spindles

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  • 文章类型: Journal Article
    目的:睡眠纺锤波与皮质慢波和海马锐波波纹的耦合对于睡眠相关的记忆巩固至关重要。最近的文献证明,鼻呼吸调节大规模脑网络中的神经活动。在啮齿动物中,这种呼吸驱动根据警惕状态而强烈变化。睡眠振荡在人类中是否也受到呼吸调节仍然是开放的。在这项工作中,我们研究了在人类非快速眼动睡眠期间呼吸对睡眠纺锤波的影响。
    方法:分析了20名健康参与者的全夜多导睡眠图。在N2和N3阶段自动检测纺锤和慢波。根据呼吸阶段分析与主轴相关的sigma功率以及主轴和慢波事件。
    结果:我们发现了慢速和快速纺锤与呼吸周期之间的显著耦合,在呼气期的中间部分,具有增强的sigma活性和纺锤波发生概率。对于慢波负峰观察到不同的耦合,这些负峰分布在两个呼吸相变周围。
    结论:我们的研究结果表明,在非快速眼动睡眠期间,呼吸周期会影响大脑活动的动力学。
    结论:这种耦合可能使睡眠纺锤与其他睡眠振荡同步,并促进分布式大脑网络之间的信息传递。
    OBJECTIVE: Coupling of sleep spindles with cortical slow waves and hippocampus sharp-waves ripples is crucial for sleep-related memory consolidation. Recent literature evidenced that nasal respiration modulates neural activity in large-scale brain networks. In rodents, this respiratory drive strongly varies according to vigilance states. Whether sleep oscillations are also respiration-modulated in humans remains open. In this work, we investigated the influence of breathing on sleep spindles during non-rapid-eye-movement sleep in humans.
    METHODS: Full night polysomnography of twenty healthy participants were analysed. Spindles and slow waves were automatically detected during N2 and N3 stages. Spindle-related sigma power as well as spindle and slow wave events were analysed according to the respiratory phase.
    RESULTS: We found a significant coupling between both slow and fast spindles and the respiration cycle, with enhanced sigma activity and occurrence probability of spindles during the middle part of the expiration phase. A different coupling was observed for slow waves negative peaks which were rather distributed around the two respiration phase transitions.
    CONCLUSIONS: Our findings suggest that breathing cycle influences the dynamics of brain activity during non-rapid-eye-movement sleep.
    CONCLUSIONS: This coupling may enable sleep spindles to synchronize with other sleep oscillations and facilitate information transfer between distributed brain networks.
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  • 文章类型: Journal Article
    目的:阻塞性睡眠呼吸暂停(OSA)增加认知障碍的风险。从EEG测量睡眠微结构可能有助于识别有这种并发症风险的患者。
    方法:疑似OSA(n=1142)的参与者接受实验室多导睡眠图和完成睡眠和病史问卷,和全球认知测试(蒙特利尔认知评估,MoCA),记忆(Rey听觉言语学习测试,RAVLT)和信息处理速度(数字符号编码,DSC)。认知得分与2期NREM睡眠纺锤密度之间的关系,电源,频率和%-快(12-16Hz),比值比乘积(ORP),归一化EEG功率(EEGNP)和delta:alpha比率使用多变量线性回归(MLR)进行评估,性别,教育,和总睡眠时间。进行中介分析以确定睡眠微体系结构指数是否介导OSA对认知的负面影响。
    结果:中度和重度OSA参与者的所有主轴特征均较低(p≤0.001,与无/轻度OSA相比),并且与MoCA呈正相关,RAVLT和DSC评分(错误发现率校正p值,q≤0.026),除了主轴功率与RAVLT无关(q=0.185)。NREM睡眠期间的ORP(ORPNREM)在重度OSA参与者中最高(p≤0.001),但ORPNREM(q≥0.230)和delta:alpha比值均与MLR分析中的认知评分(q≥0.166)无关。在调解分析中,纺锤体密度和EEGNP(p≥0.048)介导的中度至重度OSA对MoCA评分的负面影响,而ORPNREM,主轴功率和%-快速主轴介导OSA对DSC评分的负面影响(p≤0.018)。
    结论:纺锤体活动改变,ORP和归一化EEG功率可能是OSA患者认知缺陷的重要原因。
    OBJECTIVE: Obstructive sleep apnea (OSA) increases the risk of cognitive impairment. Measures of sleep microarchitecture from EEG may help identify patients at risk of this complication.
