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Representational shifts from feedforward to feedback rhythms index phenomenological integration in naturalistic vision 从前馈节奏到反馈节奏的表象转变,反映了自然视觉中的现象整合
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.17.613416
Lixiang Chen, Radoslaw Cichy, Daniel Kaiser
How does the brain integrate complex and dynamic visual inputs into phenomenologically seamless percepts? Previous results demonstrate that when visual inputs are organized coherently across space and time, they are more strongly encoded in feedback-related alpha rhythms, and less strongly in feedforward-related gamma rhythms. Here, we tested whether this representational shift from feedforward to feedback rhythms is linked to the phenomenological experience of coherence. In an EEG study, we manipulated the degree of spatiotemporal coherence by presenting two segments from the same video across visual hemifields, either synchronously or asynchronously (with a delay between segments). We asked participants whether they perceived the stimulus as coherent or incoherent. When stimuli were presented at the perceptual threshold (i.e., when the same stimulus was judged as coherent 50% of times), perception co-varied with stimulus coding across alpha and gamma rhythms: When stimuli were perceived as coherent, they were represented in alpha activity; when stimuli were perceived as incoherent, they were represented in gamma activity. Whether the same visual input is perceived as coherent or incoherent thus depends on representational shifts between feedback-related alpha and feedforward-related gamma rhythms.
大脑如何将复杂而动态的视觉输入整合为现象上无缝的感知?之前的研究结果表明,当视觉输入在空间和时间上被连贯地组织起来时,它们在与反馈相关的阿尔法节律中的编码强度更高,而在与前馈相关的伽马节律中的编码强度较低。在这里,我们测试了这种从前馈节奏到反馈节奏的表征转变是否与连贯性的现象体验有关。在一项脑电图研究中,我们通过在视觉半场同步或非同步地(片段之间有延迟)呈现同一视频中的两个片段来操纵时空一致性的程度。我们询问受试者他们认为刺激是连贯的还是不连贯的。当刺激出现在感知阈值时(即同一刺激被判断为连贯的次数为 50%),感知与刺激编码在α和γ节奏上存在共变:当刺激被认为是连贯的时候,它们在阿尔法活动中表现出来;当刺激被认为是不连贯的时候,它们在伽马活动中表现出来。因此,同一视觉输入被认为是连贯的还是不连贯的,取决于反馈相关的阿尔法节奏和前馈相关的伽玛节奏之间的表征转换。
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引用次数: 0
Lateral prefrontal cortex controls interplay between working memory and actions 外侧前额叶皮层控制着工作记忆与行动之间的相互作用
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.17.613601
Anastasia Kiyonaga, Jacob Miller, Mark D'Esposito
Humans must often keep multiple task goals in mind, at different levels of priority and immediacy, while also interacting with the environment. We might need to remember information for an upcoming task while engaged in more immediate actions. Consequently, actively maintained working memory (WM) content may bleed into ongoing but unrelated motor behavior. Here, we experimentally test the impact of WM maintenance on action execution, and we transcranially stimulate lateral prefrontal cortex (PFC) to parse its functional contributions to WM-motor interactions. We first created a task scenario wherein human participants (both sexes) executed cued hand movements during WM maintenance. We manipulated the compatibility between WM and movement goals at the trial level and the statistical likelihood that the two would be compatible at the block level. We found that remembering directional words (e.g., "left", "down") biased the trajectory and speed of hand movements that occurred during the WM delay, but the bias was dampened in blocks when WM content predictably conflicted with movement goals. Then we targeted left lateral PFC with two different transcranial magnetic stimulation (TMS) protocols before participants completed the task. We found that an intermittent theta-burst protocol, which is thought to be excitatory, dampened sensitivity to block-level control demands (i.e., proactive control), while a continuous theta-burst protocol, which is thought to be inhibitory, dampened adaptation to trial-by-trial conflict (i.e., reactive control). Therefore, lateral PFC is involved in controlling the interplay between WM content and manual action, but different PFC mechanisms may support different time-scales of adaptive control.
