Brain Waves

脑波
  • 文章类型: Journal Article
    全球对体育锻炼(PE)对人类健康的重要性的认识已导致对其对皮质活动的影响的研究增加。神经振荡,这是大脑活动的突出特征,作为研究PE对脑功能影响的关键指标。现有的研究支持PE改变各种类型的神经振荡的观点。虽然在运动科学中存在脑电图相关文献,尚未对运动对健康人群的影响进行全面审查。鉴于运动对神经可塑性的影响,特别是皮质振荡活动,必须巩固对这一现象的研究。因此,这篇综述旨在总结过去十年来许多关于脑神经调节机制的PE研究,涵盖(1)抵抗和有氧训练通过神经振荡对大脑健康的影响;(2)身心锻炼如何影响人类神经活动和认知功能;(3)PE通过神经振荡机制对大脑健康和神经退行性疾病康复的年龄相关影响;(4)结论和未来方向。总之,PE对皮质活动的影响是一个多方面的过程,这篇综述旨在全面审查和总结现有的关于PE如何调节大脑中神经活动的研究,为个性化体育项目的开发和进一步研究提供了较为科学的理论基础。
    The global recognition of the importance of physical exercise (PE) for human health has resulted in increased research on its effects on cortical activity. Neural oscillations, which are prominent features of brain activity, serve as crucial indicators for studying the effects of PE on brain function. Existing studies support the idea that PE modifies various types of neural oscillations. While EEG-related literature in exercise science exists, a comprehensive review of the effects of exercise specifically in healthy populations has not yet been conducted. Given the demonstrated influence of exercise on neural plasticity, particularly cortical oscillatory activity, it is imperative to consolidate research on this phenomenon. Therefore, this review aims to summarize numerous PE studies on neuromodulatory mechanisms in the brain over the past decade, covering (1) effects of resistance and aerobic training on brain health via neural oscillations; (2) how mind-body exercise affects human neural activity and cognitive functioning; (3) age-Related effects of PE on brain health and neurodegenerative disease rehabilitation via neural oscillation mechanisms; and (4) conclusion and future direction. In conclusion, the effect of PE on cortical activity is a multifaceted process, and this review seeks to comprehensively examine and summarize existing studies\' understanding of how PE regulates neural activity in the brain, providing a more scientific theoretical foundation for the development of personalized PE programs and further research.
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  • 文章类型: Journal Article
    目的:精神分裂症(SCZ)是全球流行的,严重的慢性精神障碍,认知功能障碍是其核心症状之一。值得注意的是,超重在SCZ患者中非常普遍,超重也会影响认知功能。因此,SCZ中超重与认知的关系是一个需要研究关注的临床问题。
    方法:本研究纳入77例SCZ患者,包括36名超重和41名非超重患者。阳性和阴性综合征量表(PANSS)用于评估症状严重程度,而使用可重复的神经心理状态评估电池(RBANS)评估认知功能。进行了脑电图(EEG)测试,在不同频带上进行功率谱分析(δ,θ,α,β,低γ,和高γ)。
    结果:与非超重SCZ患者相比,那些超重的人在即时记忆中表现出显著较低的RBANS总分和指数得分,视觉空间/构造能力,延迟记忆。EEG频谱分析显示,超重SCZ患者在β,低γ,和高γ频段相比,它们的非超重频段。相关分析表明,在超重SCZ患者中,β波活动与RBANS总分之间存在显着正相关。提示β功率降低与更严重的认知功能障碍相关。
    结论:我们的研究结果表明,超重的SCZ患者在静息状态下的认知障碍比那些不超重的患者更严重,在β和γ频段观察到的EEG频谱存在显着差异。此外,我们的研究建立了各种脑电频谱维度与认知之间的相关性。这项研究强调了超重对SCZ患者认知的影响。此外,使用EEG技术研究超重SCZ患者的认知功能可以提供有价值的电生理见解。
    OBJECTIVE: Schizophrenia (SCZ) is a globally prevalent, severe chronic mental disorder, with cognitive dysfunction being one of its core symptoms. Notably, overweight is exceedingly common among individuals with SCZ, and overweight can also impact cognitive function. Therefore, the relationship between overweight and cognition in SCZ is a clinical issue that is in need of research attention.