    METHODS: Participants with suspected OSA (n=1142) underwent in-laboratory polysomnography and completed sleep and medical history questionnaires, and tests of global cognition (Montreal Cognitive Assessment, MoCA), memory (Rey Auditory Verbal Learning Test, RAVLT) and information processing speed (Digit-Symbol Coding, DSC). Associations between cognitive scores and stage 2 NREM sleep spindle density, power, frequency and %-fast (12-16Hz), odds-ratio product (ORP), normalized EEG power (EEGNP) and the delta:alpha ratio were assessed using multivariable linear regression (MLR) adjusted for age, sex, education, and total sleep time. Mediation analyses were performed to determine if sleep microarchitecture indices mediate the negative effect of OSA on cognition.
    RESULTS: All spindle characteristics were lower in participants with moderate and severe OSA (p≤0.001, versus no/mild OSA) and positively associated with MoCA, RAVLT and DSC scores (false discovery rate corrected p-value, q≤0.026), except spindle power which was not associated with RAVLT (q=0.185). ORP during NREM sleep (ORPNREM) was highest in severe OSA participants (p≤0.001) but neither ORPNREM (q≥0.230) nor the delta:alpha ratio were associated with cognitive scores in MLR analyses (q≥0.166). In mediation analyses, spindle density and EEGNP (p≥0.048) mediated moderate-to-severe OSA\'s negative effect on MoCA scores while ORPNREM, spindle power and %-fast spindles mediated OSA\'s negative effect on DSC scores (p≤0.018).
    CONCLUSIONS: Altered spindle activity, ORP and normalized EEG power may be important contributors to cognitive deficits in patients with OSA.
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  • 文章类型: Journal Article
    睡眠通过重新激活新形成的记忆轨迹来支持记忆巩固。研究睡眠中记忆再激活的一种方法是将睡眠中的大脑暴露于听觉检索线索;一种称为目标记忆再激活的范例。记忆线索的声学特性在多大程度上影响目标记忆重新激活的有效性,然而,受到的关注有限。我们通过探索言语和非言语记忆线索如何影响与睡眠中记忆重新激活相关的振荡活动来解决这个问题。51名健康的男性成年人学会了将视觉刺激与口语(言语提示)和环境声音(非言语提示)联系起来。然后在睡眠期间重放言语和非言语记忆线索的子集。口头提示的声音与学习匹配或不匹配。记忆提示(相对于未听到的控制提示)促使θ/α和主轴功率增加,这与睡眠相关的记忆处理密切相关。此外,言语记忆提示与非言语记忆提示相比,与主轴力的增强有关。匹配和不匹配的言语提示之间没有显着差异。我们的发现表明,言语记忆提示可能对触发睡眠中的记忆重新激活最有效,如放大的主轴响应所示。
    Sleep supports memory consolidation via the reactivation of newly formed memory traces. One way to investigate memory reactivation in sleep is by exposing the sleeping brain to auditory retrieval cues; a paradigm known as targeted memory reactivation. To what extent the acoustic properties of memory cues influence the effectiveness of targeted memory reactivation, however, has received limited attention. We addressed this question by exploring how verbal and non-verbal memory cues affect oscillatory activity linked to memory reactivation in sleep. Fifty-one healthy male adults learned to associate visual stimuli with spoken words (verbal cues) and environmental sounds (non-verbal cues). Subsets of the verbal and non-verbal memory cues were then replayed during sleep. The voice of the verbal cues was either matched or mismatched to learning. Memory cues (relative to unheard control cues) prompted an increase in theta/alpha and spindle power, which have been heavily implicated in sleep-associated memory processing. Moreover, verbal memory cues were associated with a stronger increase in spindle power than non-verbal memory cues. There were no significant differences between the matched and mismatched verbal cues. Our findings suggest that verbal memory cues may be most effective for triggering memory reactivation in sleep, as indicated by an amplified spindle response.