人类在与环境互动的同时,往往必须在不同的优先级和即时性水平上牢记多个任务目标。我们可能需要为即将到来的任务记住信息,同时还要进行更直接的行动。因此,积极保持的工作记忆(WM)内容可能会渗入到正在进行的、与之无关的运动行为中。在这里,我们通过实验测试了工作记忆的维持对动作执行的影响,并通过经颅刺激外侧前额叶皮层(PFC)来分析其对工作记忆与动作相互作用的功能贡献。我们首先创建了一个任务情景,让人类参与者(男女均可)在 WM 保持期间执行提示的手部动作。我们在试验水平上操纵了 WM 与运动目标之间的兼容性,并在区块水平上操纵了两者兼容性的统计可能性。我们发现,记忆方向词(如 "左"、"下")会使在 WM 延迟期间发生的手部运动的轨迹和速度产生偏差,但当 WM 内容与运动目标发生可预测的冲突时,这种偏差会在区块中得到抑制。然后,在参与者完成任务之前,我们使用两种不同的经颅磁刺激(TMS)方案对左外侧前脑功能区进行了定向刺激。我们发现,被认为具有兴奋作用的间歇性θ-脉冲方案抑制了对区块级控制要求的敏感性(即主动控制),而被认为具有抑制作用的连续性θ-脉冲方案抑制了对逐次试验冲突的适应性(即被动控制)。因此,外侧前脑功能区参与控制 WM 内容和手动操作之间的相互作用,但不同的前脑功能区机制可能支持不同时间尺度的适应性控制。
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引用次数: 0
Sex-Specific Complement and Cytokine Imbalances in Drug-Resistant Epilepsy: Biomarkers of Immune Vulnerability 耐药性癫痫的性别特异性补体和细胞因子失衡:免疫脆弱性的生物标志物
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.16.612934
Nicole Pinzon-Hoyos, Yibo Li, Monnie McGee, Nicholas P Poolos, Nicola Marchi, Amy L Brewster
Objective: Drug-resistant epilepsy (DRE) poses significant challenges in treatment and management. While seizure-related alterations in peripheral immune players are increasingly recognized, the involvement of the complement system, central to immune function, remains insufficiently explored in DRE. This study aimed to investigate the levels of complement system components and their association with cytokine profiles in patients with DRE.Methods: We analyzed serum samples from DRE patients (n = 46) and age- and sex-matched healthy controls (n = 45). Complement components and cytokines were quantified using Multi- and Single-plex ELISA. Statistical analyses examined relationships between complement molecules, cytokines, and clinical outcomes including epilepsy duration, Full-Scale Intelligence Quotient (FSIQ) scores, and age. Results: We found common alterations in all DRE cases, including significant complement deficiencies (C1q, Factor H, C4, C4b, C3, and C3b/iC3b) and detectable bFGF levels. DRE females showed significantly lower levels of TNF-α and IL-8 compared to healthy females. In DRE males, we observed a trend towards elevated CCL2 and CCL5 levels compared to healthy males. These findings suggest potential sex-dimorphism in immune profiles. Our analysis also indicated associations between specific complement and inflammatory markers (C2, IL-8, and IL-9) and Full-Scale Intelligence Quotient (FSIQ) scores in DRE patients.Interpretation: Our study reveals sex-specific peripheral complement deficiencies and cytokine dysregulation in DRE patients, indicating an underlying immune system vulnerability. These findings provide new insights into DRE mechanisms, potentially guiding future research on complement and cytokine signaling towards personalized treatments for DRE patients.
