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Neurofibromin 1 regulates early developmental sleep in Drosophila 神经纤维蛋白1调节果蝇早期发育睡眠
Q2 Medicine Pub Date : 2023-08-09 DOI: 10.1016/j.nbscr.2023.100101
Jaclyn Durkin , Amy R. Poe , Samuel J. Belfer , Anyara Rodriguez , Si Hao Tang , James A. Walker , Matthew S. Kayser

Sleep disturbances are common in neurodevelopmental disorders, but knowledge of molecular factors that govern sleep in young animals is lacking. Evidence across species, including Drosophila, suggests that juvenile sleep has distinct functions and regulatory mechanisms in comparison to sleep in maturity. In flies, manipulation of most known adult sleep regulatory genes is not associated with sleep phenotypes during early developmental (larval) stages. Here, we examine the role of the neurodevelopmental disorder-associated gene Neurofibromin 1 (Nf1) in sleep during numerous developmental periods. Mutations in Neurofibromin 1 (Nf1) are associated with sleep and circadian disorders in humans and adult flies. We find in flies that Nf1 acts to regulate sleep across the lifespan, beginning during larval stages. Nf1 is required in neurons for this function, as is signaling via the Alk pathway. These findings identify Nf1 as one of a small number of genes positioned to regulate sleep across developmental periods.

睡眠障碍在神经发育障碍中很常见,但对控制幼年动物睡眠的分子因素缺乏了解。包括果蝇在内的各物种的证据表明,与成熟期睡眠相比,幼年期睡眠具有不同的功能和调节机制。在果蝇中,大多数已知的成年睡眠调节基因的操作与发育早期(幼虫)阶段的睡眠表型无关。在这里,我们研究了神经发育障碍相关基因神经纤维蛋白1(Nf1)在许多发育期睡眠中的作用。神经纤维蛋白1(Nf1)的突变与人类和成年苍蝇的睡眠和昼夜节律紊乱有关。我们在苍蝇身上发现,从幼虫阶段开始,Nf1在整个生命周期中起调节睡眠的作用。神经元需要Nf1来实现这一功能,通过Alk途径发出信号也是如此。这些发现将Nf1确定为少数在发育期调节睡眠的基因之一。
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引用次数: 0
The unified theory of sleep: Eukaryotes endosymbiotic relationship with mitochondria and REM the push-back response for awakening 统一的睡眠理论:真核生物与线粒体和快速眼动的内共生关系——觉醒的推回反应
Q2 Medicine Pub Date : 2023-07-06 DOI: 10.1016/j.nbscr.2023.100100
Graham Joseph Adams , Philip A. O'Brien

The Unified Theory suggests that sleep is a process that developed in eukaryotic animals from a relationship with an endosymbiotic bacterium. Over evolutionary time the bacterium evolved into the modern mitochondrion that continues to exert an effect on sleep patterns, e.g. the bacterium Wolbachia establishes an endosymbiotic relationship with Drosophila and many other species of insects and is able to change the host's behaviour by making it sleep. The hypothesis is supported by other host-parasite relationships, e.g., Trypanosoma brucei which causes day-time sleepiness and night-time insomnia in humans and cattle. For eukaryotes such as Monocercomonoids that don't contain mitochondria we find no evidence of them sleeping.

Mitochondria produce the neurotransmitter gamma aminobutyric acid (GABA), and ornithine a precursor of the neurotransmitter GABA, together with substances such as 3,4dihydroxy phenylalanine (DOPA) a precursor for the neurotransmitter dopamine: These substances have been shown to affect the sleep/wake cycles in animals such as Drosophilia and Hydra.

Eukaryote animals have traded the very positive side of having mitochondria providing aerobic respiration for them with the negative side of having to sleep. NREM (Quiet sleep) is the process endosymbionts have imposed upon their host eukaryotes and REM (Active sleep) is the push-back adaptation of eukaryotes with brains, returning to wakefulness.

