电针对实验性癫痫发作的影响：脑电的功率谱分析

以电惊厥和青霉素致痫作为实验性癲痫的动物模型。采用脑电的计算机功率谱分析技术,研究了电针作用于发作过程中脑电各频段功率百分比的变化。在安静的大鼠,脑电以δ和θ频段为主,其功率主峰在δ频段。青霉素致痫和电惊厥使δ频段功率百分比下降,α和β频段功率百分比增加,主功率频段右移,总功率亦大大增强。本实验采用的电针对背景脑电活动没有明显影响。而电针加电惊厥或青霉素致痫,δ频段功率百分比复又增加,α和β频段功率百分比则下降,主功率频段又回到δ频段,总功率也显著减少。压缩功率谱阵图直观地显示了这种变化。结果提示,电针可使大鼠脑电出现同步化趋势,可能是加强了脑的抑制过程,从而抑制了癲痫发作的。     

一种改进的近似熵——样品熵及其在颞叶癫痫患者脑电信号分析中的应用

采用了近似熵(approximately entropy,ApEn)和它的改进算法,即样品熵(sample entropy,SampEn)分析了8位颞叶癫痫患者和10位健康人员的短程脑电信号。在计算过程中使用了两种滑动窗口和5个不同的过滤标准r。结果显示颞叶癫痫患者组脑电信号的熵值显著低于健康组,而且患者癫痫病灶所在的脑半球的复杂度远远小于非癫痫病灶的脑半球。小的滑动窗口能更多地反映与癫痫发作相关的细节。对于1秒的滑动窗口,过滤标准r不能小于时间序列标准差的0．15％;而对于4秒的滑动窗口,则过滤标准r不能小于时间序列标准差的10％。研究结果表明,在短程脑电信号的非线性分析中,样品熵是一种比近似熵更为可靠的非线性分析方法。颞叶癫痫患者脑电信号的熵值低于健康人员,这可能表明脑电活动的非线性程度的降低是由于神经信号在大脑内的传递受到了阻碍或者损坏,使得神经信号成了相对孤立的信息源。     

应用小波熵分析大鼠脑电信号的动态变化特性

应用小波熵（一种新的信号复杂度测量方法）分析大鼠在不同生理状态下脑电复杂度的动态时变特性。采用慢性埋植电极记录自由活动大鼠的皮层EEG,使用多分辨率小波变换将EEG信号分解为δ、θ、α和β四个分量,求得随时间变化的小波熵。结果表明：在清醒、慢波睡眠和快动眼睡眠三种生理状态下,EEG的小波熵之间存在显著差别,并且在不同时期其值与各个分解分量之间具有不同的关系,其中,慢波睡眠期小波熵还具有较明显的变化节律,反映了EEG微状态中慢波和纺锤波的互补性。由此可见,小波熵既能区别长时间段EEG复杂度之间的差别,又能反映EEG微状态的快速变化特性。     

IL-1β、IL-lra对戊四氮致痫大鼠行为及皮层、海马脑电的影响

目的:了解白细胞介素1β(IL-1β)在癫痫发作中的作用.方法:采用记录脑电图(EEG)同时观察行为的方法,观察IL-1β和IL-1受体拮抗剂(IL-1ra) 侧脑室注射对戊四氮(PTZ)致痫大鼠行为和皮层、海马EEG的影响.结果:IL -1β能明显缩短 PTZ致大鼠急性惊厥发作及痫波发放的潜伏期,增加痫波的发放频率.IL -1ra能减少急性惊厥痫波发放频率,对急性惊厥发作及痫波发放的潜伏期和惊厥发作强度无明显影响.但IL-1ra能显著延长大鼠点燃后PTZ诱导的惊厥发作和痫波发放的潜伏期,减轻惊厥发作强度.结论:内源性IL-1β是促进癫痫发作的因素之一,可能在癫痫慢性发展中提高大脑神经元的兴奋性中起着重要作用.     

