脑电信息处理

脑电信息处理是脑功能研究重要组成部分。本文介绍了脑电信息处理的前沿领域,包括诱发电位、事件相关电位（ＥＲＰ）、正弦调制光（声）诱发脑电、４０ＨｚＥＲＰ和脑电非线笥动力学研究,并论及了认知活动与分形维数的关系。     

胃电的非线性动力学分析

我们用非线性动力学的方法分析了两例健康人的胃电图（Ｅｌｅｃｔｒｏｇａｓｔｒｏｇｒａｍ,简称ＥＧＧ）,得出它的功率谱、计算了它的关联维数和最大Ｌｙａｐｕｎｏｖ指数。结果显示：它的功率谱为一有尖峰的连续谱;其关联维数介于６和７之间;它的最大Ｌｖａａｕｎｏｖ指数大于０。由此,我们可以初步推知ＥＧＧ不是随机噪声,它服从确定性的动力学规律。     

对脑电相关维数计算中有关参数的探讨

应用Ｇｒａｓｓｂｅｒｇｅｒ－Ｐｒｏｃａｃｉａ ａｌｇｏｒｉｔｈｍ算法,通过点列长度、时间延迟、嵌入维数等参数的变化,对人的８导脑电时间序列的相关维数值的影响进行了研究。结果表明不仅参数的选用是否合理对计算值影响很大,而且脑电信号不像是一个稳定的混沌吸引子,因此拟用相关维数作用一项客观指标来准确地表示大脑的不同功能状态,几乎是不可能的。     

短时记忆容量与40Hz脑电事件相关电位分维特性的相关性研究

我们采用不同组块数的汉字词组作为刺激事件,研究了在短时记忆过程中４０Ｈｚ脑电事件相关电位（４０Ｈｚ ＥＲＰｓ）的分维特性。通过短时记忆容量与４０Ｈｚ ＥＲＰｓ分维特性的相关分析,发现在测试组块数在７附近时,４０Ｈｚ ＥＲＰｓ分维数分形维数特性发生了突变,表现为左右半球分维数值相对大小的反转和同一半球内分维数的突降。这与心理学分析得到的汉字短时记忆容量在６、７个组块数附近的结合相吻合。     

基于大脑皮层互信息理论的睡眠分级研究

睡眠的分级研究是睡眠状况分析和睡眠质量评价的前提和基本内容。目前国际通用的睡眠分级方法,是利用脑电信号另加脑功能信号（如肌电图、眼动电流图）,且必须由人工来判别分析的。大脑皮层互信息理论是研究脑功能变化的有力工具。通过动态计算睡眠脑电四个导联之间的互信息时间序列的复杂度,并利用一个三层的人工神经网络进行六个级别的分类,6例720个不同时期的睡眠片段的测试表明,系统睡眠分级与人工分级的总相符率达到90.83％,且实现了睡眠动态自动分级。神经网络的学习功能,可使系统的准确率进一步提高,逐渐接近或达到人工分级的水平。     

基于奇异值第一主成分的睡眠脑电分期方法研究

目的:脑电信号含多种噪声和伪迹,信噪比较低,特征提取前必须进行复杂的预处理,严重影响睡眠分期的速度。鉴于此,本文提出一种基于奇异值第一主成分的睡眠脑电分期方法,该方法抗噪性能较强,可省去预处理过程,减少计算量,提高睡眠分期的效率。方法:对未经过预处理的睡眠脑电进行奇异系统分析,研究奇异谱曲线,提取奇异值第一主成分,探索其随睡眠状态变化的规律。并通过支持向量机利用奇异值第一主成分对睡眠分期。结果:奇异值第一主成分不仅能表征脑电信号主体,而且可以抑制噪声、降低维数。随着睡眠的深入,奇异值第一主成分的值逐渐增大,但在REM期处于S1期和S2期之间。经MIT-BIH睡眠数据库中5例同导联位置的脑电数据测试(仅1导脑电数据),睡眠脑电分期的准确率达到86.4%。结论:在未对脑电信号进行预处理的情况下,提取的睡眠脑电的奇异值第一主成分能有效表征睡眠状态,是一种有效的睡眠分期依据。本文运用提出的方法仅采用1导脑电数据,就能得到较为满意的睡眠分期结果。该方法有较强的分类性能,且抗噪能力强,不需要对脑电作复杂的预处理,计算量小,方法简单,很大程度上提高了睡眠分期的效率。     

睡眠的体液调节机制

目前对睡眠的测定尚无理想的直接方法,通常由一些生理指标如脑电图,肌电图,脑内温度变化,眼球运动来推测。根据睡眠过程中所记录的这些生理指标,可将睡眠分为两个主要时相,即快动眼期（ＲＥＭＳ）和非快动眼期（ＮＲＥＭＳ）。一次睡眠是由清醒、ＲＥＭＳ和ＮＲＥＭ...     

