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An MRI Study of Morphology, Asymmetry, and Sex Differences of Inferior Precentral Sulcus. 下前脑沟形态、不对称和性别差异的核磁共振成像研究。
IF 2.3 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-09-01 Epub Date: 2024-02-19 DOI: 10.1007/s10548-024-01035-5
Xinran Zhao, Yu Wang, Xiaokang Wu, Shuwei Liu

Numerous studies utilizing magnetic resonance imaging (MRI) have observed sex and interhemispheric disparities in sulcal morphology, which could potentially underpin certain functional disparities in the human brain. Most of the existing research examines the precentral sulcus comprehensively, with a rare focus on its subsections. To explore the morphology, asymmetry, and sex disparities within the inferior precentral sulcus (IPCS), we acquired 3.0T magnetic resonance images from 92 right-handed Chinese adolescents. Brainvisa was used to reconstruct the IPCS structure and calculate its mean depth (MD). Based on the morphological patterns of IPCS, it was categorized into five distinct types. Additionally, we analyzed four different types of spatial relationships between IPCS and inferior frontal sulcus (IFS). There was a statistically significant sex disparity in the MD of IPCS, primarily observed in the right hemisphere. Females exhibited significantly greater asymmetry in the MD of IPCS compared to males. No statistically significant sex or hemispheric variations were identified in sulcal patterns. Our findings expand the comprehension of inconsistencies in sulcal structure, while also delivering an anatomical foundation for the study of related regions' function.

利用磁共振成像(MRI)进行的大量研究观察到了大脑沟形态的性别差异和半球间差异,这可能是人脑某些功能差异的潜在基础。现有研究大多全面研究了前中央沟,很少关注其分支。为了探索下额沟的形态、不对称性和性别差异,我们采集了92名右撇子中国青少年的3.0T磁共振图像。Brainvisa 用于重建 IPCS 结构并计算其平均深度(MD)。根据IPCS的形态模式,我们将其分为五种不同的类型。此外,我们还分析了IPCS与额下沟(IFS)之间四种不同类型的空间关系。在统计学上,IPCS的MD存在明显的性别差异,主要在右半球观察到。女性与男性相比,IPCS的MD不对称程度明显更高。在脑沟模式方面,没有发现有统计学意义的性别或半球差异。我们的发现拓展了对脑沟结构不一致性的理解,同时也为研究相关区域的功能提供了解剖学基础。
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引用次数: 0
Impact of Chronic Pain on Use-Dependent Plasticity: Corticomotor Excitability and Motor Representation in Musicians With and Without Pain. 慢性疼痛对使用依赖性可塑性的影响:有痛和无痛音乐家的皮层运动兴奋性和运动表象
IF 2.3 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-09-01 Epub Date: 2024-01-18 DOI: 10.1007/s10548-023-01031-1
Anna M Zamorano, Enrico De Martino, Ainhoa Insausti-Delgado, Peter Vuust, Herta Flor, Thomas Graven-Nielsen

Long-term musical training induces adaptive changes in the functional representation of the motor cortex. It is unknown if the maladaptive plasticity associated with chronic pain, frequently affecting trained musicians, may alter the use-dependent plasticity in the motor cortex. This study investigated the interaction between adaptive and maladaptive plasticity in the motor pathways, in particular how chronic pain influences long-term use-dependent plasticity. Using transcranial magnetic stimulation (TMS), corticospinal excitability was assessed by measuring the amplitude of the motor-evoked potential (MEP), area of the motor map, volume, and center of gravity of the first dorsal interosseous muscle in 19 pain-free musicians, 17 upper limb/neck pain chronic pain musicians, and 19 pain-free non-musicians as controls. Motor map volume and MEP amplitude were smaller for both pain-free and chronic pain musicians compared to pain-free controls (P < 0.011). No significant differences were found between musicians with and without chronic pain. These findings confirm that long-term musical training can lead to focalized and specialized functional organization of the primary motor cortex. Moreover, the adaptive use-dependent plasticity acquired through fine-motor skill acquisition is not significantly compromised by the maladaptive plasticity typically associated with chronic pain, highlighting the potential of long-term sensorimotor training to counteract the effects of chronic pain in the motor system.