    METHODS: This study enrolled 77 patients with SCZ, including 36 overweight and 41 non-overweight patients. The Positive and Negative Syndrome Scale (PANSS) was used to assess symptom severity, while cognitive functions were evaluated using the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS). Electroencephalography (EEG) testing was performed, with power spectral analysis conducted across various frequency bands (δ, θ, α, β, low γ, and high γ).
    RESULTS: Compared to non-overweight SCZ patients, those overweight exhibited significantly lower RBANS total and index scores in immediate memory, visuospatial/constructional abilities, and delayed memory. EEG spectral analysis revealed that overweight SCZ patients demonstrated significantly lower oscillation power ratios in the β, low γ, and high γ frequency bands compared to their non-overweight counterparts. Correlation analyses indicated a significant positive relationship between β wave activity and RBANS total scores among overweight SCZ patients, suggesting that reduced β power correlates with more severe cognitive dysfunction.
    CONCLUSIONS: Our findings indicate that overweight SCZ patients experience more severe cognitive impairments in a resting state than those who are not overweight, with significant differences in EEG spectrum observed in the β and γ frequency bands. Additionally, our study establishes a correlation between various EEG spectrum dimensions and cognition. This research highlights the effects of overweight on cognition in individuals with SCZ. Additionally, employing EEG technology to study cognitive function in overweight SCZ patients can offer valuable electrophysiological insights.
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  • 文章类型: Journal Article
    脑电图神经反馈训练(EEGNFT)旨在通过教运动员控制精神状态来提高运动表现,导致更好的认知,情感,和物理结果。精神运动效率假说表明,优化大脑功能可以增强运动能力,指示EEGNFT的潜力。然而,EEG-NFT改变关键大脑活动模式的能力的证据,例如感觉运动节律和额叶中线theta键,用于集中和放松-尚未完全建立。目前的研究缺乏规范的方法和全面的研究。这种不足是由于脑电图目标选择不一致以及训练中对连贯性的关注不足。这篇综述旨在为脑电目标选择提供经验支持。进行详细的控制分析,并检查电极和频率与精神运动效率假说的关系的特异性。按照PRISMA方法,2869项实证研究来自PubMed,科学直接,WebofScience,Embase,CNKI,和PsycINFO。13项研究符合纳入标准:(i)熟练的技能水平;(ii)脑电图的使用;(iii)神经反馈训练(NFT);(iv)运动表现指标(反应时间,精度,灵巧,平衡);(v)用于NFT比较的对照组;(vi)同行评审的英文出版物;(vii)随机对照试验(RCT)设计。研究表明,NFT可以提高运动性能,包括提高拍摄精度,高尔夫推杆,和整体运动技能,精神运动效率假说支持。EEGNFT显示出通过优化表演者的精神状态和精神运动效率来提高运动表现的潜力。然而,当前的研究主体受到不一致的方法和缺乏标准化的EEG目标选择的阻碍。为了加强支持EEGNFT的经验证据,未来的研究需要集中在标准化目标选择上,采用严格的控制分析,并调查未开发的脑电图标志物。这些步骤对于支持EEGNFT的证据并增强其在提高运动表现方面的有效性至关重要。
    Electroencephalographic Neurofeedback Training (EEG NFT) aims to improve sport performance by teaching athletes to control their mental states, leading to better cognitive, emotional, and physical outcomes. The psychomotor efficiency hypothesis suggests that optimizing brain function could enhance athletic ability, indicating the potential of EEG NFT. However, evidence for EEG-NFT\'s ability to alter critical brain activity patterns, such as sensorimotor rhythm and frontal midline theta-key for concentration and relaxation-is not fully established. Current research lacks standardized methods and comprehensive studies. This shortfall is due to inconsistent EEG target selection and insufficient focus on coherence in training. This review aims to provide empirical support for EEG target selection, conduct detailed control analyses, and examine the specificity of electrodes and frequencies to relation to the psychomotor efficiency hypothesis. Following the PRISMA method, 2,869 empirical studies were identified from PubMed, Science Direct, Web of Science, Embase, CNKI, and PsycINFO. Thirteen studies met the inclusion criteria: (i) proficient skill levels; (ii) use of EEG; (iii) neurofeedback training (NFT); (iv) motor performance metrics (reaction time, precision, dexterity, balance); (v) control group for NFT comparison; (vi) peer-reviewed English-language publication; and (vii) randomized controlled trial (RCT) design. Studies indicate that NFT can enhance sports performance, including improvements in shooting accuracy, golf putting, and overall motor skills, as supported by the psychomotor efficiency hypothesis. EEG NFT demonstrates potential in enhancing sports performance by optimizing performers\' mental states and psychomotor efficiency. However, the current body of research is hampered by inconsistent methodologies and a lack of standardized EEG target selection. To strengthen the empirical evidence supporting EEG NFT, future studies need to focus on standardizing target selection, employing rigorous control analyses, and investigating underexplored EEG markers. These steps are vital to bolster the evidence for EEG NFT and enhance its effectiveness in boosting sport performance.
