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Simultaneous MEG and EEG source imaging of electrophysiological activity in response to acute transcranial photobiomodulation 对急性经颅光生物调制反应的电生理活动的同步脑电图和脑电图源成像
Pub Date : 2024-05-16 DOI: 10.3389/fnins.2024.1368172
Tyrell Pruitt, Elizabeth M. Davenport, Amy L. Proskovec, Joseph A. Maldjian, Hanli Liu
Transcranial photobiomodulation (tPBM) is a non-invasive neuromodulation technique that improves human cognition. The effects of tPBM of the right forehead on neurophysiological activity have been previously investigated using EEG in sensor space. However, the spatial resolution of these studies is limited. Magnetoencephalography (MEG) is known to facilitate a higher spatial resolution of brain source images. This study aimed to image post-tPBM effects in brain space based on both MEG and EEG measurements across the entire human brain.MEG and EEG scans were concurrently acquired for 6 min before and after 8-min of tPBM delivered using a 1,064-nm laser on the right forehead of 25 healthy participants. Group-level changes in both the MEG and EEG power spectral density with respect to the baseline (pre-tPBM) were quantified and averaged within each frequency band in the sensor space. Constrained modeling was used to generate MEG and EEG source images of post-tPBM, followed by cluster-based permutation analysis for family wise error correction (p < 0.05).The 8-min tPBM enabled significant increases in alpha (8–12 Hz) and beta (13–30 Hz) powers across multiple cortical regions, as confirmed by MEG and EEG source images. Moreover, tPBM-enhanced oscillations in the beta band were located not only near the stimulation site but also in remote cerebral regions, including the frontal, parietal, and occipital regions, particularly on the ipsilateral side.MEG and EEG results shown in this study demonstrated that tPBM modulates neurophysiological activity locally and in distant cortical areas. The EEG topographies reported in this study were consistent with previous observations. This study is the first to present MEG and EEG evidence of the electrophysiological effects of tPBM in the brain space, supporting the potential utility of tPBM in treating neurological diseases through the modulation of brain oscillations.
经颅光生物调控(tPBM)是一种非侵入性神经调控技术,可改善人类的认知能力。以前曾有人使用传感器空间中的脑电图研究了右前额经颅光生物调制对神经生理活动的影响。然而,这些研究的空间分辨率有限。众所周知,脑磁图(MEG)有助于提高脑源图像的空间分辨率。这项研究旨在根据整个人脑的 MEG 和 EEG 测量结果,对 tPBM 后的脑空间效应进行成像。在 25 名健康参与者的右前额使用 1064 纳米激光进行 8 分钟 tPBM 之前和之后的 6 分钟内,同时采集了 MEG 和 EEG 扫描。与基线(tPBM 前)相比,MEG 和 EEG 功率谱密度的组级变化被量化,并在传感器空间的每个频段内取平均值。8 分钟的 tPBM 使多个皮质区域的阿尔法(8-12 Hz)和贝塔(13-30 Hz)功率显著增加,这一点已得到 MEG 和 EEG 源图像的证实。此外,tPBM 增强的贝塔波段振荡不仅位于刺激部位附近,还位于远处的大脑区域,包括额叶、顶叶和枕叶区域,尤其是同侧。本研究中报告的脑电图拓扑图与之前的观察结果一致。这项研究首次提出了脑电图和脑电图证据,证明了tPBM在大脑空间的电生理效应,支持了tPBM通过调节大脑振荡治疗神经系统疾病的潜在用途。
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引用次数: 0
Bi-sigmoid spike-timing dependent plasticity learning rule for magnetic tunnel junction-based SNN 基于磁隧道结的 SNN 的双西格码尖峰计时可塑性学习规则
Pub Date : 2024-05-15 DOI: 10.3389/fnins.2024.1387339
Salah Daddinounou, Elena-Ioana Vatajelu
In this study, we explore spintronic synapses composed of several Magnetic Tunnel Junctions (MTJs), leveraging their attractive characteristics such as endurance, nonvolatility, stochasticity, and energy efficiency for hardware implementation of unsupervised neuromorphic systems. Spiking Neural Networks (SNNs) running on dedicated hardware are suitable for edge computing and IoT devices where continuous online learning and energy efficiency are important characteristics. We focus in this work on synaptic plasticity by conducting comprehensive electrical simulations to optimize the MTJ-based synapse design and find the accurate neuronal pulses that are responsible for the Spike Timing Dependent Plasticity (STDP) behavior. Most proposals in the literature are based on hardware-independent algorithms that require the network to store the spiking history to be able to update the weights accordingly. In this work, we developed a new learning rule, the Bi-Sigmoid STDP (B2STDP), which originates from the physical properties of MTJs. This rule enables immediate synaptic plasticity based on neuronal activity, leveraging in-memory computing. Finally, the integration of this learning approach within an SNN framework leads to a 91.71% accuracy in unsupervised image classification, demonstrating the potential of MTJ-based synapses for effective online learning in hardware-implemented SNNs.
