Miao Xin, Su Pan, Ohliger Michael A, Yang Yang, Pang Jianing, Hotca Alexandra E, Hope Thomas A, Hong Cheng William, Bergsland Emily K, Feng Mary, Scholey Jessica E
Department of Radiology, Children's Hospital Los Angeles, Los Angeles, California, USA.
Siemens Medical Solutions USA Inc., Malvern, Pennsylvania, USA.
Med Phys. 2025 Aug;52(8):e18069. doi: 10.1002/mp.18069.
Low-field MRI provides superior soft-tissue contrast compared to CT while costing significantly less than high-field MRI, which makes it a more accessible option for MRI-guided radiation therapy planning. Four-dimensional MRI (4D-MRI) is a technique that has been increasingly adopted clinically for internal target volume (ITV) delineation in free-breathing liver radiotherapy planning, and it requires high spatial resolution and accurate respiratory phase differentiation to enable precise dose planning. The feasibility of 4D-MRI at low-field strength, specifically at 0.55T, has not been evaluated.
This study aims to investigate the feasibility of 4D-MRI for ITV delineation in liver radiation therapy planning using a commercial 0.55T MRI scanner.
A 3D stack-of-stars T1-weighted sequence was implemented with two respiratory self-navigation methods: (1) k-space center point tracking ("k-center") and (2) superior-inferior one-dimensional projection-based tracking ("SI-projection"). These methods were evaluated using ten phantom scans simulating diverse respiratory motion patterns and five liver tumor patient scans.
Both self-navigation approaches demonstrated strong correlation between the extracted self-gating signals (SGS) and ground-truth motion traces across four breathing patterns: sinusoidal waveform, typical respiration, drifting motion, and irregular breathing. For sinusoidal motion, measured ITV deviations were within 1.1% of the true ITV for both methods. In non-sinusoidal cases, ITV deviations remained within 2% except for two drifting motion cases where k-center SGS based reconstructions showed deviations of 6.0% and 2.4%. In liver tumor patient scans, both self-navigation techniques produced images with sufficient tumor delineation for treatment planning, with SI-projection SGS-based reconstructions yielding sharper images than k-center SGS-based reconstructions. ITV volumes contoured by two radiation oncologists showed strong and comparable inter-observer agreement across both techniques.
This study demonstrates that 4D-MRI at 0.55T is feasible and provides adequate image quality for ITV delineation. Self-navigation techniques play an important role in improving the sharpness of tumor boundaries, with SI-projection based self-navigation offering superior performance in cases of irregular respiratory motion.
与CT相比,低场MRI能提供更优的软组织对比度,且成本远低于高场MRI,这使其成为MRI引导放射治疗计划更易获得的选择。四维MRI(4D-MRI)是一种在自由呼吸肝脏放射治疗计划中用于勾画内部靶区(ITV)的技术,临床上越来越多地被采用,它需要高空间分辨率和准确的呼吸相位区分以实现精确的剂量规划。低场强,特别是0.55T的4D-MRI的可行性尚未得到评估。
本研究旨在探讨使用商用0.55T MRI扫描仪进行4D-MRI在肝脏放射治疗计划中勾画ITV的可行性。
采用三维星状堆叠T1加权序列和两种呼吸自导航方法:(1)k空间中心点跟踪(“k中心”)和(2)基于上下一维投影的跟踪(“SI投影”)。使用十次模拟不同呼吸运动模式的体模扫描和五次肝脏肿瘤患者扫描对这些方法进行评估。
两种自导航方法在四种呼吸模式(正弦波形、典型呼吸、漂移运动和不规则呼吸)下提取的自门控信号(SGS)与真实运动轨迹之间均显示出强相关性。对于正弦运动,两种方法测量的ITV偏差均在真实ITV的1.1%以内。在非正弦情况下,除了两个漂移运动病例外,ITV偏差均保持在2%以内,在这两个病例中,基于k中心SGS的重建显示偏差分别为6.0%和2.4%。在肝脏肿瘤患者扫描中,两种自导航技术均产生了用于治疗计划的具有足够肿瘤勾画的图像,基于SI投影SGS的重建产生的图像比基于k中心SGS的重建更清晰。两位放射肿瘤学家勾勒的ITV体积在两种技术上均显示出强烈且可比的观察者间一致性。
本研究表明,0.55T的4D-MRI是可行的,并且为ITV勾画提供了足够的图像质量。自导航技术在改善肿瘤边界清晰度方面发挥着重要作用,基于SI投影的自导航在不规则呼吸运动情况下表现更优。