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Cross-approximate entropy of cortical local field potentials quantifies effects of anesthesia - a pilot study in rats

机译:皮质局部场电位的交叉近似熵量化了麻醉作用-在大鼠中的一项初步研究

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Background Anesthetics dose-dependently shift electroencephalographic (EEG) activity towards high-amplitude, slow rhythms, indicative of a synchronization of neuronal activity in thalamocortical networks. Additionally, they uncouple brain areas in higher (gamma) frequency ranges possibly underlying conscious perception. It is currently thought that both effects may impair brain function by impeding proper information exchange between cortical areas. But what happens at the local network level? Local networks with strong excitatory interconnections may be more resilient towards global changes in brain rhythms, but depend heavily on locally projecting, inhibitory interneurons. As anesthetics bias cortical networks towards inhibition, we hypothesized that they may cause excessive synchrony and compromise information processing already on a small spatial scale. Using a recently introduced measure of signal independence, cross-approximate entropy (XApEn), we investigated to what degree anesthetics synchronized local cortical network activity. We recorded local field potentials (LFP) from the somatosensory cortex of three rats chronically implanted with multielectrode arrays and compared activity patterns under control (awake state) with those at increasing concentrations of isoflurane, enflurane and halothane. Results Cortical LFP signals were more synchronous, as expressed by XApEn, in the presence of anesthetics. Specifically, XApEn was a monotonously declining function of anesthetic concentration. Isoflurane and enflurane were indistinguishable; at a concentration of 1 MAC (the minimum alveolar concentration required to suppress movement in response to noxious stimuli in 50% of subjects) both volatile agents reduced XApEn by about 70%, whereas halothane was less potent (50% reduction). Conclusions The results suggest that anesthetics strongly diminish the independence of operation of local cortical neuronal populations, and that the quantification of these effects in terms of XApEn has a similar discriminatory power as changes of spontaneous action potential rates. Thus, XApEn of field potentials recorded from local cortical networks provides valuable information on the anesthetic state of the brain.
机译:背景技术麻醉药剂量依赖性地将脑电图(EEG)活动移向高振幅,慢节奏,这表明丘脑皮质网络中神经元活动同步。此外,它们可以在较高的(gamma)频率范围内解耦大脑区域,可能是意识感知的基础。目前认为这两种作用都可能通过阻碍皮层区域之间的适当信息交换而损害大脑功能。但是在本地网络级别会发生什么?具有强烈的兴奋性相互联系的局部网络可能对脑节律的整体变化更具适应性,但在很大程度上取决于局部投射的抑制性中间神经元。当麻醉剂使皮质网络偏向抑制时,我们假设它们可能会导致过度同步并损害已经在较小空间尺度上进行的信息处理。使用最近引入的信号独立性的度量,交叉近似熵(XApEn),我们研究了麻醉剂在多大程度上同步了局部皮层网络的活动。我们记录了长期植入多电极阵列的三只大鼠的体感皮层的局部场电位(LFP),并比较了在对照(清醒状态)下与异氟烷,环戊烷和氟烷的浓度增加下的活动模式。结果在麻醉药存在下,皮质XFP信号更加同步,如XApEn所示。具体而言,XApEn是麻醉药浓度的单调递减函数。异氟烷和环戊烷是无法区分的。在1个MAC的浓度(抑制50%的受试者对有害刺激产生的运动所需的最低肺泡浓度)下,两种挥发性物质均使XApEn降低约70%,而氟烷的效价较低(降低50%)。结论结果表明,麻醉剂极大地削弱了局部皮层神经元群体操作的独立性,并且根据XApEn量化这些效应具有与自发动作电位率变化相似的区分能力。因此,从局部皮层网络记录的场电势XApEn提供了关于大脑麻醉状态的有价值的信息。

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