在这项研究中,我们探索了由多个磁隧道结(MTJ)组成的自旋电子突触,利用它们的耐久性、非波动性、随机性和能效等诱人特性来实现无监督神经形态系统的硬件实施。在专用硬件上运行的尖峰神经网络(SNN)适用于边缘计算和物联网设备,在这些设备中,持续在线学习和能效是其重要特征。在这项工作中,我们将重点放在突触可塑性上,通过进行全面的电学模拟来优化基于 MTJ 的突触设计,并找到导致尖峰时序相关可塑性(STDP)行为的精确神经元脉冲。文献中的大多数建议都是基于独立于硬件的算法,要求网络存储尖峰历史,以便能够相应地更新权重。在这项工作中,我们从 MTJ 的物理特性出发,开发出了一种新的学习规则--Bi-Sigmoid STDP(B2STDP)。该规则可根据神经元的活动,利用内存计算实现即时的突触可塑性。最后,将这种学习方法集成到 SNN 框架中,在无监督图像分类中取得了 91.71% 的准确率,证明了基于 MTJ 的突触在硬件实现的 SNN 中进行有效在线学习的潜力。
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引用次数: 0
Associations of cerebrospinal fluid profiles with severity and mortality risk of amyotrophic lateral sclerosis 脑脊液特征与肌萎缩性脊髓侧索硬化症严重程度和死亡风险的关系
Pub Date : 2024-05-15 DOI: 10.3389/fnins.2024.1375892
Jiajia Fu, Xiaohui Lai, Qianqian Wei, Xueping Chen, Huifang Shang
The relationship between routine cerebrospinal fluid (CSF) testing and the disease phenotype of amyotrophic lateral sclerosis (ALS) is unclear, and there are some contradictions in current studies.This study aimed to analyze the relationship between CSF profiles and disease phenotype in ALS patients. We collected 870 ALS patients and 96 control subjects admitted to West China Hospital of Sichuan University. CSF microprotein, albumin, IgG, index of IgG (IgGindex), albumin quotient (QALB), and serum IgG were examined.In ALS patients, CSF IgG, and QALB were significantly increased, while CSF IgGindex was decreased, compared with control subjects. Approximately one-third of ALS patients had higher CSF IgG levels. The multiple linear regression analysis identified that CSF IgGindex was weakly negatively associated with ALS functional rating scale revised (ALSFRS-R) scores (β = −0.062, p = 0.041). This significance was found in male ALS but not in female ALS. The Cox survival analyses found that upregulated CSF IgG was significantly associated with the increased mortality risk in ALS [HR = 1.219 (1.010–1.470), p = 0.039].In the current study, the higher CFS IgG was associated with increased mortality risk of ALS. CSF IgGindex may be associated with the severity of ALS. These findings may be sex-specific.
