Xu Nan, Smith Derek M, Jeno George, Seeburger Dolly T, Schumacher Eric H, Keilholz Shella D
Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States.
School of Psychology, Georgia Institute of Technology, Atlanta, GA, United States.
Imaging Neurosci (Camb). 2023;1:1-19. doi: 10.1162/imag_a_00002. Epub 2023 Aug 10.
One prominent feature of the infraslow BOLD signal during rest or task is quasi-periodic spatiotemporal pattern (QPP) of signal changes that involves an alternation of activity in key functional networks and propagation of activity across brain areas, and that is known to tie to the infraslow neural activity involved in attention and arousal fluctuations. This ongoing whole-brain pattern of activity might potentially modify the response to incoming stimuli or be modified itself by the induced neural activity. To investigate this, we presented checkerboard sequences flashing at 6Hz to subjects. This is a salient visual stimulus that is known to produce a strong response in visual processing regions. Two different visual stimulation sequences were employed, a systematic stimulation sequence in which the visual stimulus appeared every 20.3 secs and a random stimulation sequence in which the visual stimulus occurred randomly every 14~62.3 secs. Three central observations emerged. First, the two different stimulation conditions affect the QPP waveform in different aspects, i.e., systematic stimulation has greater effects on its phase and random stimulation has greater effects on its magnitude. Second, the QPP was more frequent in the systematic condition with significantly shorter intervals between consecutive QPPs compared to the random condition. Third, the BOLD signal response to the visual stimulus across both conditions was swamped by the QPP at the stimulus onset. These results provide novel insights into the relationship between intrinsic patterns and stimulated brain activity.
静息或任务期间低频带血氧水平依赖(BOLD)信号的一个显著特征是信号变化的准周期时空模式(QPP),它涉及关键功能网络活动的交替以及活动在脑区之间的传播,并且已知与注意力和觉醒波动中涉及的低频神经活动相关。这种持续的全脑活动模式可能会潜在地改变对传入刺激的反应,或者被诱发的神经活动所改变。为了对此进行研究,我们向受试者呈现以6Hz闪烁的棋盘格序列。这是一种显著的视觉刺激,已知会在视觉处理区域产生强烈反应。采用了两种不同的视觉刺激序列,一种是系统刺激序列,其中视觉刺激每20.3秒出现一次;另一种是随机刺激序列,其中视觉刺激每14至62.3秒随机出现一次。出现了三个主要观察结果。首先,两种不同的刺激条件在不同方面影响QPP波形,即系统刺激对其相位影响更大,随机刺激对其幅度影响更大。其次,与随机条件相比,在系统条件下QPP更频繁,连续QPP之间的间隔明显更短。第三,在两种条件下,视觉刺激开始时的BOLD信号反应都被QPP掩盖。这些结果为内在模式与受刺激脑活动之间的关系提供了新的见解。