entorhinal cortex

内胆皮层
  • 文章类型: Journal Article
    二甲基亚砜(DMSO)由于其偶极和非质子性质而通常用于溶解水不溶性药物。它在许多药理学研究中也用作载体。然而,据报道,DMSO可以诱发人类患者的癫痫发作,降低体内癫痫发作阈值,并在体外调节离子受体的活性。因此,我们在这里研究了0.03%和0.06%DMSO的作用,比以前的研究中通常使用的低10到50倍,在雄性小鼠脑片中癫痫样同步的4-氨基吡啶(4AP)模型中。我们发现,0.03%和0.06%的DMSO增加4AP引起的发作率,而0.06%的DMSO减少了临时出院时间。我们的结果表明,DMSO对神经元兴奋性的影响值得进一步分析,研究人员需要意识到其作为溶剂的混杂作用。即使浓度很低。
    Dimethyl sulfoxide (DMSO) is commonly used to dissolve water-insoluble drugs due to its dipolar and aprotic properties. It also serves as a vehicle in many pharmacological studies. However, it has been reported that DMSO can induce seizures in human patients, lower seizure threshold in vivo, and modulate ion receptors activities in vitro. Therefore, we investigated here the effect of 0.03% and 0.06% DMSO, which are 10 to 50 times lower than what usually employed in previous studies, in the 4-aminopyridine (4AP) model of epileptiform synchronization in male mouse brain slices. We found that 0.03% and 0.06% DMSO increase 4AP-induced ictal discharge rate, while 0.06% DMSO decreases ictal discharge duration. Our results suggest that the effects of DMSO on neuronal excitability deserve further analysis and that investigators need to be aware of its confounding effect as a solvent, even at very low concentrations.
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  • 文章类型: Journal Article
    雌激素被认为部分地通过调节皮层和海马中的突触传递来调节认知功能。给予17β-雌二醇(E2)可以通过激活G蛋白偶联的雌激素受体1(GPER1)迅速增强海马中的兴奋性突触传递,并促进大鼠外侧内嗅皮质中的兴奋性突触传递。为了评估GPER1激活促进突触传递的机制,我们评估了急性10nME2给药对II/III层内嗅神经元药理学分离的兴奋性和抑制性突触电流的影响.在出生后第63天(PD)和74天之间对雌性Long-Evans大鼠进行卵巢切除,并植入真皮下E2胶囊以维持E2的持续低水平。在卵巢切除术后7至20天之间获得电生理记录。应用E220分钟不会显着影响AMPA或NMDA受体介导的兴奋性突触电流。然而,GABA受体介导的抑制性突触电流(IPSC)被E2显着降低,并在20分钟的洗脱期恢复至基线水平。在GPER1受体拮抗剂G15存在下阻断GABA介导的IPSC的抑制。GPER1可以调节蛋白激酶A(PKA),但用细胞内KT5720阻断PKA并不能阻止E2诱导的IPSC减少。GPER1还可以刺激细胞外信号调节激酶(ERK),GABAA受体的负调节剂,用PD90859阻断ERK的激活阻止了E2诱导的IPSC的减少。因此,E2可以导致GABA介导的IPSC中GPER1和ERK信号传导介导的快速减少。这提供了一种新机制,通过该机制,E2可以快速调节内嗅层II/III神经元的突触兴奋性,并且还可能导致其他大脑区域的E2和ERK依赖性突触传递改变。
    Estrogens are believed to modulate cognitive functions in part through the modulation of synaptic transmission in the cortex and hippocampus. Administration of 17β-estradiol (E2) can rapidly enhance excitatory synaptic transmission in the hippocampus and facilitate excitatory synaptic transmission in rat lateral entorhinal cortex via activation of the G protein-coupled estrogen receptor-1 (GPER1). To assess the mechanisms through which GPER1 activation facilitates synaptic transmission, we assessed the effects of acute 10 nM E2 administration on pharmacologically isolated evoked excitatory and inhibitory synaptic currents in layer II/III entorhinal neurons. Female Long-Evans rats were ovariectomized between postnatal day (PD) 63 and 74 and implanted with a subdermal E2 capsule to maintain continuous low levels of E2. Electrophysiological recordings were obtained between 7 and 20 days after ovariectomy. Application of E2 for 20 min did not significantly affect AMPA or NMDA receptor-mediated excitatory synaptic currents. However, GABA receptor-mediated inhibitory synaptic currents (IPSCs) were markedly reduced by E2 and returned towards baseline levels during the 20-min washout period. The inhibition of GABA-mediated IPSCs was blocked in the presence of the GPER1 receptor antagonist G15. GPER1 can modulate protein kinase A (PKA), but blocking PKA with intracellular KT5720 did not prevent the E2-induced reduction in IPSCs. GPER1 can also stimulate extracellular signal-regulated kinase (ERK), a negative modulator of GABAA receptors, and blocking activation of ERK with PD90859 prevented the E2-induced reduction of IPSCs. E2 can therefore result in a rapid GPER1 and ERK signaling-mediated reduction in GABA-mediated IPSCs. This provides a novel mechanism through which E2 can rapidly modulate synaptic excitability in entorhinal layer II/III neurons and may also contribute to E2 and ERK-dependent alterations in synaptic transmission in other brain areas.