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  • 文章类型: Journal Article
    我们研究了衰老如何影响睡眠在巩固新学习的认知策略中的作用。包括40名健康的年轻人(20-35岁)和30名健康的老年人(60-85岁)。参与者接受了河内塔(ToH)任务的培训,然后,每个年龄组的一半被分配到90分钟的午睡条件,或者保持清醒,在重新测试之前。检查了NREM睡眠期间慢波(SW)和睡眠纺锤(SP)之间的时间共现,作为年龄与解决问题技能的记忆巩固有关的函数。我们发现尽管学习完整,与年轻人相比,老年人在解决问题能力方面的睡眠获益减少.不出所料,从对照到测试阶段,与较年轻的个体相比,年龄较大的偶合纺锤体百分比较低.此外,与老年人相比,年轻人的偶合纺锤体与SW北部的偶合纺锤体更强烈。与年轻组相比,老年个体的耦合纺锤体的振幅(曲线下平均面积;μV)较低。最后,在ToH上的离线精度增益与纺锤的百分比变化之间存在显着关系,该百分比变化与较旧的慢波的上升状态有关,但不是年轻的成年人。多元回归显示,年龄是离线准确度提高的原因,在上行状态下,主轴耦合也是如此。这些结果表明,随着年龄的增长,主轴慢波耦合减小。然而,与年龄耦合的保留程度与睡眠期间解决问题技能巩固的程度相关。
    We examined how aging affects the role of sleep in the consolidation of newly learned cognitive strategies. Forty healthy young adults (20-35 years) and 30 healthy older adults (60-85 years) were included. Participants were trained on the Tower of Hanoi (ToH) task, then, half of each age group were assigned to either the 90-minute nap condition, or stayed awake, before retesting. The temporal co-occurrence between slow waves (SW) and sleep spindles (SP) during non-rapid eye movement sleep was examined as a function of age in relation to memory consolidation of problem-solving skills. We found that despite intact learning, older adults derived a reduced benefit of sleep for problem-solving skills relative to younger adults. As expected, the percentage of coupled spindles was lower in older compared to younger individuals from control to testing sessions. Furthermore, coupled spindles in young adults were more strongly coupled to the SW upstate compared to older individuals. Coupled spindles in older individuals were lower in amplitude (mean area under the curve; μV) compared to the young group. Lastly, there was a significant relationship between offline gains in accuracy on the ToH and percent change of spindles coupled to the upstate of the slow wave in older, but not younger adults. Multiple regression revealed that age accounted for differences in offline gains in accuracy, as did spindle coupling during the upstate. These results suggest that with aging, spindle-slow wave coupling decreases. However, the degree of the preservation of coupling with age correlates with the extent of problem-solving skill consolidation during sleep.
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  • 文章类型: Journal Article
    目的:睡眠通过慢波睡眠(SWS)期间特定振荡事件的精确时间协调来支持系统记忆巩固,即,新皮层缓慢振荡(SOs),丘脑纺锤,和海马波纹。在婴儿中也观察到睡眠对记忆的有益影响,虽然有贡献的地区,尤其是海马和额叶皮层,是不成熟的。这里,我们在大鼠中检查了这些振荡事件的发展及其在早期生命中的耦合。
    方法:记录雄性大鼠在出生后第26天和第32天睡眠期间的EEG和海马局部场电位(LFP),大致对应于早期(1-2年)和晚期(9-10年)人类童年,在一组成年大鼠中(14-18周,相当于人类的~22-29岁)。
    结果:SO和主轴振幅通常从PD26增加到PD32。并行,额皮质脑电图纺锤波的密度和频率增加,而海马波纹的变化仍然不显着。与纺锤体共存的SO的比例也从PD26增加到PD32。尽管顶叶皮质纺锤体在PD26时已被锁相到去极化的SO-上升状态,但直到PD32才出现额叶皮质SO-纺锤体锁相。童年时海马波纹与纺锤体的共现高于成年大鼠,但是仅在成年大鼠中观察到波纹到可兴奋的纺锤体槽的显着相位锁定。
    结论:结果表明,特别是在额皮质网络中,同步丘脑皮质处理的发展已持续进行(即,正面SO-主轴联轴器)。然而,丘脑皮层网络内的同步通常先于丘脑皮层与海马处理的同步,这通过纺锤体-波纹相位耦合的延迟发生来反映。
    OBJECTIVE: Sleep supports systems memory consolidation through the precise temporal coordination of specific oscillatory events during slow-wave sleep, i.e. the neocortical slow oscillations (SOs), thalamic spindles, and hippocampal ripples. Beneficial effects of sleep on memory are also observed in infants, although the contributing regions, especially hippocampus and frontal cortex, are immature. Here, we examined in rats the development of these oscillatory events and their coupling during early life.
    METHODS: EEG and hippocampal local field potentials were recorded during sleep in male rats at postnatal days (PD)26 and 32, roughly corresponding to early (1-2 years) and late (9-10 years) human childhood, and in a group of adult rats (14-18 weeks, corresponding to ~22-29 years in humans).