关于可以表示成自仿射分形的生物体两种维数的计算

分形维数分析已经有效地被用来确定某些生物过程的主要特征。然而某些分形维数的计算还有待用新的数学方法来进一步研究和推广．而且人们普遍认为一些“自然分形”的盒维数和豪斯托夫维数都相等,但仍未用相关的数学理论来证明．本文就是研究象羊齿叶、青草等这样的“自然分形”两种维数的计算问题,得出了两个新结果．     

经颅磁刺激对癫痫病灶脑电相关维数的影响

利用脑功能指标——大鼠病灶区脑电的相关维数,研究低频经颅磁刺激对慢性颞叶癫痫大鼠脑功能改善的作用。对一组颞叶癫痫大鼠施予频率为0．5Hz、强度为0．4T、20次／日、连续一周的低频重复性经颅磁刺激(rTMS)．在rTMS前后,分别测取颞叶癫痫大鼠责任病灶区皮层和海马区的脑电,重构时间延迟吸引子,用G-P算法估算反映对应脑区功能状态的相关维数。研究结果显示：施予适量的rTMS(0.4T、20次／日、连续一周),使颞叶癫痫大鼠海马和相应皮层脑电的相关维数比刺激前明显升高。研究表明适量的rTMS有抑制癫痫的作用。     

复杂性与脑功能

EEG代表了大脑活动的一种电信号,但是用它来研究脑的功能活动是非常困难的.近年来由于非线性动力学的新发展,为我们提供了从一维EEG的时间序列提取脑的多维动力系统的信息,其中一个重要的方法是测量“关联维数”,但发现EEG是非平稳的混沌态,分维的知识只能给出系统的几何特征.而非平稳性表现出的是动态特性.因此我们对EEC的“复杂性”进行了研究,并与其它已知的标准的奇异吸引子做了比较.     

NONLINEAR BEHAVIOR OF HUMAN RESPIRATORY MOVEMENT DURING DIFFERENT SLEEP STAGES

To investigate the nonlinear properties of respiratory movement during different sleep stages, we applied an algorithm proposed by Grassberger and Procaccia to calculate the correlation dimension in rapid eye movement and non-rapid eye movement sleep. We also tested for nonlinearity in respiratory movement by comparing the correlation dimension for the original data with that for surrogate data. The study population included eight healthy volunteers. We recorded respiratory movement and the sleep electroencephalogram for 8 h. The correlation dimension for respiratory movement was 3.28 ± 0.19 (mean ± SD) during rapid eye movement sleep, 2.31 ± 0.21 during light sleep (stage I) and 1.64 ± 0.25 during deep slow-wave sleep (stage IV). Thus, the correlation dimension differed significantly by sleep stage (p < 0.001): it was least during stage IV sleep and greatest during REM. The correlation dimension for the original data also differed from that for surrogate data, confirming nonlinearity in original data. The results suggest that the nonlinear dynamics of respiratory movement in sleep changes with sleep stage, presumably due to the information processing by the cerebral cortex. The increased correlation dimension for respiratory movement in REM sleep may be related to increased cortical information processing associated with dreaming. (Chronobiology International, 18(1), 71–83, 2001)     