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  • 文章类型: Journal Article
    内嗅皮层代表空间导航所需的非中心空间几何形状以及以自我为中心的速度和航向信息。然而,目前尚不清楚它是否有助于预测动物的未来位置。我们在内侧内嗅皮层(MEC)中发现了网格细胞,它们具有代表目标导向行为期间未来位置的网格场。这些预测性网格单元通过将它们的网格场移向行进方向来表示预期的空间信息。预测网格细胞在海马CA1θ振荡的波谷阶段放电,与其他类型的网格单元一起,在每个theta周期中从当前位置到未来位置的轨迹的有组织序列。我们的结果表明,MEC提供了一个预测地图,支持空间导航中的前瞻性规划。
    The entorhinal cortex represents allocentric spatial geometry and egocentric speed and heading information required for spatial navigation. However, it remains unclear whether it contributes to the prediction of an animal\'s future location. We discovered grid cells in the medial entorhinal cortex (MEC) that have grid fields representing future locations during goal-directed behavior. These predictive grid cells represented prospective spatial information by shifting their grid fields against the direction of travel. Predictive grid cells discharged at the trough phases of the hippocampal CA1 theta oscillation and, together with other types of grid cells, organized sequences of the trajectory from the current to future positions across each theta cycle. Our results suggest that the MEC provides a predictive map that supports forward planning in spatial navigation.
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  • 文章类型: Journal Article
    星形胶质细胞增生是一种由急性和慢性神经系统疾病共有的疾病,包括形态学,蛋白质组学,和星形胶质细胞的功能重排。在阿尔茨海默病(AD)中,反应性星形胶质细胞构建淀粉样蛋白沉积物,并表现出与特定蛋白过表达相关的结构变化,主要属于中间长丝。在功能层面,β淀粉样蛋白触发星形胶质细胞中功能失调的钙信号,这有助于维持慢性神经炎症。因此,参与星形胶质细胞钙信号传导的细胞内参与者的鉴定可以帮助揭示AD中星形胶质细胞反应性和功能丧失的潜在机制。我们最近发现钙结合蛋白centrin-2(CETN2)是人脑中一种新型的星形胶质细胞标志物,为了确定星形细胞CETN2的表达和分布是否会受到神经退行性疾病的影响,我们检查了对照和散发性AD患者的模式。通过免疫印迹,免疫组织化学,和靶向质谱,我们报道了内嗅CETN2免疫反应性与神经认知障碍之间的正相关,随着大量的淀粉样蛋白沉积和神经原纤维缠结,因此突出了CETN2表达与AD进展之间的线性关系。CETN2阳性星形胶质细胞以成簇的方式分散在内嗅皮层中,并与反应性神经胶质标记物STAT3,NFATc3和YKL-40共定位,表明在AD诱导的星形胶质细胞增生中具有人类特异性作用。总的来说,我们的数据提供了第一个证据,证明CETN2是在AD中发生重排的星形细胞钙试剂盒的一部分,并将CETN2添加到可能在疾病演变中发挥作用的蛋白质列表中.
