Department of Biomedical Engineering, Emory University/Georgia Institute of Technology, Atlanta, Georgia 30322, USA.
Brain Connect. 2011;1(2):119-31. doi: 10.1089/brain.2011.0014.
Resting-state functional magnetic resonance imaging (fMRI) is widely used for exploring spontaneous brain activity and large-scale networks; however, the neural processes underlying the observed resting-state fMRI signals are not fully understood. To investigate the neural correlates of spontaneous low-frequency fMRI fluctuations and functional connectivity, we developed a rat model of simultaneous fMRI and multiple-site intracortical neural recordings. This allowed a direct comparison to be made between the spontaneous signals and interhemispheric connectivity measured with the two modalities. Results show that low-frequency blood oxygen level-dependent (BOLD) fluctuations (<0.1 Hz) correlate significantly with slow power modulations (<0.1 Hz) of local field potentials (LFPs) in a broad frequency range (1-100 Hz) under isoflurane anesthesia (1%-1.8%). Peak correlation occurred between neural and hemodynamic activity when the BOLD signal was delayed by ~4 sec relative to the LFP signal. The spatial location and extent of correlation was highly reproducible across studies, with the maximum correlation localized to a small area surrounding the site of microelectrode recording and to the homologous area in the contralateral hemisphere for most rats. Interhemispheric connectivity was calculated using BOLD correlation and band-limited LFP (1-4, 4-8, 8-14, 14-25, 25-40, and 40-100 Hz) coherence. Significant coherence was observed for the slow power changes of all LFP frequency bands as well as in the low-frequency BOLD data. A preliminary investigation of the effect of anesthesia on interhemispheric connectivity indicates that coherence in the high-frequency LFP bands declines with increasing doses of isoflurane, whereas coherence in the low-frequency LFP bands and the BOLD signal increases. These findings suggest that resting-state fMRI signals might be a reflection of broadband LFP power modulation, at least in isoflurane-anesthetized rats.
静息态功能磁共振成像(fMRI)广泛用于探索自发脑活动和大规模网络;然而,观察到的静息态 fMRI 信号背后的神经过程尚未完全理解。为了研究自发低频 fMRI 波动和功能连接的神经相关性,我们开发了一种同时进行 fMRI 和多部位皮质内神经记录的大鼠模型。这使得可以直接比较两种模态测量的自发信号和半球间连接。结果表明,低频血氧水平依赖(BOLD)波动(<0.1 Hz)与异氟醚麻醉下(1%-1.8%)局部场电位(LFPs)的慢功率调制(<0.1 Hz)在广泛的频率范围内(1-100 Hz)显著相关。当 BOLD 信号相对于 LFP 信号延迟约 4 秒时,神经和血液动力学活动的峰值相关性最强。在大多数大鼠中,相关性的空间位置和程度在研究之间具有高度可重复性,最大相关性定位于微电极记录部位及其对侧半球同源区域周围的小区域。使用 BOLD 相关性和带限 LFP(1-4、4-8、8-14、14-25、25-40 和 40-100 Hz)相干性计算半球间连接。观察到所有 LFP 频带的慢功率变化以及低频 BOLD 数据的显著相干性。对麻醉对半球间连接影响的初步研究表明,随着异氟醚剂量的增加,高频 LFP 频带的相干性下降,而低频 LFP 频带和 BOLD 信号的相干性增加。这些发现表明,静息态 fMRI 信号可能反映宽带 LFP 功率调制,至少在异氟醚麻醉的大鼠中是这样。