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采集与建模参数对编辑后的γ-氨基丁酸(GABA)重测信度的影响

Impact of acquisition and modeling parameters on test-retest reproducibility of edited GABA.

作者信息

Hupfeld Kathleen E, Zöllner Helge J, Hui Steve C N, Song Yulu, Murali-Manohar Saipavitra, Yedavalli Vivek, Oeltzschner Georg, Prisciandaro James J, Edden Richard A E

出版信息

bioRxiv. 2023 Jan 21:2023.01.20.524952. doi: 10.1101/2023.01.20.524952.

Abstract

Literature values for within-subject test-retest reproducibility of gamma-aminobutyric acid (GABA), measured with edited magnetic resonance spectroscopy (MRS), vary widely. Reasons for this variation remain unclear. Here we tested whether sequence complexity (two-experiment MEGA-PRESS versus four-experiment HERMES), editing pulse duration (14 versus 20 ms), scanner frequency drift (interleaved water referencing (IWR) turned ON versus OFF), and linear combination modeling variations (three different co-edited macromolecule models and 0.55 versus 0.4 ppm spline baseline knot spacing) affected the within-subject coefficient of variation of GABA + macromolecules (GABA+). We collected edited MRS data from the dorsal anterior cingulate cortex from 20 participants (30.8 ± 9.5 years; 10 males). Test and retest scans were separated by removing the participant from the scanner for 5-10 minutes. Each acquisition consisted of two MEGA-PRESS and two HERMES sequences with editing pulse durations of 14 and 20 ms (referred to here as: MEGA-14, MEGA-20, HERMES-14, and HERMES-20; all TE = 80 ms, 224 averages). Reproducibility did not consistently differ for MEGA-PRESS compared with HERMES or for 14 compared with 20 ms editing pulses. A composite model of the 0.9 and 3 ppm macromolecules (particularly for HERMES) and sparser (0.55 compared with 0.4 ppm) spline baseline knot spacing yielded generally better test-retest reproducibility for GABA+. Replicating our prior results, linear combination modeling in Osprey compared with simple peak fitting in Gannet resulted in substantially better test-retest reproducibility. These results highlight the importance of model selection for edited MRS studies of GABA+, particularly for clinical studies which focus on individual patient differences in GABA+ or changes following an intervention.

摘要

采用编辑磁共振波谱(MRS)测量的γ-氨基丁酸(GABA)受试者内重测再现性的文献值差异很大。这种差异的原因尚不清楚。在此,我们测试了序列复杂性(双实验MEGA-PRESS与四实验HERMES)、编辑脉冲持续时间(14与20毫秒)、扫描仪频率漂移(交错水参考(IWR)开启与关闭)以及线性组合建模变化(三种不同的共编辑大分子模型以及0.55与0.4 ppm样条基线节点间距)是否会影响GABA + 大分子(GABA+)的受试者内变异系数。我们收集了20名参与者(30.8±9.5岁;10名男性)背侧前扣带回皮质的编辑MRS数据。测试和重测扫描之间通过让参与者离开扫描仪5 - 10分钟来分开。每次采集包括两个MEGA-PRESS序列和两个HERMES序列,编辑脉冲持续时间分别为14和20毫秒(在此称为:MEGA-14、MEGA-20、HERMES-14和HERMES-20;所有TE = 80毫秒,224次平均)。与HERMES相比,MEGA-PRESS的再现性以及14毫秒与20毫秒编辑脉冲的再现性并没有始终存在差异。0.9和3 ppm大分子的复合模型(特别是对于HERMES)以及更稀疏(0.55与0.4 ppm相比)的样条基线节点间距通常会使GABA+具有更好的重测再现性。重复我们之前的结果,与Gannet中的简单峰拟合相比,Osprey中的线性组合建模产生了明显更好的重测再现性。这些结果突出了模型选择对于GABA+编辑MRS研究的重要性,特别是对于关注GABA+个体患者差异或干预后变化的临床研究。

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