长期的音乐训练会引起运动皮层功能表征的适应性变化。与慢性疼痛相关的适应不良可塑性(经常影响受过训练的音乐家)是否会改变运动皮层的使用依赖可塑性,目前尚不清楚。本研究调查了运动通路中适应性可塑性和适应性不良可塑性之间的相互作用,特别是慢性疼痛如何影响长期使用依赖性可塑性。研究人员使用经颅磁刺激(TMS),通过测量运动诱发电位(MEP)的振幅、运动图面积、体积和第一背侧骨间肌的重心来评估皮质脊髓的兴奋性,对照组包括 19 名无痛音乐家、17 名上肢/颈部慢性疼痛音乐家和 19 名无痛非音乐家。与无痛对照组相比,无痛和慢性疼痛音乐家的运动图谱体积和 MEP 振幅均较小(P
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引用次数: 0
Increased Delta and Theta Power Density in Sickle Cell Disease Individuals with Chronic Pain Secondary to Hip Osteonecrosis: A Resting-State Eeg Study. 镰状细胞病患者伴髋关节骨坏死继发慢性疼痛的δ和θ能量密度增高:静息状态脑电图研究
IF 2.3 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-09-01 Epub Date: 2023-12-07 DOI: 10.1007/s10548-023-01027-x
Tiago S Lopes, Jamille E Santana, Wellington S Silva, Francisco J Fraga, Pedro Montoya, Katia N Sá, Larissa C Lopes, Rita Lucena, Yossi Zana, Abrahão F Baptista

Purpose: Identify the presence of a dysfunctional electroencephalographic (EEG) pattern in individuals with sickle cell disease (SCD) and hip osteonecrosis, and assess its potential associations with depression, anxiety, pain severity, and serum levels of brain-derived neurotrophic factor (BDNF).

Methods: In this cross-sectional investigation, 24 SCD patients with hip osteonecrosis and chronic pain were matched by age and sex with 19 healthy controls. Resting-state EEG data were recorded using 32 electrodes for both groups. Power spectral density (PSD) and peak alpha frequency (PAF) were computed for each electrode across Delta, Theta, Alpha, and Beta frequency bands. Current Source Density (CSD) measures were performed utilizing the built-in Statistical nonparametric Mapping Method of the LORETA-KEY software.

Results: Our findings demonstrated that SCD individuals exhibited higher PSD in delta and theta frequency bands when compared to healthy controls. Moreover, SCD individuals displayed increased CSD in delta and theta frequencies, coupled with decreased CSD in the alpha frequency within brain regions linked to pain processing, motor function, emotion, and attention. In comparison to the control group, depression symptoms, and pain intensity during hip abduction were positively correlated with PSD and CSD in the delta frequency within the parietal region. Depression symptoms also exhibited a positive association with PSD and CSD in the theta frequency within the same region, while serum BDNF levels showed a negative correlation with CSD in the alpha frequency within the left insula.

Conclusion: This study indicates that individuals with SCD experiencing hip osteonecrosis and chronic pain manifest a dysfunctional EEG pattern characterized by the persistence of low-frequency PSD during a resting state. This dysfunctional EEG pattern may be linked to clinical and biochemical outcomes, including depression symptoms, pain severity during movement, and serum BDNF levels.