    Astrogliosis is a condition shared by acute and chronic neurological diseases and includes morphological, proteomic, and functional rearrangements of astroglia. In Alzheimer\'s disease (AD), reactive astrocytes frame amyloid deposits and exhibit structural changes associated with the overexpression of specific proteins, mostly belonging to intermediate filaments. At a functional level, amyloid beta triggers dysfunctional calcium signaling in astrocytes, which contributes to the maintenance of chronic neuroinflammation. Therefore, the identification of intracellular players that participate in astrocyte calcium signaling can help unveil the mechanisms underlying astrocyte reactivity and loss of function in AD. We have recently identified the calcium-binding protein centrin-2 (CETN2) as a novel astrocyte marker in the human brain and, in order to determine whether astrocytic CETN2 expression and distribution could be affected by neurodegenerative conditions, we examined its pattern in control and sporadic AD patients. By immunoblot, immunohistochemistry, and targeted-mass spectrometry, we report a positive correlation between entorhinal CETN2 immunoreactivity and neurocognitive impairment, along with the abundance of amyloid depositions and neurofibrillary tangles, thus highlighting a linear relationship between CETN2 expression and AD progression. CETN2-positive astrocytes were dispersed in the entorhinal cortex with a clustered pattern and colocalized with reactive glia markers STAT3, NFATc3, and YKL-40, indicating a human-specific role in AD-induced astrogliosis. Collectively, our data provide the first evidence that CETN2 is part of the astrocytic calcium toolkit undergoing rearrangements in AD and adds CETN2 to the list of proteins that could play a role in disease evolution.
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  • 文章类型: Journal Article
    背景:轻度行为障碍(MBI)是阿尔茨海默病和相关痴呆(ADRD)的高危人群,利用与晚年紧急和持续性神经精神症状(NPS)相关的风险。MBI可以作为以后生活中出现的认知症状(轻度认知障碍,MCI)。这些结构不是相互排斥的,并且可以共同发生。我们描述了MBI之间的关系,海马和内嗅皮层的灰质体积,认知功能正常(NC)和MCI的老年人发生认知功能下降。
    方法:来自国家阿尔茨海默病协调中心统一数据集的7242名参与者。规范形态测量图像统计工具用于生成双侧海马和内嗅皮质的灰质体积的估计值。按年龄标准化,性别,颅内总容积,和图像质量。使用被告方评估的神经精神清单问卷评估NPS,根据已发布的算法得出MBI分数。使用多变量线性回归在NC和MCI中分别对MBI状态和感兴趣区域之间的关联进行建模。调整教育和临床MRI访问间隔时间。使用Cox比例风险回归对MBI状态与事件认知下降之间的关联进行建模。
    结果:参与者特征总结在表1中。根据图1和图2,患有MBI的NC参与者双侧海马的灰质体积较低(B=-0.40,95CI:[-0.66,-0.15],p=.004),发生MCI或痴呆的风险更大,比没有MBI的人(HR=3.34,95CI:[2.04,5.48),p<.001)。与NCMBI参与者相比,NCMBI参与者的双侧内嗅皮层的灰质体积也较低。虽然没有统计学意义(B=-0.13,95CI:[-0.35,-0.08],p=.22)。在MCI中,MBI的参与者在两个海马中的双侧灰质体积较低(B=-0.46,95CI:[-0.80,-0.12],p=0.01)和内嗅皮层(B=-0.42,95CI:[-0.76,-0.12],p=.009),并且有更高的痴呆进展率(HR=4.13,95CI:[2.45,6.94),p<.001),比那些没有MBI。
    结论:我们的研究结果表明,评估无痴呆的老年人的MBI状态与认知状态相结合,可以确定一个群体比没有MBI的群体在ADRD连续体中更远,在关键ADRD区域有更大的基线萎缩和更高的进展率更晚的认知阶段。
    BACKGROUND: Mild behavioral impairment (MBI) identifies a high-risk group for Alzheimer\'s disease and related dementias (ADRD), leveraging the risk associated with later-life emergent and persistent neuropsychiatric symptoms (NPS). MBI may act as a complementary behavioral analog to later-life emergent cognitive symptoms (mild cognitive impairment, MCI). These constructs are not mutually exclusive and can co-occur. We characterized the relationship between MBI, grey matter volume in the hippocampus and entorhinal cortex, and incident cognitive decline in older adults with normal cognition (NC) and MCI.
