基于EEG信号分析处理的癫痫预测研究

癫痫是神经系统的常见病,特点是大脑神经细胞群反复超同步放电,从而引起突发性的脑功能紊乱.由于癫痫发作具有突然性,发作时患者常伴有意识丧失,癫痫的发作常造成患者意外的伤害.如能对癫痫发作进行有效的预测,就可在发作前对患者采取必要的保护措施,从而减少患者受到伤害的风险.癫痫预测的研究也对认识癫痫的发病机制及开发新的治疗方法提供依据.本文介绍了癫痫发作预测常用的方法,研究现状和存在的问题.     

基于平稳小波变换的EEG视觉的信号修正

眼球运动和眨眼会在眼球周围产生电信号,这种电信号的存在直接影响到对EEG信号的分析特征提取及EEG模式的分类等研究。本文提出了一种基于小波阈值滤噪方法来修正EEG信号中出现的视觉伪信号(OA)。这种用于EEG视觉伪信号处理的小波方法的实现过程如下：1)用平稳小波变换(SWT)对原始EEG信号进行处理;2)设置低频带信号的系数阈值;3)对滤噪后的信号进行重构。实验结果表明这种方法同时适用于眨眼和眼球运动产生的伪信号。最后,通过对采集的信号处理前后做了对比,说明其有效性。     

脑血管病所致癫痫发作的临床分析

目的 研究脑血管病后癫痫发作病人的临床分型及其与原发病和病灶的关系,评价脑电图、CT、MRI对癫痫的诊断价值以及治疗效果。方法 收集门诊病房几年来治疗的脑血管病合并癫癫发作的病人85例。按癫痫发作发生的时间和临床表现分型,每例病人均做CT、MRI和EEG。将数据进行统计学处理。结果 本组资料中,早期型癫痫26例（31％）,迟发型癫痫59例（69％）。癫痫发作类型以额叶癫痫最常见。脑梗死及多发病灶患者占比例大。药物治疗控制发作效果较好。脑电图能反映病情变化,病情控制后,服电图也逐渐好转。而CT、MRI地病灶的定位不能反映癫痫的类型。结论 多发病灶易致癫痫发作,额叶癫痫最常见。脑电图对癫痫的诊断和判断癫痫的控制很有帮助。CT、MRI无助于癫痫的诊断和评价。药物治疗效果较好。     

海马胆囊收缩素对大鼠癫痫发作的影响及其机制

目的和方法：采用原位杂交技术,观察遗传性听源性癫痫易感大鼠海马内ＣＣＫｍＲＮＡ表达的改变及少我注射ＣＣＫ３及其受体阻断剂对大鼠癫痫发作的影响。结果：（１）癫痫发作大鼠海马内ＣＣＫｍＲＮＡ表达明显增强（Ｐ〈０．０５－０．０１）,但癫痫反复发作的大嫌海马内ＣＣＫｍＲＮＡ表达的较癫痫发作一次大鼠明显减少（Ｐ〈０．０５）,海马ＣＡ主射Ｌ３６５后,ＣＣＫ８压抑癫痫发作的作用消失（Ｐ〈０．０１）。结论：ＣＣＫ     

基于脑电信号的癫痫发作预测特征及识别

解码癫痫发作前脑电信号的神经元集群异常痫样放电活动,对癫痫发作进行有效预测并实施病前干预,可显著减少疾病病损,是癫痫防治的研究热点之一。基于脑电信号的癫痫发作预测研究关键在于发作间期和前期的异常状态识别,研究上述两状态间的神经动力学特征差异对明确癫痫发病机制、选取高分辨特征,进而有效识别该渐进性疾病所处的发作阶段具有重要价值。目前,研究者已对当前主流特征提取及模式识别方法进行了充分的调研梳理,但忽视了神经动态特征变化对于癫痫发作预测的重要意义。基于此,本文归纳总结了5类典型的发作预测特征分析方法及其优缺点,重点剖析了发作间期至前期神经生理特征的动态变化及其动力学特性,类比分析了当前该领域主流的机器学习和深度学习特征识别方法,以期为进一步建立精准、高效的癫痫发作预测技术提供新思路。     

热性癫痫发作大鼠海马齿状回外侧支的可塑性和再可塑性

热性癫痫发作是儿童常见病,能损害认知功能,而突触可塑性和再可塑性(metaplasticity)是维系大脑认知功能的重要神经基础.本文通过脑片灌流和细胞外场电位记录术研究了热性癫痫发作大鼠海马齿状回外侧支的突触可塑性和再可塑性.制作对照组和热性癫痫发作组大鼠的脑切片后,记录电极置于齿状回外侧支的外分子层获取兴奋性突触后...     

