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基于多参数图谱(MPM)衍生的合成 T 加权 MRI 的脊髓测量的可靠性。

Reliability of spinal cord measures based on synthetic T-weighted MRI derived from multiparametric mapping (MPM).

机构信息

Spinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Forchstrasse 340, Zurich 8008, Switzerland.

Spinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Forchstrasse 340, Zurich 8008, Switzerland; Department of Neurophysics, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.

出版信息

Neuroimage. 2023 May 1;271:120046. doi: 10.1016/j.neuroimage.2023.120046. Epub 2023 Mar 21.

DOI:10.1016/j.neuroimage.2023.120046
PMID:36948280
Abstract

Short MRI acquisition time, high signal-to-noise ratio, and high reliability are crucial for image quality when scanning healthy volunteers and patients. Cross-sectional cervical cord area (CSA) has been suggested as a marker of neurodegeneration and potential outcome measure in clinical trials and is conventionally measured on T-weigthed 3D Magnetization Prepared Rapid Acquisition Gradient-Echo (MPRAGE) images. This study aims to reduce the acquisition time for the comprehensive assessment of the spinal cord, which is typically based on MPRAGE for morphometry and multi-parameter mapping (MPM) for microstructure. The MPRAGE is replaced by a synthetic T-w MRI (synT-w) estimated from the MPM, in order to measure CSA. SynT-w images were reconstructed using the MPRAGE signal equation based on quantitative maps of proton density (PD), longitudinal (R) and effective transverse (R*) relaxation rates. The reliability of CSA measurements from synT-w images was determined within a multi-center test-retest study format and validated against acquired MPRAGE scans by assessing the agreement between both methods. The response to pathological changes was tested by longitudinally measuring spinal cord atrophy following spinal cord injury (SCI) for synT-w and MPRAGE using linear mixed effect models. CSA measurements based on the synT-w MRI showed high intra-site (Coefficient of variation [CoV]: 1.43% to 2.71%) and inter-site repeatability (CoV: 2.90% to 5.76%), and only a minor deviation of -1.65 mm compared to MPRAGE. Crucially, by assessing atrophy rates and by comparing SCI patients with healthy controls longitudinally, differences between synT-w and MPRAGE were negligible. These results demonstrate that reliable estimates of CSA can be obtained from synT-w images, thereby reducing scan time significantly.

摘要

短的 MRI 采集时间、高信噪比和高可靠性对于扫描健康志愿者和患者的图像质量至关重要。横断面颈髓面积 (CSA) 已被认为是神经退行性变的标志物和临床试验中的潜在结果测量指标,通常在 T 加权 3D 磁化准备快速获取梯度回波 (MPRAGE) 图像上进行测量。本研究旨在减少对脊髓进行全面评估的采集时间,这通常基于 MPRAGE 进行形态测量和多参数映射 (MPM) 进行微观结构测量。MPRAGE 被从 MPM 中估计的合成 T-w MRI(synT-w)取代,以测量 CSA。synT-w 图像是使用基于质子密度 (PD)、纵向 (R) 和有效横向 (R*)弛豫率定量图的 MPRAGE 信号方程重建的。在多中心测试-再测试研究方案中确定了 CSA 测量值的可靠性,并通过评估两种方法之间的一致性来验证 synT-w 扫描与获得的 MPRAGE 扫描的一致性。通过使用线性混合效应模型纵向测量脊髓损伤 (SCI) 后脊髓萎缩,测试了 synT-w 和 MPRAGE 对病理变化的反应。CSA 测量值基于 synT-w MRI,显示出高的内部站点(变异系数 [CV]:1.43%至 2.71%)和站点间可重复性(CV:2.90%至 5.76%),与 MPRAGE 相比仅存在 1.65 毫米的微小偏差。至关重要的是,通过评估萎缩率并纵向比较 SCI 患者与健康对照组,synT-w 和 MPRAGE 之间的差异可以忽略不计。这些结果表明,CSA 的可靠估计值可以从 synT-w 图像中获得,从而大大减少扫描时间。

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