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首页> 外文期刊>Frontiers in Computational Neuroscience >fMRI at High Spatial Resolution: Implications for BOLD-Models
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fMRI at High Spatial Resolution: Implications for BOLD-Models

机译:高空间分辨率的功能磁共振成像:对大胆模型的启示

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摘要

As high-resolution functional magnetic resonance imaging (fMRI) and fMRI of cortical layers become more widely used, the question how well high-resolution fMRI signals reflect the underlying neural processing, and how to interpret laminar fMRI data becomes more and more relevant. High-resolution fMRI has shown laminar differences in cerebral blood flow (CBF), volume (CBV), and neurovascular coupling. Features and processes that were previously lumped into a single voxel become spatially distinct at high resolution. These features can be vascular compartments such as veins, arteries, and capillaries, or cortical layers and columns, which can have differences in metabolism. Mesoscopic models of the blood oxygenation level dependent (BOLD) response therefore need to be expanded, for instance, to incorporate laminar differences in the coupling between neural activity, metabolism and the hemodynamic response. Here we discuss biological and methodological factors that affect the modeling and interpretation of high-resolution fMRI data. We also illustrate with examples from neuropharmacology and the negative BOLD response how combining BOLD with CBF- and CBV-based fMRI methods can provide additional information about neurovascular coupling, and can aid modeling and interpretation of high-resolution fMRI.
机译:随着高分辨率功能磁共振成像(fMRI)和皮层fMRI的广泛使用,高分辨率fMRI信号如何很好地反映潜在的神经处理以及如何解释层状fMRI数据的问题变得越来越重要。高分辨率功能磁共振成像显示脑血流(CBF),体积(CBV)和神经血管耦合的层流差异。以前集中到单个体素中的特征和过程在高分辨率下在空间上变得不同。这些特征可能是血管腔,例如静脉,动脉和毛细血管,或皮质层和圆柱,它们在新陈代谢上可能有所不同。因此,需要扩展血液氧合水平依赖性(BOLD)反应的介观模型,例如在神经活动,代谢和血液动力学反应之间的耦合中引入层流差异。在这里,我们讨论了影响高分辨率fMRI数据建模和解释的生物学和方法学因素。我们还通过神经药理学和阴性BOLD反应示例说明BOLD与基于CBF和CBV的fMRI方法结合使用如何提供有关神经血管耦合的更多信息,并有助于高分辨率fMRI的建模和解释。

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