IL—1β,IL—lra对戊四氮致痫大鼠行为及皮层,海马脑电的 …

目的：了解白细胞介素１β（ＩＬ－１β）在癫痫发作中的作用。方法：采用记录脑图（ＥＥＧ）同时观察行为的方法,观察ＩＬ－１β和ＩＬ－１受体拮抗剂（ＩＬ－１ｒａ）测脑室注射对戊四氮（ＰＴＺ）致痫大鼠和皮层、海马ＥＥＧ的影响。结果：ＩＬ－１β能明显缩短ＰＴＺ致大鼠急性惊厥发作及痫波发放的潜伏期,增加痫波的发放频率。ＩＬ－１ｒａ能减少急性惊厥痫波放频率,对急性惊厥发主痫波发放的潜伏期和惊厥发作强度无明显影响     

非线性动力学在脑电分析中的应用

非线性科学于20世纪60年代发展起来,被誉为20世纪自然科学的“第三次革命”,己广泛应用于生物、物理、经济、通讯及天文学等领域。脑电图(EEG)反映了作为非线性系统的大脑的电活动,体现出混沌行为。在癫痫病症的EEG研究中,混沌特性得到了很好的证明。在精神分裂症和老年痴呆等病症的EEG研究中,混沌的作用也体现得越来越明显。本文综述了近年来非线性动力学在脑电信号分析中应用的进展,以期获得在健康和疾病状态下对大脑神经动力系统的更好理解。     

局灶性脑缺血损伤无创检测中EEG近似熵研究

局灶性脑缺血的早期无创诊断在临床实际中有着非常重要的意义。采用SD（Sparague-Dawley)大鼠建立了局灶性脑缺血的动物实验模型,记录了缺血前后缺血区域和正常区域的脑电信号EEG。由于近似熵复杂度算法所需时间序列长度较短,大大减少了脑电信号非平稳所带来的困难,且无需粗粒化,采用近似熵对局灶性缺血动物实验模型的脑电信号的复杂度进行了分析。结果发现缺血前后缺血与非缺血区域的近似熵均有着易于区分的特征,因此EEG信号的近似熵分析可以用于对局灶性缺血的脑损伤程度进行诊断,并区分损伤区域和非损伤区域,有望在临床中加以应用。     

电刺激诱导大鼠海马癫痫电网络神经信息分析

探讨电刺激致海马(hippocampus,HPC)癫痫网络的神经信息特征和M型胆碱能受体阻断剂东莨菪碱(scopolamine)对该信息特征的调制作用。实验用雄性SD大鼠45只,体重150￣250g。急性强直电(60Hz,2s,0.4￣0.6mA)刺激右侧后背HPC(acutetetanizationoftherightposteriordorsalhippocampus,ATPDH),双电极同步记录同侧HPC网络和单个神经元电活动。分析癫痫发作样高频电振荡(ripple)功率谱(powerspec-trum)、尖波连续发放峰间间隔(interpeakinterval,IPI)和单位时间内平均频率(Hz),并同步分析单个神经元放电脉冲间隔(interspikeinterval,ISI)的变化特征。发现:(1)ATPDH诱导的HPC癫痫放电模式主要包括rip-ple和具有稳定频率特征的尖波样连续发放;(2)东莨菪碱(i.p.)可以提前ripple第1组分最大功率(μV2)与单个神经元原发性单位后放电最大ISI出现的时间,对最大ISI的作用更明显;(3)东莨菪碱可以部分再现重复施加ATPDH诱导出现巨大尖波连续发放IPI和神经元放电ISI平行发展特征。结果提示:M胆碱能受体阻断剂东莨菪碱可以同时调制HPC癫痫网络成员电场和细胞的瞬时编码信息;而成员电场ripple功率谱/连续尖波IPI和神经元放电ISI点分布的对比研究,可以用于分析癫痫网络瞬时编码信息和药物生物学效应。     

