Department of Nuclear Medicine, Xuanwu Hospital Capital Medical University, Beijing, 100053, China.
Center for Cognition and Brain Disorders, Affiliated Hospital, Hangzhou Normal University, Hangzhou, 311121, China.
Mol Neurobiol. 2021 Jun;58(6):2862-2873. doi: 10.1007/s12035-021-02305-0. Epub 2021 Feb 1.
F-fluorodeoxyglucose (FDG) positron emission tomography (PET) and functional magnetic resonance imaging (fMRI) estimate brain activities from different aspects, including regional glucose uptake (rGU) by FDG-PET, regional cerebral blood flow (rCBF) by arterial spin labeling, and dynamic changes of deoxyhemoglobin by blood oxygenation level-dependent (BOLD) functional magnetic resonance imaging (fMRI). However, the relationships between them remain incompletely understood. In the current study, twenty-four subjects (14 males, 10 females) were recruited and investigated the correlation among rGU, rCBF, and BOLD fMRI-derived metrics reflecting the neural activity, including amplitude of low-frequency fluctuation (ALFF), regional homogeneity (ReHo), and degree centrality (DC) by hybrid PET/fMRI. Correlation analyses were performed across subject and across space at both voxel level and region level, considering partial volume effects by adjusting for gray matter volume. Each pair of metrics showed significant across-space correlations. rGU against ReHo showed the highest mean correlation coefficients. rGU had higher correlations with three resting-state (RS) fMRI metrics than did ASL-rCBF. However, the across-subject correlations were not significant among functional modalities (rGU, rCBF, and RS-fMRI BOLD data) at either voxel level or region level even with a liberal threshold, except for significant across-subject correlation between RS-fMRI metrics (ALFF, ReHo, and DC). These comprehensive findings from hybrid PET/MR might provide complementary information to reveal the underlying mechanisms of the brain activity and open new perspective to interpret pathologic conditions.
氟代脱氧葡萄糖(FDG)正电子发射断层扫描(PET)和功能磁共振成像(fMRI)从不同方面估计大脑活动,包括 FDG-PET 的局部葡萄糖摄取(rGU)、动脉自旋标记的局部脑血流(rCBF)和血氧水平依赖(BOLD)功能磁共振成像(fMRI)的脱氧血红蛋白的动态变化。然而,它们之间的关系仍不完全清楚。在本研究中,招募了 24 名受试者(14 名男性,10 名女性),通过混合 PET/MR 研究了 rGU、rCBF 与反映神经活动的 BOLD fMRI 衍生指标(包括低频振幅(ALFF)、局部一致性(ReHo)和度中心度(DC))之间的相关性。在体素水平和区域水平上,考虑到部分容积效应,通过调整灰质体积进行了跨受试者和跨空间的相关性分析。每对指标均显示出显著的跨空间相关性。rGU 与 ReHo 之间的相关系数最高。与 ASL-rCBF 相比,rGU 与三个静息态(RS)fMRI 指标的相关性更高。然而,即使在宽松的阈值下,功能模态(rGU、rCBF 和 RS-fMRI BOLD 数据)之间的跨受试者相关性在体素水平或区域水平上均不显著,除了 RS-fMRI 指标(ALFF、ReHo 和 DC)之间存在显著的跨受试者相关性。来自混合 PET/MR 的这些综合发现可能为揭示大脑活动的潜在机制提供补充信息,并为解释病理条件开辟新视角。