&nbsp;Steven F. Petit","doi":"10.1016/j.phro.2024.100574","DOIUrl":"https://doi.org/10.1016/j.phro.2024.100574","url":null,"abstract":"<div><h3>Background and purpose</h3><p>Diffusion-weighted imaging (DWI) is a promising technique for response assessment in head-and-neck cancer. Recently, we optimized Non-Gaussian Intravoxel Incoherent Motion Imaging (NG-IVIM), an extension of the conventional apparent diffusion coefficient (<em>ADC</em>) model, for the head and neck. In the current study, we describe the first application in a group of patients with human papillomavirus (HPV)-positive and HPV-negative oropharyngeal squamous cell carcinoma. The aim of this study was to relate <em>ADC</em> and NG-IVIM DWI parameters to HPV status and clinical treatment response.</p></div><div><h3>Materials and methods</h3><p>Thirty-six patients (18 HPV-positive, 18 HPV-negative) were prospectively included. Presence of progressive disease was scored within one year. The mean pre-treatment <em>ADC</em> and NG-IVIM parameters in the gross tumor volume were compared between HPV-positive and HPV-negative patients. In HPV-negative patients, <em>ADC</em> and NG-IVIM parameters were compared between patients with and without progressive disease.</p></div><div><h3>Results</h3><p><em>ADC</em>, the NG-IVIM diffusion coefficient <em>D</em>, and perfusion fraction <em>f</em> were significantly higher, while pseudo-diffusion coefficient <em>D*</em> and kurtosis <em>K</em> were significantly lower in the HPV-negative compared to HPV-positive patients. In the HPV-negative group, a significantly lower <em>D</em> was found for patients with progressive disease compared to complete responders. No relation with <em>ADC</em> was observed.</p></div><div><h3>Conclusion</h3><p>The results of our single-center study suggest that <em>ADC</em> is related to HPV status, but not an independent response predictor. The NG-IVIM parameter <em>D,</em> however, was independently associated to response in the HPV-negative group. Noteworthy in the opposite direction as previously thought based on <em>ADC</em>.</p></div>","PeriodicalId":36850,"journal":{"name":"Physics and Imaging in Radiation Oncology","volume":"30 ","pages":"Article 100574"},"PeriodicalIF":3.7,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405631624000447/pdfft?md5=21e7ad76975caaf833ab8dd40588c057&pid=1-s2.0-S2405631624000447-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140548132","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
期刊
Physics and Imaging in Radiation Oncology
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