脑弥散加权成像的可重复性量化,以便未来在低场磁共振成像仪上进行临床应用

IF 3.3 2区 医学 Q2 ONCOLOGY Radiation Oncology Pub Date : 2024-03-06 DOI:10.1186/s13014-024-02424-7
Moritz Rabe, Olaf Dietrich, Robert Forbrig, Maximilian Niyazi, Claus Belka, Stefanie Corradini, Guillaume Landry, Christopher Kurz
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引用次数: 0

摘要

在磁共振成像引导的直线加速器(MR-linacs)上进行颅内放疗期间,对弥散加权成像(DWI)得出的表观弥散系数(ADC)进行纵向评估,可以通过跟踪肿瘤弥散性的变化来进行早期反应评估。然而,目前在低场磁共振直线加速器的临床实践中还没有 DWI 脉冲序列。量化 ADC 测量的体内可重复性是临床应用 DWI 序列的关键一步,但目前还没有关于低场 MRlinacs 的报道。本研究评估了 0.35 T MR-linac 的模型和体内 ADC 测量的可重复性。在 0.35 T 磁共振成像仪上对 11 名志愿者和一个弥散模型进行了成像。研究了两种回声平面成像 DWI 序列变体,强调高空间分辨率("highRes")和信噪比("highSNR")。为了评估模型和志愿者大脑的可重复性,进行了中间外部扫描仪中断的测试-重测研究。模型瓶、脑脊液(CSF)和四个脑组织区域内的平均 ADC 与文献值进行了比较。计算了弥散模型扫描前后平均 ADC 的绝对相对差异,并确定了志愿者每个兴趣区 (ROI) 的重复性系数 (RC) 和相对 RC (relRC) 以及 95% 的置信区间。两种 DWI 序列变体均表现出较高的可重复性,在扩散模型中,水、二甲基亚砜和聚乙二醇的绝对相对偏差均低于 1%。相对相对偏差分别为 7% [5%, 12%](CSF;高分辨率)、12% [9%, 22%](CSF;高分辨率)、9% [8%, 12%](脑组织 ROIs;高分辨率)和 6% [5%, 7%](脑组织 ROIs;高分辨率)。高SNR变体测得的ADC值与志愿者的文献值一致,而扩散模型测得的平均值较小。相反,与文献值相比,高分辨率变体低估了 ADC,这表明存在系统性偏差。在低场磁共振成像仪上测量了弥散模型和志愿者大脑中 ADC 测量的高重复性。高 SNR 变体在准确性和可重复性方面都优于高 Res 变体,但代价是体素体积增加了约一倍。观察到的体内高重复性证实了在低场磁共振成像仪上进行的 DWI 对早期治疗反应评估的潜在作用。
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Repeatability quantification of brain diffusion-weighted imaging for future clinical implementation at a low-field MR-linac
Longitudinal assessments of apparent diffusion coefficients (ADCs) derived from diffusion-weighted imaging (DWI) during intracranial radiotherapy at magnetic resonance imaging-guided linear accelerators (MR-linacs) could enable early response assessment by tracking tumor diffusivity changes. However, DWI pulse sequences are currently unavailable in clinical practice at low-field MR-linacs. Quantifying the in vivo repeatability of ADC measurements is a crucial step towards clinical implementation of DWI sequences but has not yet been reported on for low-field MR-linacs. This study assessed ADC measurement repeatability in a phantom and in vivo at a 0.35 T MR-linac. Eleven volunteers and a diffusion phantom were imaged on a 0.35 T MR-linac. Two echo-planar imaging DWI sequence variants, emphasizing high spatial resolution (“highRes”) and signal-to-noise ratio (“highSNR”), were investigated. A test–retest study with an intermediate outside-scanner-break was performed to assess repeatability in the phantom and volunteers’ brains. Mean ADCs within phantom vials, cerebrospinal fluid (CSF), and four brain tissue regions were compared to literature values. Absolute relative differences of mean ADCs in pre- and post-break scans were calculated for the diffusion phantom, and repeatability coefficients (RC) and relative RC (relRC) with 95% confidence intervals were determined for each region-of-interest (ROI) in volunteers. Both DWI sequence variants demonstrated high repeatability, with absolute relative deviations below 1% for water, dimethyl sulfoxide, and polyethylene glycol in the diffusion phantom. RelRCs were 7% [5%, 12%] (CSF; highRes), 12% [9%, 22%] (CSF; highSNR), 9% [8%, 12%] (brain tissue ROIs; highRes), and 6% [5%, 7%] (brain tissue ROIs; highSNR), respectively. ADCs measured with the highSNR variant were consistent with literature values for volunteers, while smaller mean values were measured for the diffusion phantom. Conversely, the highRes variant underestimated ADCs compared to literature values, indicating systematic deviations. High repeatability of ADC measurements in a diffusion phantom and volunteers’ brains were measured at a low-field MR-linac. The highSNR variant outperformed the highRes variant in accuracy and repeatability, at the expense of an approximately doubled voxel volume. The observed high in vivo repeatability confirms the potential utility of DWI at low-field MR-linacs for early treatment response assessment.
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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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