常规脑脊液(CSF)检测与肌萎缩性脊髓侧索硬化症(ALS)疾病表型之间的关系尚不清楚,目前的研究也存在一些矛盾。我们收集了四川大学华西医院收治的870名ALS患者和96名对照组患者的CSF数据。与对照组相比,ALS患者的CSF IgG和QALB明显升高,而CSF IgGindex下降。大约三分之一的 ALS 患者的 CSF IgG 水平较高。多元线性回归分析发现,CSF IgGindex 与 ALS 功能评分量表修订版(ALSFRS-R)得分呈弱负相关(β = -0.062,p = 0.041)。在男性 ALS 中发现了这种显著性,而在女性 ALS 中则没有发现。Cox 生存分析发现,CSF IgG 上调与 ALS 死亡率风险增加显著相关[HR = 1.219 (1.010-1.470),p = 0.039]。CSF IgG指数可能与ALS的严重程度有关。这些发现可能具有性别特异性。
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引用次数: 0
Importance of good hosting: reviewing the bi-directionality of the microbiome-gut-brain-axis 良好寄存的重要性:回顾微生物组-肠道-大脑轴的双向性
Pub Date : 2024-05-15 DOI: 10.3389/fnins.2024.1386866
Carolina F. F. A. Costa, Joana Ferreira-Gomes, Fernando Barbosa, Benedita Sampaio-Maia, P. Burnet
Gut microorganisms have been shown to significantly impact on central function and studies that have associated brain disorders with specific bacterial genera have advocated an anomalous gut microbiome as the pathophysiological basis of several psychiatric and neurological conditions. Thus, our knowledge of brain-to-gut-to microbiome communication in this bidirectional axis seems to have been overlooked. This review examines the known mechanisms of the microbiome-to-gut-to-brain axis, highlighting how brain-to-gut-to-microbiome signaling may be key to understanding the cause of disrupted gut microbial communities. We show that brain disorders can alter the function of the brain-to-gut-to-microbiome axis, which will in turn contribute to disease progression, while the microbiome-to gut-to brain direction presents as a more versatile therapeutic axis, since current psychotropic/neurosurgical interventions may have unwanted side effects that further cause disruption to the gut microbiome. A consideration of the brain-to-gut-to-microbiome axis is imperative to better understand how the microbiome-gut-brain axis overall is involved in brain illnesses, and how it may be utilized as a preventive and therapeutic tool.
肠道微生物已被证明会对中枢功能产生重大影响,而将脑部疾病与特定细菌属相关联的研究则认为,肠道微生物组异常是多种精神和神经疾病的病理生理基础。因此,我们对大脑-肠道-微生物组这一双向交流轴的了解似乎被忽视了。这篇综述探讨了微生物组-肠道-大脑轴的已知机制,强调了大脑-肠道-微生物组信号如何成为理解肠道微生物群落紊乱原因的关键。我们的研究表明,脑部疾病会改变大脑-肠道-微生物组轴的功能,进而导致疾病的恶化,而微生物组-肠道-大脑方向则是一个更通用的治疗轴,因为目前的精神药物/神经外科干预措施可能会产生不必要的副作用,进一步导致肠道微生物组的破坏。要想更好地了解微生物组-肠道-大脑轴在整体上是如何参与脑部疾病的,以及如何将其用作预防和治疗工具,就必须考虑大脑-肠道-微生物组轴。
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引用次数: 0
Case report: Early-onset Parkinson’s disease with lower limb spasticity in a new DJ-1/PARK7 patient 病例报告:一名 DJ-1/PARK7 新患者伴有下肢痉挛的早发性帕金森病
Pub Date : 2024-05-15 DOI: 10.3389/fnins.2024.1400001
Masako Fujita, H. Nishijima, Atsuko Katagai, Chieko Suzuki, Nobutaka Hattori, M. Tomiyama
Rare autosomal recessive variants in DJ-1, a causative gene for early-onset Parkinson’s disease, have been associated with a variety of clinical syndromes in a limited number of patients. Here, we report a case of a novel DJ-1 variant in a 39-year-old man with a 4-year history of parkinsonism, cognitive dysfunction, and lower limb spasticity. He was diagnosed with Parkinson’s disease. Genetic testing of the patient revealed compound heterozygous variants in the DJ-1 gene (exon 6 deletion + c.242dup), of which exon 6 deletion was a novel variant. We conclude that variants in DJ-1 should be considered possible causes of early-onset parkinsonism with spasticity and cognitive impairment, as in this case.
