1 Center of Mathematics, Computing and Cognition, Universidade Federal do ABC, Santo Andre, Brazil.
2 Department of Psychiatry, Interdisciplinary Lab for Clinical Neurosciences (LiNC), Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, Brazil.
Brain Connect. 2019 Jun;9(5):379-387. doi: 10.1089/brain.2018.0628. Epub 2019 May 1.
The fractional amplitude of low-frequency fluctuations (fALFFs) of the BOLD signal have been successfully applied as exploratory tools in neuroimaging. This metric has been useful in mapping brain functional changes in many clinical populations. However, little is known about the neurophysiological correlates of fALFF. This study aimed at demonstrating that fALFF is related to local network centrality during childhood and adolescence. The establishment of this relationship is fundamental to provide a more meaningful explanation to previous clinical and neurodevelopmental studies based on fALFF. Our findings show a correlation of ∼0.5 between these two metrics at a group level, which is a finding replicated in four large independent samples. However, when considering the across-subject and intra-subject correlations between the two metrics, the correlation is much lower, probably due to the low signal-to-noise ratio. Moreover, we found that regions with high fALFF and degree centrality overlapped modestly, particularly the posterior cingulate/precuneus and lateral parietal cortices.
低频振幅(fALFF)的分数已成功应用于神经影像学中的探索性工具。这一指标在许多临床人群的脑功能变化映射中非常有用。然而,fALFF 的神经生理学相关性知之甚少。本研究旨在证明 fALFF 与儿童和青少年时期的局部网络中心性有关。建立这种关系对于为基于 fALFF 的先前临床和神经发育研究提供更有意义的解释是至关重要的。我们的研究结果表明,在组水平上,这两个指标之间存在约 0.5 的相关性,这一发现在四个大型独立样本中得到了复制。然而,当考虑这两个指标之间的跨被试和内被试相关性时,相关性要低得多,这可能是由于信噪比低。此外,我们发现,具有高 fALFF 和度中心性的区域有适度的重叠,特别是后扣带回/楔前叶和外侧顶叶皮层。