    RESULTS: SO and spindle amplitudes generally increased from PD26 to PD32. In parallel, frontocortical EEG spindles increased in density and frequency, while changes in hippocampal ripples remained nonsignificant. The proportion of SOs co-occurring with spindles also increased from PD26 to PD32. Whereas parietal cortical spindles were phase-locked to the depolarizing SO-upstate already at PD26, over frontal cortex SO-spindle phase-locking emerged not until PD32. Co-occurrence of hippocampal ripples with spindles was higher during childhood than in adult rats, but significant phase-locking of ripples to the excitable spindle troughs was observed only in adult rats.
    CONCLUSIONS: Results indicate a protracted development of synchronized thalamocortical processing specifically in frontocortical networks (i.e. frontal SO-spindle coupling). However, synchronization within thalamocortical networks generally precedes synchronization of thalamocortical with hippocampal processing as reflected by the delayed occurrence of spindle-ripple phase-coupling.
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  • 文章类型: Journal Article
    流逝的时刻如何变成持久的记忆?免受外部任务和干扰,睡眠是大脑重新处理和巩固先前经验的最佳状态。最近的工作表明,整合是由缓慢振荡(SOs)的复杂相互作用控制的,主轴,和涟漪-电生理睡眠节律,协调记忆电路内部和之间的神经元处理和通信。这篇综述描述了顺序的SO-纺锤体-波纹耦合如何提供时间和空间上的微调机制,以选择性地增强海马和皮层网络中的目标记忆。耦合的睡眠节律不仅可以用来增强夜间记忆保持力,还可以对抗与健康衰老和神经退行性疾病相关的记忆力下降。
    How do passing moments turn into lasting memories? Sheltered from external tasks and distractions, sleep constitutes an optimal state for the brain to reprocess and consolidate previous experiences. Recent work suggests that consolidation is governed by the intricate interaction of slow oscillations (SOs), spindles, and ripples - electrophysiological sleep rhythms that orchestrate neuronal processing and communication within and across memory circuits. This review describes how sequential SO-spindle-ripple coupling provides a temporally and spatially fine-tuned mechanism to selectively strengthen target memories across hippocampal and cortical networks. Coupled sleep rhythms might be harnessed not only to enhance overnight memory retention, but also to combat memory decline associated with healthy ageing and neurodegenerative diseases.
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  • 文章类型: Journal Article
    目的:身体第一帕金森病(PD)假说表明,最初的肠道路易体病理最初在到达黑质之前传播到脑桥,随后发展到间脑和皮质水平,推测可能发生在患有快速眼动睡眠行为障碍(RBD)的PD中的疾病过程。我们旨在探索结肠磷酸化α-突触核蛋白组织病理学(PASH)与非快速眼动(NREM)睡眠和觉醒多导睡眠图标记所证明的间脑或皮质功能障碍之间的潜在关联。
    方法:在一项涉及43例接受临床检查的PD患者的研究中,直肠乙状结肠镜检查,多导睡眠图,我们使用整装免疫染色在结肠活检中检测到PASH。我们对NREM睡眠和唤醒脑电图(EEG)进行了视觉半定量分析,通过自动量化NREM睡眠的纺锤和慢波特征证实了这一点,和尾流主导频率,然后根据睡眠和唤醒脑电图特征确定可能的亚利桑那州PD阶段分类。
    结果:视觉分析与自动量化的主轴特征和尾流主导频率保持一致。改变NREM睡眠和唤醒参数与PD严重程度的标志物相关,结肠PASH,和RBD诊断。结肠PASH频率也与可能的亚利桑那州PD阶段分类平行增加。
    结论:结肠PASH与广泛的大脑睡眠和觉醒功能障碍密切相关,提示PD中病理过程的广泛扩散。多导睡眠图信号的视觉和自动分析提供了有用的标记,以评估PD中的隐性脑功能障碍。
    OBJECTIVE: The body-first Parkinson\'s disease (PD) hypothesis suggests initial gut Lewy body pathology initially propagates to the pons before reaching the substantia nigra, and subsequently progresses to the diencephalic and cortical levels, a disease course presumed to likely occur in PD with rapid eye movement sleep behavior disorder (RBD). We aimed to explore the potential association between colonic phosphorylated alpha-synuclein histopathology (PASH) and diencephalic or cortical dysfunction evidenced by non-rapid eye movement (NREM) sleep and wakefulness polysomnographic markers.