统一理论认为,睡眠是真核动物与内共生细菌关系发展而来的过程。随着进化的时间,这种细菌进化成了现代线粒体,并继续对睡眠模式产生影响,例如,沃尔巴克氏菌与果蝇和许多其他昆虫物种建立了内共生关系,并能够通过使宿主睡眠来改变其行为。这一假设得到了其他宿主-寄生虫关系的支持,例如布鲁氏锥虫,它会导致人和牛白天嗜睡和夜间失眠。对于不含线粒体的真核生物,如单核类,我们没有发现它们睡觉的证据。线粒体产生神经递质γ-氨基丁酸(GABA)和神经递质GABA的前体鸟氨酸,以及神经递质多巴胺的前体3,4-二羟基苯丙氨酸(DOPA)等物质:这些物质已被证明会影响果蝇和九头蛇等动物的睡眠/觉醒周期。真核动物将线粒体为它们提供有氧呼吸的积极一面与必须睡眠的消极一面进行了交换。NREM(安静睡眠)是内共生体强加给宿主真核生物的过程,REM(主动睡眠)是真核生物与大脑的后推适应,恢复清醒。
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引用次数: 0
Lack of association between behavioral development and simplified topographical markers of the sleep EEG in infancy 婴儿期行为发展和睡眠脑电图简化地形标志物之间缺乏相关性
Q2 Medicine Pub Date : 2023-06-19 DOI: 10.1016/j.nbscr.2023.100098
Matthieu Beaugrand , Valeria Jaramillo , Andjela Markovic , Reto Huber , Malcolm Kohler , Sarah F. Schoch , Salome Kurth

The sleep EEG mirrors neuronal connectivity, especially during development when the brain undergoes substantial rewiring. As children grow, the slow-wave activity (SWA; 0.75–4.25 Hz) spatial distribution in their sleep EEG changes along a posterior-to-anterior gradient. Topographical SWA markers have been linked to critical neurobehavioral functions, such as motor skills, in school-aged children. However, the relationship between topographical markers in infancy and later behavioral outcomes is still unclear. This study aims to explore reliable indicators of neurodevelopment in infants by analyzing their sleep EEG patterns. Thirty-one 6-month-old infants (15 female) underwent high-density EEG recordings during nighttime sleep. We defined markers based on the topographical distribution of SWA and theta activity, including central/occipital and frontal/occipital ratios and an index derived from local EEG power variability. Linear models were applied to test whether markers relate to concurrent, later, or retrospective behavioral scores, assessed by the parent-reported Ages & Stages Questionnaire at ages 3, 6, 12, and 24 months. Results indicate that the topographical markers of the sleep EEG power in infants were not significantly linked to behavioral development at any age. Further research, such as longitudinal sleep EEG in newborns, is needed to better understand the relationship between these markers and behavioral development and assess their predictive value for individual differences.

睡眠脑电图反映了神经元的连接,尤其是在大脑经历大量重新布线的发育过程中。随着儿童的成长,他们睡眠脑电图中的慢波活动(SWA;0.75–4.25 Hz)空间分布沿前后梯度变化。地形SWA标记与学龄儿童的关键神经行为功能(如运动技能)有关。然而,婴儿时期的地形标志物与后来的行为结果之间的关系仍然不清楚。本研究旨在通过分析婴儿的睡眠脑电图模式,探索婴儿神经发育的可靠指标。31名6个月大的婴儿(15名女性)在夜间睡眠期间接受了高密度脑电图记录。我们根据SWA和θ活动的地形分布定义了标记,包括中央/枕部和额/枕部比率,以及从局部EEG功率变异性得出的指数。应用线性模型来测试标记物是否与同期、后期或回顾性行为评分有关,由父母报告的年龄和年龄进行评估;3、6、12和24个月大的阶段问卷。结果表明,婴儿睡眠脑电图功率的地形标志物与任何年龄的行为发展都没有显著联系。需要进一步的研究,如新生儿的纵向睡眠脑电图,以更好地了解这些标志物与行为发展之间的关系,并评估其对个体差异的预测价值。
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引用次数: 0
Cardiorespiratory changes associated with micro-arousals during naps 小睡时与微觉醒相关的心肺变化
Q2 Medicine Pub Date : 2023-05-01 DOI: 10.1016/j.nbscr.2023.100093
Elpidio Attoh-Mensah, Ivan Igor-Gaez, Lydie Vincent, Nicolas Bessot, Clément Nathou, Olivier Etard