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  • 文章类型: Journal Article
    最近使用静息状态功能磁共振成像的研究表明,孤独感与多个大脑区域的血液氧合改变有关。然而,孤独感与大脑神经元节律活动变化之间的关系尚不清楚。为了评估大脑节律,我们进行了一项关于孤独感的探索性静息态脑电图(EEG)研究.我们记录了139名参与者(94名女性;平均年龄=19.96岁)的静息状态EEG信号,并分析了电极和源空间的功率谱密度(PSD)和功能连通性(FC)。PSD分析显示孤独感得分与β波段能力下降之间存在显著相关性,这可能表明负面情绪,注意,奖励,和/或感觉运动处理。FC分析揭示了与个体孤独感得分相关的阿尔法带FC趋势。这些发现为孤独的神经基础提供了新的见解,这将促进孤独症神经生物学干预措施的发展。
    Recent studies using resting-state functional magnetic resonance imaging have shown that loneliness is associated with altered blood oxygenation in several brain regions. However, the relationship between loneliness and changes in neuronal rhythm activity in the brain remains unclear. To evaluate brain rhythm, we conducted an exploratory resting-state electroencephalogram (EEG) study of loneliness. We recorded resting-state EEG signals from 139 participants (94 women; mean age = 19.96 years) and analyzed power spectrum density (PSD) and functional connectivity (FC) in both the electrode and source spaces. The PSD analysis revealed significant correlations between loneliness scores and decreased beta-band powers, which may indicate negative emotion, attention, reward, and/or sensorimotor processing. The FC analysis revealed a trend of alpha-band FC associated with individuals\' loneliness scores. These findings provide new insights into the neural basis of loneliness, which will facilitate the development of neurobiologically informed interventions for loneliness.
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  • 文章类型: Journal Article
    背景:\“Metacontrol\”描述了在更持久或更灵活的认知控制方式之间保持最佳平衡的能力。最近的研究表明,元控制和非周期性脑电图模式之间存在联系。本研究旨在通过使用哌醋甲酯(MPH)来更深入地了解metacontrol的神经生物学基础,一种已知能增加突触后儿茶酚胺水平和调节皮层噪声的化合物。
    方法:在双盲中,随机化,安慰剂对照研究设计,我们在n=25例神经典型成人样本中调查了哌醋甲酯(0.5mg/kg)对侧翼任务期间非周期性EEG活动的影响.为了量化皮质噪声,我们采用了FOOF(拟合振荡&F上的一个)算法。
    结果:与安慰剂相比,MPH增加了非周期性指数,这表明它可以通过两种方式降低皮层噪声:首先,它以一种类似国家的方式这样做,因为该药物的主要作用在试验前和试验内都是可见且显著的.第二,特定电极的分析表明,该药物还通过在需要更多控制的条件下抑制噪声的下调来影响特定过程。
    结论:我们的研究结果表明,非周期性指数提供了元控制状态及其变化的神经标记。Further,我们提出,针对儿茶酚胺能信号传导的药物的有效性可以通过研究皮质噪声的变化来评估;培养使用皮质噪声定量作为药物治疗指标的想法.
