ripples

涟漪
  • 文章类型: Journal Article
    通过重新激活在新皮质中巩固最初编码的海马表征对于长期记忆形成至关重要,并且在非REM睡眠期间,海马锐波波纹(SWRs)与皮质缓慢和纺锤体振荡的协调也促进了这种整合。最近的证据表明,高频皮质波纹也可以与海马SWRs协调,以支持巩固;然而,皮质波纹对再激活的贡献尚不清楚.我们使用了高密度,在空间学习过程中,海马(CA1区)和前额叶皮层(PFC)的连续记录表明,与SWR分离的独立PFC波纹在NREM睡眠中普遍存在,并且主要抑制海马活动。PFC涟漪矛盾地介导了自顶向下抑制海马再激活,而不是协调,对于在协调的CA1-PFC涟漪期间重新激活的组件,这种抑制更强,以巩固最近的经验。Further,我们展示了非规范,具有缓慢和纺锤体振荡的独立皮质波纹的串行协调,这是已知的记忆巩固的标志。这些结果确立了前额叶皮质波纹在巩固过程中行为相关海马表征的自上而下调节中的作用。
    Consolidation of initially encoded hippocampal representations in the neocortex through reactivation is crucial for long-term memory formation and is facilitated by the coordination of hippocampal sharp-wave ripples (SWRs) with cortical slow and spindle oscillations during non-REM sleep. Recent evidence suggests that high-frequency cortical ripples can also coordinate with hippocampal SWRs in support of consolidation; however, the contribution of cortical ripples to reactivation remains unclear. We used high-density, continuous recordings in the hippocampus (area CA1) and prefrontal cortex (PFC) over the course of spatial learning and show that independent PFC ripples dissociated from SWRs are prevalent in NREM sleep and predominantly suppress hippocampal activity. PFC ripples paradoxically mediate top-down suppression of hippocampal reactivation rather than coordination, and this suppression is stronger for assemblies that are reactivated during coordinated CA1-PFC ripples for consolidation of recent experiences. Further, we show non-canonical, serial coordination of independent cortical ripples with slow and spindle oscillations, which are known signatures of memory consolidation. These results establish a role for prefrontal cortical ripples in top-down regulation of behaviorally relevant hippocampal representations during consolidation.
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  • 文章类型: Journal Article
    据推测,大脑节律在动物认知中起着核心作用。海马节律的显着二分法将θ频率振荡(4-12Hz)和波纹(120-250Hz)专门与准备和完成行为联系起来,分别。然而,由于这两种信号在海马层的不同功率表达,这种排他性需要通过同时多层记录的分析进行验证。我们评估了在觅食大鼠海马层的细胞外电位的多通道记录中,θ频率振荡与波纹的同时发生。我们从已识别的金字塔层(SP)通道中检测到所有波纹事件。然后,我们根据从腔隙分子层(SLM)或辐射层(SR)检测到的theta振荡来定义theta时期。我们发现~20%的波纹事件(以SP表示)与从SR/SLM通道识别的theta时代同时发生,这里定义为theta波纹。引人注目的是,当从SP通道识别出θ时代时,由于沿SLM-SR-SP轴的θ功率逐渐降低,因此这种共同出现显着减少。行为上,我们发现大多数θ波纹发生在静止期,在勘探和固定的θ时代具有相当的θ功率。此外,沿SLM-SR-SP轴的θ功率逐渐降低在探索期和静止期很常见。最后,我们发现在相关theta振荡的第四象限[3π/2-2π]内theta波纹有很强的theta相偏好。theta波纹的流行扩展了波纹频率振荡的潜在作用,以跨越编码的连续体,检索和整合,通过与θ振荡的相互作用来实现。关键点:大脑在记录的电势中表现出振荡,不同的振荡频率与不同的行为状态相关。一个突出报道的二分法将海马中记录的θ频率振荡(4-12Hz)和波纹(120-250Hz)指定为与准备和完善行为完全相关,分别。我们来自啮齿动物海马的多层记录以及跨层分析为嵌套在theta振荡中的波纹事件的发生提供了直接的定量证据。这些结果突出了对分析管道的需求,该管道明确说明了个体振荡功率较高的特定地层。分析来自多个地层的同时记录的数据。我们的观察为研究涉及theta振荡之间的跨层相互作用和不同行为状态之间的涟漪开辟了途径。
    Brain rhythms have been postulated to play central roles in animal cognition. A prominently reported dichotomy of hippocampal rhythms links theta-frequency oscillations (4-12 Hz) and ripples (120-250 Hz) exclusively to preparatory and consummatory behaviours, respectively. However, because of the differential power expression of these two signals across hippocampal strata, such exclusivity requires validation through analyses of simultaneous multi-strata recordings. We assessed co-occurrence of theta-frequency oscillations with ripples in multi-channel recordings of extracellular potentials across hippocampal strata from foraging rats. We detected all ripple events from an identified stratum