目的:耐药性癫痫(DRE)给治疗和管理带来了巨大挑战。虽然与癫痫发作相关的外周免疫参与者的改变已被越来越多的人所认识,但作为免疫功能核心的补体系统在 DRE 中的参与仍未得到充分探讨。本研究旨在调查 DRE 患者体内补体系统成分的水平及其与细胞因子谱的关联:我们分析了 DRE 患者(46 人)和年龄与性别匹配的健康对照组(45 人)的血清样本。使用多倍和单倍酶联免疫吸附法对补体成分和细胞因子进行了定量分析。统计分析研究了补体分子、细胞因子和临床结果(包括癫痫持续时间、全量表智商 (FSIQ) 评分和年龄)之间的关系。结果我们在所有 DRE 病例中发现了共同的改变,包括明显的补体缺乏(C1q、因子 H、C4、C4b、C3 和 C3b/iC3b)和可检测到的 bFGF 水平。与健康女性相比,DRE 女性的 TNF-α 和 IL-8 水平明显较低。与健康男性相比,我们观察到 DRE 男性的 CCL2 和 CCL5 水平呈上升趋势。这些研究结果表明,免疫特征存在潜在的性别畸变。我们的分析还表明,DRE 患者的特定补体和炎症标记物(C2、IL-8 和 IL-9)与全量表智商 (FSIQ) 评分之间存在关联:我们的研究揭示了 DRE 患者外周补体缺乏和细胞因子失调的性别特异性,表明了潜在的免疫系统脆弱性。这些发现为了解 DRE 的机制提供了新的视角,有可能指导未来的补体和细胞因子信号转导研究,从而为 DRE 患者提供个性化治疗。
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引用次数: 0
Towards Longitudinal Characterization of Multiple Sclerosis Atrophy Employing SynthSeg Framework and Normative Modeling 利用 SynthSeg 框架和规范建模纵向描述多发性硬化症萎缩的特征
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.17.613272
Pedro Macias Gordaliza, Nataliia Molchanova, Maxence Wynen, Pietro Maggi, Joost Janssen, Jaume Banus, Alessandro Cagol, Cristina Granziera, Meritxell Bach Cuadra
Multiple Sclerosis (MS) is a complex neurodegenerative disease characterized by heterogeneous progression patterns. Traditional clinical measures like the Expanded Disability Status Scale (EDSS) inadequately capture the full spectrum of disease progression, highlighting the need for advanced Disease Progression Modeling (DPM) approaches.This study harnesses cutting-edge neuroimaging and deep learning techniques to investigate deviations in subcortical volumes in MS patients. We analyze T1-weighted and Fluid-attenuated inversion recovery (FLAIR) Magnetic Resonance Imaging (MRI) data using advanced DL segmentation models, SynthSeg+ and SynthSeg-WMH, which address the challenges of conventional methods in the presence of white matter lesions. By comparing subcortical volumes of 326 MS patients to a normative model from 37,407 healthy individuals, we identify significant deviations that enhance our understanding of MS progression. This study highlights the potential of integrating DL with normative modeling to refine MS progression characterization, automate informative MRI contrasts, and contribute to data-driven DPM in neurodegenerative diseases.
多发性硬化症(MS)是一种复杂的神经退行性疾病,其特点是进展模式各不相同。本研究利用最先进的神经成像和深度学习技术来研究多发性硬化症患者皮层下体积的偏差。我们使用先进的 DL 分割模型 SynthSeg+ 和 SynthSeg-WMH 分析了 T1 加权和流体增强反转恢复(FLAIR)磁共振成像(MRI)数据。通过将 326 名多发性硬化症患者的皮层下容积与 37,407 名健康人的标准模型进行比较,我们发现了明显的偏差,从而加深了我们对多发性硬化症进展的理解。这项研究强调了将 DL 与常模整合以完善多发性硬化症进展特征、自动进行信息 MRI 对比以及促进神经退行性疾病的数据驱动 DPM 的潜力。
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引用次数: 0
Precision-dependent modulation of social attention 社会注意力的精确调节
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.17.612568
Wenhui Gao, Changbo Zhu, Bailu Si, Liqin Zhou, Ke Zhou
Social attention, guided by cues like gaze direction, is crucial for effective social interactions. However, how dynamic environmental context modulates this process remains unclear. Integrating a hierarchical Bayesian model with fMRI, this study investigated how individuals adjusted attention based on the predictions about cue validity (CV). Thirty-three participants performed a modified Posner location-cueing task with varying CV. Behaviorally, individuals' allocation of social attention was finely tuned to the precision (inverse variance) of CV predictions, with the predictions being updated by precision-weighted prediction errors (PEs) about the occurrence of target locations. Neuroimaging results revealed that the interaction between allocation of social attention and CV influenced activity in regions involved in spatial attention and/or social perception, such as the temporoparietal junction (TPJ), frontal eye field (FEF), superior temporal sulcus (STS), and inferior parietal sulcus (IPS). Precision-weighted PEs about target locations specifically modulated activity in the TPJ, STS, and primary visual cortex (V1), underscoring their roles in refining attentional predictions. Dynamic causal modeling (DCM) further demonstrated that enhanced absolute precision-weighted PEs about target locations strengthened the effective connectivity from V1 and STS to TPJ, emphasizing their roles in conveying residual error signals from low-level sensory areas to high-level critical attention areas. These findings elucidated how the precision of contextual predictions dynamically modulated social attention, offering insights into the computational and neurocognitive mechanisms of context-dependent social attention.