The autonomic nervous system (ANS) and the central nervous system (CNS) interplay during sleep, particularly during phasic events such as micro-arousals, has been the subject of several studies. The underlying mechanisms of such relationship which remain unclear, specifically during daytime sleep, were partly investigated in this study. Napping polysomnography was performed on two occasions at least one week apart in 15 healthy subjects. The following cardiorespiratory variables were extracted from the recordings: tachogram, pulse transit time (PTT), pulse wave amplitude, respiratory cycle amplitude, and frequency. Two experts first detected micro-arousal events, then, cardiorespiratory variables were averaged by 30-s epochs over 2 min centered on the onset of the micro-arousals. We found that in the 30 s preceding the arousal events as detected on the electroencephalogram (EEG) recordings, there was a decrease in tachogram, pulse wave amplitude, and PTT values while the respiratory amplitude increased. These changes were more prominent in stage N2 and N3 sleep than in stage N1. The present findings provide new insights into the autonomic changes during the pre-arousal period in daytime naps, as all the variables investigated suggest a sympathetic physiological origin for the changes.

自主神经系统(ANS)和中枢神经系统(CNS)在睡眠期间的相互作用,特别是在微觉醒等阶段性事件期间,一直是几项研究的主题。这种关系的潜在机制尚不清楚,特别是在白天睡眠期间,本研究对其进行了部分研究。对15名健康受试者进行了两次多导睡眠图检查,间隔至少一周。从记录中提取以下心肺变量:速度图、脉冲传输时间(PTT)、脉搏波振幅、呼吸周期振幅和频率。两位专家首先检测到微觉醒事件,然后,以微觉醒开始为中心,在2分钟内以30秒的时间段对心肺变量进行平均。我们发现,在脑电图(EEG)记录中检测到的唤醒事件之前的30秒内,速度图、脉搏波振幅和PTT值都有所下降,而呼吸振幅则有所增加。这些变化在N2和N3睡眠阶段比N1睡眠阶段更显著。目前的研究结果为白天小睡前觉醒期的自主神经变化提供了新的见解,因为所研究的所有变量都表明这些变化的交感生理来源。
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引用次数: 1
Activation of mGluR1 negatively modulates glutamate-induced phase shifts of the circadian pacemaker in the mouse suprachiasmatic nucleus mGluR1的激活负调控谷氨酸诱导的小鼠视交叉上核昼夜节律起搏器的相移
Q2 Medicine Pub Date : 2023-05-01 DOI: 10.1016/j.nbscr.2023.100089
Yoon Sik Kim , C Justin Lee , Ji-Hyeon Kim , Young-Beom Kim , Christopher S. Colwell , Yang In Kim

In mammals, photic information delivered to the suprachiasmatic nucleus (SCN) via the retinohypothalamic tract (RHT) plays a crucial role in synchronizing the master circadian clock located in the SCN to the solar cycle. It is well known that glutamate released from the RHT terminals initiates the synchronizing process by activating ionotropic glutamate receptors (iGluRs) on retinorecipient SCN neurons. The potential role of metabotropic glutamate receptors (mGluRs) in modulating this signaling pathway has received less attention. In this study, using extracellular single-unit recordings in mouse SCN slices, we investigated the possible roles of the Gq/11 protein-coupled mGluRs, mGluR1 and mGluR5, in photic resetting. We found that mGluR1 activation in the early night produced phase advances in neural activity rhythms in the SCN, while activation in the late night produced phase delays. In contrast, mGluR5 activation had no significant effect on the phase of these rhythms. Interestingly, mGluR1 activation antagonized phase shifts induced by glutamate through a mechanism that was dependent upon CaV1.3 L-type voltage-gated Ca2+ channels (VGCCs). While both mGluR1-evoked phase delays and advances were inhibited by knockout (KO) of CaV1.3 L-type VGCCs, different signaling pathways appeared to be involved in mediating these effects, with mGluR1 working via protein kinase G in the early night and via protein kinase A signaling in the late night. We conclude that, in the mouse SCN, mGluR1s function to negatively modulate glutamate-evoked phase shifts.