小波神经网络在脑电信号数据压缩与棘波识别中的应用

介绍了一种新的神经网络模型———小波神经网络,利用它并适当调节网络、小波基参数,实现了对脑电信号的压缩表达,较好的恢复了原有信号。另外,在其算法研究的基础上,提出了适应于非稳态和非线性信号处理的时频分析新方法。在脑电信号的时频谱等高线图上,得到了易于自动识别的棘波和棘慢复合波特征,与传统的短时傅立叶变换（ＳＴＦＴ）和Ｗｉｇｎｅｒ分布相比,此方法有更高的分辨率和自适应性,而且其时频能量分布没有交叉项干扰。     

熵理论在生态系统稳定性研究中的应用

本文从李亚普诺夫（Lyapounov）的稳定性原理出发,运用最小熵和超熵理论分析了线性非平衡态和远离平衡态生态系统的稳定性,并给出了相应的稳定性判据。以完善和促进生态系统稳定性研究的理论水平。     

Changes in the spectral power and coherence of the EEG alpha rhythm in humans performing grasp efforts by the right and left arm

We compared changes in the EEG indices in healthy dextral volunteers performing static force grasps by the arm. Three test modes were used: (i) performance of two successive grasps by the dominant (right) arm (test A), (ii) performance of two successive grasps by the subdominant (left) arm (test B), and (iii) performance of the grasps first by the right arm and then by the left arm (test C). Fourteen, six, and nine persons took part in tests A–C, respectively. In the course of grasps performed by the right and left arms, bilateral increases in synchronization within the alpha 1 and alpha 2 ranges were frequently observed in occipital regions in both the first and repeated grasps (P < 0.05). Consecutive grasps by the right arm were accompanied by clear desynchronization in a few anterior and central leads. Alpha 2 desynchronization was observed in both realizations of the left-arm grasps (test B) performed by some subjects, but intragroup modifications were not significant in this case. The coherence coefficients of the alpha 2 rhythm in most cases increased for symmetric leads from the right and left hemispheres in the course of grasps by both the right and left hands. The effect of intensification of interhemisphere links was manifested in the anterior and central cortical regions; this fact showed that interhemisphere interaction increases in the course of the static effort. Changes in the coherence coefficients for the alpha 2 range in the performance of the grasp efforts by the right arm and the left arm were most clear in the posterotemporal (P = 0.02), parietal (P = 0.05), and anterofrontal (P = 0.06) lead pairs. Thus, we demonstrated the dependence between the side of performance of the muscle effort in the mode close to isometric and lateralization of the EEG modifications. Neirofiziologiya/Neurophysiology, Vol. 38, No. 3, pp. 235–238, May–June, 2006.     

Changes in EEG Power Spectra During Biofeedback of Slow Cortical Potentials in Epilepsy

The goal of the study was to explore parallel changes in EEG spectral frequencies during biofeedback of slow cortical potentials (SCPs) in epilepsy patients. Thirty-four patients with intractable focal epilepsy participated in 35 sessions of SCP self-regulation training. The spectral analysis was carried out for the EEG recorded at the same electrode site (Cz) that was used for SCP feedback. The most prominent effect was the increase in the 2 power (6.0–7.9 Hz) and the relative power decrement in all other frequency bands (particularly 1, 2, and 2) in transfer trials (i.e., where patients controlled their SCPs without continuous feedback) compared with feedback trials. In the second half of the training course (i.e., sessions 21–35) larger power values in the , , and bands were found when patients were required to produce positive versus negative SCP shifts. Both across-subject and across-session (within-subject) correlations between spectral EEG parameters, on the one hand, and SCP data, on the other hand, were low and inconsistent, contrary to high and stable correlations between different spectral variables. This fact, as well as the lack of considerable task-dependent effects during the first part of training, indicates that learned SCP shifts did not directly lead to the specific dynamics of the EEG power spectra. Rather, these dynamics were related to nonspecific changes in patients' brain state.     

