Sihn Duho, Kim Junsuk, Kim Myung Joon, Kim Sung-Phil
Department of Biomedical Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, Republic of Korea.
School of Information Convergence, Kwangwoon University, Seoul 01897, Republic of Korea.
Neuroscience. 2025 Jan 9;564:52-59. doi: 10.1016/j.neuroscience.2024.11.041. Epub 2024 Nov 17.
The temporal order of propagation in the blood-oxygen-level-dependent (BOLD) infra-slow activity (ISA, 0.01-0.1 Hz) of functional magnetic resonance imaging (fMRI) can indicate the functional organization of the brain. While prior studies have revealed the temporal order of propagation of BOLD ISA during rest, how it emerges during cognitive tasks remains unclear. Furthermore, its differences between the gray and white matters at the whole-brain scale are unexplored. In this study, we probed the propagation of BOLD ISA using a publicly available fMRI dataset from participants performing visual detection and discrimination tasks (N = 46, 29 females). We examined the temporal order of propagation based on ISA oscillatory phase differences among brain parcels. During visual task performance, ISA in both the gray and white matters propagated in a direction from the visual cortex to the association cortex, including the default mode network (DMN). This result differs from the previously reported propagation direction during rest that traveled from the visual and somatosensory cortices to the DMN, suggesting that the functional organization may change when performing cognitive tasks. In addition, the propagation in the white matter represented more complex patterns than that in the gray matter, exhibiting that the cingulum preceded DMN. Our results may help the understanding of how task performance alters the sensory-DMN propagation according of ISA.
功能磁共振成像(fMRI)中血氧水平依赖(BOLD)超慢活动(ISA,0.01 - 0.1赫兹)的传播时间顺序可以表明大脑的功能组织。虽然先前的研究已经揭示了静息状态下BOLD ISA的传播时间顺序,但在认知任务期间它是如何出现的仍不清楚。此外,在全脑尺度上灰质和白质之间的差异尚未得到探索。在这项研究中,我们使用来自执行视觉检测和辨别任务的参与者的公开可用fMRI数据集(N = 46,29名女性)来探究BOLD ISA的传播。我们基于脑区包块之间的ISA振荡相位差来检查传播的时间顺序。在视觉任务执行期间,灰质和白质中的ISA均从视觉皮层向联合皮层传播,包括默认模式网络(DMN)。这一结果与先前报道的静息状态下从视觉和体感皮层向DMN传播的方向不同,表明在执行认知任务时功能组织可能会发生变化。此外,白质中的传播模式比灰质中的更复杂,表现为扣带束先于DMN。我们的结果可能有助于理解任务执行如何根据ISA改变感觉 - DMN传播。