    BACKGROUND: \"Metacontrol\" describes the ability to maintain an optimal balance between cognitive control styles that are either more persistent or more flexible. Recent studies have shown a link between metacontrol and aperiodic EEG patterns. The present study aimed to gain more insight into the neurobiological underpinnings of metacontrol by using methylphenidate (MPH), a compound known to increase postsynaptic catecholamine levels and modulate cortical noise.
    METHODS: In a double-blind, randomized, placebo-controlled study design, we investigated the effect of MPH (0.5 mg/kg) on aperiodic EEG activity during a flanker task in a sample of n = 25 neurotypical adults. To quantify cortical noise, we employed the fitting oscillations and one over f algorithm.
    RESULTS: Compared with placebo, MPH increased the aperiodic exponent, suggesting that it reduces cortical noise in 2 ways. First, it did so in a state-like fashion, as the main effect of the drug was visible and significant in both pre-trial and within-trial periods. Second, the electrode-specific analyses showed that the drug also affects specific processes by dampening the downregulation of noise in conditions requiring more control.
    CONCLUSIONS: Our findings suggest that the aperiodic exponent provides a neural marker of metacontrol states and changes therein. Further, we propose that the effectiveness of medications targeting catecholaminergic signaling can be evaluated by studying changes of cortical noise, fostering the idea of using the quantification of cortical noise as an indicator in pharmacological treatment.
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  • 文章类型: Journal Article
    背景:对极地探险探险家的生理学和心理学的有限理解引起了人们对暴露于极端环境条件引起的潜在认知损害的关注。先前的研究表明,这种压力因素会对认知功能产生负面影响,睡眠质量,和行为结果。然而,极地环境对神经元活动的影响在很大程度上仍然未知。
    方法:在本研究中,我们的目的是调查参与北极探险的13名个体(年龄范围:22-48岁)脑振荡的时空变化.我们利用脑电图(EEG)记录了北极旅行之前和期间的皮层活动,并采用标准化的低分辨率脑电磁断层扫描来定位alpha的变化,beta,theta,和伽马活动。
    结果:我们的结果表明,北极特定地区的θ振荡功率显着增加,这与探险前的测量有很大不同。此外,微状态分析表明,微状态(MS)D的持续时间显着减少,并且额叶网络的局部同步性发生了变化。
    结论:总体而言,这些发现为适应极端环境的神经机制提供了新的见解。这些发现对于理解极地探索的认知后果具有重要意义,并可能为减轻与此类努力相关的潜在神经系统风险提供策略。需要进一步的研究来阐明北极暴露对脑功能的长期影响。
    BACKGROUND: The limited understanding of the physiology and psychology of polar expedition explorers has prompted concern over the potential cognitive impairments caused by exposure to extreme environmental conditions. Prior research has demonstrated that such stressors can negatively impact cognitive function, sleep quality, and behavioral outcomes. Nevertheless, the impact of the polar environment on neuronal activity remains largely unknown.
    METHODS: In this study, we aimed to investigate spatiotemporal alterations in brain oscillations of 13 individuals (age range: 22-48 years) who participated in an Arctic expedition. We utilized electroencephalography (EEG) to record cortical activity before and during the Arctic journey, and employed standardized low resolution brain electromagnetic tomography to localize changes in alpha, beta, theta, and gamma activity.
    RESULTS: Our results reveal a significant increase in the power of theta oscillations in specific regions of the Arctic, which differed significantly from pre-expedition measurements. Furthermore, microstate analysis demonstrated a significant reduction in the duration of microstates (MS) D and alterations in the local synchrony of the frontoparietal network.
    CONCLUSIONS: Overall, these findings provide novel insights into the neural mechanisms underlying adaptation to extreme environments. These findings have implications for understanding the cognitive consequences of polar exploration and may inform strategies to mitigate potential neurological risks associated with such endeavors. Further research is warranted to elucidate the long-term effects of Arctic exposure on brain function.
