Neuroimaging Research Branch, Intramural Research Program, National Institute on Drug Abuse, NIH, Baltimore, Maryland, USA.
Hum Brain Mapp. 2011 Apr;32(4):592-600. doi: 10.1002/hbm.21046.
Real-time functional magnetic resonance imaging (rtfMRI) has been proposed as a method of providing feedback to develop a participant's ability to control his or her own neuronal activity. However, this BOLD signal is vulnerable to contamination from nonneuronal sources that can also be shaped by the feedback provided. Here we illustrate an artifact found while training participants to control signal from an ROI in the insula. As the artifact was directly behind the eye and the experiment used an echo-planar imaging (EPI) sequence with phase encoding direction that included the orbits and the insula in the same line, we hypothesized that the artifact was due to eye motion. We demonstrate a reduced training effect when eyeball signal is regressed out of the data and reproduce the artifact with block design voluntary eye movement. Further, using independent components analysis on historical data, we find the artifact is common in BOLD data, but typically not task-correlated, even in tasks where one might expect differing amounts of eye movement in the active task blocks. The artifact, thus, does not significantly impact group results in typical fMRI experiments. Finally, we demonstrate this particular artifact can be avoided in rtfMRI experiments by ensuring that the phase encoding direction does not project any eye movement related artifact onto the ROI being used for feedback training. Our findings underscore the importance of taking great care in designing rtfMRI feedback procedures to avoid contamination with nonneuronal sources of BOLD signal alteration.
实时功能磁共振成像(rtfMRI)已被提议作为一种提供反馈的方法,以培养参与者控制自身神经元活动的能力。然而,这种 BOLD 信号容易受到来自非神经元来源的污染,这些污染也可以通过提供的反馈来塑造。在这里,我们在培训参与者控制脑岛 ROI 信号时发现了一种伪影。由于伪影直接在眼睛后面,并且实验使用了包含眼球和脑岛的相同行的相位编码方向的回波平面成像(EPI)序列,我们假设该伪影是由于眼球运动引起的。我们证明了当从数据中回归眼球信号时,训练效果会降低,并通过块设计自愿眼球运动重现了该伪影。此外,我们使用历史数据的独立成分分析发现,即使在主动任务块中可能预期眼球运动会有所不同的任务中,该伪影在 BOLD 数据中也很常见,但通常与任务无关。因此,该伪影不会显著影响典型 fMRI 实验中的组结果。最后,我们通过确保相位编码方向不会将任何与眼球运动相关的伪影投射到用于反馈训练的 ROI 上来避免 rtfMRI 实验中的这种特殊伪影。我们的研究结果强调了在设计 rtfMRI 反馈程序时要格外小心,以避免与 BOLD 信号改变的非神经元来源发生污染。