目的:确定镰状细胞病(SCD)和髋部骨坏死患者存在功能障碍脑电图(EEG)模式,并评估其与抑郁、焦虑、疼痛严重程度和血清脑源性神经营养因子(BDNF)水平的潜在关联。方法:在横断面调查中,24例伴有髋关节骨坏死和慢性疼痛的SCD患者与19例健康对照者按年龄和性别进行匹配。两组采用32个电极记录静息状态脑电图数据。计算每个电极在Delta、Theta、alpha和Beta频段的功率谱密度(PSD)和峰值α频率(PAF)。电流源密度(CSD)测量是利用LORETA-KEY软件内置的统计非参数映射方法进行的。结果:我们的研究结果表明,与健康对照相比,SCD个体在δ和θ波段表现出更高的PSD。此外,SCD个体在与疼痛处理、运动功能、情绪和注意力相关的大脑区域中表现出δ和θ频率的CSD增加,而α频率的CSD减少。与对照组相比,抑郁症状和髋关节外展时疼痛强度与顶骨区的δ频率PSD和CSD呈正相关。抑郁症状与同一区域内theta频率的PSD和CSD呈正相关,而血清BDNF水平与左脑岛α频率的CSD呈负相关。结论:本研究表明,伴有髋关节骨坏死和慢性疼痛的SCD患者表现出一种功能失调的脑电图模式,其特征是静息状态下低频PSD的持续存在。这种功能失调的脑电图模式可能与临床和生化结果有关,包括抑郁症状、运动时疼痛的严重程度和血清BDNF水平。
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引用次数: 0
Context Modulates Perceived Fairness in Altruistic Punishment: Neural Signatures from ERPs and EEG Oscillations. 情境调节利他主义惩罚中的公平感:ERPs和脑电图振荡的神经信号
IF 2.3 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-09-01 Epub Date: 2024-03-06 DOI: 10.1007/s10548-024-01039-1
Lei Yang, Yuan Gao, Lihong Ao, He Wang, Shuhang Zhou, Yingjie Liu

Social norms and altruistic punitive behaviours are both based on the integration of information from multiple contexts. Individual behavioural performance can be altered by loss and gain contexts, which produce different mental states and subjective perceptions. In this study, we used event-related potential and time-frequency techniques to examine performance on a third-party punishment task and to explore the neural mechanisms underlying context-dependent differences in punishment decisions. The results indicated that individuals were more likely to reject unfairness in the context of loss (vs. gain) and to increase punishment as unfairness increased. In contrast, fairness appeared to cause an early increase in cognitive control signal enhancement, as indicated by the P2 amplitude and theta oscillations, and a later increase in emotional and motivational salience during decision-making in gain vs. loss contexts, as indicated by the medial frontal negativity and beta oscillations. In summary, individuals were more willing to sanction violations of social norms in the loss context than in the gain context and rejecting unfair losses induced more equity-related cognitive conflict than accepting unfair gains, highlighting the importance of context (i.e., gain vs. loss) in equity-related social decision-making processes.

社会规范和利他主义惩罚行为都是基于对多种情境信息的整合。个体的行为表现会因损失和收益情境而改变,而损失和收益情境会产生不同的心理状态和主观感受。在这项研究中,我们使用了事件相关电位和时间频率技术来检测第三方惩罚任务的表现,并探索惩罚决策中依赖于情境差异的神经机制。结果表明,在损失(相对于收益)的情况下,个体更有可能拒绝不公平,并随着不公平程度的增加而加大惩罚力度。相反,公平似乎会导致认知控制信号的早期增强,如P2振幅和θ振荡所示,以及在收益与损失情境下决策过程中情绪和动机显著性的后期增强,如内侧额叶负性和贝塔振荡所示。总之,在损失情境中,个体比在收益情境中更愿意制裁违反社会规范的行为;与接受不公平的收益相比,拒绝不公平的损失会引发更多与公平相关的认知冲突,这凸显了情境(即收益与损失)在与公平相关的社会决策过程中的重要性。
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引用次数: 0
Long-term Effect of Multichannel tDCS Protocol in Patients with Central Cortex Epilepsies Associated with Epilepsia Partialis Continua. 多通道 tDCS 方案对伴有癫痫持续状态的皮层中央型癫痫患者的长期影响
IF 2.3 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-09-01 Epub Date: 2024-03-06 DOI: 10.1007/s10548-024-01045-3
M Daoud, C Durelle, A Fierain, El Youssef N, F Wendling, G Ruffini, P Benquet, F Bartolomei

