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脉冲序列、分析方法及信噪比对椎间盘测量准确性的影响。

Impact of pulse sequence, analysis method, and signal to noise ratio on the accuracy of intervertebral disc measurement.

作者信息

Meadows Kyle D, Johnson Curtis L, Peloquin John M, Spencer Richard G, Vresilovic Edward J, Elliott Dawn M

机构信息

Biomedical Engineering University of Delaware Newark Delaware USA.

National Institute on Aging, National Institutes of Health Baltimore Maryland USA.

出版信息

JOR Spine. 2020 Jun 26;3(3):e1102. doi: 10.1002/jsp2.1102. eCollection 2020 Sep.

Abstract

Noninvasive assessments of intervertebral disc health and degeneration are critical for addressing disc degeneration and low back pain. Magnetic resonance imaging (MRI) is exceptionally sensitive to tissue with high water content, and measurement of the MR transverse relaxation time, , has been applied as a quantitative, continuous, and objective measure of disc degeneration that is linked to the water and matrix composition of the disc. However, measurement is susceptible to inaccuracies due to Rician noise, contamination, and stimulated echo effects. These error generators can all be controlled for with proper data collection and fitting methods. The objective of this study was to identify sequence parameters to appropriately acquire MR data and to establish curve fitting methods to accurately calculate disc in the presence of noise by correcting for Rician noise. To do so, we compared calculated from the typical monoexponential (MONO) fits and noise corrected exponential (NCEXP) fits. We examined how the selected sequence parameters altered the calculated in silico and in vivo. Typical MONO fits were frequently poor due to Rician noise, and NCEXP fits were more likely to provide accurate calculations. NCEXP is particularly less biased and less uncertain at low SNR. This study showed that the NCEXP using sequences with data from 20 echoes out to echo times of ~300 ms is the best method for calculating of discs. By acquiring signal data out to longer echo times and accounting for Rician noise, the curve fitting is more robust in calculating despite the noise in the data. This is particularly important when considering degenerate discs or AF tissue because the SNR of these regions is lower.

摘要

对椎间盘健康和退变进行无创评估对于解决椎间盘退变和腰痛问题至关重要。磁共振成像(MRI)对高含水量组织异常敏感,测量磁共振横向弛豫时间(T2*)已被用作椎间盘退变的定量、连续且客观的测量指标,该指标与椎间盘的水和基质成分相关。然而,T2测量容易因莱斯噪声、T2污染和受激回波效应而产生误差。通过适当的数据采集和拟合方法,所有这些误差源都可以得到控制。本研究的目的是确定合适的序列参数以获取磁共振数据,并建立曲线拟合方法,通过校正莱斯噪声来准确计算存在噪声情况下的椎间盘T2*。为此,我们比较了从典型单指数(MONO)拟合和噪声校正指数(NCEXP)拟合计算得到的T2*。我们研究了所选序列参数如何在计算机模拟和体内改变计算得到的T2*。由于莱斯噪声,典型的MONO拟合常常不佳,而NCEXP拟合更有可能提供准确的T2计算结果。在低信噪比时,NCEXP的偏差和不确定性尤其更小。本研究表明,使用具有20个回波、回波时间长达约300 ms数据的序列进行NCEXP拟合是计算椎间盘T2的最佳方法。通过采集更长回波时间的信号数据并考虑莱斯噪声,尽管数据存在噪声,但曲线拟合在计算T2*时更加稳健。当考虑退变椎间盘或纤维环组织时,这一点尤为重要,因为这些区域的信噪比更低。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdac/7524248/2a691d56f922/JSP2-3-e1102-g001.jpg

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