Repeatability quantification of brain diffusion-weighted imaging for future clinical implementation at a low-field MR-linac

被引:0
作者
Rabe, Moritz [1 ]
Dietrich, Olaf [2 ]
Forbrig, Robert [3 ]
Niyazi, Maximilian [1 ,4 ,5 ,6 ,7 ]
Belka, Claus [1 ,4 ,5 ,6 ]
Corradini, Stefanie [1 ]
Landry, Guillaume [1 ]
Kurz, Christopher [1 ]
机构
[1] Ludwig Maximilians Univ Munchen, LMU Univ Hosp, Dept Radiat Oncol, Munich, Germany
[2] Ludwig Maximilians Univ Munchen, LMU Univ Hosp, Dept Radiol, Munich, Germany
[3] Ludwig Maximilians Univ Munchen, LMU Univ Hosp, Inst Neuroradiol, Munich, Germany
[4] German Canc Consortium DKTK, Partner Site Munich, Partnership DKFZ, Munich, Germany
[5] LMU Univ Hosp Munich, Munich, Germany
[6] Bavarian Canc Res Ctr BZKF, Munich, Germany
[7] Univ Tubingen, Dept Radiat Oncol, Tubingen, Germany
关键词
Diffusion-weighted imaging; Apparent diffusion coefficient; MR-linac; Low-field MRI; MR-guided radiotherapy; Functional imaging; Repeatability; Intracranial radiotherapy; COEFFICIENTS; CHALLENGES; BIOMARKERS; SEQUENCE; THERAPY; WATER;
D O I
10.1186/s13014-024-02424-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundLongitudinal 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.MethodsEleven 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.ResultsBoth 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.ConclusionsHigh 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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页数:12
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