在哺乳动物中,通过视网膜-下丘脑束(RHT)传递到视交叉上核(SCN)的光信息在使位于SCN的主昼夜节律时钟与太阳周期同步方面发挥着至关重要的作用。众所周知,从RHT末端释放的谷氨酸通过激活视网膜受体SCN神经元上的离子型谷氨酸受体(iGluRs)来启动同步过程。代谢型谷氨酸受体(mGluRs)在调节该信号通路中的潜在作用较少受到关注。在本研究中,使用小鼠SCN切片中的细胞外单单位记录,我们研究了Gq/11蛋白偶联的mGluRs、mGluR1和mGluR5在光重置中的可能作用。我们发现,mGluR1在深夜的激活导致SCN神经活动节律的相位提前,而在深夜的活化则导致相位延迟。相反,mGluR5的激活对这些节律的相位没有显著影响。有趣的是,mGluR1激活通过一种依赖于CaV1.3L型电压门控Ca2+通道(VGCC)的机制拮抗谷氨酸诱导的相移。虽然mGluR1引起的相位延迟和进展都被CaV1.3L型VGCC的敲除(KO)所抑制,但不同的信号通路似乎参与了介导这些效应,mGlu1在深夜通过蛋白激酶G和蛋白激酶A信号传导。我们的结论是,在小鼠SCN中,mGluR1s的功能是负调节谷氨酸诱发的相移。
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引用次数: 0
Ontogenesis of the molecular response to sleep loss 睡眠损失分子反应的个体发生
Q2 Medicine Pub Date : 2023-05-01 DOI: 10.1016/j.nbscr.2023.100092
Christine M. Muheim , Kaitlyn Ford , Elizabeth Medina , Kristan Singletary , Lucia Peixoto , Marcos G. Frank

Sleep deprivation (SD) results in profound cellular and molecular changes in the adult mammalian brain. Some of these changes may result in, or aggravate, brain disease. However, little is known about how SD impacts gene expression in developing animals. We examined the transcriptional response in the prefrontal cortex (PFC) to SD across postnatal development in male mice. We used RNA sequencing to identify functional gene categories that were specifically impacted by SD. We find that SD has dramatically different effects on PFC genes depending on developmental age. Gene expression differences after SD fall into 3 categories: present at all ages (conserved), present when mature sleep homeostasis is first emerging, and those unique to certain ages. Developmentally conserved gene expression was limited to a few functional categories, including Wnt-signaling which suggests that this pathway is a core mechanism regulated by sleep. In younger ages, genes primarily related to growth and development are affected while changes in genes related to metabolism are specific to the effect of SD in adults.

睡眠剥夺(SD)导致成年哺乳动物大脑发生深刻的细胞和分子变化。其中一些变化可能会导致或加重脑部疾病。然而,人们对SD如何影响发育中动物的基因表达知之甚少。我们检测了雄性小鼠出生后发育过程中前额叶皮层(PFC)对SD的转录反应。我们使用RNA测序来确定受SD特异性影响的功能基因类别。我们发现,SD对PFC基因的影响因发育年龄而异。SD后的基因表达差异分为3类:在所有年龄段都存在(保守),在成熟睡眠稳态首次出现时存在,以及特定年龄段特有的。发育保守的基因表达仅限于几个功能类别,包括Wnt信号传导,这表明该途径是睡眠调节的核心机制。在年轻人中,主要与生长发育相关的基因会受到影响,而与代谢相关的基因变化则是成人SD影响的特异性基因。
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引用次数: 0
Loss of sleep when it is needed most – Consequences of persistent developmental sleep disruption: A scoping review of rodent models 最需要睡眠的时候睡眠不足——持续发育性睡眠中断的后果:啮齿动物模型的范围界定综述
Q2 Medicine Pub Date : 2023-05-01 DOI: 10.1016/j.nbscr.2022.100085
Noah E.P. Milman , Carolyn E. Tinsley , Ravikiran M. Raju , Miranda M. Lim

Sleep is an essential component of development. Developmental sleep disruption (DSD) impacts brain maturation and has been associated with significant consequences on socio-emotional development. In humans, poor sleep during infancy and adolescence affects neurodevelopmental outcomes and may be a risk factor for the development of autism spectrum disorder (ASD) or other neuropsychiatric illness. Given the wide-reaching and enduring consequences of DSD, identifying underlying mechanisms is critical to best inform interventions with translational capacity. In rodents, studies have identified some mechanisms and neural circuits by which DSD causes later social, emotional, sensorimotor, and cognitive changes. However, these studies spanned methodological differences, including different developmental timepoints for both sleep disruption and testing, different DSD paradigms, and even different rodent species. In this scoping review on DSD in rodents, we synthesize these various studies into a cohesive framework to identify common neural mechanisms underlying DSD-induced dysfunction in brain and behavior. Ultimately, this review serves the goal to inform the generation of novel translational interventions for human developmental disorders featuring sleep disruption.