基于二阶C0复杂度的癫痫发作预测

癫痫发作的预测是近年来在临床医学和神经系统科学研究领域中备受关注的问题。如果癫痫发作能够被可靠地预测,则可以提前采取有效的临床预防措施,从而能较大程度地改善癫痫患者的生活质量。文章提出了一种基于二阶C0复杂度的预测算法用于预测癫痫发作。该算法通过分析癫痫患者颅内脑电信号的二阶C0复杂度,利用发作前期复杂度曲线的变化特征预测癫痫发作。作者运用该算法对21组癫痫病人87次发作的临床颅内脑电数据和4组大鼠4次发作的颅内脑电数据进行分析计算,预测准确率分别为94.3%和100%。实验结果表明该算法可以有效地预测癫痫发作,具有潜在的重要临床应用价值。     

双歧杆菌生态制品对海人酸模型癫痫作用的初步观察

用海人酸１０ｍｇ／ｋｇ给ＳＤ大鼠下注射,注射后０－１／２ｈ之内,动物出现凝视和湿狗样抖动,１／２－２ｈ,动物出现癫发作;２ｈ后,动物反复自发出现严重的癫痫发作;４ｈ减弱;８ｈ停止。实验组动物分别于１或３周前开始并连续从饮水中定量投喂双歧杆菌活菌制剂。     

大鼠慢波睡眠和睡眠过渡期脑电信号的小波变换分析

EEG信号经常包含许多快速的时变信息 ,将较长时间段的EEG信号近似看作平稳信号 ,进行FFT谱估计 ,存在其局限性。应用多分辨率小波变换方法 ,在频域和时域上可以同时定位分析大鼠慢波睡眠和睡眠过渡期脑电的动态变化特性。采用慢性埋植电极记录自由活动大鼠的皮层脑电 ,将信号用小波变换分解成δ、θ、α和 β四个分量 ,求各分量的功率和功率百分比的时间变化曲线 ,并与FFT功率谱分析结果进行比较。结果表明 :慢波睡眠期EEG中有 2 6 .2 %± 7.7%的时间段上δ分量功率小于总功率的 5 0 % ,且δ分量较大时 ,其他分量较小 ;δ分量较小时 ,其他分量较大 ,差别显著。此结果揭示了δ节律与θ和α节律之间的一种互补关系。而传统的FFT功率谱分析方法只能显示δ分量为主 (占总功率 70 .6 %± 6 .4 % )的功率谱 ,不能提供时变信息。对于睡眠过渡期的非稳态EEG信号 ,利用小波变换分解得到的θ和α分量可以鉴别出睡眠纺锤波 ,计算睡眠纺锤波的平均持续时间 ,并比较纺锤波和非纺锤波时期各个频谱分量的变化情况。由此可见 ,小波变换可用于计算新的EEG时频定量分析指标用于分析生理、病理和药理作用引起的睡眠EEG的变化过程 ,以弥补传统FFT功率谱分析的不足之处     

卡马西平与丙戊酸钠对儿童癫痫部分性发作脑电图的临床对照研究

目的:探究卡马西平与丙戊酸钠对儿童癫痫部分发作患儿发作脑电图影响,并实施组间对照研究。方法:选择2017年1月至2020年1月于我院接受治疗的81例癫痫部分性发作患儿为研究对象,按照其接受治疗的差异将其分为卡马西平组(40例)和丙戊酸钠组(41例),对比两组患儿接受药物治疗后脑电图以及脑电地形图变化情况。结果:(1)卡马西平组患儿接受治疗后脑电图检测显示间歇期痫样活动减少≥50%者占比高达67.50%(27/40),而丙戊酸钠组占比仅为43.90%(18/41),两组比较差异明显(P<0.05);(2)脑电背景活动变化比较显示,治疗后卡马西平组患儿α波无影响者占比65.00%,明显高于丙戊酸钠组36.59%,同时丙戊酸钠组患儿δ波数(20 s内)药物治疗后变化较卡马西平组更为明显;(3)脑电功率比较显示,卡马西平组患儿治疗后仅θ频段相对功率出现明显变化(P<0.05),但丙戊酸钠组患儿α频段相对功率、θ频段相对功率和θ频段绝对功率均出现明显变化(P<0.05)。结论:丙戊酸钠应用于儿童癫痫部分性发作时患儿脑电背景活动会明显变慢,甚至有出现间歇期痫样放电的风险,而卡马西平相对更为稳定,对患儿脑电图的影响更小,安全性更高。     

Orexins cause epileptic activity

Orexins have been implicated in the regulation of sleep-wake cycle, energy homeostasis, drinking behavior, analgesia, attention, learning and memory but their effects on epileptic activity are controversial. We investigated whether intracortical injections of orexin A (100pmol) and B (100pmol) cause epileptic activity in rats. We observed epileptic seizure findings on these two groups rats. Orexin A and B also significantly increased total EEG power spectrum. Our findings indicate that orexins cause epileptic activity.     