    METHODS: Seven-hundred-forty-two participants were included from the National Alzheimer\'s Coordinating Center Uniform Dataset. The Normative Morphometry Image Statistics tool was used to generate estimates of grey matter volume for the bilateral hippocampi and entorhinal cortices, normalized by age, sex, total intracranial volume, and image quality. NPS were evaluated using the informant-rated Neuropsychiatric Inventory Questionnaire, from which MBI scores were derived based on a published algorithm. Associations between MBI status and the regions-of-interest were modelled separately in NC and MCI using multivariable linear regressions, adjusting for education and clinical-MRI visit interval time. Associations between MBI status and incident cognitive decline were modelled using Cox proportional hazards regressions.
    RESULTS: Participant characteristics are summarized in Table 1. As per Figures 1 and 2, NC participants with MBI had lower grey matter volume in the bilateral hippocampi (B = -0.40, 95%CI:[-0.66, -0.15], p = .004), and a greater hazard of incident MCI or dementia, than those without MBI (HR = 3.34, 95%CI:[2.04, 5.48), p<.001). NC MBI+ participants also had lower grey matter volume in the bilateral entorhinal cortices compared to NC MBI- participants, although not statistically significant (B = -0.13, 95%CI:[-0.35, -0.08], p = .22). In MCI, participants with MBI had lower grey matter volume bilaterally in both the hippocampus (B = -0.46, 95%CI:[-0.80, -0.12], p = .01) and entorhinal cortex (B = -0.42, 95%CI:[-0.76, -0.12], p = .009), and had greater progression-rates to dementia (HR = 4.13, 95%CI:[2.45, 6.94), p<.001), than those without MBI.
    CONCLUSIONS: Our findings suggest that evaluating dementia-free older adults for MBI status in conjunction with cognitive status identifies a group further along the ADRD continuum than those without MBI, who have greater baseline atrophy in key ADRD regions and greater progression rates to later cognitive stages.
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  • 文章类型: Journal Article
    新生儿缺氧缺血性脑病(HIE)导致死亡率和神经系统发病率,包括具有复杂神经病理学的认知不良。胆碱能基底前脑的损伤及其大脑皮层的丰富神经支配也可能导致认知病理学。尚不确定与成人认知相关的神经变性相关的基因是否会使新生儿HIE后的结局恶化。我们假设,由新生儿HI引起的小鼠新皮质损伤是由持续的胆碱能神经支配和与认知结果相关的中间神经元(IN)病理引起的,并由与阿尔茨海默病相关的基因加剧。我们在出生后第10天(P10)对非转基因(nTg)C57Bl6小鼠和转基因(Tg)表达人突变体淀粉样前体蛋白(APP-瑞典变体)和突变体早老素(PS1-ΔE9)的小鼠进行了Rice-VannucciHI模型。具有假手术的nTg和Tg小鼠是对照。视觉辨别(VD)进行认知测试。皮质和海马胆碱能轴突和IN病理和Aβ斑块,分别通过胆碱乙酰转移酶(ChAT)和6E10抗体的免疫组织化学鉴定,计数为P210。简单的ChAT+轴突肿胀存在于所有的假手术组和HI组;Tg小鼠有更多的比他们的nTg对应物,但HI不影响APP/PS1Tg小鼠轴突肿胀的数量。相比之下,复杂的ChAT神经炎簇(NC)仅发生在Tg小鼠中;HI增加了负担。特定区域中ChAT簇的丰度与VD降低相关。内嗅皮层(EC)中磨损ChATINs的频率在Tgshams中相对于其nTg对应物增加,但HI消除了这种差异。EC的胆碱能IN病理与NC数相关。HI不会加剧APP/PS1Tg小鼠的Aβ沉积,也不与其他指标相关。成年APP/PS1Tg小鼠具有明显的皮质胆碱能轴突和ECChATIN病理;新生儿HI加剧了某些病理,并与VD相关。新生儿HI引起的认知缺陷和皮质神经病理学的机制可能受遗传风险的调节。也许考虑了结果的一些可变性。