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  • 文章类型: Journal Article
    背景:甲状腺功能减退导致脑损伤的神经病理生理机制尚不清楚。低频波动(fALFF)的幅度分数已被确定为研究不同类型精神障碍中以特定频率发生的异常自发性大脑活动的可靠指标。然而,尚未研究甲状腺功能减退症特定频带中fALFF的变化。
    方法:53例甲状腺功能减退患者和39例健康对照者(HCs)接受了甲状腺相关激素水平测试,神经心理学评估,和磁共振成像(MRI)扫描。标准频段(0.01-0.1Hz)中的fALFF,slow-4(0.027-0.073Hz),和慢-5波段(0.01-0.027Hz)进行分析。对fALFF之间的Pearson相关性进行了分析,甲状腺相关激素水平,甲状腺功能减退患者的神经心理学评分。
    结果:与HC相比,在常规范围内,甲状腺功能减退组左舌回fALFF显著降低,颞中回(MTG),中央前回,钙的皮质,和右枕下回;在慢5带内,甲状腺功能减退组左舌回fALFF减少,MTG,颞上回,中央后回,和中央小叶,辅助运动区(SMA)和右额叶中回的fALFF增加;此外,左舌回内fALFF的常规和慢-5条带与促甲状腺激素水平呈负相关。
    结论:在这项研究中,在检测fALFF值时,慢速5频段比标准频段具有更好的灵敏度。在标准和慢速5带中观察到舌回和MTG中的fALFF值降低,并且可能是甲状腺功能减退症的潜在神经影像学生物标志物。
    背景:编号:ChiCTR2000028966。1月9日登记,2020,https://www。chictr.org.cn.
    BACKGROUND: The neuropathophysiological mechanisms of brain damage underlying hypothyroidism remain unclear. Fractional amplitude of low-frequency fluctuations (fALFF) has been established as a reliable indicator for investigation of abnormal spontaneous brain activity that occurs at specific frequencies in different types of mental disorder. However, the changes of fALFF in specific frequency bands in hypothyroidism have not yet been investigated.
    METHODS: Fifty-three hypothyroid patients and 39 healthy controls (HCs) underwent thyroid-related hormone levels tests, neuropsychological assessment, and magnetic resonance imaging (MRI) scans. The fALFF in the standard band (0.01-0.1 Hz), slow-4 (0.027-0.073 Hz), and slow-5 bands (0.01-0.027 Hz) were analyzed. An analysis of Pearson correlation was conducted between fALFF, thyroid-related hormone levels, and neuropsychological scores in hypothyroid patients.
    RESULTS: Compared to HCs, within the routine band, hypothyroidism group showed significantly decreased fALFF in left lingual gyrus, middle temporal gyrus (MTG), precentral gyrus, calcarine cortex, and right inferior occipital gyrus; within the slow-5 band, the hypothyroidism group exhibited decreased fALFF in left lingual gyrus, MTG, superior temporal gyrus, postcentral gyrus, and paracentral lobule, and increased fALFF in supplementary motor area (SMA) and right middle frontal gyrus; additionally, fALFF in the left lingual gyrus within the routine and slow-5 bands were negatively correlated with the level of thyroid stimulating hormone.
    CONCLUSIONS: In this study, the slow-5 frequency band exhibits better sensitivity than the standard band in detecting fALFF values. A decrease of fALFF values in the lingual gyrus and MTG was observed in both the standard and slow-5 bands and might present potential neuroimaging biomarkers for hypothyroidism.
    BACKGROUND: No: ChiCTR2000028966. Registered 9 January, 2020, https://www.chictr.org.cn.
