School of Engineering, University of Tokyo, 113-0033 Tokyo, Japan; Max Planck Institute for Biological Cybernetics, 72076 Tübingen, Germany; RIKEN Brain Science Institute, Wako, 351-0198 Saitama, Japan.
Curr Biol. 2013 Nov 4;23(21):2146-50. doi: 10.1016/j.cub.2013.08.057. Epub 2013 Oct 17.
fMRI, one of the most important noninvasive brain imaging methods, relies on the blood oxygen level-dependent (BOLD) signal, whose precise underpinnings are still not fully understood. It is a widespread assumption that the components of the hemodynamic response function (HRF) are fixed relative to each other in time, leading most studies as well as analysis tools to focus on trial-averaged responses, thus using or estimating a condition- or location-specific "canonical HRF". In the current study, we examined the nature of the variability of the BOLD response and asked in particular whether the positive BOLD peak is subject to trial-to-trial temporal jitter. Our results show that the positive peak of the stimulus-evoked BOLD signal exhibits a trial-to-trial temporal jitter on the order of seconds. Moreover, the trial-to-trial variability can be exploited to uncover the initial dip in the majority of voxels by pooling trial responses with large peak latencies. Initial dips exposed by this procedure possess higher spatial resolution compared to the positive BOLD signal in the human visual cortex. These findings allow for the reliable observation of fMRI signals that are physiologically closer to neural activity, leading to improvements in both temporal and spatial resolution.
功能磁共振成像(fMRI)是最重要的无创脑成像方法之一,它依赖于血氧水平依赖(BOLD)信号,但其确切的基础仍不完全清楚。人们普遍认为,血流动力学响应函数(HRF)的组成部分在时间上是相对固定的,这导致大多数研究和分析工具都集中在平均反应上,从而使用或估计特定条件或特定位置的“标准 HRF”。在当前的研究中,我们研究了 BOLD 反应的可变性的本质,并特别询问了正 BOLD 峰值是否受到试验到试验的时间抖动的影响。我们的结果表明,刺激诱发的 BOLD 信号的正峰在秒级的时间上存在试验到试验的时间抖动。此外,通过对具有较大峰值潜伏期的试验反应进行池化,可以利用试验到试验的可变性来揭示大多数体素中的初始下降。与人类视觉皮层中的正 BOLD 信号相比,通过此过程揭示的初始下降具有更高的空间分辨率。这些发现允许可靠地观察与神经活动更接近的 fMRI 信号,从而提高时间和空间分辨率。