由凝视方向等线索引导的社交注意力对于有效的社交互动至关重要。然而,动态环境背景如何调节这一过程仍不清楚。本研究将分层贝叶斯模型与 fMRI 相结合,探讨了个体如何根据对线索有效性(CV)的预测来调整注意力。33 名参与者在不同的 CV 条件下完成了经改进的 Posner 位置线索任务。从行为上看,个体的社会注意力分配与 CV 预测的精确度(反方差)密切相关,而预测是由目标位置出现的精确度加权预测误差(PE)更新的。神经影像学结果显示,社交注意力分配与 CV 之间的相互作用影响了空间注意力和/或社交感知相关区域的活动,如颞顶交界处(TPJ)、额叶眼区(FEF)、颞上沟(STS)和顶下沟(IPS)。关于目标位置的精确加权PE特别调节了TPJ、STS和初级视觉皮层(V1)的活动,强调了它们在完善注意预测中的作用。动态因果建模(DCM)进一步证明,增强的目标位置绝对精度加权PE加强了从V1和STS到TPJ的有效连接,强调了它们在将残余错误信号从低级感觉区域传递到高级关键注意区域中的作用。这些发现阐明了情境预测的精确性是如何动态调节社会注意力的,为研究情境依赖型社会注意力的计算和神经认知机制提供了见解。
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引用次数: 0
Sparsity of population activity in the hippocampus is task-invariant across the trisynaptic circuit and dorsoventral axis 海马中群体活动的稀疏性在三突触回路和背腹轴线上与任务无关
Pub Date : 2024-09-18 DOI: 10.1101/2024.09.17.613549
J. Quinn Lee, Matthew Nielsen, Rebecca McHugh, Erik Morgan, Nhung Hong, Robert J Sutherland, Robert J McDonald
Evidence from neurophysiological and genetic studies demonstrates that activity sparsity, the proportion of neurons that are active at a given time in a population, systematically varies across the canonical trisynaptic circuit of the hippocampus. Recent work has also shown that sparsity varies across the hippocampal dorsoventral (long) axis, wherein activity is sparser in ventral than dorsal regions. While the hippocampus has a critical role in long term memory (LTM), whether sparsity across the trisynaptic circuit and hippocampal long axis is task dependent or invariant remains unknown. Importantly, representational sparsity has significant implications for neural computation and theoretical models of learning and memory within and beyond the hippocampus. Here we used functional molecular imaging to quantify sparsity in the rat hippocampus during performance of the Morris water task (MWT) and contextual fear discrimination (CFD); two popular and distinct assays of LTM. We found that activity sparsity is highly reliable across memory tasks, wherein activity increases sequentially across the trisynaptic circuit (DG < CA3 < CA1) and decreases across the long axis (ventral < dorsal). These results have important implications for models of hippocampal function and suggest that activity sparsity is a preserved property in the hippocampal system across cognitive settings.
