The Clinical Hospital of Chengdu Brain Science Institute, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, PR China.
MOE Key Lab for Neuroinformation, High-Field Magnetic Resonance Brain Imaging Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chengdu 611731, PR China.
Cereb Cortex. 2023 Jul 24;33(15):9291-9302. doi: 10.1093/cercor/bhad201.
White matter (WM) makes up half of the human brain. Compelling functional MRI evidence indicates that white matter exhibits neural activation and synchronization via a hemodynamic window. However, the neurometabolic underpinnings of white matter temporal synchronization and spatial topology remain unknown. By leveraging concurrent [18F]FDG-fPET and blood-oxygenation-level-dependent-fMRI, we demonstrated the temporal and spatial correspondences between blood oxygenation and glucose metabolism in the human brain white matter. In the temporal scale, we found that blood-oxygenation-level-dependent signals shared mutual information with FDG signals in the default-mode, visual, and sensorimotor-auditory networks. For spatial distribution, the blood-oxygenation-level-dependent functional networks in white matter were accompanied by substantial correspondence of FDG functional connectivity at different topological scales, including degree centrality and global gradients. Furthermore, the content of blood-oxygenation-level-dependent fluctuations in the white matter default-mode network was aligned and liberal with the FDG graph, suggesting the freedom of default-mode network neuro-dynamics, but the constraint by metabolic dynamics. Moreover, the dissociation of the functional gradient between blood-oxygenation-level-dependent and FDG connectivity specific to the white matter default-mode network revealed functional heterogeneities. Together, the results showed that brain energy metabolism was closely coupled with blood oxygenation in white matter. Comprehensive and complementary information from fMRI and fPET might therefore help decode brain white matter functions.
脑白质占人类大脑的一半。强有力的功能磁共振成像证据表明,脑白质通过血液动力学窗口表现出神经激活和同步。然而,脑白质时间同步和空间拓扑的神经代谢基础仍然未知。通过利用并发的[18F]FDG-fPET 和血氧水平依赖 fMRI,我们展示了人脑白质中血氧和葡萄糖代谢之间的时间和空间对应关系。在时间尺度上,我们发现血氧水平依赖信号与默认模式、视觉和感觉运动听觉网络中的 FDG 信号共享互信息。对于空间分布,白质中的血氧水平依赖功能网络伴随着 FDG 功能连接在不同拓扑尺度上的大量对应关系,包括度中心性和全局梯度。此外,白质默认模式网络中血氧水平依赖波动的内容与 FDG 图谱一致且自由,这表明默认模式网络神经动力学的自由度,但受到代谢动力学的限制。此外,白质默认模式网络中血氧水平依赖和 FDG 连接之间功能梯度的分离揭示了功能异质性。总之,结果表明脑能量代谢与白质中的血氧密切相关。来自 fMRI 和 fPET 的全面和互补信息可能有助于解码脑白质功能。