Epilepsia partialis continua (EPC) is a rare type of focal motor status epilepticus that causes continuous muscle jerking in a specific part of the body. Experiencing this type of seizure, along with other seizure types, such as focal motor seizures and focal to bilateral tonic-clonic seizures, can result in a disabling situation. Non-invasive brain stimulation methods like transcranial direct current stimulation (tDCS) show promise in reducing seizure frequency (SF) when medications are ineffective. However, research on tDCS for EPC and related seizures is limited. We evaluated personalized multichannel tDCS in drug-resistant EPC of diverse etiologies for long-term clinical efficacy We report three EPC patients undergoing a long-term protocol of multichannel tDCS. The patients received several cycles (11, 9, and 3) of five consecutive days of stimulation at 2 mA for 2 × 20 min, targeting the epileptogenic zone (EZ), including the central motor cortex with cathodal electrodes. The primary measurement was SF changes. In three cases, EPC was due to Rasmussen's Encephalitis (case 1), focal cortical dysplasia (case 2), or remained unknown (case 3). tDCS cycles were administered over 6 to 22 months. The outcomes comprised a reduction of at least 75% in seizure frequency for two patients, and in one case, a complete cessation of severe motor seizures. However, tDCS had no substantial impact on the continuous myoclonus characterizing EPC. No serious side effects were reported. Long-term application of tDCS cycles is well tolerated and can lead to a considerable reduction in disabling seizures in patients with various forms of epilepsy with EPC.

癫痫部分性持续状态(EPC)是一种罕见的局灶性运动性癫痫,会导致身体某个特定部位的肌肉持续抽搐。这种类型的癫痫发作与其他类型的癫痫发作(如局灶性运动性癫痫发作和局灶性至双侧强直-阵挛性癫痫发作)一起,可能会导致残疾。经颅直流电刺激(tDCS)等非侵入性脑刺激方法显示,在药物治疗无效的情况下,这种方法有望降低癫痫发作频率(SF)。然而,有关经颅直流电刺激(tDCS)治疗EPC和相关癫痫发作的研究还很有限。我们评估了个性化多通道 tDCS 对不同病因的耐药 EPC 的长期临床疗效。患者接受了连续五天的多个周期(11、9 和 3)、2 mA、2 × 20 分钟的刺激,目标是致痫区 (EZ),包括使用阴极电极的中央运动皮层。主要测量指标为 SF 变化。在三个病例中,EPC的病因分别是拉斯穆森脑炎(病例1)、局灶性皮质发育不良(病例2)或病因不明(病例3)。结果显示,两名患者的癫痫发作频率至少减少了 75%,其中一名患者的严重运动性癫痫发作完全停止。不过,tDCS 对作为 EPC 特征的持续肌阵挛没有实质性影响。没有严重副作用的报告。长期应用 tDCS 周期的耐受性良好,可显著减少各种形式的癫痫伴 EPC 患者的致残性癫痫发作。
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引用次数: 0
Investigating the Effects of Repetitive Paired-Pulse Transcranial Magnetic Stimulation on Visuomotor Training Using TMS-EEG 利用 TMS-EEG 研究重复性成对脉冲经颅磁刺激对视觉运动训练的影响
IF 2.7 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-07-27 DOI: 10.1007/s10548-024-01071-1
Ryoki Sasaki, Brodie J. Hand, Wei-Yeh Liao, John G. Semmler, George M. Opie

I-wave periodicity repetitive paired-pulse transcranial magnetic stimulation (iTMS) can modify acquisition of a novel motor skill, but the associated neurophysiological effects remain unclear. The current study therefore used combined TMS-electroencephalography (TMS-EEG) to investigate the neurophysiological effects of iTMS on subsequent visuomotor training (VT). Sixteen young adults (26.1 ± 5.1 years) participated in three sessions including real iTMS and VT (iTMS + VT), control iTMS and VT (iTMSControl + VT), or iTMS alone. Motor-evoked potentials (MEPs) and TMS-evoked potentials (TEPs) were measured before and after iTMS, and again after VT, to assess neuroplastic changes. Irrespective of the intervention, MEP amplitude was not changed after iTMS or VT. Motor skill was improved compared with baseline, but no differences were found between stimulus conditions. In contrast, the P30 peak was altered by VT when preceded by control iTMS (P < 0.05), but this effect was not apparent when VT was preceded by iTMS or following iTMS alone (all P > 0.15). In contrast to expectations, iTMS was unable to modulate MEP amplitude or influence motor learning. Despite this, changes in P30 amplitude suggested that motor learning was associated with altered cortical reactivity. Furthermore, this effect was abolished by priming with iTMS, suggesting an influence of priming that failed to impact learning.