急性高原低氧环境对不同情绪状态脑电功率的影响

目的:探讨急性高原低氧环境对不同情绪状态脑电功率的影响。方法:本研究为双因素多水平试验设计(氧气环境2个水平!情绪类型4个水平)。通过编写情绪图片诱导12名年龄在20～25岁之间的男性被试产生四类不同情绪:低效价低唤醒(LVLA)、高效价低唤醒(HVLA)、低效价高唤醒(LVHA)、高效价高唤醒(HVHA),分别近似于沮丧、轻松、恐惧、快乐四类情绪,并使用Brain Products 32导脑电采集设备采集不同情绪状态下的脑电信号;次日,采用常压低氧舱模拟4 300 m的高原低氧环境,同一批被试在低氧10 h后使用相同试验范式采集脑电信号。对采集来的脑电信号进行功率谱分析(FFT),同时对额叶(F3\Fz\F4)脑电的五个频段(delta、theta、alpha、beta、gamma)进行两因素重复测量方差分析。结果:功率谱分析发现:急性低氧前后,四类情绪状态下alpha波的全脑分布差异主要集中在额叶、顶叶及部分颞叶; HVLA情绪状态下alpha波全脑分布差异最小。两因素重复测量方差分析结果发现:(1)delta、beta频段功率受氧气环境影响显著(P<0.05),低氧环境下功...     

完全睡眠剥夺对大脑注意网络冲突效应和脑电样本熵的影响*

目的: 本研究分析睡眠剥夺对个体选择性注意网络冲突效应和脑电样本熵的影响,探讨睡眠剥夺对大脑注意网络的影响。方法: 25名健康受试者参与36 h完全睡眠剥夺试验。试验于当天9:00开始,于次日21:00结束,试验采用自身前后对照设计。受试者在睡眠剥夺前后分别完成注意网络任务,同步采集受试者的脑电图。用脑电样本熵算法分析脑电图的delta、theta、alpha、beta和gamma频率段的脑电复杂度并对比各频段脑电样本熵在睡眠剥夺前、后的变化。结果: 同睡眠剥夺前比较,睡眠剥夺后与受试者的注意网络冲突效应密切相关的反应时显著下降(P＜0.01),正确率显著增加(P＜0.01)。脑电样本熵分析发现在beta频率段,与注意网络冲突控制相关的脑电样本熵值在睡眠剥夺后明显增大(P＜0.01)。其余脑电频率段脑电样本熵未发现显著差异。结论: 表明完全睡眠剥夺后大脑的注意网络冲突效应降低,表明睡眠剥夺后执行冲突控制能力的下降。     

Effect of cold stimulation of the arm fingers on the spectral/coherent EEG characteristics in humans

Examination of modifications of EEG in humans induced by cold stimulation of the arm fingers showed that the EEG frequency composition noticeably depended on this thermal influence (in the relaxed state with no movements or during realization of voluntary cyclic movements by the fingers of another arm). In the resting state, cold stimulation mostly induced intensification of the delta activity, while, when coinciding with the performance of voluntary movements, it also resulted in increases in the powers of oscillations of the alpha1 and beta1 ranges. The structure of changes in the coefficients of coherence under the influence of cooling also depended on the conditions of testing (in the resting state or during motor activity). Therefore, the effect of tonic cold stimulation on the interaction between synchronizing and desynchronizing cerebral systems and interrelations between different cortical zones was modified under conditions of realization of a motor function. Neirofiziologiya/Neurophysiology, Vol. 40, No. 3, pp. 268–270, May–June, 2008.     

Statistical Comparison of Band Spectral Power: An Aid in Stochastical Analysis of Brain Electrical Activity Part 1: Approximation of the distribution of broad band power by a χ2-distribution

In this study the distribution of estimated broad band spectral power is evaluated. Under weak assumptions it is possible to appropriate this distribution by a χ2-distribution and to construct tolerance intervals with great statistical accuracy. The theoretical results implicate a new methodical basis for statistical comparison of spectral parameters in EEG analysis.     