DJ-1是早发性帕金森病的致病基因,其罕见的常染色体隐性变异与少数患者的多种临床综合征有关。在此,我们报告了一例新型 DJ-1 变异,患者是一名 39 岁的男性,有 4 年的帕金森病史、认知功能障碍和下肢痉挛。他被诊断为帕金森病。对该患者的基因检测发现了 DJ-1 基因的复合杂合变异(外显子 6 缺失 + c.242dup),其中外显子 6 缺失是一种新型变异。我们的结论是,DJ-1基因变异应被视为本病例这种伴有痉挛和认知障碍的早发性帕金森病的可能病因。
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引用次数: 0
Advanced age is not a barrier to chronic intracortical single-unit recording in rat cortex 高龄并不妨碍大鼠皮层内单个单元的长期记录
Pub Date : 2024-05-15 DOI: 10.3389/fnins.2024.1389556
Nicholas F. Nolta, Michael B. Christensen, Patrick A. Tresco
Available evidence suggests that as we age, our brain and immune system undergo changes that increase our susceptibility to injury, inflammation, and neurodegeneration. Since a significant portion of the potential patients treated with a microelectrode-based implant may be older, it is important to understand the recording performance of such devices in an aged population.We studied the chronic recording performance and the foreign body response (FBR) to a clinically used microelectrode array implanted in the cortex of 18-month-old Sprague Dawley rats.To the best of our knowledge, this is the first preclinical study of its type in the older mammalian brain. Here, we show that single-unit recording performance was initially robust then gradually declined over a 12-week period, similar to what has been previously reported using younger adult rats and in clinical trials. In addition, we show that FBR biomarker distribution was similar to what has been previously described for younger adult rats implanted with multi-shank recording arrays in the motor cortex. Using a quantitative immunohistochemcal approach, we observed that the extent of astrogliosis and tissue loss near the recording zone was inversely related to recording performance. A comparison of recording performance with a younger cohort supports the notion that aging, in and of itself, is not a limiting factor for the clinical use of penetrating microelectrode recording arrays for the treatment of certain CNS disorders.
现有证据表明,随着年龄的增长,大脑和免疫系统会发生变化,使我们更容易受到损伤、炎症和神经变性的影响。我们研究了植入 18 个月大 Sprague Dawley 大鼠大脑皮层的临床常用微电极阵列的慢性记录性能和异物反应(FBR)。据我们所知,这是首次在老年哺乳动物大脑中进行此类临床前研究。据我们所知,这是首次在年龄较大的哺乳动物大脑中进行此类临床前研究。在这里,我们发现单个单元的记录性能最初很稳定,然后在 12 周内逐渐下降,这与之前使用年龄较小的成年大鼠和临床试验中的报道相似。此外,我们还发现,FBR 生物标记物的分布与之前在运动皮层植入多柄记录阵列的年轻成年大鼠身上所描述的情况相似。通过定量免疫组化方法,我们观察到记录区附近星形胶质细胞增多和组织缺失的程度与记录效果成反比。与年轻组群的记录效果比较支持这样一种观点,即衰老本身并不是穿透性微电极记录阵列用于临床治疗某些中枢神经系统疾病的限制因素。
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引用次数: 0
Face detection mechanisms: Nature vs. nurture 人脸识别机制:天性与教养
Pub Date : 2024-05-15 DOI: 10.3389/fnins.2024.1404174
Dmitry Kobylkov, Giorgio Vallortigara
For many animals, faces are a vitally important visual stimulus. Hence, it is not surprising that face perception has become a very popular research topic in neuroscience, with ca. 2000 papers published every year. As a result, significant progress has been made in understanding the intricate mechanisms underlying this phenomenon. However, the ontogeny of face perception, in particular the role of innate predispositions, remains largely unexplored at the neural level. Several influential studies in monkeys have suggested that seeing faces is necessary for the development of the face-selective brain domains. At the same time, behavioural experiments with newborn human babies and newly-hatched domestic chicks demonstrate that a spontaneous preference towards faces emerges early in life without pre-existing experience. Moreover, we were recently able to record face-selective neural responses in the brain of young, face-naïve chicks, thus demonstrating the existence of an innate face detection mechanism. In this review, we discuss these seemingly contradictory results and propose potential experimental approaches to resolve some of the open questions.