pyramidale (SP) channel. We then defined theta epochs based on theta oscillations detected from the stratum lacunosum-moleculare (SLM) or the stratum radiatum (SR). We found ∼20% of ripple events (in SP) to co-occur with theta epochs identified from SR/SLM channels, defined here as theta ripples. Strikingly, when theta epochs were instead identified from the SP channel, such co-occurrences were significantly reduced because of a progressive reduction in theta power along the SLM-SR-SP axis. Behaviourally, we found most theta ripples to occur during immobile periods, with comparable theta power during exploratory and immobile theta epochs. Furthermore, the progressive reduction in theta power along the SLM-SR-SP axis was common to exploratory and immobile periods. Finally, we found a strong theta-phase preference of theta ripples within the fourth quadrant [3π/2 - 2π] of the associated theta oscillation. The prevalence of theta ripples expands the potential roles of ripple-frequency oscillations to span the continuum of encoding, retrieval and consolidation, achieved through interactions with theta oscillations. KEY POINTS: The brain manifests oscillations in recorded electrical potentials, with different frequencies of oscillation associated with distinct behavioural states. A prominently reported dichotomy assigns theta-frequency oscillations (4-12 Hz) and ripples (120-250 Hz) recorded in the hippocampus to be exclusively associated with preparatory and consummatory behaviours, respectively. Our multi-strata recordings from the rodent hippocampus coupled with cross-strata analyses provide direct quantitative evidence for the occurrence of ripple events nested within theta oscillations. These results highlight the need for an analysis pipeline that explicitly accounts for the specific strata where individual oscillatory power is high, in analysing simultaneously recorded data from multiple strata. Our observations open avenues for investigations involving cross-strata interactions between theta oscillations and ripples across different behavioural states.
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  • 文章类型: Journal Article
    目标:在发育性和癫痫性脑病中,睡眠中存在尖峰波激活(DEE-SWAS),建议丘脑皮质网络在从局灶性癫痫发展为DEE-SWAS的病理生理学中起重要作用。Ethosuximide(ESM)通过阻断丘脑神经元的T型钙通道发挥作用。考虑到丘脑皮质网络,我们使用相位-振幅耦合(PAC)分析研究了DEE-SWAS治疗中ESM有效性的预测。
    方法:我们回顾性招募了DEE-SWAS患儿,这些患儿在2009年1月至2022年9月期间记录了脑电图(EEG),并在冈山大学医院开了ESM处方。仅包括在睡眠期间EEG显示连续尖峰波的患者。我们从开始ESM之前记录的EEG中提取了5分钟非快速眼动睡眠阶段N2段。我们计算了调制指数(MI)作为成对组合的PAC的度量,该组合包括两种快速振荡类型之一(gamma,40-80Hz;波纹,80-150Hz)和五个慢波波段之一(delta,0.5-1、1-2、2-3和3-4Hz;θ,4-8Hz),并在ESM响应者和非响应者之间进行了比较。
    结果:我们确定了20名诊断为DEE-SWAS的儿童服用ESM。15人是ESM响应者。关于伽马振荡,仅在前极和枕骨区域具有0.5-1Hz慢波的MI中观察到显着差异。关于涟漪,ESM响应者与额极区域的所有慢波耦合的MI明显较高,额叶区域的0.5-1、3-4和4-8Hz慢波,顶叶区域的3-4Hz慢波,枕骨区域的0.5-1、2-3、3-4和4-8Hz慢波,和3-4赫兹慢波在前颞区。
    结论:大脑更广泛区域的高MI可能代表DEE-SWAS中丘脑介导的癫痫网络,并且可能是ESM有效性的预测因子。
    OBJECTIVE: In developmental and epileptic encephalopathy with spike-and-wave activation in sleep (DEE-SWAS), the thalamocortical network is suggested to play an important role in the pathophysiology of the progression from focal epilepsy to DEE-SWAS. Ethosuximide (ESM) exerts effects by blocking T-type calcium channels in thalamic neurons. With the thalamocortical network in mind, we studied the prediction of ESM effectiveness in DEE-SWAS treatment using phase-amplitude coupling (PAC) analysis.