睡眠是发育的重要组成部分。发育性睡眠障碍(DSD)影响大脑成熟,并对社会情绪发展产生重大影响。在人类中,婴儿期和青春期睡眠不足会影响神经发育结果,可能是自闭症谱系障碍(ASD)或其他神经精神疾病发展的风险因素。鉴于DSD的广泛影响和持久后果,确定潜在机制对于具有转化能力的干预措施提供最佳信息至关重要。在啮齿类动物中,研究已经确定了DSD引起后期社会、情绪、感觉运动和认知变化的一些机制和神经回路。然而,这些研究跨越了方法上的差异,包括睡眠中断和测试的不同发育时间点,不同的DSD范式,甚至不同的啮齿动物物种。在这篇关于啮齿动物DSD的范围综述中,我们将这些不同的研究综合成一个连贯的框架,以确定DSD诱导的大脑和行为功能障碍的常见神经机制。最终,这篇综述的目的是为以睡眠中断为特征的人类发育障碍的新的转化干预措施的产生提供信息。
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引用次数: 3
Repetitive mild traumatic brain injury alters central and peripheral clock gene expression in the adolescent rat 重复性轻度创伤性脑损伤改变青少年大鼠中枢和外周时钟基因表达
Q2 Medicine Pub Date : 2023-05-01 DOI: 10.1016/j.nbscr.2023.100090
Marissa Sgro , Susanne Ellens , Zoe N. Kodila , Jennaya Christensen , Crystal Li , Richelle Mychasiuk , Glenn R. Yamakawa

Mild traumatic brain injury (mTBI) or concussion is a common injury worldwide leading to substantial medical costs and a high burden on society. In adolescents, falls and sports related trauma are often the causes of mTBI. Importantly, critical brain growth and development occurs during this sensitive period making the prospect of a brain injury a worrying phenomenon. Upwards of 70% of patients report circadian disruption following these injuries and this has been shown to impede recovery. Therefore, we sought to determine if core circadian clock gene expression was disrupted in rat model of repetitive mTBI (RmTBI). Male and female adolescent rats (n = 129) received sham or RmTBI. The animals were then euthanized at different times throughout the day and night. Tissue from the hypothalamus, cerebellum, hippocampus, liver, and small intestine were evaluated for the expression of per1, per2, cry1, clock, bmal1 and rev-erb-α. We found most clock genes varied across the day/night indicating circadian expression patterns. In the hypothalamus we found RmTBI altered the expression of cry1 and bmal1 in addition to sex differences in per2, cry1, clock, bmal1 and rev-erb- α. In the cerebellum, per1, per2, cry1, clock, bmal1 and rev-erb-α rhythms were all knocked out by RmTBI in addition to sex differences in cry1, clock and bmal1 expression. We also detected a significant decrease in overall expression of all clock genes in males in the middle of the night. In the hippocampus we found that RmTBI changed the rhythm of rev-erb-α expression in addition to sex differences in bmal1 expression. In the liver we detected strong rhythms in all genes examined, however only per2 expression was knocked out by RmTBI, in addition we also detected sex differences in per2 and cry1. We also detected an overall decrease in female clock gene expression in the early night. In the small intestine, RmTBI altered cry1 expression and there were sex differences in rev-erb-α. These results indicate that RmTBI alters core circadian clock gene expression in the central and peripheral nervous system in a time, tissue and sex dependent manner. This may be disrupting important phase relationships between the brain and peripheral nervous system and contributing to post-injury symptomology and also highlights the importance for time and sex dependent assessment of injury outcomes.