CONTRIBUTION OF CIRCADIAN PHYSIOLOGY AND SLEEP HOMEOSTASIS TO AGE-RELATED CHANGES IN HUMAN SLEEP

The circadian pacemaker and sleep homeostasis play pivotal roles in vigilance state control. It has been hypothesized that age-related changes in the human circadian pacemaker, as well as sleep homeostatic mechanisms, contribute to the hallmarks of age-related changes in sleep, that is, earlier wake time and reduced sleep consolidation. Assessments of circadian parameters in healthy young (～20–30 years old) and older people (～65–75 years old)—in the absence of the confounding effects of sleep, changes in posture, and light exposure—have demonstrated that an earlier wake time in older people is accompanied by about a 1h advance of the rhythms of core body temperature and melatonin. In addition, older people wake up at an earlier circadian phase of the body temperature and plasma melatonin rhythm. The amplitude of the endogenous circadian component of the core body temperature rhythm assessed during constant routine and forced desynchrony protocols is reduced by 20–30% in older people. Recent assessments of the intrinsic period of the human circadian pacemaker in the absence of the confounding effects of light revealed no age-related reduction of this parameter in both sighted and blind individuals. Wake maintenance and sleep initiation are not markedly affected by age except that sleep latencies are longer in older people when sleep initiation is attempted in the early morning. In contrast, major age-related reductions in the consolidation and duration of sleep occur at all circadian phases. Sleep of older people is particularly disrupted when scheduled on the rising limb of the temperature rhythm, indicating that the sleep of older people is more susceptible to arousal signals genernpated by the circadian pacemaker. Sleep-homeostatic mechanisms, as assayed by the sleep-deprivation–induced increase of EEG slow-wave activity (SWA), are operative in older people, although during both baseline sleep and recovery sleep SWA in older people remains at lower levels. The internal circadian phase advance of awakening, as well as the age-related reduction in sleep consolidation, appears related to an age-related reduction in the promotion of sleep by the circadian pacemaker during the biological night in combination with a reduced homeostatic pressure for sleep. Early morning light exposure associated with this advance of awakening in older people could reinforce the advanced circadian phase. Quantification of the interaction between sleep homeostasis and circadian rhythmicity contributes to understanding age-related changes in sleep timing and quality. (Chronobiology International, 17(3), 285–311, 2000)     

SLEEP LOGS OF YOUNG ADULTS WITH SELF-SELECTED SLEEP TIMES PREDICT THE DIM LIGHT MELATONIN ONSET

The purpose of this study was to determine whether a sleep log parameter could be used to estimate the circadian phase of normal, healthy, young adults who sleep at their normal times, and thus naturally have day-to-day variability in their times of sleep. Thus, we did not impose any restrictions on the sleep schedules of our subjects (n=26). For 14 d, they completed daily sleep logs that were verified with wrist activity monitors. On day 14, salivary melatonin was sampled every 30 min in dim light from 19:00 to 07:30h to determine the dim light melatonin onset (DLMO). Daily sleep parameters (onset, midpoint, and wake) were taken from sleep logs and averaged over the last 5, 7, and 14 d before determination of the DLMO. The mean DLMO was 22:48±01:30 h. Sleep onset and wake time averaged over the last 5 d were 01:44±01:41 and 08:44±01:26 h, respectively. The DLMO was significantly correlated with sleep onset, midpoint, and wake time, but was most strongly correlated with the mean midpoint of sleep from the last 5 d (r=0.89). The DLMO predicted using the mean midpoint of sleep from the last 5 d was within 1 h of the DLMO determined from salivary melatonin for 92% of the subjects; in no case did the difference exceed 1.5 h. The correlation between the DLMO and the score on the morningness-eveningness questionnaire was significant but comparatively weak (r=-0.48). We conclude that the circadian phase of normal, healthy day-active young adults can be accurately predicted using sleep times recorded on sleep logs (and verified by actigraphy), even when the sleep schedules are irregular.     