    METHODS: We retrospectively enrolled children with DEE-SWAS who had an electroencephalogram (EEG) recorded between January 2009 and September 2022 and were prescribed ESM at Okayama University Hospital. Only patients whose EEG showed continuous spike-and-wave during sleep were included. We extracted 5-min non-rapid eye movement sleep stage N2 segments from EEG recorded before starting ESM. We calculated the modulation index (MI) as the measure of PAC in pair combination comprising one of two fast oscillation types (gamma, 40-80 Hz; ripples, 80-150 Hz) and one of five slow-wave bands (delta, 0.5-1, 1-2, 2-3, and 3-4 Hz; theta, 4-8 Hz), and compared it between ESM responders and non-responders.
    RESULTS: We identified 20 children with a diagnosis of DEE-SWAS who took ESM. Fifteen were ESM responders. Regarding gamma oscillations, significant differences were seen only in MI with 0.5-1 Hz slow waves in the frontal pole and occipital regions. Regarding ripples, ESM responders had significantly higher MI in coupling with all slow waves in the frontal pole region, 0.5-1, 3-4, and 4-8 Hz slow waves in the frontal region, 3-4 Hz slow waves in the parietal region, 0.5-1, 2-3, 3-4, and 4-8 Hz slow waves in the occipital region, and 3-4 Hz slow waves in the anterior-temporal region.
    CONCLUSIONS: High MI in a wider area of the brain may represent the epileptic network mediated by the thalamus in DEE-SWAS and may be a predictor of ESM effectiveness.
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  • 文章类型: Journal Article
    颗粒状后脾皮质(gRSC)表现出高频振荡(HFO;~150Hz),这可以由海马-下膜通路驱动。gRSC的细胞突触和层状组织如何促进HFO尚不清楚。这里,我们使用局灶性光遗传学和硅探针记录在行为小鼠中探测gRSCHFO的产生和与海马节律的耦合。ChR2介导的L2/3或L5中表达CaMKII的细胞的激发诱导HFOs,但自发性HFO仅在HFO功率最高的L2/3中发现。在休息和θ下降阶段,HFO耦合到CA1尖锐的波浪波纹(SPW-Rs)。gRSCHFO电流源和汇对于SPW-Rs和theta振荡期间的事件是相同的。独立成分分析表明,CA1层的高γ(50-100Hz)分子与HFO功率共调。因此,HFO可以促进gRSC之间的多突触环的区域间通信,海马体,在不同的大脑和行为状态下和内侧内嗅皮层。
    The granular retrosplenial cortex (gRSC) exhibits high-frequency oscillations (HFOs; ∼150 Hz), which can be driven by a hippocampus-subiculum pathway. How the cellular-synaptic and laminar organization of gRSC facilitates HFOs is unknown. Here, we probe gRSC HFO generation and coupling with hippocampal rhythms using focal optogenetics and silicon-probe recordings in behaving mice. ChR2-mediated excitation of CaMKII-expressing cells in L2/3 or L5 induces HFOs, but spontaneous HFOs are found only in L2/3, where HFO power is highest. HFOs couple to CA1 sharp wave-ripples (SPW-Rs) during rest and the descending phase of theta. gRSC HFO current sources and sinks are the same for events during both SPW-Rs and theta oscillations. Independent component analysis shows that high gamma (50-100 Hz) in CA1 stratum lacunosum moleculare is comodulated with HFO power. HFOs may thus facilitate interregional communication of a multisynaptic loop between the gRSC, hippocampus, and medial entorhinal cortex during distinct brain and behavioral states.
