Fox Rachel, Santana-Gomez Cesar, Shamas Mohamad, Pavade Aarja, Staba Richard, Harris Neil G
bioRxiv. 2024 Jun 3:2024.06.02.597056. doi: 10.1101/2024.06.02.597056.
Functional connectivity (FC) after TBI is affected by an altered excitatory-inhibitory balance due to neuronal dysfunction, and the mechanistic changes observed could be reflected differently by contrasting methods. Local gamma event coupling FC (GEC-FC) is believed to represent multiunit fluctuations due to inhibitory dysfunction, and we hypothesized that FC derived from widespread, broadband amplitude signal (BBA-FC) would be different, reflecting broader mechanisms of functional disconnection. We tested this during sleep and active periods defined by high delta and theta EEG activity, respectively, at 1,7 and 28d after rat fluid-percussion-injury (FPI) or sham injury (n=6/group) using 10 indwelling, bilateral cortical and hippocampal electrodes. We also measured seizure and high-frequency oscillatory activity (HFOs) as markers of electrophysiological burden. BBA-FC analysis showed early hyperconnectivity constrained to ipsilateral sensory-cortex-to-CA1-hippocampus that transformed to mainly ipsilateral FC deficits by 28d compared to shams. These changes were conserved over active epochs, except at 28d when there were no differences to shams. In comparison, GEC-FC analysis showed large regions of hyperconnectivity early after injury within similar ipsilateral and intrahemispheric networks. GEC-FC weakened with time, but hyperconnectivity persisted at 28d compared to sham. Edge- and global connectivity measures revealed injury-related differences across time in GEC-FC as compared to BBA-FC, demonstrating greater sensitivity to FC changes post-injury. There was no significant association between sleep fragmentation, HFOs, or seizures with FC changes. The within-animal, spatial-temporal differences in BBA-FC and GEC-FC after injury may represent different mechanisms driving FC changes as a result of primary disconnection and interneuron loss.
The present study adds to the understanding of functional connectivity changes in preclinical models of traumatic brain injury. In previously reported literature, there is heterogeneity in the directionality of connectivity changes after injury, resulting from factors such as severity of injury, frequency band studied, and methodology used to calculate FC. This study aims to further clarify differential mechanisms that result in altered network topography after injury, by using Broadband Amplitude-Derived FC and Gamma Event Coupling-Derived FC in EEG. We found post-injury changes that differ in complexity and directionality between measures at and across timepoints. In conjunction with known results and future studies identifying different neural drivers underlying these changes, measures derived from this study could provide useful means from which to minimally-invasively study temporally-evolving pathology after TBI.
创伤性脑损伤(TBI)后的功能连接性(FC)受神经元功能障碍导致的兴奋性-抑制性平衡改变影响,并且通过对比方法观察到的机制变化可能有不同反映。局部γ事件耦合FC(GEC-FC)被认为代表由于抑制功能障碍引起的多单位波动,我们假设源自广泛的宽带幅度信号的FC(BBA-FC)会有所不同,反映功能断开的更广泛机制。我们在大鼠液压冲击伤(FPI)或假伤(每组n = 6)后第1、7和28天,分别在由高δ和θ脑电活动定义的睡眠期和活跃期,使用10个双侧皮质和海马留置电极对此进行了测试。我们还测量了癫痫发作和高频振荡活动(HFOs)作为电生理负荷的指标。BBA-FC分析显示,与假伤组相比,早期同侧感觉皮层到CA1海马的超连接性受限,到第28天转变为主要是同侧FC缺陷。这些变化在活跃期得以保留,但在第28天与假伤组无差异。相比之下,GEC-FC分析显示损伤后早期在相似的同侧和半球内网络中有大片超连接区域。GEC-FC随时间减弱,但与假伤组相比,在第28天超连接性仍然存在。边缘和全局连接性测量显示,与BBA-FC相比,GEC-FC在不同时间存在与损伤相关的差异,表明对损伤后FC变化更敏感。睡眠片段化、HFOs或癫痫发作与FC变化之间无显著关联。损伤后BBA-FC和GEC-FC在动物体内的时空差异可能代表了由于原发性断开和中间神经元丢失导致FC变化的不同机制。
本研究增进了对创伤性脑损伤临床前模型中功能连接性变化的理解。在先前报道的文献中,损伤后连接性变化的方向性存在异质性,这是由损伤严重程度、研究频段和用于计算FC的方法等因素导致的。本研究旨在通过在脑电图中使用宽带幅度衍生的FC和γ事件耦合衍生的FC,进一步阐明导致损伤后网络拓扑改变的不同机制。我们发现损伤后不同时间点及不同测量方法之间在复杂性和方向性上存在差异。结合已知结果以及未来确定这些变化背后不同神经驱动因素的研究,本研究得出的测量方法可为微创研究TBI后随时间演变的病理过程提供有用手段。