轻度创伤性脑损伤(mTBI)或脑震荡是世界范围内常见的损伤,导致高昂的医疗费用和社会负担。在青少年中,跌倒和运动相关的创伤通常是mTBI的原因。重要的是,关键的大脑生长和发育发生在这一敏感时期,这使得脑损伤的前景令人担忧。超过70%的患者报告说,这些损伤后昼夜节律紊乱,这已被证明会阻碍康复。因此,我们试图确定重复mTBI(RmTBI)大鼠模型中核心昼夜节律时钟基因表达是否被破坏。雄性和雌性青春期大鼠(n=129)接受假手术或RmTBI。然后,在白天和晚上的不同时间对这些动物实施安乐死。评估下丘脑、小脑、海马、肝脏和小肠组织中per1、per2、cry1、clock、bmal1和rev-erb-α的表达。我们发现,大多数时钟基因在昼夜之间变化,表明昼夜节律的表达模式。在下丘脑中,我们发现RmTBI改变了cry1和bmal1的表达,此外还改变了per2、cry1、clock、bmal1和rev-erb-α的性别差异。在小脑中,除了cry1、clock和bmal1表达的性别差异外,per1、per2、cry1,clock、bmal1和rev-erb-α节律都被RmTBI敲除。我们还检测到,男性在半夜所有时钟基因的总体表达都显著下降。在海马中,我们发现RmTBI除了改变bmal1表达的性别差异外,还改变了rev-erb-α表达的节律。在肝脏中,我们在所有检查的基因中都检测到了强烈的节律,然而只有per2的表达被RmTBI敲除,此外,我们还检测到per2和cry1的性别差异。我们还发现,女性时钟基因表达在深夜总体上有所下降。在小肠中,RmTBI改变了cry1的表达,并且rev-erb-α存在性别差异。这些结果表明,RmTBI以时间、组织和性别依赖的方式改变了中枢和外周神经系统中的核心昼夜节律时钟基因表达。这可能会破坏大脑和外周神经系统之间的重要阶段关系,有助于损伤后的症状学,也突出了对损伤结果进行时间和性别依赖性评估的重要性。
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引用次数: 1
Circadian profile, daytime activity, and the Parkinson's phenotype: A motion sensor pilot study with neurobiological underpinnings 昼夜节律、日间活动和帕金森氏症表型:一项具有神经生物学基础的运动传感器初步研究
Q2 Medicine Pub Date : 2023-05-01 DOI: 10.1016/j.nbscr.2023.100094
Massimo Marano , Jessica Rosati , Alessandro Magliozzi , Alessia Casamassa , Alessia Rappa , Gabriele Sergi , Miriam Iannizzotto , Ziv Yekutieli , Angelo Luigi Vescovi , Vincenzo Di Lazzaro

Circadian rhythm impairment may play a role in Parkinson's disease (PD) pathophysiology. Recent literature associated circadian rhythm features to the risk of developing Parkinson and to its progression through stages. The association between the chronotype and the phenotype should be verified on a clinical and biological point of view. Herein we investigate the chronotype of a sample of 50 PD patients with the Morningness Eveningness Questionnaire and monitor their daily activity with a motion sensor embedded in a smartphone. Fibroblasts were collected from PD patients (n = 5) and from sex/age matched controls (n = 3) and tested for the circadian expression of clock genes (CLOCK, BMAL1, PER1, CRY1), and for cell morphology, proliferation, and death. Our results show an association between the chronotype and the PD phenotype. The most representative clinical chronotypes were “moderate morning” (56%), the “intermediate” (24%) and, in a minor part, the “definite morning” (16%). They differed for axial motor impairment, presence of motor fluctuations and quality of life (p < 0.05). Patients with visuospatial dysfunction and patients with a higher PIGD score had a blunted motor daily activity (p = 0.006 and p = 0.001, respectively), independently by the influence of age and other motor scores. Fibroblasts obtained by PD patients (n = 5) had an impaired BMAL1 cycle compared to controls (n = 3, p = 0.01). Moreover, a PD flat BMAL1 profile was associated with the lowest cell proliferation and the largest cell morphology. This study contributes to the growing literature on CR abnormalities in the pathophysiology of Parkinson's disease providing a link between the clinical and biological patient chronotype and the disease phenomenology.

