Liao Yen-Peng, Xiao Haonan, Wang Peilin, Li Tian, Aguilera Todd A, Visak Justin D, Godley Andrew R, Zhang You, Cai Jing, Deng Jie
Department of Radiation Oncology, UT Southwestern Medical Center, Dallas, Texas.
Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China.
Adv Radiat Oncol. 2025 Mar 29;10(6):101774. doi: 10.1016/j.adro.2025.101774. eCollection 2025 Jun.
Accurate internal target volume (ITV) estimation is essential for effective and safe radiation therapy in liver cancer. This study evaluates the clinical value of an ultraquality 4-dimensional magnetic resonance imaging (UQ 4D-MRI) technique for ITV estimation.
The UQ 4D-MRI technique maps motion information from a low spatial resolution dynamic volumetric MRI onto a high-resolution 3-dimensional MRI used for radiation treatment planning. It was validated using a motion phantom and data from 13 patients with liver cancer. ITV generated from UQ 4D-MRI (ITV) was compared with those obtained through isotropic expansions (ITV and ITV) and those measured using conventional 4D-computed tomography (computed tomography-based ITV, ITV) for each patient.
Phantom studies showed a displacement measurement difference of <5% between UQ 4D-MRI and single-slice 2-dimensional cine MRI. In patient studies, the maximum superior-inferior displacements of the tumor on UQ 4D-MRI showed no significant difference compared with single-slice 2-dimensional cine imaging ( = .985). Computed tomography-based ITV showed no significant difference ( = .72) with ITV, whereas ITV and ITV significantly overestimated the volume by 29.0% ( = .002) and 120.7% ( < .001) compared with ITV, respectively.
UQ 4D-MRI enables accurate motion assessment for liver tumors, facilitating precise ITV delineation for radiation treatment planning. Despite uncertainties from artificial intelligence-based delineation and variations in patients' respiratory patterns, UQ 4D-MRI excels at capturing tumor motion trajectories, potentially improving treatment planning accuracy and reducing margins in liver cancer radiation therapy.
准确的内部靶区(ITV)估计对于肝癌的有效和安全放射治疗至关重要。本研究评估超高质量四维磁共振成像(UQ 4D-MRI)技术在ITV估计中的临床价值。
UQ 4D-MRI技术将来自低空间分辨率动态容积MRI的运动信息映射到用于放射治疗计划的高分辨率三维MRI上。使用运动体模和13例肝癌患者的数据对其进行验证。将UQ 4D-MRI生成的ITV(ITV)与通过各向同性扩展获得的ITV(ITV和ITV)以及使用传统四维计算机断层扫描测量的ITV(基于计算机断层扫描的ITV,ITV)进行比较。
体模研究显示,UQ 4D-MRI与单层二维电影MRI之间的位移测量差异<5%。在患者研究中,UQ 4D-MRI上肿瘤的最大上下位移与单层二维电影成像相比无显著差异( = 0.985)。基于计算机断层扫描的ITV与ITV无显著差异( = 0.72),而ITV和ITV与ITV相比,体积分别显著高估29.0%( = 0.002)和120.7%( < 0.001)。
UQ 4D-MRI能够对肝脏肿瘤进行准确的运动评估,有助于为放射治疗计划精确勾勒ITV。尽管基于人工智能的勾勒存在不确定性以及患者呼吸模式存在差异,但UQ 4D-MRI在捕捉肿瘤运动轨迹方面表现出色,可能提高肝癌放射治疗的计划准确性并减少边界。