I波周期性重复配对脉冲经颅磁刺激(iTMS)可以改变新运动技能的习得,但相关的神经生理学效应仍不清楚。因此,本研究使用经颅磁刺激-脑电图(TMS-EEG)相结合的方法来研究 iTMS 对后续视觉运动训练(VT)的神经生理学影响。16 名年轻人(26.1 ± 5.1 岁)参加了三个疗程,包括真实 iTMS 和 VT(iTMS + VT)、对照 iTMS 和 VT(iTMSControl + VT)或单独 iTMS。在 iTMS 前后测量了运动诱发电位(MEPs)和 TMS 诱发电位(TEPs),并在 VT 后再次测量,以评估神经可塑性变化。无论采取何种干预措施,iTMS 或 VT 后 MEP 振幅均无变化。与基线相比,运动技能有所提高,但在不同刺激条件下没有发现差异。相反,如果在控制 iTMS 之前进行 VT,P30 峰值会发生变化(P < 0.05),但如果在 iTMS 之前进行 VT 或仅在 iTMS 之后进行 VT,这种效应并不明显(所有 P > 0.15)。与预期相反,iTMS 无法调节 MEP 振幅或影响运动学习。尽管如此,P30 振幅的变化表明,运动学习与皮层反应性的改变有关。此外,使用 iTMS 引物也会消除这种效应,这表明引物的影响未能对学习产生影响。
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引用次数: 0
Resting-State Functional Networks Correlate with Motor Performance in a Complex Visuomotor Task: An EEG Microstate Pilot Study on Healthy Individuals. 静息状态功能网络与复杂视觉运动任务中的运动表现相关:对健康人的脑电图微状态试点研究。
IF 2.3 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-07-01 Epub Date: 2022-12-25 DOI: 10.1007/s10548-022-00934-9
Joaquin A Penalver-Andres, Karin A Buetler, Thomas Koenig, René M Müri, Laura Marchal-Crespo

Developing motor and cognitive skills is needed to achieve expert (motor) performance or functional recovery from a neurological condition, e.g., after stroke. While extensive practice plays an essential role in the acquisition of good motor performance, it is still unknown whether certain person-specific traits may predetermine the rate of motor learning. In particular, learners' functional brain organisation might play an important role in appropriately performing motor tasks. In this paper, we aimed to study how two critical cognitive brain networks-the Attention Network (AN) and the Default Mode Network (DMN)-affect the posterior motor performance in a complex visuomotor task: virtual surfing. We hypothesised that the preactivation of the AN would affect how participants divert their attention towards external stimuli, resulting in robust motor performance. Conversely, the excessive involvement of the DMN-linked to internally diverted attention and mind-wandering-would be detrimental for posterior motor performance. We extracted seven widely accepted microstates-representing participants mind states at rest-out of the Electroencephalography (EEG) resting-state recordings of 36 healthy volunteers, prior to execution of the virtual surfing task. By correlating neural biomarkers (microstates) and motor behavioural metrics, we confirmed that the preactivation of the posterior DMN was correlated with poor posterior performance in the motor task. However, we only found a non-significant association between AN preactivation and the posterior motor performance. In this EEG study, we propose the preactivation of the posterior DMN-imaged using EEG microstates-as a neural trait related to poor posterior motor performance. Our findings suggest that the role of the executive control system is to preserve an homeostasis between the AN and the DMN. Therefore, neurofeedback-based downregulation of DMN preactivation could help optimise motor training.

