Witt Suzanne T, Warntjes Marcel, Engström Maria
Center for Medical Image Science and Visualization, Linköping University Linköping, Sweden.
Center for Medical Image Science and Visualization, Linköping UniversityLinköping, Sweden; Division of Cardiovascular Medicine, Department of Medical and Health Sciences, Linköping UniversityLinköping, Sweden.
Front Neurosci. 2016 Nov 23;10:544. doi: 10.3389/fnins.2016.00544. eCollection 2016.
There is growing evidence as to the benefits of collecting BOLD fMRI data with increased sampling rates. However, many of the newly developed acquisition techniques developed to collect BOLD data with ultra-short TRs require hardware, software, and non-standard analytic pipelines that may not be accessible to all researchers. We propose to incorporate the method of shifted echo into a standard multi-slice, gradient echo EPI sequence to achieve a higher sampling rate with a TR of <1 s with acceptable spatial resolution. We further propose to incorporate temporal averaging of consecutively acquired EPI volumes to both ameliorate the reduced temporal signal-to-noise inherent in ultra-fast EPI sequences and reduce the data burden. BOLD data were collected from 11 healthy subjects performing a simple, event-related visual-motor task with four different EPI sequences: (1) reference EPI sequence with TR = 1440 ms, (2) shifted echo EPI sequence with TR = 700 ms, (3) shifted echo EPI sequence with every two consecutively acquired EPI volumes averaged and effective TR = 1400 ms, and (4) shifted echo EPI sequence with every four consecutively acquired EPI volumes averaged and effective TR = 2800 ms. Both the temporally averaged sequences exhibited increased temporal signal-to-noise over the shifted echo EPI sequence. The shifted echo sequence with every two EPI volumes averaged also had significantly increased BOLD signal change compared with the other three sequences, while the shifted echo sequence with every four EPI volumes averaged had significantly decreased BOLD signal change compared with the other three sequences. The results indicated that incorporating the method of shifted echo into a standard multi-slice EPI sequence is a viable method for achieving increased sampling rate for collecting event-related BOLD data. Further, consecutively averaging every two consecutively acquired EPI volumes significantly increased the measured BOLD signal change and the subsequently calculated activation map statistics.
越来越多的证据表明,以更高的采样率采集血氧水平依赖性功能磁共振成像(BOLD fMRI)数据具有诸多益处。然而,许多为以超短重复时间(TR)采集BOLD数据而新开发的采集技术需要硬件、软件以及非标准的分析流程,并非所有研究人员都能使用。我们建议将移位回波方法纳入标准的多层梯度回波平面回波成像(EPI)序列,以在TR小于1秒的情况下实现更高的采样率,并保持可接受的空间分辨率。我们还建议对连续采集的EPI容积进行时间平均,以改善超快速EPI序列中固有的时间信噪比降低问题,并减轻数据负担。我们使用四种不同的EPI序列,从11名健康受试者执行简单的事件相关视觉运动任务中采集BOLD数据:(1)TR = 1440毫秒的参考EPI序列,(2)TR = 700毫秒的移位回波EPI序列,(3)每两个连续采集的EPI容积进行平均且有效TR = 1400毫秒的移位回波EPI序列,以及(4)每四个连续采集的EPI容积进行平均且有效TR = 2800毫秒的移位回波EPI序列。与移位回波EPI序列相比,两种时间平均序列的时间信噪比均有所提高。每两个EPI容积进行平均的移位回波序列与其他三个序列相比,BOLD信号变化也显著增加,而每四个EPI容积进行平均的移位回波序列与其他三个序列相比,BOLD信号变化显著降低。结果表明,将移位回波方法纳入标准的多层EPI序列是一种可行的方法,可提高采集事件相关BOLD数据的采样率。此外,每两个连续采集的EPI容积进行连续平均可显著增加测得的BOLD信号变化以及随后计算的激活图统计量。