    METHODS: In a study involving 43 patients with PD who underwent clinical examination, rectosigmoidoscopy, and polysomnography, we detected PASH on colonic biopsies using whole-mount immunostaining. We performed a visual semi-quantitative analysis of NREM sleep and wake electroencephalography (EEG), confirmed it with automated quantification of spindle and slow wave features of NREM sleep, and the wake dominant frequency, and then determined probable Arizona PD stage classifications based on sleep and wake EEG features.
    RESULTS: The visual analysis aligned with the automated quantified spindle characteristics and the wake dominant frequency. Altered NREM sleep and wake parameters correlated with markers of PD severity, colonic PASH, and RBD diagnosis. Colonic PASH frequency also increased in parallel to probable Arizona PD stage classifications.
    CONCLUSIONS: Colonic PASH is strongly associated with widespread brain sleep and wake dysfunction, suggesting an extensive diffusion of the pathologic process in PD. Visual and automated analyses of polysomnography signals provide useful markers to gauge covert brain dysfunction in PD.
    BACKGROUND: Name: SYNAPark, URL: https://clinicaltrials.gov/study/NCT01748409, registration: NCT01748409.
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  • 文章类型: Journal Article
    空间导航是阿尔茨海默病(AD)早期影响的海马-内嗅回路功能的关键基础。越来越多的证据表明,AD病理生理学与睡眠/觉醒周期动态相互作用,损害海马记忆。为了阐明有症状的AD患者(n=12,71.25±2.16岁)的睡眠依赖性巩固,我们通过虚拟现实任务测试海马位置学习,并通过单词对关联任务在睡眠前后进行言语记忆。我们的结果表明,与口头任务中的对照相比,AD中的夜间记忆保留受损,伴随着睡眠纺锤活动的显著减少(即,较低振幅的快速睡眠纺锤波,p=0.016)和缓慢振荡的持续时间增加(SO;p=0.019)。更高的主轴密度,在SO内更快地从下到上状态转换,SO和嵌套纺锤体之间的时间延迟可以预测健康对照者的记忆表现,而不是AD患者。我们的结果表明,在非REM睡眠过程中,功能失调的振荡动力学和纺锤体-SO耦合反映了AD的记忆处理和记忆巩固功能。在这项基于动物实验范式的转化研究中,扩展了健康衰老和临床前疾病阶段的先前工作,我们在有症状的AD中的结果进一步加深了对睡眠和AD病理之间双向关系中记忆力下降的理解.
    Spatial navigation critically underlies hippocampal-entorhinal circuit function that is early affected in Alzheimer\'s disease (AD). There is growing evidence that AD pathophysiology dynamically interacts with the sleep/wake cycle impairing hippocampal memory. To elucidate sleep-dependent consolidation in a cohort of symptomatic AD patients (n = 12, 71.25 ± 2.16 years), we tested hippocampal place learning by means of a virtual reality task and verbal memory by a word-pair association task before and after a night of sleep. Our results show an impaired overnight memory retention in AD compared with controls in the verbal task, together with a significant reduction of sleep spindle activity (i.e., lower amplitude of fast sleep spindles, p = 0.016) and increased duration of the slow oscillation (SO; p = 0.019). Higher spindle density, faster down-to-upstate transitions within SOs, and the time delay between SOs and nested spindles predicted better memory performance in healthy controls but not in AD patients. Our results show that mnemonic processing and memory consolidation in AD is slightly impaired as reflected by dysfunctional oscillatory dynamics and spindle-SO coupling during NonREM sleep. In this translational study based on experimental paradigms in animals and extending previous work in healthy aging and preclinical disease stages, our results in symptomatic AD further deepen the understanding of the memory decline within a bidirectional relationship of sleep and AD pathology.