    Hypoxic-ischemic encephalopathy (HIE) in neonates causes mortality and neurologic morbidity, including poor cognition with a complex neuropathology. Injury to the cholinergic basal forebrain and its rich innervation of cerebral cortex may also drive cognitive pathology. It is uncertain whether genes associated with adult cognition-related neurodegeneration worsen outcomes after neonatal HIE. We hypothesized that neocortical damage caused by neonatal HI in mice is ushered by persistent cholinergic innervation and interneuron (IN) pathology that correlates with cognitive outcome and is exacerbated by genes linked to Alzheimer\'s disease. We subjected non-transgenic (nTg) C57Bl6 mice and mice transgenically (Tg) expressing human mutant amyloid precursor protein (APP-Swedish variant) and mutant presenilin (PS1-ΔE9) to the Rice-Vannucci HI model on postnatal day 10 (P10). nTg and Tg mice with sham procedure were controls. Visual discrimination (VD) was tested for cognition. Cortical and hippocampal cholinergic axonal and IN pathology and Aβ plaques, identified by immunohistochemistry for choline acetyltransferase (ChAT) and 6E10 antibody respectively, were counted at P210. Simple ChAT+ axonal swellings were present in all sham and HI groups; Tg mice had more than their nTg counterparts, but HI did not affect the number of axonal swellings in APP/PS1 Tg mice. In contrast, complex ChAT+ neuritic clusters (NC) occurred only in Tg mice; HI increased that burden. The abundance of ChAT+ clusters in specific regions correlated with decreased VD. The frequency of attritional ChAT+ INs in the entorhinal cortex (EC) was increased in Tg shams relative to their nTg counterparts, but HI obviated this difference. Cholinergic IN pathology in EC correlated with NC number. The Aβ deposition in APP/PS1 Tg mice was not exacerbated by HI, nor did it correlate with other metrics. Adult APP/PS1 Tg mice have significant cortical cholinergic axon and EC ChAT+ IN pathologies; some pathology was exacerbated by neonatal HI and correlated with VD. Mechanisms of neonatal HI induced cognitive deficits and cortical neuropathology may be modulated by genetic risk, perhaps accounting for some of the variability in outcomes.
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  • 文章类型: Journal Article
    越来越多的证据表明,可变剪接在阿尔茨海默病(AD)病理中起重要作用。我们将长读测序与新型生物信息学工具(FICLE)结合使用,以描述具有突变形式的人类tau的雌性转基因(TG)小鼠的内嗅皮层中的转录物多样性。我们的分析揭示了数百种新的亚型,并鉴定了差异表达的转录本-包括Apoe的特定亚型,App,Cd33,Clu,Fyn和Trem2-与TG小鼠tau病理学的发展有关。随后对来自AD个体和对照的人类皮质进行分析,揭示了相似的转录物多样性模式,包括AD中显性TREM2亚型的上调与TG小鼠中同源转录本的表达增加平行。我们的结果强调了差异转录本使用的重要性,即使在没有基因水平表达改变的情况下,作为AD神经病理学发展中基因调控的基础机制。
    Increasing evidence suggests that alternative splicing plays an important role in Alzheimer\'s disease (AD) pathology. We used long-read sequencing in combination with a novel bioinformatics tool (FICLE) to profile transcript diversity in the entorhinal cortex of female transgenic (TG) mice harboring a mutant form of human tau. Our analyses revealed hundreds of novel isoforms and identified differentially expressed transcripts - including specific isoforms of Apoe, App, Cd33, Clu, Fyn and Trem2 - associated with the development of tau pathology in TG mice. Subsequent profiling of the human cortex from AD individuals and controls revealed similar patterns of transcript diversity, including the upregulation of the dominant TREM2 isoform in AD paralleling the increased expression of the homologous transcript in TG mice. Our results highlight the importance of differential transcript usage, even in the absence of gene-level expression alterations, as a mechanism underpinning gene regulation in the development of AD neuropathology.