对于许多动物来说,人脸是一种极其重要的视觉刺激。因此,人脸感知成为神经科学领域非常热门的研究课题也就不足为奇了,每年约有 2000 篇论文发表。因此,人们在理解这一现象的复杂机制方面取得了重大进展。然而,人脸感知的本体论,特别是先天倾向的作用,在神经水平上仍有很大的空白。在猴子身上进行的几项有影响力的研究表明,看到人脸是人脸选择性脑域发育的必要条件。与此同时,对人类新生儿和刚孵出的小鸡进行的行为实验表明,在生命早期就会出现对人脸的自发偏好,而无需先前已有的经验。此外,我们最近还记录了对人脸一无所知的幼雏大脑中的人脸选择性神经反应,从而证明了人脸检测机制的存在。在这篇综述中,我们将讨论这些看似矛盾的结果,并提出潜在的实验方法来解决一些悬而未决的问题。
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引用次数: 0
Comparison of two automated CT perfusion software packages in patients with ischemic stroke presenting within 24 h of onset 两种自动 CT 灌注软件包在发病 24 小时内出现的缺血性脑卒中患者中的应用比较
Pub Date : 2024-05-15 DOI: 10.3389/fnins.2024.1398889
Nak-Hoon Kim, Sue Young Ha, Gi-Hun Park, Jong-Hyeok Park, Dongmin Kim, L. Sunwoo, Min-Surk Kye, S. H. Baik, Cheolkyu Jung, W. Ryu, Beom Joon Kim
We compared the ischemic core and hypoperfused tissue volumes estimated by RAPID and JLK-CTP, a newly developed automated computed tomography perfusion (CTP) analysis package. We also assessed agreement between ischemic core volumes by two software packages against early follow-up infarct volumes on diffusion-weighted images (DWI).This retrospective study analyzed 327 patients admitted to a single stroke center in Korea from January 2021 to May 2023, who underwent CTP scans within 24 h of onset. The concordance correlation coefficient (ρ) and Bland–Altman plots were utilized to compare the volumes of ischemic core and hypoperfused tissue volumes between the software packages. Agreement with early (within 3 h from CTP) follow-up infarct volumes on diffusion-weighted imaging (n = 217) was also evaluated.The mean age was 70.7 ± 13.0 and 137 (41.9%) were female. Ischemic core volumes by JLK-CTP and RAPID at the threshold of relative cerebral blood flow (rCBF) < 30% showed excellent agreement (ρ = 0.958 [95% CI, 0.949 to 0.966]). Excellent agreement was also observed for time to a maximum of the residue function (Tmax) > 6 s between JLK-CTP and RAPID (ρ = 0.835 [95% CI, 0.806 to 0.863]). Although early follow-up infarct volume showed substantial agreement in both packages (JLK-CTP, ρ = 0.751 and RAPID, ρ = 0.632), ischemic core volumes at the threshold of rCBF <30% tended to overestimate ischemic core volumes.JLK-CTP and RAPID demonstrated remarkable concordance in estimating the volumes of the ischemic core and hypoperfused area based on CTP within 24 h from onset.
我们比较了 RAPID 和新开发的自动计算机断层扫描灌注 (CTP) 分析软件包 JLK-CTP 估算的缺血核心容积和低灌注组织容积。这项回顾性研究分析了 2021 年 1 月至 2023 年 5 月期间韩国一家卒中中心收治的 327 名患者,这些患者在发病 24 小时内接受了 CTP 扫描。利用一致性相关系数(ρ)和Bland-Altman图比较了不同软件包的缺血核心体积和低灌注组织体积。此外,还评估了与弥散加权成像(n = 217)早期(CTP 后 3 小时内)随访梗死体积的一致性。JLK-CTP和RAPID在相对脑血流(rCBF)6 s阈值下的缺血核心体积(ρ = 0.835 [95% CI, 0.806 to 0.863])介于JLK-CTP和RAPID之间。虽然两种软件包的早期随访梗死体积显示出很大的一致性(JLK-CTP,ρ = 0.751;RAPID,ρ = 0.632),但在 rCBF <30% 临界值时的缺血核心体积往往会高估缺血核心体积。
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引用次数: 0
Advancements in neuroregenerative and neuroprotective therapies for traumatic spinal cord injury 创伤性脊髓损伤的神经再生和神经保护疗法取得进展
Pub Date : 2024-05-15 DOI: 10.3389/fnins.2024.1372920
Gregor Fischer, Linda Bättig, M. Stienen, Armin Curt, Michael G. Fehlings, Nader Hejrati
Traumatic spinal cord injuries (SCIs) continue to be a major healthcare concern, with a rising prevalence worldwide. In response to this growing medical challenge, considerable scientific attention has been devoted to developing neuroprotective and neuroregenerative strategies aimed at improving the prognosis and quality of life for individuals with SCIs. This comprehensive review aims to provide an up-to-date and thorough overview of the latest neuroregenerative and neuroprotective therapies currently under investigation. These strategies encompass a multifaceted approach that include neuropharmacological interventions, cell-based therapies, and other promising strategies such as biomaterial scaffolds and neuro-modulation therapies. In addition, the review discusses the importance of acute clinical management, including the role of hemodynamic management as well as timing and technical aspects of surgery as key factors mitigating the secondary injury following SCI. In conclusion, this review underscores the ongoing scientific efforts to enhance patient outcomes and quality of life, focusing on upcoming strategies for the management of traumatic SCI. Each section provides a working knowledge of the fundamental preclinical and patient trials relevant to clinicians while underscoring the pathophysiologic rationale for the therapies.