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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
    目的是研究未成熟癫痫持续状态(SE)单次发作对体外鼻中隔和颞叶海马兴奋性的长期影响,通过研究发作间样癫痫样放电(IED)和高频振荡(HFO;波纹,Rs和快速波纹,FR)。在出生后第20天,在22只雄性和雌性幼年大鼠中诱发了戊四氮诱导的癫痫样状态(SE)全身性癫痫发作,>40天后处死以制备海马切片。从颞片(T)或间隔片(S)的CA3区域记录由无Mg2的ACSF诱导的自发IED。录音是离线带通滤波的,显示Rs和FRs,并进行了一系列测量,与从年龄匹配的对照(CTR)获得的平均值进行比较。在CTRS(与T)切片中,我们记录了更长的R&FR持续时间,更长的HFO-IED时间重叠,更高的FR峰值功率和IED之前更频繁的FR启动(%事件)。SE后,在T切片中,所有类型的事件持续时间(IED,R,FR)和他们开始之间的时滞(R-IED,FR-IED,R-FR)增加,而FR/R峰值功率下降;在S片中,IED第一种群峰值和FR振幅,R和FR峰值功率以及Rs或FR在IED之前的(百分比)事件均下降。CA3IED-HFO关系提供了对间隔到时间同步模式的见解;它的少年后SE变化表明了七颞叶兴奋性梯度的永久性改变。此外,这些发现符合SE后各种电流的特定区域调节,正如文献报道的那样。
    The aim was to investigate the long-term effects of a single episode of immature Status Epilepticus (SE) on the excitability of the septal and temporal hippocampus in vitro, by studying the relationship between interictal-like epileptiform discharges (IEDs) and high-frequency oscillations (HFOs; Ripples, Rs and Fast Ripples, FRs). A pentylenetetrazol-induced Status Epilepticus-(SE)-like generalized seizure was induced at postnatal day 20 in 22 male and female juvenile rats, sacrificed >40 days later to prepare hippocampal slices. Spontaneous IEDs induced by Mg2+-free ACSF were recorded from the CA3 area of temporal (T) or septal (S) slices. Recordings were band-pass filtered off-line revealing Rs and FRs and a series of measurements were conducted, with mean values compared with those obtained from age-matched controls (CTRs). In CTR S (vs T) slices, we recorded longer R & FR durations, a longer HFO-IED temporal overlap, higher FR peak power and more frequent FR initiation preceding IEDs (% events). Post-SE, in T slices all types of events duration (IED, R, FR) and the time lag between their onsets (R-IED, FR-IED, R-FR) increased, while FR/R peak power decreased; in S slices, the IED 1st population spike and the FR amplitudes, the R and FR peak power and the (percent) events where Rs or FRs preceded IEDs all decreased. The CA3 IED-HFO relationship offers insights to the septal-to-temporal synchronization patterns; its post-juvenile-SE changes indicate permanent modifications in the septotemporal excitability gradient. Moreover, these findings are in line to region-specific regulation of various currents post-SE, as reported in literature.
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  • 文章类型: Journal Article
    直接的人脑记录已经证实了高频振荡事件的存在,称为涟漪,在清醒行为期间。尽管许多先前的研究都集中在记忆检索过程中的内侧颞叶(MTL)波纹上,在这里,我们研究记忆编码过程中的涟漪。具体来说,我们询问编码过程中的涟漪是否可以预测记忆是否以及如何被召回。检测植入116名神经外科参与者(n=61名男性)执行口头情景记忆任务的MTL电极的涟漪,我们发现编码波纹不能区分任何MTL区域中的召回和未召回项目,即使编码过程中的高频活动(HFA)也可以预测这些相同区域的召回率。相反,海马波纹在项目编码过程中增加,随后导致在检索过程中召回时间和语义上相关的项目,一种被称为聚类的现象。当海马波纹在编码和检索过程中共同出现时,这种随后的聚类效应会特别出现,这表明涟漪同时介导了情景记忆的编码和恢复。
    Direct human brain recordings have confirmed the presence of high-frequency oscillatory events, termed ripples, during awake behavior. While many prior studies have focused on medial temporal lobe (MTL) ripples during memory retrieval, here we investigate ripples during memory encoding. Specifically, we ask whether ripples during encoding predict whether and how memories are subsequently recalled. Detecting ripples from MTL electrodes implanted in 116 neurosurgical participants (n = 61 male) performing a verbal episodic memory task, we find that encoding ripples do not distinguish recalled from not recalled items in any MTL region, even as high-frequency activity during encoding predicts recall in these same regions. Instead, hippocampal ripples increase during encoding of items that subsequently lead to recall of temporally and semantically associated items during retrieval, a phenomenon known as clustering. This subsequent clustering effect arises specifically when hippocampal ripples co-occur during encoding and retrieval, suggesting that ripples mediate both encoding and reinstatement of episodic memories.