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  • 文章类型: Journal Article
    氧化应激相关认知功能下降的性别差异受性激素水平的影响。值得注意的是,氧化应激相关的神经元细胞死亡可以通过膜雄激素受体AR45通过睾酮信号传导加剧,AR45与质膜相关的脂筏内的G蛋白Gαq复合。这项研究的目的是阐明性别对与认知功能相关的脑区AR45和Gαq表达的影响,特别是海马亚区和内嗅皮层。此外,我们调查了慢性间歇性缺氧(CIH),具有性别特异性效应的氧化应激源,会调节这些脑区的AR45和Gαq表达。
    成年雄性和雌性Sprague-Dawley大鼠在睡眠期暴露于CIH或常氧(室内空气)14天。我们量化了不同认知相关脑区的AR45和Gαq蛋白表达[背侧海马CA1,CA3,齿状回(DG),和内嗅皮层(ETC)]通过蛋白质印迹。为了进行比较,还在海马-ETC回路[丘脑(TH)和纹状体(STR)]以外的脑区评估了AR45和Gαq蛋白表达。
    在海马CA1和DG中表达最高的AR45水平,而在海马外STR中观察到最低的表达。在海马相关的ETC中表达最高的Gαq水平,而在海马外TH中观察到最低的表达。与男性相比,女性在海马DG中表达更高水平的AR45,而无论评估的大脑区域如何,均未观察到Gαq表达的性别差异。此外,CIH对所检查的任何脑区的AR45或Gαq表达均无影响.CA1、DG中AR45表达与Gαq表达呈正相关,ETC,TH,和STR以性别依赖的方式。
    我们的发现揭示了海马-ETC回路中AR45和Gαq蛋白表达的富集,在认知衰退期间容易受到氧化应激和神经变性的影响。尽管如此,CIH不调节AR45或Gαq的表达。重要的是,AR45在不同脑区的表达及其与Gαq表达的相关性存在性别差异,这可能是认知和运动功能与衰老相关下降的性别差异的基础。
    UNASSIGNED: Sex differences in oxidative stress-associated cognitive decline are influenced by sex hormone levels. Notably, oxidative stress-associated neuronal cell death can be exacerbated through testosterone signaling via membrane androgen receptor AR45, which is complexed with G protein Gαq within plasma membrane-associated lipid rafts. The objective of this study was to elucidate the impact of sex on the expression of AR45 and Gαq in brain regions associated with cognitive function, specifically hippocampus subregions and entorhinal cortex. Additionally, we investigated whether chronic intermittent hypoxia (CIH), an oxidative stressor with sex-specific effects, would modulate AR45 and Gαq expression in these brain regions.
    UNASSIGNED: Adult male and female Sprague-Dawley rats were exposed to CIH or normoxia (room air) during their sleep phase for 14 days. We quantified AR45 and Gαq protein expression in various cognition-associated brain regions [dorsal hippocampal CA1, CA3, dentate gyrus (DG), and entorhinal cortex (ETC)] via western blotting. For comparisons, AR45 and Gαq protein expression were also assessed in brain regions outside the hippocampal-ETC circuit [thalamus (TH) and striatum (STR)].
    UNASSIGNED: The highest AR45 levels were expressed in the hippocampal CA1 and DG while the lowest expression was observed in the extrahippocampal STR. The highest Gαq levels were expressed in the hippocampal-associated ETC while the lowest expression was observed in the extrahippocampal TH. Females expressed higher levels of AR45 in the hippocampal DG compared to males, while no sex differences in Gαq expression were observed regardless of brain region assessed. Moreover, there was no effect of CIH on AR45 or Gαq expression in any of the brain regions examined. AR45 expression was positively correlated with Gαq expression in the CA1, DG, ETC, TH, and STR in a sex-dependent manner.
    UNASSIGNED: Our findings reveal enrichment of AR45 and Gαq protein expression within the hippocampal-ETC circuit, which is vulnerable to oxidative stress and neurodegeneration during cognitive decline. Nonetheless, CIH does not modulate the expression of AR45 or Gαq. Importantly, there are sex differences in AR45 expression and its association with Gαq expression in various brain regions, which may underlie sex-specific differences in cognitive and motor function-associated declines with aging.