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  • 文章类型: Journal Article
    目的:探讨高频振荡(HFO)和长程时间相关性(LRTC)在癫痫术前评估中的实用性。
    方法:对59例耐药癫痫患者进行MEG波纹检测,包括5例患有顶叶癫痫(PLE),21患有额叶癫痫(FLE),14例颞叶外侧癫痫(LTLE),和19伴有颞叶内侧癫痫(MTLE),以确定癫痫发生区(EZ)。将结果与临床MEG报告和切除面积进行比较。随后,通过去趋势波动分析(DFA)和90个大脑皮层区域的5个条带的生活/等待时间,在源水平对LRTC进行了定量。将具有较大DFA指数和标准化的生命等待生物标志物的大脑区域与切除结果进行比较。
    结果:与MEG传感器级数据相比,波纹源更频繁地位于切除区域内。此外,来源水平分析显示,DFA指数和等待生命的生物标志物的比例较高,排名相对较高,主要分布在切除区域内(p<0.01)。此外,这两个LRCT指数在五个不同的频带与EZ相关。
    结论:HFO和来源水平LRTC与EZ相关。整合HFO和LRTC可能是术前评估癫痫的有效方法。
    OBJECTIVE: To explore the utility of high frequency oscillations (HFO) and long-range temporal correlations (LRTCs) in preoperative assessment of epilepsy.
    METHODS: MEG ripples were detected in 59 drug-resistant epilepsy patients, comprising 5 with parietal lobe epilepsy (PLE), 21 with frontal lobe epilepsy (FLE), 14 with lateral temporal lobe epilepsy (LTLE), and 19 with mesial temporal lobe epilepsy (MTLE) to identify the epileptogenic zone (EZ). The results were compared with clinical MEG reports and resection area. Subsequently, LRTCs were quantified at the source-level by detrended fluctuation analysis (DFA) and life/waiting -time at 5 bands for 90 cerebral cortex regions. The brain regions with larger DFA exponents and standardized life-waiting biomarkers were compared with the resection results.
    RESULTS: Compared to MEG sensor-level data, ripple sources were more frequently localized within the resection area. Moreover, source-level analysis revealed a higher proportion of DFA exponents and life-waiting biomarkers with relatively higher rankings, primarily distributed within the resection area (p<0.01). Moreover, these two LRCT indices across five distinct frequency bands correlated with EZ.
    CONCLUSIONS: HFO and source-level LRTCs are correlated with EZ. Integrating HFO and LRTCs may be an effective approach for presurgical evaluation of epilepsy.
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  • 文章类型: Journal Article
    背景:重复性轻度创伤性脑损伤(rmTBI)通常发生在从事接触运动的个体中,尤其是拳击。本研究旨在通过采用静息状态脑电图(EEG),阐明rmTBI对五个频带中与拳击相关的损伤个体的基于锁相值(PLV)的图论和功能网络结构的影响。
    方法:招募了20名专业拳击手和25名匹配的健康对照来执行静息状态任务,同时收集他们的非侵入性头皮脑电图数据。基于拳击手和控件的PLV矩阵的构建,在每个频带中识别相位同步和图论特性。使用基于网络的统计(NBS)方法分析了两个群体之间计算的功能性脑网络的重要性。
    结果:与对照组相比,拳击手在PLV同步和功能中心分布方面表现出增加的趋势,尤其是在伽马频段.此外,在θ中观察到衰减的节点网络参数和减少的小世界度量,beta,和伽马带,这表明拳击手的功能网络效率和小世界特征明显减弱。NBS分析显示,与theta中的对照相比,拳击手的网络连接强度显着增加,beta,和伽马频带。重要子网的功能连通性在双侧半球之间表现出非对称分布,表明静息状态网络的信息集成和隔离的优化组织对于拳击手来说是不平衡和无序的。
    结论:这是首次从全脑静息状态脑电图的角度研究rmTBI患者基于PLV的图论特征和基于NBS的功能网络的潜在缺陷的研究。对特定频段中独特的图论表示和不对称超连接子网络的联合分析可能是评估与运动相关的rmTBI患者静息状态网络处理中潜在缺陷的有效方法。
    BACKGROUND: Repetitive mild traumatic brain injury (rmTBI) often occurs in individuals engaged in contact sports, particularly boxing. This study aimed to elucidate the effects of rmTBI on phase-locking value (PLV)-based graph theory and functional network architecture in individuals with boxing-related injuries in five frequency bands by employing resting-state electroencephalography (EEG).