Correlation between level of aggressiveness of personality and characteristics of EEG frequency components

In a group of 80 adults of both sexes, we studied the correlation between the characteristics of aggressiveness of the individual (diagnosed using the Buss-Durkee questionnaire) and parameters of the frequency components (rhythms) of EEG recorded in the resting state from leads C3 and C4 according to the 10–20 system. Despite the natural high interindividual variability, the higher spectral powers of nearly all EEG frequency components (δ-, θ-, α-, and β rhythms) and coefficient of reactivity of the α rhythm corresponded in general to lower indices on the scales of the Buss-Durkee questionnaire and smaller values of the index of aggressiveness and index of hostility. These correlations probably reflect a significant dependence of both characteristics of aggressiveness of personality and amplitude parameters of the EEG rhythms on hereditary factors. Both these aspects of the neurodynamic constitution of the individual are to a significant extent determined by the specificity of organization and functioning of a few neurotransmitter (in particular, aminergic) and neurohumoral systems. Neirofiziologiya/Neurophysiology, Vol. 38, Nos. 5/6, pp. 448–457, September–December, 2006.     

EEG power spectral density in locked-in and completely locked-in state patients: a longitudinal study

Persons with their eye closed and without any means of communication is said to be in a completely locked-in state (CLIS) while when they could still open their eyes actively or passively and have some means of communication are said to be in locked-in state (LIS). Two patients in CLIS without any means of communication, and one patient in the transition from LIS to CLIS with means of communication, who have Amyotrophic Lateral Sclerosis were followed at a regular interval for more than 1 year. During each visit, resting-state EEG was recorded before the brain–computer interface (BCI) based communication sessions. The resting-state EEG of the patients was analyzed to elucidate the evolution of their EEG spectrum over time with the disease’s progression to provide future BCI-research with the relevant information to classify changes in EEG evolution. Comparison of power spectral density (PSD) of these patients revealed a significant difference in the PSD’s of patients in CLIS without any means of communication and the patient in the transition from LIS to CLIS with means of communication. The EEG of patients without any means of communication is devoid of alpha, beta, and higher frequencies than the patient in transition who still had means of communication. The results show that the change in the EEG frequency spectrum may serve as an indicator of the communication ability of such patients.Electronic supplementary materialThe online version of this article (10.1007/s11571-020-09639-w) contains supplementary material, which is available to authorized users.     

Modifications of EEG Related to Repeated Static Grasp Efforts Developed by the Hand in Humans

The characteristics of EEG recorded before, in the course, and after three sequential static grasp efforts developed by the right hand were analyzed in 14 healthy volunteers of both sexes, 19 to 56 years old. The grasps were 3 min long, and intervals between the sequential trials were 5 min long. The mean intensity was, as a rule, the greatest in the first trial and decreased, because of fatigue, in the second and third trials. In the course of the grasp effort, significant (P ≤ 0.05) or close to significant decreases in the spectral power were observed in all trials within the alpha2 subrange in some frontal, central, and central/temporal leads. This reaction of desynchronization of alpha2 oscillations probably reflects activation of the sensorimotor cortical zones. Within the above period, the power of alpha2 oscillations increased in the occipital leads. In a few leads of the frontal group, the powers of delta, theta1, theta2, and alpha1 oscillations increased significantly (P < 0.05) in the course of the first trial. Such reaction was not observed in the second and third trials, while the powers of delta and alpha1 ranges increased in the occipital sites (P < 0.05). The powers of delta and theta oscillations increased, as compared with the control values, after the second and third grasps. Such specific EEG modifications in sequential trials can be related to the actions of a novelty factor in the first trial and a fatigue factor in the subsequent trials. The coherence coefficient (CC) of alpha and beta oscillations for symmetric leads usually increased in the course of the grasp. This effect reached a significance level (P < 0.05) for alpha2 oscillations in central, posterotemporal, parietal, and occipital pairs. The CC for beta2 oscillations increased in both temporal lead pairs. A drop in the interhemisphere coherence was more typical of the delta and theta1 ranges. Therefore, changes in the CC values show that the structure of interhemisphere interaction undergoes modifications with the development of the grasp static efforts. Neirofiziologiya/Neurophysiology, Vol. 37, No. 4, pp. 362–371, July–August, 2005.