来自神经生理学和遗传学研究的证据表明,活动稀疏性(神经元群中在给定时间内处于活动状态的神经元比例)在海马的典型三突触回路中存在系统性变化。最近的研究还表明,稀疏性在海马背腹(长)轴上也有变化,即腹侧区域的活动比背侧区域稀疏。虽然海马在长期记忆(LTM)中起着至关重要的作用,但三突触回路和海马长轴上的稀疏性是取决于任务还是不变的,目前仍不得而知。重要的是,表征稀疏性对海马内外的神经计算和学习与记忆理论模型具有重要影响。在这里,我们利用功能分子成像技术量化了大鼠海马在完成莫里斯水任务(MWT)和情境恐惧辨别(CFD)时的稀疏性。我们发现,在不同的记忆任务中,活动稀疏性是高度可靠的,其中活动在三突触回路(DG < CA3 < CA1)中依次增加,在长轴(腹侧 < 背侧)中依次减少。这些结果对海马功能模型具有重要意义,并表明活动稀疏性是海马系统在不同认知环境中保留的特性。
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引用次数: 0
Cholinergic signaling differentially regulates song premotor circuits to stabilize songs in songbirds 胆碱能信号在不同程度上调节鸣禽的鸣唱前运动回路以稳定鸣唱
Pub Date : 2024-09-13 DOI: 10.1101/2024.09.03.610982
Ning Xu, Yutao Zhang, Yalun Sun, Xueqing Song, Yangyang Cao, Xinqi Yang, Songhua Wang, Wei Meng
Cholinergic modulation plays an important role in motor skill learning, including vocal learning. In songbirds, song premotor nucleus RA simultaneously receives inputs from song nuclei HVC and LMAN, and then its projection neurons (RAPNs) generate song motor control output. Using electrophysiological and pharmacological methods, we found that cholinergic signaling can enhance song stability by reducing HVC-RAPN excitatory synaptic transmission in adult male zebra finches, mediated by mAChRs. Although nAChRs are not effective overall, cholinergic signaling can also decrease LMAN-RAPN excitatory synaptic transmission induced by electrical stimulation via nAChRs, suggesting the potential role of cholinergic regulation in song behavior through LMAN-RA pathway. On the contrary, in adult female zebra finches, only LMAN-RAPN synaptic transmission was reduced by cholinergic signaling via mAChRs. The role of differential cholinergic regulation of song premotor circuits in songbirds' singing provides insights into the neural processes of motor skill learning.
胆碱能调节在运动技能学习(包括声乐学习)中发挥着重要作用。在鸣禽中,鸣唱前运动核RA同时接收来自鸣唱核HVC和LMAN的输入,然后其投射神经元(RAPN)产生鸣唱运动控制输出。利用电生理和药理学方法,我们发现胆碱能信号可以通过减少成年雄性斑马雀的 HVC-RAPN 兴奋性突触传递来提高鸣唱的稳定性,而这是由 mAChRs 介导的。虽然nAChRs总体上不起作用,但胆碱能信号也能通过nAChRs减少电刺激诱导的LMAN-RAPN兴奋性突触传递,这表明胆碱能通过LMAN-RA途径在鸣唱行为中发挥潜在的调节作用。相反,在成年雌性斑马雀中,只有LMAN-RAPN突触传递会因胆碱能信号通过mAChRs而降低。鸣禽鸣唱前运动回路的不同胆碱能调节作用为运动技能学习的神经过程提供了启示。
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引用次数: 0
Controlled retrieval relies on directed interactions between semantic control regions and visual cortex: MEG evidence from oscillatory dynamics 受控检索依赖于语义控制区域和视觉皮层之间的定向互动:来自振荡动力学的 MEG 证据
Pub Date : 2024-09-13 DOI: 10.1101/2024.09.07.611827
Susanne Eisenhauer, Meichao Zhang, Katya Krieger-Redwood, Richard Aveyard, Rebecca L. Jackson, Piers L. Cornelissen, Jonathan Smallwood, Elizabeth Jefferies
To navigate the world, we store knowledge about the relationships between concepts and retrieve this information flexibly to suit our goals. The semantic control network, comprising left inferior frontal gyrus (IFG) and posterior middle temporal gyrus (pMTG), is thought to orchestrate this flexible retrieval by modulating sensory inputs. However, interactions between semantic control and input regions are not sufficiently understood. Moreover, pMTG's well-formed structural connections to both IFG and visual cortex suggests it as a candidate region to integrate control and input processes. We used magnetoencephalography to investigate oscillatory dynamics during semantic decisions to pairs of words, presented one at a time, when participants did or did not know the type of semantic relation between them. IFG showed early increases and decreases in oscillatory responses to prior task knowledge, while pMTG only showed positive effects of task knowledge at a later time window. Furthermore, both regions provided feedback to visual cortex when goals were absent, while IFG also provided feedback when goals were known. This goal-dependent feedback coincided with an earlier onset of feedforward signalling from visual cortex to pMTG, indicating rapid retrieval of task-relevant features. Knowledge of task goals also enhanced simultaneous inputs to pMTG from both IFG and visual cortex, consistent with the view that pMTG integrates top-down control with bottom-up input. Our findings elucidate the separate roles of anterior and posterior components of the semantic control network and reveal the spectro-temporal cascade of interactions between semantic control and visual regions that underlie our ability to flexibly adapt cognition to the current goals.
