Moraschi Marta, Tommasin Silvia, Maugeri Laura, DiNuzzo Mauro, Cohen-Adad Julien, Masullo Marco, Mangini Fabio, Giovannelli Lorenzo, Mascali Daniele, Gili Tommaso, Pisani Valerio, Nocentini Ugo, Giove Federico, Fratini Michela
Fondazione Santa Lucia IRCCS, Rome, Italy.
Operative Research Unit of Radiation Oncology, Campus Bio-Medico University of Rome, Rome, Italy.
PLoS One. 2025 May 12;20(5):e0320188. doi: 10.1371/journal.pone.0320188. eCollection 2025.
Functional Magnetic Resonance Imaging (fMRI) is based on the Blood Oxygenation Level Dependent contrast and has been exploited for the indirect study of the neuronal activity within both the brain and the spinal cord. However, the interpretation of spinal cord fMRI (scfMRI) is still controversial and its adoption is rather restricted because of technical limitations. Overcoming these limitations would have a beneficial effect for the assessment and follow-up of spinal injuries and neurodegenerative diseases.
This study was aimed at systematically verifying whether sagittal scanning in scfMRI using EPI readout is a viable alternative to the more common axial scanning, and at optimizing a pipeline for EPI-based scfMRI data analysis, based on Spinal Cord Toolbox (SCT).
Forty-five healthy subjects underwent MRI acquisition in a Philips Achieva 3T MRI scanner. T2*-weighted fMRI data were acquired using a GE-EPI sequence along sagittal and axial planes during an isometric motor task. Differences on benchmarks were assessed via paired two-sample t-test at p < 0.05.
We investigated the impact of the acquisition strategy by means of various metrics such as Temporal Signal to Noise Ratio (tSNR), Dice Coefficient to assess geometric distortions, Reproducibility and BOLD signal sensitivity to the stimulus. tSNR was higher in axial than in sagittal scans, as well as reproducibility within the whole cord mask (t = 7.4, p < 0.01) and within the GM mask (t = 4.2, p < 0.01). The other benchmarks, associated with distortion and functional response, showed no difference between images obtained along the axial and sagittal planes.
Quantitative metrics of data quality suggest that axial scanning would be the optimal choice. We conclude that axial acquisition is advantageous specially to mitigate the effects of physiological noise and to minimize inter-subject variance.
功能磁共振成像(fMRI)基于血氧水平依赖对比,已被用于间接研究脑和脊髓内的神经元活动。然而,脊髓功能磁共振成像(scfMRI)的解读仍存在争议,且由于技术限制,其应用相当受限。克服这些限制将对脊髓损伤和神经退行性疾病的评估及随访产生有益影响。
本研究旨在系统验证使用回波平面成像(EPI)读出的scfMRI矢状面扫描是否是更常见的横断面扫描的可行替代方案,并基于脊髓工具箱(SCT)优化基于EPI的scfMRI数据分析流程。
45名健康受试者在飞利浦Achieva 3T磁共振成像扫描仪中进行了磁共振成像采集。在等长运动任务期间,使用梯度回波-EPI序列沿矢状面和横断面采集T2*加权fMRI数据。通过配对双样本t检验在p < 0.05水平评估基准差异。
我们通过各种指标研究了采集策略的影响,如时间信噪比(tSNR)、用于评估几何失真的骰子系数、可重复性以及对刺激的血氧水平依赖(BOLD)信号敏感性。横断面扫描的tSNR高于矢状面扫描,整个脊髓区域(t = 7.4,p < 0.01)和灰质区域(t = 4.2,p < 0.01)内的可重复性也是如此。与失真和功能反应相关的其他基准在横断面和矢状面获得的图像之间没有差异。
数据质量的定量指标表明横断面扫描是最佳选择。我们得出结论,横断面采集特别有利于减轻生理噪声的影响并最小化受试者间差异。