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  • 文章类型: Journal Article
    海马区CA2因其在社会记忆中的重要参与和独特的可塑性特征而引起了人们的关注。研究表明,CA2区域表现出显著的可塑性抗性,特别是在SchafferCollateral(SC)-CA2途径中。在这项研究中,我们调查了Nogo-A的作用,一种众所周知的轴突生长抑制剂和最近发现的可塑性调节剂,在调节CA2区域内的可塑性。研究结果表明,在雄性大鼠海马切片中阻断Nogo-A有助于建立SC-CA2通路的短期和长期可塑性,而对内皮皮质(EC)-CA2途径没有影响。此外,该研究表明,抑制Nogo-A能够使SC和EC通路之间发生关联.机械上,我们证实Nogo-A通过其众所周知的共受体起作用,p75神经营养蛋白受体(p75NTR),及其下游信号因子,如Rho相关蛋白激酶(ROCK),因为它们的抑制作用也允许在SC-CA2途径中进行可塑性诱导。此外,在EC和SC-CA2途径中诱导长期抑郁(LTD)导致持续性LTD,其不受Nogo-A抑制的影响。我们的研究表明Nogo-A介导的信号机制参与限制CA2区域内的突触可塑性。
    Hippocampal area CA2 has garnered attention in recent times owing to its significant involvement in social memory and distinctive plasticity characteristics. Research has revealed that the CA2 region demonstrates a remarkable resistance to plasticity, particularly in the Schaffer Collateral (SC)-CA2 pathway. In this study we investigated the role of Nogo-A, a well-known axon growth inhibitor and more recently discovered plasticity regulator, in modulating plasticity within the CA2 region. The findings demonstrate that blocking Nogo-A in male rat hippocampal slices facilitates the establishment of both short-term and long-term plasticity in the SC-CA2 pathway, while having no impact on the Entorhinal Cortical (EC)-CA2 pathway. Additionally, the study reveals that inhibiting Nogo-A enables association between the SC and EC pathways. Mechanistically, we confirm that Nogo-A operates through its well-known co-receptor, p75 neurotrophin receptor (p75NTR), and its downstream signaling factor such as Rho-associated protein kinase (ROCK), as their inhibition also allows plasticity induction in the SC-CA2 pathway. Additionally, the induction of long-term depression (LTD) in both the EC and SC-CA2 pathways led to persistent LTD, which was not affected by Nogo-A inhibition. Our study demonstrates the involvement of Nogo-A mediated signaling mechanisms in limiting synaptic plasticity within the CA2 region.
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  • 文章类型: Journal Article
    深度神经网络在模拟类似人类的智能方面取得了巨大的成就,并且越来越多地被用作理解大脑如何解决这所依赖的复杂计算问题的方法。然而,这些仍然不足,因此,无法洞悉大脑如何支持人类有能力的强大概括形式。一种这样的情况是分布外(OOD)泛化-在训练集分布之外的测试示例上的成功性能。这里,我们确定大脑中可能有助于这种能力的处理特性。我们描述了一种两部分算法,该算法利用神经计算的特定fic特征来实现OOD泛化,并通过评估两项具有挑战性的认知任务的表现来提供概念证明。首先,我们利用哺乳动物大脑使用网格细胞代码表示度量空间(例如,在内嗅皮层中):关系结构的抽象表示,组织在覆盖代表性空间的重复图案中。第二,我们提出了一种使用确定点过程(DPP)对网格单元代码进行操作的注意机制,我们称之为DPP注意力(DPP-A)-一种转换,可确保该空间覆盖范围的最大稀疏性。我们证明了将标准任务优化错误与DPP-A相结合的损失函数可以利用网格单元代码中的重复主题,并且可以与通用体系结构集成,以在类比和算术任务上实现强大的OOD泛化性能。这提供了哺乳动物大脑中的网格细胞代码如何有助于泛化性能的解释。同时也是提高工业fi神经网络中这种能力的潜在手段。
    Deep neural networks have made tremendous gains in emulating human-like intelligence, and have been used increasingly as ways of understanding how the brain may solve the complex computational problems on which this relies. However, these still fall short of, and therefore fail to provide insight into how the brain supports strong forms of generalization of which humans are capable. One such case is out-of-distribution (OOD) generalization - successful performance on test examples that lie outside the distribution of the training set. Here, we identify properties of processing in the brain that may contribute to this ability. We describe a two-part algorithm that draws on specific features of neural computation to achieve OOD generalization, and provide a proof of concept by evaluating performance on two challenging cognitive tasks. First we draw on the fact that the mammalian brain represents metric spaces using grid cell code (e.g., in the entorhinal cortex): abstract representations of relational structure, organized in recurring motifs that cover the representational space. Second, we propose an attentional mechanism that operates over the grid cell code using determinantal point process (DPP), that we call DPP attention (DPP-A) - a transformation that ensures maximum sparseness in the coverage of that space. We show that a loss function that combines standard task-optimized error with DPP-A can exploit the recurring motifs in the grid cell code, and can be integrated with common architectures to achieve strong OOD generalization performance on analogy and arithmetic tasks. This provides both an interpretation of how the grid cell code in the mammalian brain may contribute to generalization performance, and at the same time a potential means for improving such capabilities in artificial neural networks.
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