Wu Kaichao, Gollo Leonardo L
Brain Networks and Modelling Laboratory, School of Psychological Sciences, and Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia.
Front Cell Neurosci. 2024 Sep 6;18:1404605. doi: 10.3389/fncel.2024.1404605. eCollection 2024.
Cytoarchitectonic studies have uncovered a correlation between higher levels of cortical hierarchy and reduced dendritic size. This hierarchical organization extends to the brain's timescales, revealing longer intrinsic timescales at higher hierarchical levels. However, estimating the contribution of single-neuron dendritic morphology to the hierarchy of timescales, which is typically characterized at a macroscopic level, remains challenging.
Here we mapped the intrinsic timescales of six functional networks using functional magnetic resonance imaging (fMRI) data, and characterized the influence of neuronal dendritic size on intrinsic timescales of brain regions, utilizing a multicompartmental neuronal modeling approach based on digitally reconstructed neurons.
The fMRI results revealed a hierarchy of intrinsic timescales encompassing both cortical and subcortical brain regions. The neuronal modeling indicated that neurons with larger dendritic structures exhibit shorter intrinsic timescales. Together these findings highlight the contribution of dendrites at the neuronal level to the hierarchy of intrinsic timescales at the whole-brain level.
This study sheds light on the intricate relationship between neuronal structure, cytoarchitectonic maps, and the hierarchy of timescales in the brain.
细胞结构研究揭示了皮质层级水平的提高与树突大小减小之间的相关性。这种层级组织延伸到大脑的时间尺度,在较高层级水平上显示出更长的固有时间尺度。然而,估计单神经元树突形态对通常在宏观水平上表征的时间尺度层级的贡献仍然具有挑战性。
在这里,我们使用功能磁共振成像(fMRI)数据绘制了六个功能网络的固有时间尺度,并利用基于数字重建神经元的多室神经元建模方法,表征了神经元树突大小对脑区固有时间尺度的影响。
fMRI结果揭示了一个包括皮质和皮质下脑区的固有时间尺度层级。神经元建模表明,具有较大树突结构的神经元表现出较短的固有时间尺度。这些发现共同强调了神经元水平的树突对全脑水平固有时间尺度层级的贡献。
本研究揭示了神经元结构、细胞结构图谱和大脑时间尺度层级之间的复杂关系。