Mascali Daniele, DiNuzzo Mauro, Gili Tommaso, Moraschi Marta, Fratini Michela, Maraviglia Bruno, Serra Laura, Bozzali Marco, Giove Federico
Museo Storico della Fisica e Centro Studi e Ricerche Enrico Fermi, Rome, Italy; Dipartimento di Fisica, Sapienza Università di Roma, Rome, Italy.
Fondazione Santa Lucia IRCCS, Rome, Italy.
PLoS One. 2015 Apr 6;10(4):e0120988. doi: 10.1371/journal.pone.0120988. eCollection 2015.
Low frequency fluctuations (LFFs) of the BOLD signal are a major discovery in the study of the resting brain with functional magnetic resonance imaging (fMRI). Two fMRI-based measures, functional connectivity (FC), a measure of signal synchronicity, and the amplitude of LFFs (ALFF), a measure of signal periodicity, have been proved to be sensitive to changes induced by several neurological diseases, including degenerative dementia. In spite of the increasing use of these measures, whether and how they are related to each other remains to be elucidated. In this work we used voxel-wise FC and ALFF computed in different frequency bands (slow-5: 0.01-0.027 Hz; slow-4: 0.027-0.073 Hz; and full-band: 0.01-0.073 Hz), in order to assess their relationship in healthy elderly as well as the relevant changes induced by Alzheimer's Disease (AD) and Mild Cognitive Impairment (MCI). We found that in healthy elderly subjects FC and ALFF are positively correlated in anterior and posterior cingulate cortex (full-band, slow-4 and slow-5), temporal cortex (full-band and slow-5), and in a set of subcortical regions (full-band and slow-4). These correlation patterns between FC and ALFF were absent in either AD or MCI patients. Notably, the loss of correlation between FC and ALFF in the AD group was primarily due to changes in FC rather than in ALFF. Our results indicate that degenerative dementia is characterized by a loss of global connection rather than by a decrease of fluctuation amplitude.
基于血氧水平依赖(BOLD)信号的低频波动(LFFs)是利用功能磁共振成像(fMRI)对静息态脑进行研究时的一项重大发现。基于fMRI的两项测量指标,即功能连接性(FC,一种信号同步性测量指标)和低频波动幅度(ALFF,一种信号周期性测量指标),已被证明对包括退行性痴呆在内的多种神经疾病所引起的变化敏感。尽管这些测量指标的使用日益增加,但它们之间是否相关以及如何相关仍有待阐明。在这项研究中,我们使用了体素水平的FC和在不同频段(慢波5:0.01 - 0.027Hz;慢波4:0.027 - 0.073Hz;全频段:0.01 - 0.073Hz)计算得到的ALFF,以评估它们在健康老年人中的关系,以及阿尔茨海默病(AD)和轻度认知障碍(MCI)所引起的相关变化。我们发现,在健康老年受试者中,FC和ALFF在前扣带回和后扣带回皮质(全频段、慢波4和慢波5)、颞叶皮质(全频段和慢波5)以及一组皮质下区域(全频段和慢波4)呈正相关。在AD或MCI患者中,FC和ALFF之间的这些相关模式均不存在。值得注意的是,AD组中FC和ALFF之间相关性的丧失主要是由于FC的变化而非ALFF的变化。我们的结果表明,退行性痴呆的特征是整体连接性丧失,而非波动幅度降低。