为了驾驭世界,我们需要存储有关概念之间关系的知识,并根据我们的目标灵活检索这些信息。语义控制网络由左侧额叶下回(IFG)和后颞中回(pMTG)组成,被认为可以通过调节感觉输入来协调这种灵活的检索。然而,人们对语义控制和输入区域之间的相互作用还不甚了解。此外,pMTG 与 IFG 和视觉皮层之间良好的结构连接表明它是整合控制和输入过程的候选区域。我们使用脑磁图研究了参与者在知道或不知道词与词之间的语义关系类型时,对每次出现的一对词做出语义判断时的振荡动态。IFG 显示了先前任务知识对振荡反应的早期增加和减少,而 pMTG 仅在较晚的时间窗口显示了任务知识的积极影响。此外,当目标缺失时,这两个区域都会向视觉皮层提供反馈,而当目标已知时,IFG 也会提供反馈。这种依赖于目标的反馈与视觉皮层向 pMTG 发送前馈信号的较早开始相吻合,表明任务相关特征的快速检索。对任务目标的了解还增强了同时从 IFG 和视觉皮层向 pMTG 的输入,这与 pMTG 将自上而下的控制与自下而上的输入相结合的观点一致。我们的研究结果阐明了语义控制网络前部和后部成分的不同作用,并揭示了语义控制和视觉区域之间的时空级联相互作用,这种相互作用是我们根据当前目标灵活调整认知能力的基础。
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引用次数: 0
Bullying and Early Brain Development: A Longitudinal Structural Magnetic Resonance Imaging Study from Adolescence to Early Adulthood 欺凌与早期大脑发育:从青春期到成年早期的结构磁共振成像纵向研究
Pub Date : 2024-09-13 DOI: 10.1101/2024.09.11.611600
Michael Connaughton, Orla Mitchell, Emer Cullen, Michael O'Connor, Tobias Banaschewski, Gareth Barker, Arun LW Bokde, Rudiger Bruhl, Sylvane Desrivieres, Herta Flor, Hugh Garavan, Penny Anne Gowland, Antoine Anne Grigis, Andreas Heinz, Herve Lemaitre, Jean-Luc Martinot, Marie-Laure Paillere Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Michael N Smolka, Sarah Hohmann, Nathalie E Holz, Nilakshi Vaidya, Henrik Walter, Gunter Schumann, Robert Whelan, Darren Roddy
To explore this, we conducted the largest structural MRI analysis to date (n=2094, including 1009 females), across three time points from the IMAGEN study, tracking region-specific brain volume trajectories from adolescence to early adulthood using a data-driven approach. Generally, experienced bullying showed increased subcortical volumes in the putamen (beta=0.12), caudate (beta=0.06), accumbens (beta=0.06), amygdala (beta=0.07), hippocampus (beta=0.06), paired with decreased cerebellar (beta=-0.10), entorhinal, (beta=-0.12), and insula (beta=-0.11) volumes. Females exhibited more volumetric changes in emotional processing areas whereas males had more changes in motor and sensory regions. These findings point to widespread associations between bullying victimization and brain development, offering a potential neurobiological framework to explain the emotional and behavioral difficulties observed. Importantly, this study emphasizes the need for a sex-sensitive approach in future research and interventions related to bullying.