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  • 文章类型: Journal Article
    人类皮层如何整合(“结合”)由空间分布的神经元编码的信息仍然是未知的。一种假设表明,高频振荡的同步爆发(“涟漪”)通过促进跨不同皮质位置的神经元放电的整合来促进结合。虽然研究表明涟漪调节皮层的局部活动,目前尚不清楚它们的共同出现是否在更大的距离上协调神经放电。我们使用局部场电位和来自3例患者的下皮质中四个96通道微电极阵列的单单位放电来检验这一假设。共波位置的神经元显示出增加的短潜伏期共发,预测彼此的射击,并共同参与神经装配。假定的锥体和中间神经元的作用相似,在非快速眼动睡眠和清醒期间,在颞叶和罗兰蒂克皮层中,和距离可达16毫米(最长的测试)。当点火率变化相等时,在共同波动期间保持了共同预测的增加,表明它不是继发于非振荡激活。共同波纹增强预测受到波纹相位的强烈调制,支持最常见的同步绑定机制。共纹波增强预测是倒数的,与当地北部协作,当多个站点共同涟漪时,支持重入便利化。一起,这些结果支持以下假设:跨皮质共存的波纹增加了不同皮质位置神经元的神经元放电的整合,部分是通过相位调制而不是非结构化激活实现的.
    How the human cortex integrates (\"binds\") information encoded by spatially distributed neurons remains largely unknown. One hypothesis suggests that synchronous bursts of high-frequency oscillations (\"ripples\") contribute to binding by facilitating integration of neuronal firing across different cortical locations. While studies have demonstrated that ripples modulate local activity in the cortex, it is not known whether their co-occurrence coordinates neural firing across larger distances. We tested this hypothesis using local field-potentials and single-unit firing from four 96-channel microelectrode arrays in the supragranular cortex of 3 patients. Neurons in co-rippling locations showed increased short-latency co-firing, prediction of each other\'s firing, and co-participation in neural assemblies. Effects were similar for putative pyramidal and interneurons, during non-rapid eye movement sleep and waking, in temporal and Rolandic cortices, and at distances up to 16 mm (the longest tested). Increased co-prediction during co-ripples was maintained when firing-rate changes were equated, indicating that it was not secondary to non-oscillatory activation. Co-rippling enhanced prediction was strongly modulated by ripple phase, supporting the most common posited mechanism for binding-by-synchrony. Co-ripple enhanced prediction is reciprocal, synergistic with local upstates, and further enhanced when multiple sites co-ripple, supporting re-entrant facilitation. Together, these results support the hypothesis that trans-cortical co-occurring ripples increase the integration of neuronal firing of neurons in different cortical locations and do so in part through phase-modulation rather than unstructured activation.
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  • 文章类型: Journal Article
    高频振荡(HFO)代表内源性癫痫发生和癫痫发作发生组织的电描记法生物标志物,在临床上被证明在术前计划和描绘切除区域中是有用的。在大脑皮层,关于HFOs的临床观察没有得到实验研究的充分支持,实验研究源于缺乏能够为新皮质HFOs的病理生理基础提供解释的现实的新皮质癫痫模型.在这项研究中,我们探索了病理性癫痫样网络现象,特别是HFOs,在高度真实的小鼠模型中,由于局灶性皮质发育不良(FCD)II型引起的新皮质癫痫。在脑发育的胚胎阶段,人类致病性mTOR基因突变的表达在小鼠中诱导了FCD。来自自由移动的FCD和癫痫动物的多个皮质区域的电图记录表明,FCD病变会从所有频率范围产生HFO,即,gamma,涟漪,和快速波纹高达800赫兹。伽玛波纹几乎只记录在FCD动物中,而快速波动也发生在控制中,虽然速度较低。伽玛波纹活动对于定位FCD病变特别有价值,超越了在对照动物中也观察到的快速涟漪的效用,尽管利率明显较低。扩散的HFO发生在FCD之外,对侧皮质也独立于FCD产生HFOs,指向更广泛的FCD网络功能障碍。携带mTOR突变并表达ChannelRhodopsin-2的神经元的光遗传激活引起快速纹波振荡,其显示类似于自发振荡的光谱和形态特征。这项研究带来了实验证据,即FCDII型在所有频带上都会产生病理性HFO,并提供了有关FCD中每个HFO亚型的时空特性的信息。研究表明,突变的神经元代表了FCD网络的功能上相互关联和活跃的组成部分,因为它们可以诱发发作间癫痫样现象和HFOs。
    High-frequency oscillations (HFOs) represent an electrographic biomarker of endogenous epileptogenicity and seizure-generating tissue that proved clinically useful in presurgical planning and delineating the resection area. In the neocortex, the clinical observations on HFOs are not sufficiently supported by experimental studies stemming from a lack of realistic neocortical epilepsy models that could provide an explanation of the pathophysiological substrates of neocortical HFOs. In this study, we explored pathological epileptiform network phenomena, particularly HFOs, in a highly realistic murine model of neocortical epilepsy due to focal cortical dysplasia (FCD) type