Longitudinal assessment of diffusion-weighted imaging during magnetic resonance-guided radiotherapy in head and neck cancer.

IF 3.3 2区 医学 Q2 ONCOLOGY Radiation Oncology Pub Date : 2025-01-29 DOI:10.1186/s13014-025-02589-9
Simon Boeke, Jonas Habrich, Sarah Kübler, Jessica Boldt, Fritz Schick, Konstantin Nikolaou, Jens Kübler, Cihan Gani, Maximilian Niyazi, Daniel Zips, Daniela Thorwarth
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Abstract

Background: For radiotherapy of head and neck cancer (HNC) magnetic resonance imaging (MRI) plays a pivotal role due to its high soft tissue contrast. Moreover, it offers the potential to acquire functional information through diffusion weighted imaging (DWI) with the potential to personalize treatment. The aim of this study was to acquire repetitive DWI during the course of online adaptive radiotherapy on an 1.5 T MR-linear accelerator (MR-Linac) for HNC patients and to investigate temporal changes of apparent diffusion coefficient (ADC) values of the tumor and subvolume levels.

Methods: 27 patients treated with curative RT on the 1.5 T MR-Linac with at least weekly DWI in treatment position were included into this prospective analysis and divided in four risk groups (HPV-status and localisation). Tumor and lymph node volumes (GTV-P/GTV-N) were delineated on b = 500 s/mm2 images while ADC maps were calculated using b = 150/200 and 500 s/mm2 images. Absolute and relative temporal changes of mean ADC values, tumor volumes and a high-risk subvolume (HRS) defined by low ADC tumor voxels (600 < ADC < 900 × 10-6 mm2/s) were analyzed. Relative changes of mean ADC values, tumor volumes and HRS were statistically tested using Wilcoxon-signed-rank test.

Results: Median pretreatment ADC value for all patients resulted in 1167 × 10-6 mm2/s for GTV-P and 1002 × 10-6 mm2/s for GTV-N while absolute pretreatment tumor volume yielded 9.1 cm3 for GTV-P and 6.0 cm3 for GTV-N, respectively. Pretreatment HRS volumes were 1.5 cm3 for GTV-P and 1.3 cm3 for GTV-P and GTV-N. Median ADC values increase during 35 fractions of RT was 49% for GTV-P and 24% for GTV-N during RT. Median tumor volume decrease was 68% and 52% for GTV-P and GTV-N with a median HRS decrease of 93% and 87%. Significant differences from 0 for mean ADC were observed starting from week 1, for tumor volumes from week 2 for GTV-P and week 1 for GTV-N and for HRS in week 1 for GTV-P and week 2 for GTV-N.

Conclusion: Longitudinal DWI acquisition in HNC is feasible on a MR-Linac during the course of online adaptive MR-guided radiotherapy. Changes in ADC and volumes can be assessed, but future work needs to explore the potential for biologically guided treatment individualization.

Trial registration: NCT04172753, actual study start: 09.05.2018.

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磁共振引导下头颈癌放疗中弥散加权成像的纵向评价。
背景:在头颈癌(HNC)的放射治疗中,磁共振成像(MRI)因其较高的软组织对比度而起着举足轻重的作用。此外,它提供了通过弥散加权成像(DWI)获取功能信息的潜力,具有个性化治疗的潜力。本研究的目的是在1.5 T磁共振直线加速器(MR-Linac)上对HNC患者进行在线自适应放疗期间获得重复DWI,并研究肿瘤和亚容量水平的表观扩散系数(ADC)值的时间变化。方法:27例接受1.5 T MR-Linac治疗性放疗且治疗部位DWI≥每周的患者纳入前瞻性分析,并分为4个危险组(hpv状态组和局部组)。肿瘤和淋巴结体积(GTV-P/GTV-N)在b = 500 s/mm2图像上勾画,ADC图使用b = 150/200和500 s/mm2图像计算。分析平均ADC值、肿瘤体积和由低ADC肿瘤体素(600 -6 mm2/s)定义的高危亚体积(HRS)的绝对和相对时间变化。采用Wilcoxon-signed-rank检验,对平均ADC值、肿瘤体积和HRS的相对变化进行统计学检验。结果:GTV-P和GTV-N的中位预处理ADC值分别为1167 × 10-6 mm2/s和1002 × 10-6 mm2/s, GTV-P和GTV-N的绝对预处理肿瘤体积分别为9.1 cm3和6.0 cm3。预处理HRS体积GTV-P为1.5 cm3, GTV-P和GTV-N为1.3 cm3。GTV-P和GTV-N在35个RT阶段的中位ADC值分别增加了49%和24%。GTV-P和GTV-N的中位肿瘤体积减少了68%和52%,HRS中位下降了93%和87%。从第1周开始,GTV-P和GTV-N在第2周和第1周观察到平均ADC与0的显著差异,GTV-P和GTV-N在第1周和第2周观察到HRS的显著差异。结论:在在线自适应磁共振引导放射治疗过程中,mri - linac对HNC进行纵向DWI采集是可行的。ADC和体积的变化可以评估,但未来的工作需要探索生物指导治疗个体化的潜力。试验注册:NCT04172753,实际研究开始:2018年5月9日。
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来源期刊
Radiation Oncology
Radiation Oncology ONCOLOGY-RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
CiteScore
6.50
自引率
2.80%
发文量
181
审稿时长
3-6 weeks
期刊介绍: Radiation Oncology encompasses all aspects of research that impacts on the treatment of cancer using radiation. It publishes findings in molecular and cellular radiation biology, radiation physics, radiation technology, and clinical oncology.
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