创伤性脊髓损伤(SCIs)仍然是医疗保健领域的一个主要问题,在全球的发病率不断上升。为应对这一日益严峻的医疗挑战,科学界已将大量注意力投入到开发神经保护和神经再生策略上,以改善脊髓损伤患者的预后和生活质量。本综述旨在对目前正在研究的最新神经再生和神经保护疗法进行最新、最全面的概述。这些策略包括神经药理学干预、细胞疗法以及生物材料支架和神经调节疗法等其他有前景的策略。此外,综述还讨论了急性期临床管理的重要性,包括血液动力学管理以及手术时机和技术方面的作用,这些都是减轻 SCI 后继发性损伤的关键因素。总之,本综述强调了为提高患者的治疗效果和生活质量而不断进行的科学研究,重点是即将出台的创伤性 SCI 治疗策略。每一部分都提供了与临床医生相关的临床前和患者试验的基本知识,同时强调了这些疗法的病理生理学原理。
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引用次数: 0
Adolescent stress accelerates postpartum novelty recognition impairment in 5xFAD mice 青春期压力会加速 5xFAD 小鼠产后新奇事物识别能力的损伤
Pub Date : 2024-05-15 DOI: 10.3389/fnins.2024.1366199
Owen Leitzel, José Francis-Oliveira, Shaimaa M. Khedr, Lila Ariste, Stefanie Robel, S. Kano, Andrew Arrant, Minae Niwa
Pregnancy and the postpartum period induce physiological changes that can influence women’s cognitive functions. Alzheimer’s disease (AD) has a higher prevalence in women and is exacerbated by early life stress. In the present study, we found that late adolescent social isolation combined with the experience of pregnancy and delivery accelerates the onset of cognitive deficits in 5xFAD dams, particularly affecting their ability to recognize novelty. These cognitive deficits manifested as early as 16 weeks, earlier than the usual timeline for these mice, and were closely associated with increased levels of corticosterone, suggesting dysregulation of the hypothalamic–pituitary–adrenal (HPA) axis. Notably, the presence of β-amyloid plaques in brain regions associated with novelty recognition did not significantly contribute to these deficits. This highlights the potential role of stress and HPA axis dysregulation in the development of cognitive impairments related to AD, and underscores the need for further investigation.
怀孕和产后会引起生理变化,从而影响女性的认知功能。阿尔茨海默病(AD)在女性中的发病率较高,并且会因早期生活压力而加剧。在本研究中,我们发现青春期晚期的社会隔离加上怀孕和分娩的经历会加速 5xFAD 大鼠认知缺陷的发生,特别是影响其识别新奇事物的能力。这些认知缺陷早在16周就表现出来了,早于这些小鼠的通常时限,而且与皮质酮水平的升高密切相关,表明下丘脑-垂体-肾上腺(HPA)轴失调。值得注意的是,与新奇事物识别相关的脑区中β淀粉样蛋白斑块的存在并没有明显导致这些缺陷。这凸显了压力和HPA轴失调在与AD相关的认知障碍发展过程中的潜在作用,并强调了进一步研究的必要性。
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引用次数: 0
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