    METHODS: Twenty-fore professional boxers and 25 matched healthy controls were recruited to perform a resting-state task, and their noninvasive scalp EEG data were collected simultaneously. Based on the construction of PLV matrices for boxers and controls, phase synchronization and graph-theoretic characteristics were identified in each frequency band. The significance of the calculated functional brain networks between the two populations was analyzed using a network-based statistical (NBS) approach.
    RESULTS: Compared to controls, boxers exhibited an increasing trend in PLV synchronization and notable differences in the distribution of functional centers, especially in the gamma frequency band. Additionally, attenuated nodal network parameters and decreased small-world measures were observed in the theta, beta, and gamma bands, suggesting that the functional network efficiency and small-world characteristics were significantly weakened in boxers. NBS analysis revealed that boxers exhibited a significant increase in network connectivity strength compared to controls in the theta, beta, and gamma frequency bands. The functional connectivity of the significance subnetworks exhibited an asymmetric distribution between the bilateral hemispheres, indicating that the optimized organization of information integration and segregation for the resting-state networks was imbalanced and disarranged for boxers.
    CONCLUSIONS: This is the first study to investigate the underlying deficits in PLV-based graph-theoretic characteristics and NBS-based functional networks in patients with rmTBI from the perspective of whole-brain resting-state EEG. Joint analyses of distinctive graph-theoretic representations and asymmetrically hyperconnected subnetworks in specific frequency bands may serve as an effective method to assess the underlying deficiencies in resting-state network processing in patients with sports-related rmTBI.
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  • 文章类型: Journal Article
    背景:为了探索青少年肌阵挛性癫痫(JME)发作期间脑电图(EEG)信号的时频结构和跨尺度耦合,不同线索之间的相关性,以及癫痫放电的动态演变,检查进展和癫痫发作结束。
    方法:获得了10名具有JME的受试者和10名正常对照的EEG数据,并使用高斯连续小波变换(CWT)进行了分解。研究了第11(4.57Hz)和第17(0.4Hz)标度之间的相位幅度耦合(PAC)关系。在癫痫发作期间,检查了不同导联的第11和17量表EEG信号之间的相关性,采用多尺度交叉相关分析。
    结果:JME受试者的时频结构在第11和第17量表中显示出强烈的节律活动,并确定了一个接近的PAC。相关分析表明,发作性JME相关性首先在癫痫发作早期的前头部增加,并逐渐扩展到后头部。
    结论:在JME发作期间,PAC在第11和第17个量表之间出现。结果表明,前导联的相关性高于后导联。在围护期,第17量表EEG信号先于第11量表信号,并在癫痫发作后保持了一段时间。这表明第17量表信号可能在JME发作中起重要作用。
    BACKGROUND: To explore the time-frequency structure and cross-scale coupling of electroencephalography (EEG) signals during seizure in juvenile myoclonic epilepsy (JME), correlations between different leads, as well as dynamic evolution in epileptic discharge, progression and end of seizure were examined.
    METHODS: EEG data were obtained for 10 subjects with JME and 10 normal controls and were decomposed using gauss continuous wavelet transform (CWT). The phase amplitude coupling (PAC) relationship between the 11th (4.57 Hz) and 17th (0.4 Hz) scale was investigated. Correlations were examined between the 11th and 17th scale EEG signals in different leads during seizure, using multi-scale cross correlation analysis.
    RESULTS: The time-frequency structure of JME subjects showed strong rhythmic activity in the 11th and 17th scales and a close PAC was identified. Correlation analysis revealed that the ictal JME correlation first increased in the anterior head early in seizure and gradually expanded to the posterior head.
    CONCLUSIONS: PAC was exhibited between the 11th and 17th scales during JME seizure. The results revealed that the correlation in the anterior leads was higher than the posterior leads. In the perictal period, the 17th scale EEG signal preceded the 11th scale signal and remained for some time after a seizure. This suggests that the 17th scale signal may play an important role in JME seizure.
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