CONSEQUENCES OF SHIFTWORKING ON SLEEP DURATION,SLEEPINESS, AND SLEEP ATTACKS

Rotating shift and permanent night work arrangements are known to compromise sleep. This study examined the effects of work schedule on sleep duration, excessive sleepiness, sleep attacks, driving, and domestic/professional accidents. A representative sample of the general population of the state of New York—3,345 individuals ≥18 yrs of age—was interviewed by telephone regarding their sleep and psychiatric and organic disorders. Multivariate models were applied to derive odds ratios (OR) after adjustment for age, sex, physical illness, mental disorders, obstructive sleep apnea, and sleep duration. On average (±SE), workers slept 6.7?±?1.5?h, but 40% slept <6.5?h/main sleep episode. Short-sleep duration (<6?h) was strongly associated with fixed night (OR: 1.7) and day-evening-night shiftwork arrangement (OR: 1.9). Some 20% of the workers manifested excessive sleepiness in situations requiring high attention, and it was associated with the fixed night (OR: 3.3) and day-evening-night work arrangements (OR: 1.5). Overall, 5% of the workers reported sleep attacks; however, they occurred three-times more frequently in the fixed night (15.3%) than other work arrangements (OR: 3.2). Driving accidents during the previous 12 months were reported by 3.6% of the workers and were associated with fixed night (OR: 3.9) and day-evening-night (OR: 2.1) work schedules. The findings of this study indicate that working outside the regular daytime hours was strongly associated with shorter sleep duration, sleepiness, and driving accident risk. Night work is the most disrupting, as it is associated with insufficient sleep during the designated rest span and excessive sleepiness and sleep attacks during the span of activity, with an associated consequence being increased driving accident risk. (Author correspondence: mohayon@stanford.edu)     

CIRCADIAN RHYTHMS AND SLEEP IN HUMAN AGING

This issue of Chronobiology International is dedicated to the age-related changes in circadian rhythms as they occur in humans. It seems timely to give an overview of the knowledge and hypotheses on these changes now that we enter a century in which the number and percentage of elderly in the population will be unprecedented. Although we should take care not to follow the current tendency to think of old age as a disease—ignoring the fine aspects of being old—there is definitely an age-related increase in the risk of a number of conditions that are at least uncomfortable.

Circadian rhythms have been attributed adaptive values that usually go unnoticed, but can surface painfully clear when derangements occur. Alterations in the regulation of circadian rhythms are thought to contribute to the symptoms of a number of conditions for which the risk is increased in old age (e.g., sleep disturbances, dementia, and depression). A multidisciplinary approach to investigate the mechanisms of age-related changes in circadian regulation eventually may result in treatment strategies that will improve the quality of life of the growing number of elderly.

Although diverse topics are addressed in this issue, the possible mechanisms by which a deranged circadian timing system may be involved in sleep disturbances receives the most attention. This seems appropriate in view of the numerous studies that have addressed this relation in the last decade and also because of the high frequency and strong impact of sleep disturbances in the elderly. This introduction to the special issue first briefly addresses the impact of disturbed sleep in the elderly to show that the development of therapeutic methods other than the currently available pharmacological treatments should be given high priority. I believe that chronobiological insights may play an important role in the development of rational therapeutical methods.(Chronobiology International, 17(3), 233–243, 2000)     

METABOLISM OF BRAIN DURING SLEEP AND WAKEFULNESS

Abstract— The levels in brain of lactate, pyruvate, creatine phosphate, ATP, ADP and AMP were examined in sleeping and waking adult rats. The animals were monitored electrophysiologically and the biochemical measurements were made after approx. 25 min of sleep or wakefulness. The previous treatment of the animals had a marked effect on the levels of brain metabolites during sleep. In animals not acclimatized to the observation chamber, brain levels of lactate and pyruvate rose during sleep above those in the waking state: creatine phosphate and ATP were depressed somewhat. When the animals were acclimatized by being placed in the observation chamber for at least 2 h on four or more consecutive days prior to the experiment, sleep was accompanied by a depression of brain levels of lactate and pyruvate and slight elevations of brain levels of creatine phosphate and ATP. No significant differences in the EEG recordings were noted between the sleeping rats of the acclimatized and non-acclimatized groups. These observations on the effect of acclimatization on brain metabolism during sleep may have clinical relevance in man.     

CIRCADIAN VARIABILITY OF BILIRUBIN IN HEALTHY MEN DURING NORMAL SLEEP AND AFTER AN ACUTE SHIFT OF SLEEP

Bilirubin is a laboratory test widely used for patient care, especially neonatal patients and patients with anemia or suspected liver disorders. Bilirubin has also been shown to be associated with sleep pattern and oxidative stress. The aim of this study was to investigate the variation of bilirubin in a group of healthy individuals with normal night sleep as well as during acutely displaced sleep, as sleep timing varies immensely between individuals while clinical samples are still mainly taken in the morning. We studied the diurnal variation of bilirubin during night-sleep and day-sleep conditions in seven healthy volunteers. Serum samples were collected every hour (50 samples/individual) to evaluate the effect of different sampling times and sleep displacement on the test results. The mean acrophases (peak time) occurred at 10.6?h during the night-sleep condition and at 18.4?h during the day-sleep condition. The diurnal intraindividual variation was high during both the night-sleep and day-sleep conditions, with coefficients of variation (CV) in the range of 12.8 to 42.5%. The diurnal variation was higher during the day compared to night-sleep condition. Thus, bilirubin sampling should be restricted to the morning, preferably after a normal night sleep, to minimize intraindividual variation. (Author correspondence: anders.larsson@akademiska.se)     

