Stemkens Bjorn, Tijssen Rob H N, de Senneville Baudouin D, Heerkens Hanne D, van Vulpen Marco, Lagendijk Jan J W, van den Berg Cornelis A T
Department of Radiotherapy, University Medical Center Utrecht, Utrecht, The Netherlands.
Department of Radiotherapy, University Medical Center Utrecht, Utrecht, The Netherlands.
Int J Radiat Oncol Biol Phys. 2015 Mar 1;91(3):571-8. doi: 10.1016/j.ijrobp.2014.10.050. Epub 2015 Jan 13.
To determine the optimum sampling strategy for retrospective reconstruction of 4-dimensional (4D) MR data for nonrigid motion characterization of tumor and organs at risk for radiation therapy purposes.
For optimization, we compared 2 surrogate signals (external respiratory bellows and internal MRI navigators) and 2 MR sampling strategies (Cartesian and radial) in terms of image quality and robustness. Using the optimized protocol, 6 pancreatic cancer patients were scanned to calculate the 4D motion. Region of interest analysis was performed to characterize the respiratory-induced motion of the tumor and organs at risk simultaneously.
The MRI navigator was found to be a more reliable surrogate for pancreatic motion than the respiratory bellows signal. Radial sampling is most benign for undersampling artifacts and intraview motion. Motion characterization revealed interorgan and interpatient variation, as well as heterogeneity within the tumor.
A robust 4D-MRI method, based on clinically available protocols, is presented and successfully applied to characterize the abdominal motion in a small number of pancreatic cancer patients.
确定用于回顾性重建四维(4D)MR数据的最佳采样策略,以对肿瘤及放疗危险器官进行非刚性运动特征分析。
为进行优化,我们在图像质量和稳健性方面比较了2种替代信号(外部呼吸波纹管和内部MRI导航器)以及2种MR采样策略(笛卡尔采样和径向采样)。使用优化后的方案,对6例胰腺癌患者进行扫描以计算4D运动。进行感兴趣区分析以同时表征肿瘤和危险器官的呼吸诱导运动。
发现MRI导航器是比呼吸波纹管信号更可靠的胰腺运动替代物。径向采样对欠采样伪影和视图内运动影响最小。运动特征分析揭示了器官间和患者间的差异,以及肿瘤内部的异质性。
提出了一种基于临床可用方案的稳健4D-MRI方法,并成功应用于少数胰腺癌患者腹部运动的特征分析。