Jiao Fangyang, Gao Zhongzhan, Shi Kuangyu, Jia Xize, Wu Ping, Jiang Chengfeng, Ge Jingjie, Su Hui, Guan Yihui, Shi Shenxun, Zang Yu-Feng, Zuo Chuantao
Department of Nuclear Medicine, Daping Hospital, Army Medical University, Chongqing, China.
Center for Cognition and Brain Disorders, Institute of Psychological Sciences, Hangzhou Normal University, Hangzhou, China.
Front Neurol. 2019 May 29;10:566. doi: 10.3389/fneur.2019.00566. eCollection 2019.
Both glucose metabolism and resting-state fMRI (RS-fMRI) signal reflect hemodynamic features. The objective of this study was to investigate their relationship in the resting-state in healthy elderly participants ( = 18). For RS-fMRI signal, regional homogeneity (ReHo), amplitude of low frequency fluctuations (ALFF), fractional ALFF (fALFF), and degree of centrality (DC) maps were generated in multiple frequency bands. Glucose uptake was acquired with F-fluorodeoxyglucose positron emission tomography (FDG-PET). Linear correlation of each pair of the FDG-PET and RS-fMRI metrics was explored both in across-voxel way and in across-subject way. We found a significant across-voxel correlation between the FDG-PET and BOLD-fMRI metrics. However, only a small portion of voxels showed significant across-subject correlation between FDG-PET and BOLD-fMRI metrics. All these results were similar across all frequency bands of RS-fMRI data. The current findings indicate that FDG-PET and RS-fMRI metrics share similar spatial pattern (significant across-voxel correlation) but have different underlying physiological importance (non-significant across-subject correlation). Specifically, FDG-PET measures the mean glucose metabolism over tens of minutes, while RS-fMRI measures the dynamic characteristics. The combination of FDG-PET and RS-fMRI provides complementary information to reveal the underlying mechanisms of the brain activity and may enable more comprehensive interpretation of clinical PET-fMRI studies. Future studies would attempt to reduce the artifacts of RS-fMRI and to analyze the dynamic feature of PET signal.
葡萄糖代谢和静息态功能磁共振成像(RS-fMRI)信号均反映血流动力学特征。本研究的目的是调查健康老年参与者( = 18)静息状态下它们之间的关系。对于RS-fMRI信号,在多个频段生成了局部一致性(ReHo)、低频波动幅度(ALFF)、分数ALFF(fALFF)和中心度(DC)图。通过氟脱氧葡萄糖正电子发射断层扫描(FDG-PET)获取葡萄糖摄取情况。以体素方式和受试者间方式探索了每对FDG-PET和RS-fMRI指标的线性相关性。我们发现FDG-PET与血氧水平依赖性功能磁共振成像(BOLD-fMRI)指标之间存在显著的体素相关性。然而,只有一小部分体素在FDG-PET和BOLD-fMRI指标之间显示出显著的受试者间相关性。所有这些结果在RS-fMRI数据的所有频段中都是相似的。当前的研究结果表明,FDG-PET和RS-fMRI指标具有相似的空间模式(显著的体素相关性),但具有不同的潜在生理重要性(不显著的受试者间相关性)。具体而言,FDG-PET测量数十分钟内的平均葡萄糖代谢,而RS-fMRI测量动态特征。FDG-PET和RS-fMRI的结合提供了互补信息,以揭示大脑活动的潜在机制,并可能使临床PET-fMRI研究得到更全面的解释。未来的研究将尝试减少RS-fMRI的伪影,并分析PET信号的动态特征。