要想获得专业的(运动)表现或从神经系统疾病(如中风后)中恢复功能,就必须发展运动和认知技能。虽然大量的练习对获得良好的运动表现起着至关重要的作用,但某些特定人的特质是否会预先决定运动学习的速度仍是未知数。特别是,学习者的大脑功能组织可能在适当完成运动任务中发挥重要作用。在本文中,我们旨在研究两个关键的认知脑网络--注意力网络(AN)和默认模式网络(DMN)--如何影响复杂视觉运动任务(虚拟冲浪)中的后天运动表现。我们假设,AN的预激活将影响参与者如何将注意力转移到外部刺激上,从而获得强劲的运动表现。相反,DMN的过度参与与内部注意力转移和思维游离有关,将不利于后部运动表现。在执行虚拟冲浪任务之前,我们从 36 名健康志愿者的脑电图(EEG)静息状态记录中提取了七种广为接受的微状态,它们代表了参与者在静息状态下的思维状态。通过将神经生物标志物(微状态)和运动行为指标相关联,我们证实后部 DMN 的预激活与运动任务中后部表现不佳相关。然而,我们仅发现 AN 预激活与后部运动表现之间存在不显著的关联。在这项脑电图研究中,我们提出后部DMN的前激活--通过脑电图微观状态成像--是与后部运动表现差相关的神经特征。我们的研究结果表明,执行控制系统的作用是保持 AN 和 DMN 之间的平衡。因此,基于神经反馈的DMN预激活下调有助于优化运动训练。
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引用次数: 0
Longstanding Auditory Sensory and Semantic Differences in Preterm Born Children. 早产儿长期存在的听觉感觉和语义差异。
IF 2.3 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-07-01 Epub Date: 2023-11-27 DOI: 10.1007/s10548-023-01022-2
Chrysa Retsa, Hélène Turpin, Eveline Geiser, François Ansermet, Carole Müller-Nix, Micah M Murray

More than 10% of births are preterm, and the long-term consequences on sensory and semantic processing of non-linguistic information remain poorly understood. 17 very preterm-born children (born at < 33 weeks gestational age) and 15 full-term controls were tested at 10 years old with an auditory object recognition task, while 64-channel auditory evoked potentials (AEPs) were recorded. Sounds consisted of living (animal and human vocalizations) and manmade objects (e.g. household objects, instruments, and tools). Despite similar recognition behavior, AEPs strikingly differed between full-term and preterm children. Starting at 50ms post-stimulus onset, AEPs from preterm children differed topographically from their full-term counterparts. Over the 108-224ms post-stimulus period, full-term children showed stronger AEPs in response to living objects, whereas preterm born children showed the reverse pattern; i.e. stronger AEPs in response to manmade objects. Differential brain activity between semantic categories could reliably classify children according to their preterm status. Moreover, this opposing pattern of differential responses to semantic categories of sounds was also observed in source estimations within a network of occipital, temporal and frontal regions. This study highlights how early life experience in terms of preterm birth shapes sensory and object processing later on in life.

超过10%的新生儿是早产儿,早产儿对非语言信息的感觉和语义处理的长期影响仍然知之甚少。十七个非常早产的孩子
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引用次数: 0
MICROSTATELAB: The EEGLAB Toolbox for Resting-State Microstate Analysis. MICROSTATELAB:用于静息微状态分析的 EEGLAB 工具箱。
IF 2.3 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-07-01 Epub Date: 2023-09-11 DOI: 10.1007/s10548-023-01003-5
Sahana Nagabhushan Kalburgi, Tobias Kleinert, Delara Aryan, Kyle Nash, Bastian Schiller, Thomas Koenig

Microstate analysis is a multivariate method that enables investigations of the temporal dynamics of large-scale neural networks in EEG recordings of human brain activity. To meet the enormously increasing interest in this approach, we provide a thoroughly updated version of the first open source EEGLAB toolbox for the standardized identification, visualization, and quantification of microstates in resting-state EEG data. The toolbox allows scientists to (i) identify individual, mean, and grand mean microstate maps using topographical clustering approaches, (ii) check data quality and detect outlier maps, (iii) visualize, sort, and label individual, mean, and grand mean microstate maps according to published maps, (iv) compare topographical similarities of group and grand mean microstate maps and quantify shared variances, (v) obtain the temporal dynamics of the microstate classes in individual EEGs, (vi) export quantifications of these temporal dynamics of the microstates for statistical tests, and finally, (vii) test for topographical differences between groups and conditions using topographic analysis of variance (TANOVA). Here, we introduce the toolbox in a step-by-step tutorial, using a sample dataset of 34 resting-state EEG recordings that are publicly available to follow along with this tutorial. The goals of this manuscript are (a) to provide a standardized, freely available toolbox for resting-state microstate analysis to the scientific community, (b) to allow researchers to use best practices for microstate analysis by following a step-by-step tutorial, and (c) to improve the methodological standards of microstate research by providing previously unavailable functions and recommendations on critical decisions required in microstate analyses.