OLFACTORY DECREMENTS AS A FUNCTION OF TWO NIGHTS OF SLEEP DEPRIVATION

We recently reported that odor identification accuracy declined significantly following 24 h of continuous wakefulness. In the present study, we attempted to extend these findings by testing odor identification accuracy when the duration of wakefulness was more than doubled to over 52 h. The accuracy of odor identification decreased significantly following this period of extended wakefulness, although performance decrements were similar in magnitude to those previously reported following 24 h without sleep. These findings suggest that sleep loss impairs the ability to correctly identify common odors, but this effect does not appear to be exacerbated by additional sleep loss beyond the first 24 h.     

CHRONOTYPES AND SUBJECTIVE SLEEP PARAMETERS IN EPILEPSY PATIENTS: A LARGE QUESTIONNAIRE STUDY

Accumulating evidence suggests epilepsy and seizures may influence circadian rhythms and that circadian rhythms may influence epilepsy. It is also conceivable that seizure timing influences the timing of daily activities, sleeping, and wakefulness (i.e., chronotype). Only one group has studied the distribution of chronotypes of epileptics, showing significant differences between the diurnal activity patterns in two groups of patients with different epilepsy syndromes. The authors performed a questionnaire-based study of 200 epilepsy patients to compare the distribution of chronotypes and subjective sleep parameters of sleep duration and time of mid-sleep on free days to the distribution in the general population (n?=?4042). Within this large group of epilepsy patients, we also compared the chronotypes of subsamples with well-defined epilepsy syndromes, i.e., temporal lobe epilepsy [TLE; n?=?46], frontal lobe epilepsy [FLE; n?=?30], and juvenile myoclonic epilepsy [JME; n?=?38]. In addition, 27 patients who had had surgery for TLE were compared with those with TLE who had not had surgery. Both the Morningness-Eveningness Questionnaire and Munich Chronotype Questionnaire were used to determine chronotypes and subjective sleep parameters. Significant differences in morningness/eveningness distribution, timing of mid-sleep (corrected for sleep duration), and total sleep time on free days were found between epileptics and healthy controls. Those with epilepsy were more morning oriented, had earlier mid-sleep on free days, and longer sleep duration on free days (p?<?.001). However, distributions of chronotypes and sleep parameters between the groups of people with TLE, FLE, and JME did not differ. Persons who had surgery for TLE had similar morningness-eveningness parameters and similar sleep durations compared to those without surgery, but mid-sleep on free days was earlier in operated patients (p?=?.039). In conclusion, this is the first large study focusing on chronotypes in people with epilepsy. We show that the distribution of chronotypes and subjective sleep parameters of epileptics, in general, is different from that of healthy controls. Nevertheless, no differences are observed between patients with specified epilepsy syndromes, although they exhibit seizures with different diurnal patterns. Our results suggest that epilepsy, itself, rather than seizure timing, has a significant influence on chronotype behavior and subjective sleep parameters. (Author correspondence: w.hofstra@mst.nl)     

侧脑室注射促甲状腺激素释放激素对大鼠睡眠—觉醒的影响

采用多导睡眠描记术研究了例脑室注射促甲状腺激素释放激素(TRH)对正常大鼠和去甲状腺大鼠睡眠-觉醒的影响。在正常大鼠,TRH引起觉醒增加,浅慢波睡眠(SWS_1)、深慢波睡眠(SWS_2)和总睡眠时间(TST)均减少,异相睡眠(PS)消失,SWS_1、SWS_2和PS的潜伏期均显著延长,给药后立即产生效应并在1h内达高峰。去甲状腺对大鼠的睡眠-觉醒无明显影响,注射TRH后引起的效应与正常大鼠相似。结果提示TRH有促进大鼠觉醒的作用,对各睡眠时相均有抑制作用,其作用部位可能在下丘脑以外的中枢结构。