为了探讨这个问题,我们进行了迄今为止最大规模的结构性核磁共振成像分析(n=2094,包括1009名女性),横跨IMAGEN研究的三个时间点,采用数据驱动法跟踪从青春期到成年早期的特定区域脑容量轨迹。一般来说,经历过欺凌的人的大脑皮层下的体积会增加,包括普托门(beta=0.12)、尾状核(beta=0.06)、延脑(beta=0.06)、杏仁核(beta=0.07)和海马(beta=0.06),同时小脑(beta=-0.10)、内黑质(beta=-0.12)和脑岛(beta=-0.11)的体积会减少。女性在情绪处理区域的体积变化更大,而男性在运动和感觉区域的体积变化更大。这些研究结果表明,欺凌受害与大脑发育之间存在广泛联系,为解释所观察到的情绪和行为障碍提供了一个潜在的神经生物学框架。重要的是,这项研究强调了在未来与欺凌相关的研究和干预措施中采用性别敏感方法的必要性。
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引用次数: 0
Barcode activity in a recurrent network model of the hippocampus enables efficient memory binding 海马体递归网络模型中的条形码活动可实现高效记忆绑定
Pub Date : 2024-09-13 DOI: 10.1101/2024.09.09.612073
Ching Fang, Jack Lindsey, Dmitriy Aronov, LF Abbott, Selmaan N Chettih
Forming an episodic memory requires binding together disparate elements that co-occur in a single experience. One model of this process is that neurons representing different components of a memory bind to an "index" --- a subset of neurons unique to that memory. Evidence for this model has recently been found in chickadees, which use hippocampal memory to store and recall locations of cached food. Chickadee hippocampus produces sparse, high-dimensional patterns ("barcodes") that uniquely specify each caching event. Unexpectedly, the same neurons that participate in barcodes also exhibit conventional place tuning. It is unknown how barcode activity is generated, and what role it plays in memory formation and retrieval. It is also unclear how a memory index (e.g. barcodes) could function in the same neural population that represents memory content (e.g. place). Here, we design a biologically plausible model that generates barcodes and uses them to bind experiential content. Our model generates barcodes from place inputs through the chaotic dynamics of a recurrent neural network and uses Hebbian plasticity to store barcodes as attractor states. The model matches experimental observations that memory indices (barcodes) and content signals (place tuning) are randomly intermixed in the activity of single neurons. We demonstrate that barcodes reduce memory interference between correlated experiences. We also show that place tuning plays a complementary role to barcodes, enabling flexible, contextually-appropriate memory retrieval. Finally, our model is compatible with previous models of the hippocampus as generating a predictive map. Distinct predictive and indexing functions of the network are achieved via an adjustment of global recurrent gain. Our results suggest how the hippocampus may use barcodes to resolve fundamental tensions between memory specificity (pattern separation) and flexible recall (pattern completion) in general memory systems.
形成外显记忆需要将在一次经历中同时出现的不同元素结合在一起。这一过程的一种模式是,代表记忆不同组成部分的神经元与 "索引"--该记忆独有的神经元子集--结合在一起。最近在雏鸟身上发现了这种模式的证据,雏鸟利用海马记忆来存储和回忆食物的存放位置。雏鸟的海马产生稀疏的高维模式("条形码"),独特地指明了每个贮藏事件。意想不到的是,参与条形码的神经元也表现出传统的位置调谐。目前还不清楚条形码活动是如何产生的,以及它在记忆形成和检索过程中发挥了什么作用。此外,记忆索引(如条形码)如何在代表记忆内容(如位置)的同一神经群中发挥作用也不清楚。在这里,我们设计了一个在生物学上看似合理的模型,它能生成条形码并用条形码绑定经验内容。我们的模型通过递归神经网络的混沌动力学从位置输入生成条形码,并利用海比可塑性将条形码存储为吸引子状态。该模型与实验观察结果相吻合,即记忆指数(条形码)和内容信号(地点调谐)在单个神经元的活动中随机混合。我们证明,条形码能减少相关经验之间的记忆干扰。我们还证明,地点调谐与条形码起着互补作用,可实现灵活的、与上下文相适应的记忆检索。最后,我们的模型与以往海马产生预测图的模型是一致的。网络的预测和索引功能是通过调整全局递归增益来实现的。我们的研究结果表明,海马可以利用条形码来解决一般记忆系统中记忆特异性(模式分离)和灵活回忆(模式完成)之间的基本矛盾。
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引用次数: 0
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bioRxiv - Neuroscience
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