微状态分析是一种多变量方法,可用于研究人脑活动脑电图记录中大规模神经网络的时间动态。为了满足人们对这种方法日益增长的兴趣,我们提供了第一个开源 EEGLAB 工具箱的全面更新版本,用于静息态脑电数据中微状态的标准化识别、可视化和量化。该工具箱允许科学家 (i) 使用地形聚类方法识别单个、平均和总平均微状态图,(ii) 检查数据质量并检测离群图,(iii) 根据已发布的地图对单个、平均和总平均微状态图进行可视化、排序和标记,(iv) 比较组和总平均微状态图的地形相似性并量化共享方差、(v) 获取单个脑电图中微状态类别的时间动态,(vi) 导出这些微状态时间动态的量化结果用于统计检验,最后,(vii) 使用地形方差分析 (TANOVA) 检验组间和条件间的地形差异。在此,我们将使用公开的 34 个静息态脑电记录样本数据集,通过循序渐进的教程介绍该工具箱。本手稿的目标是:(a)为科学界提供一个标准化的、可免费使用的静息微状态分析工具箱;(b)让研究人员通过逐步学习教程来使用微状态分析的最佳实践;以及(c)通过提供以前无法获得的功能和微状态分析中所需的关键决策建议来提高微状态研究的方法标准。
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引用次数: 0
Microstate Analysis of Continuous Infant EEG: Tutorial and Reliability. 连续婴儿脑电图微状态分析:教程与可靠性。
IF 2.3 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-07-01 Epub Date: 2024-03-02 DOI: 10.1007/s10548-024-01043-5
Armen Bagdasarov, Denis Brunet, Christoph M Michel, Michael S Gaffrey

Microstate analysis of resting-state EEG is a unique data-driven method for identifying patterns of scalp potential topographies, or microstates, that reflect stable but transient periods of synchronized neural activity evolving dynamically over time. During infancy - a critical period of rapid brain development and plasticity - microstate analysis offers a unique opportunity for characterizing the spatial and temporal dynamics of brain activity. However, whether measurements derived from this approach (e.g., temporal properties, transition probabilities, neural sources) show strong psychometric properties (i.e., reliability) during infancy is unknown and key information for advancing our understanding of how microstates are shaped by early life experiences and whether they relate to individual differences in infant abilities. A lack of methodological resources for performing microstate analysis of infant EEG has further hindered adoption of this cutting-edge approach by infant researchers. As a result, in the current study, we systematically addressed these knowledge gaps and report that most microstate-based measurements of brain organization and functioning except for transition probabilities were stable with four minutes of video-watching resting-state data and highly internally consistent with just one minute. In addition to these results, we provide a step-by-step tutorial, accompanying website, and open-access data for performing microstate analysis using a free, user-friendly software called Cartool. Taken together, the current study supports the reliability and feasibility of using EEG microstate analysis to study infant brain development and increases the accessibility of this approach for the field of developmental neuroscience.

静息态脑电图的微状态分析是一种独特的数据驱动方法,用于识别头皮电位拓扑图或微状态的模式,这些模式反映了随时间动态演变的稳定但短暂的同步神经活动。婴儿期是大脑快速发育和可塑性的关键时期,微状态分析为描述大脑活动的空间和时间动态提供了独特的机会。然而,这种方法得出的测量结果(如时间属性、过渡概率、神经源)在婴儿期是否表现出很强的心理测量属性(即可靠性)尚不清楚,而这是我们了解微状态如何由早期生活经历形成以及它们是否与婴儿能力的个体差异有关的关键信息。由于缺乏对婴儿脑电图进行微状态分析的方法资源,这进一步阻碍了婴儿研究人员采用这一前沿方法。因此,在本研究中,我们系统地解决了这些知识空白,并报告了除过渡概率外,大多数基于微状态的大脑组织和功能测量结果在观看四分钟静息状态视频数据的情况下是稳定的,并且在仅一分钟的情况下具有高度的内部一致性。除了这些结果,我们还提供了使用免费、用户友好的软件 Cartool 进行微状态分析的分步教程、配套网站和开放获取的数据。总之,目前的研究证明了利用脑电图微状态分析研究婴儿大脑发育的可靠性和可行性,并提高了这种方法在发育神经科学领域的可及性。
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引用次数: 0
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Brain Topography
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