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  • 文章类型: Journal Article
    众所周知,睡眠可以促进中风后的恢复。然而,中风后人脑中睡眠振荡的数据很少。最近的啮齿动物研究表明,生理纺锤体的复苏与睡眠缓慢振荡(SO)以及伴随而来的病理性δ(δ)波的减少与中风恢复期间持续的运动性能提高有关。这项研究的目的是评估非快速眼动(NREM)睡眠振荡(即SO,δ波,主轴,及其嵌套)在中风后患者中与健康对照受试者。我们分析了住院中风患者(n=5)和健康受试者(n=3)的NREM标记的脑电图(EEG)数据。我们使用横向指数来评估跨半球NREM振荡的对称性。我们发现中风受试者的振荡有明显的不对称性,在SOs占主导地位的情况下,δ波,主轴,和嵌套的纺锤在受影响的半球,与健康受试者相比。最近的临床前工作将SO嵌套的纺锤体分类为恢复性中风后,将δ波嵌套的纺锤体分类为病理性。我们发现,在中风受试者中,SO嵌套的纺锤体侧向指数与δ波嵌套的纺锤体侧向指数的比率较低。使用线性混合模型(包括并发药物的随机效应),我们发现δ波嵌套主轴和SO嵌套主轴的大和中效应大小,分别。我们在这项初步研究中的结果表明,考虑NREM振荡的侧向指数可能是评估中风后恢复的有用指标,并且在针对中风后神经康复的睡眠调节时,考虑药物可能很重要。
    Sleep is known to promote recovery post-stroke. However, there is a paucity of data profiling sleep oscillations in the post-stroke human brain. Recent rodent work showed that resurgence of physiologic spindles coupled to sleep slow oscillations (SOs) and concomitant decrease in pathological delta (δ) waves is associated with sustained motor performance gains during stroke recovery. The goal of this study was to evaluate bilaterality of non-rapid eye movement (NREM) sleep-oscillations (namely SOs, δ-waves, spindles, and their nesting) in post-stroke patients vs. healthy control subjects. We analyzed NREM-marked electroencephalography (EEG) data in hospitalized stroke-patients (n = 5) and healthy subjects (n = 3). We used a laterality index to evaluate symmetry of NREM oscillations across hemispheres. We found that stroke subjects had pronounced asymmetry in the oscillations, with a predominance of SOs, δ-waves, spindles, and nested spindles in affected hemisphere, when compared to the healthy subjects. Recent preclinical work classified SO-nested spindles as restorative post-stroke and δ-wave-nested spindles as pathological. We found that the ratio of SO-nested spindles laterality index to δ-wave-nested spindles laterality index was lower in stroke subjects. Using linear mixed models (which included random effects of concurrent pharmacologic drugs), we found large and medium effect size for δ-wave nested spindle and SO-nested spindle, respectively. Our results in this pilot study indicate that considering laterality index of NREM oscillations might be a useful metric for assessing recovery post-stroke and that factoring in pharmacologic drugs may be important when targeting sleep modulation for neurorehabilitation post-stroke.
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  • 文章类型: Journal Article
    背景:虽然儿童的睡眠和他们的白天功能之间的联系已经建立,人们对支持情绪健康的睡眠的微观结构特征知之甚少。在健康儿童中研究这些关系可能会提供对适应性情绪发展的见解。因此,我们研究了非快速眼动(N2)睡眠纺锤波与基于状态和特征的情绪测量之间的关联。
    方法:30名没有精神疾病的儿童(7-11岁)的样本完成了基线评估,一天晚上在家多导睡眠图(PSG),以及第二天的实验室情绪状态评估,包括对情感图像的自我报告唤醒。基于特质的焦虑和抑郁测量以及品味,积极的情绪调节策略,也完成了。N2睡眠主轴参数,包括主轴密度(数量/分钟)和中心区域的峰值频率,使用自动算法检测到。
    结果:更大的纺锤密度与对负面情感图像的基于状态的情绪唤醒降低显着相关,更大的纺锤体峰值频率与更多的基于特征的品味使用相关。然而,纺锤参数均与儿童焦虑或抑郁症状无关.
    结论:研究结果与先前的研究一致并扩展,表明N2睡眠纺锤波支持学龄儿童的适应性情绪功能。
    While connections between children\'s sleep and their daytime functioning are well established, less is known about the microstructural features of sleep that support emotional wellbeing. Investigating these relationships in healthy children may provide insight into adaptive emotional development. We therefore examined associations between non-rapid eye movement (N2) sleep spindles and both state- and trait-based measures of emotion.
    A sample of 30 children (7-11 years) without psychiatric disorders completed a baseline assessment, one night of at-home polysomnography (PSG), and an in-lab emotional state assessment the next day including self-reported arousal in response to affective images. Trait-based measures of anxiety and depression as well as savoring, a positive emotion regulatory strategy, were also completed. N2 sleep spindle parameters, including spindle density (number/min) and peak frequency in central regions, were detected using an automated algorithm.
    Greater spindle density was significantly associated with decreased state-based emotional arousal towards negative affective images, and greater spindle peak frequency was associated with greater trait-based use of savoring. However, neither spindle parameter was associated with child anxiety or depressive symptoms.
    Findings align with and expand on prior research to suggest that N2 sleep spindles support adaptive emotional functioning in school-aged children.
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