II. FCD was induced in mice by the expression of the human pathogenic mTOR gene mutation during embryonic stages of brain development. Electrographic recordings from multiple cortical regions in freely moving animals with FCD and epilepsy demonstrated that the FCD lesion generates HFOs from all frequency ranges, i.e., gamma, ripples, and fast ripples up to 800 Hz. Gamma-ripples were recorded almost exclusively in FCD animals, while fast ripples occurred in controls as well, although at a lower rate. Gamma-ripple activity is particularly valuable for localizing the FCD lesion, surpassing the utility of fast ripples that were also observed in control animals, although at significantly lower rates. Propagating HFOs occurred outside the FCD, and the contralateral cortex also generated HFOs independently of the FCD, pointing to a wider FCD network dysfunction. Optogenetic activation of neurons carrying mTOR mutation and expressing Channelrhodopsin-2 evoked fast ripple oscillations that displayed spectral and morphological profiles analogous to spontaneous oscillations. This study brings experimental evidence that FCD type II generates pathological HFOs across all frequency bands and provides information about the spatiotemporal properties of each HFO subtype in FCD. The study shows that mutated neurons represent a functionally interconnected and active component of the FCD network, as they can induce interictal epileptiform phenomena and HFOs.
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  • 文章类型: Journal Article
    已发现各种尺寸和密度的微塑料(MP)沉积在河床中。有人提出了几个交付过程来解释这些意见。然而,以前的研究都没有系统地探索这些过程,特别是在由有规律运动的细沉积物组成的河床的情况下。在这项研究中,我们使用数值流动和运输模型中的粒子跟踪模拟量化了河床运动对河床沉积物中MP沉积和积累的影响。该模型的流水速度为0.1-0.5ms-1,中值粒径为0.15-0.6mm。流床形态动力学是使用经验关系从这些输入参数估计的。使用过滤系数模拟MP被捕获在多孔介质中的倾向。对于每个粒度和流水速度,为了预测沉积物中颗粒的命运,在模拟中使用了各种各样的过滤系数。我们发现,由于沉积物周转而引起的交换会导致MP的埋藏和长期沉积,由于尺寸排除,最初预计不会进入床层。结果还表明,在细沉积物的河床中,预计MP的局部沉积将作为床的移动部分(上层)下方的水平层发生。然而,速度的增加会减少河床中MP沉积的深度。我们得出的结论是,不包括床运动对MP沉积的影响的模型可能会错误地计算沉积,保留,河床沉积物中MP的再悬浮和长期积累。
    Microplastics (MP) of all sizes and densities have been found deposited in streambeds. Several delivery processes were proposed to explain these observations. However, none of the previous studies explored these processes systematically, especially in cases of streambeds made of fine sediments that are regularly in motion. In this study, we quantified the effect of streambed motion on the deposition and accumulation of MP in streambed sediments using particle tracking simulations in a numerical flow and transport model. The model was run for streamwater velocities of 0.1-0.5 m s-1 and median grain sizes of 0.15-0.6 mm. Streambed morphodynamics were estimated from these input parameters using empirical relationships. MP propensity to become trapped in porous media was simulated using a filtration coefficient. For each grain size and streamwater velocity, a wide variety of filtration coefficients was used in simulations in order to predict the fate of particles in the sediment. We found that exchange due to sediment turnover leads to burial and long-term deposition of MP that originally were not expected to enter the bed due to size exclusion. The results also show that in streambeds with fine sediments, localized deposits of MP are expected to occur as a horizontal layer below the moving fraction of the bed (upper layer). However, increasing celerity reduces the depth of MP deposition in the streambed. We conclude that models that do not include the effect of bed motion on MP deposition are likely miscalculating the deposition, retention, resuspensions and long-term accumulation of MP in streambed sediments.
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