Orexins increase penicillin-induced epileptic activity

Orexins have been implicated with physiological function including sleep-wake cycle, energy homeostasis, drinking behavior, analgesia, attention, learning and memory but their effects on excitability are controversial. We investigated the effects of intracortical injections of orexin A (100 pmol) and B (100 pmol) on the electrophysiological manifestation of epileptic seizures induced by cortical penicillin application in adult male rats. In comparison to saline, orexin A and B enhanced significantly the spike number, spike amplitude and spectral power values induced by cortical penicillin. Our findings indicates that orexins enhances the hyperexcitable and hypersyncronic cortical epileptic activity induced by focal application of penicillin-G.     

一个新的脑电信号分析系统：小波分析理论的运用

小波变换是一种把时间、频率（或尺度）两域结合起来的分析方法。它被誉为“分析信号的数学显微镜”。本系统将小波变换用于脑电信号分析,是一个在Ｗｉｎｄｏｗｓ３．１下开发的脑电分析系统。     

ATP signalling in epilepsy

This paper focuses on a role for ATP neurotransmission and gliotransmission in the pathophysiology of epileptic seizures. ATP along with gap junctions propagates the glial calcium wave, which is an extraneuronal signalling pathway in the central nervous system. Recently astrocyte intercellular calcium waves have been shown to underlie seizures, and conventional antiepileptic drugs have been shown to attenuate these calcium waves. Blocking ATP-mediated gliotransmission, therefore, represents a potential target for antiepileptic drugs. Furthermore, while knowledge of an antiepileptic role for adenosine is not new, a recent study showed that adenosine accumulates from the hydrolysis of accumulated ATP released by astrocytes and is believed to inhibit distant synapses by acting on adenosine receptors. Such a mechanism is consistent with a surround-inhibitory mechanism whose failure would predispose to seizures. Other potential roles for ATP signalling in the initiation and spread of epileptiform discharges may involve synaptic plasticity and coordination of synaptic networks. We conclude by making speculations about future developments.     

Non-linear, non-invasive method for seizure anticipation in focal epilepsy

In this paper we discuss an approach, using methods of non-linear time series analysis applied to scalp electrode recordings, which is able to distinguish between epochs temporally distant from and just prior to, the onset of a seizure in patients with temporal lobe epilepsy. The method involves a comparison of recordings taken from electrodes adjacent to and remote from the site of ictal onset. In particular, we define a non-linear quantity which we call 'marginal predictability'. This quantity is computed using data from remote and from adjacent electrodes. We find that the difference between the marginal predictabilities computed for the remote and adjacent electrodes decreases several tens of minutes prior to seizure onset, compared to its value interictally.     

Alterations in Glutamate Transporter Protein Levels in Kindling-Induced Epilepsy

Abstract: There is increasing evidence that levels of glutamate are elevated in certain brain regions immediately prior to and during induction and propagation of seizures. Modulation of high-affinity glutamate uptake is a potential mechanism responsible for the elevated levels observed with seizures. To date, three distinct Na⁺-dependent glutamate transporters have been cloned from rat and rabbit: GLT-1, GLAST, and EAAC-1. We performed a series of experiments to determine whether levels of these transporters are altered in amygdala-kindled rats. Levels of GLT-1, GLAST, and EAAC-1 were examined in three brain regions (hippocampus, piriform cortex/amygdala, and limbic forebrain) by quantitative immunoblotting using subtype-specific antibodies. GLAST protein was down-regulated in the piriform cortex/amygdala region of kindled rats as early as 24 h after one stage 3 seizure and persisting through multiple stage 5 seizures. In contrast, kindling induced an increase in EAAC-1 levels in piriform cortex/amygdala and hippocampus once the animals had reached the stage 5 level. No changes in GLT-1 were observed in any region examined. Changes in transporter levels could contribute to the changes in glutamate levels seen with kindling.     