昼夜节律损害可能在帕金森病(PD)的病理生理学中发挥作用。最近的文献将昼夜节律特征与帕金森病的发病风险及其分期进展联系起来。时间型和表型之间的关联应该从临床和生物学的角度进行验证。在此,我们使用晨兴-夜间问卷调查了50名帕金森病患者的时间类型,并使用嵌入智能手机的运动传感器监测他们的日常活动。从PD患者(n=5)和性别/年龄匹配的对照组(n=3)中收集成纤维细胞,并测试时钟基因(clock、BMAL1、PER1、CRY1)的昼夜节律表达,以及细胞形态、增殖和死亡。我们的研究结果显示了时间型和PD表型之间的关联。最具代表性的临床时间类型是“适度早晨”(56%)、“中等早晨”(24%)和“明确早晨”(16%)。他们在轴向运动损伤、运动波动和生活质量方面存在差异(p<0.05)。视空间功能障碍患者和PIGD评分较高的患者的运动日活动减弱(分别为p=0.006和p=0.001),这与年龄和其他运动评分的影响无关。与对照组(n=3,p=0.01)相比,PD患者(n=5)获得的成纤维细胞BMAL1周期受损。此外,PD平坦的BMAL1图谱与最低的细胞增殖和最大的细胞形态有关。这项研究为越来越多的关于帕金森病病理生理学中CR异常的文献做出了贡献,提供了临床和生物患者时间型与疾病现象学之间的联系。
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引用次数: 3
Extracting continuous sleep depth from EEG data without machine learning 无需机器学习从脑电数据中提取连续睡眠深度
Q2 Medicine Pub Date : 2023-05-01 DOI: 10.1016/j.nbscr.2023.100097
Claus Metzner , Achim Schilling , Maximilian Traxdorf , Holger Schulze , Konstantin Tziridis , Patrick Krauss

The human sleep-cycle has been divided into discrete sleep stages that can be recognized in electroencephalographic (EEG) and other bio-signals by trained specialists or machine learning systems. It is however unclear whether these human-defined stages can be re-discovered with unsupervised methods of data analysis, using only a minimal amount of generic pre-processing. Based on EEG data, recorded overnight from sleeping human subjects, we investigate the degree of clustering of the sleep stages using the General Discrimination Value as a quantitative measure of class separability. Virtually no clustering is found in the raw data, even after transforming the EEG signals of each 30-s epoch from the time domain into the more informative frequency domain. However, a Principal Component Analysis (PCA) of these epoch-wise frequency spectra reveals that the sleep stages separate significantly better in the low-dimensional sub-space of certain PCA components. In particular the component C1(t) can serve as a robust, continuous ‘master variable’ that encodes the depth of sleep and therefore correlates strongly with the ‘hypnogram’, a common plot of the discrete sleep stages over time. Moreover, C1(t) shows persistent trends during extended time periods where the sleep stage is constant, suggesting that sleep may be better understood as a continuum. These intriguing properties of C1(t) are not only relevant for understanding brain dynamics during sleep, but might also be exploited in low-cost single-channel sleep tracking devices for private and clinical use.

人类的睡眠周期被划分为离散的睡眠阶段,这些阶段可以通过受过训练的专家或机器学习系统在脑电图(EEG)和其他生物信号中识别。然而,目前尚不清楚这些人为定义的阶段是否可以通过无监督的数据分析方法重新发现,只使用最少量的通用预处理。基于睡眠中的受试者夜间记录的脑电图数据,我们使用一般判别值作为类别可分性的定量测量来研究睡眠阶段的聚类程度。在原始数据中几乎没有发现聚类,即使在将每个30秒时期的EEG信号从时域转换到信息更丰富的频域之后也是如此。然而,对这些历元频谱的主成分分析(PCA)表明,睡眠阶段在某些PCA成分的低维子空间中分离得明显更好。特别是分量C1(t)可以作为一个稳健、连续的“主变量”,对睡眠深度进行编码,因此与“睡眠图”(离散睡眠阶段随时间变化的常见图)密切相关。此外,C1(t)在睡眠阶段恒定的延长时间段内显示出持续的趋势,这表明睡眠可以更好地理解为一个连续体。C1(t)的这些有趣特性不仅与理解睡眠期间的大脑动力学有关,而且可能被用于私人和临床使用的低成本单通道睡眠跟踪设备。
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引用次数: 4
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Neurobiology of Sleep and Circadian Rhythms
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