Seizure induces activation of multiple subtypes of neural progenitors and growth factors in hippocampus with neuronal maturation confined to dentate gyrus

Adult hippocampal neurogenesis is altered in response to different physiological and pathological stimuli. GFAP^+ve/nestin^+ve radial glial like Type-1 progenitors are considered to be the resident stem cell population in adult hippocampus. During neurogenesis these Type-1 progenitors matures to GFAP^−ve/nestin^+ve Type-2 progenitors and then to Type-3 neuroblasts and finally differentiates into granule cell neurons. In our study, using pilocarpine-induced seizure model, we showed that seizure initiated activation of multiple progenitors in the entire hippocampal area such as DG, CA1 and CA3. Seizure induction resulted in activation of two subtypes of Type-1 progenitors, Type-1a (GFAP^+ve/nestin^+ve/BrdU^+ve) and Type-1b (GFAP^+ve/nestin^+ve/BrdU^−ve). We showed that majority of Type-1b progenitors were undergoing only a transition from a state of dormancy to activated form immediately after seizures rather than proliferating, whereas Type-1a showed maximum proliferation by 3 days post-seizure induction. Type-2 (GFAP^−ve/nestin^+ve/BrdU^+ve) progenitors were few compared to Type-1. Type-3 (DCX^+ve) progenitors showed increased expression of immature neurons only in DG region by 3 days after seizure induction indicating maturation of progenitors happens only in microenvironment of DG even though progenitors are activated in CA1 and CA3 regions of hippocampus. Also parallel increase in growth factors expression after seizure induction suggests that microenvironmental niche has a profound effect on stimulation of adult neural progenitors.     

视频脑电图鉴别诊断癫痫患者睡眠障碍、认知障碍的临床价值研究

目的:探讨视频脑电图诊断癫痫患者睡眠障碍、认知障碍的临床价值。方法:选取2014年1月~2016年12月在我院神经内科进行诊治的癫痫患者236例作为癫痫组,另选取同期的健康患者家属或者其他健康体检者236例作为正常对照组,对两组进行视频脑电图联合睡眠参数分析;并对癫痫组视频脑电图联合认知参数进行分析。结果:癫痫组睡眠Ⅰ~Ⅱ期时间显著长于正常对照组且具有统计学差异(P=0.000),睡眠Ⅲ~Ⅳ期时间显著短于正常对照组且具有统计学差异(P=0.000),睡眠时相转换频率、觉醒指数均显著高于正常对照组且均具有统计学差异(P=0.000);清醒期、睡眠期不同痫样放电指数(IED)的WAIS-RC IQ和WMS-RC MQ均具有统计学差异(P0.05),10%IED≤50%者的WAIS-RC IQ和WMS-RC MQ均显著低于1%IED≤10%者且均具有统计学差异(P0.05),IED 10%可能是痫样放电影响患者认知功能的最低阈值。结论:视频脑电图在癫痫患者睡眠障碍、认知障碍识别中具有重要的临床价值。     

复杂性热性惊厥脑电图特征与癫痫发生的相关性

目的：探讨复杂性热性惊厥脑电图特征与癫痫发生的相关性。方法：2012年3 月到2014 年5 月选择在我院诊治为复杂性热性惊厥的呼吸道感染患儿86 例作为观察组,同期选择在我院诊治的非热性惊厥的呼吸道感染患儿86 例作为对照组,两组都进行脑电图监测与认知功能判定,对癫痫发生情况进行判定与分析。结果：观察组的言语智商、行为智商与总智商评分都明显低于对照组(P<0.05)。观察组的癫痫发生率为9.3 %,脑电图异常率为8.1 %;而对照组的癫痫发生率为1.2 %,脑电图异常率为2.3 %,对比差异都有统计学意义(P<0.05)。在观察组患儿中,Spearman 相关性分析显示脑电图异常与癫痫发生存在明显正向相关性(r=0.349,P<0.05)。结论：复杂性热性惊厥伴随有脑电图异常,与癫痫发生存在明显正向相关性,损害患儿的认知功能。     

Mechanisms of seizure propagation in a cortical model

We consider a mathematical model of mesoscopic human cortical ictal electrical activity. We compare the model results with ictal electrocortical data recorded from three human subjects and show how the two agree. We determine that, in the model system, seizures result from increased connectivity between excitatory and inhibitory cell populations, or from decreased connectivity within either excitatory or inhibitory cell populations. We compare the model results with the disinhibition and 4-AP models of epilepsy and suggest how the model may guide the development of new anticonvulsant therapies.