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Experimentally induced fatigue and motor learning: A scoping review. 实验诱导疲劳和运动学习:范围综述。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-28 DOI: 10.1016/j.neuroscience.2026.01.030
Bahram Ghafari Goushe, Layale Youssef, Thomas Mangin, Denis Arvisais, Jason L Neva, Benjamin Pageaux

The literature on the effect of fatigue on motor learning is limited and marked by inconsistent findings. This scoping review aimed to explore the available knowledge on the effects of fatigue induced by physical and cognitive exertion on motor learning, and to compile and understand how it is studied. A comprehensive search strategy using relevant index terms and keywords was conducted across MEDLINE, EMBASE, SPORTDiscus, Web of Science, PsycINFO, CINAHL, ERIC, and Dissertations & Theses Global. Twenty-five studies met the inclusion criteria. The findings revealed considerable inconsistencies in how fatigue and motor learning were defined and measured. None of the studies examined the effect of fatigue induced by combined physical and cognitive exertion, and only 7 studies investigated fatigue induced by cognitive exertion. Acuity tasks were the most frequently used to assess motor learning, employed in 14 studies. Notably, all participants were between 16.5 and 31 years of age, and reporting of key demographic and physiological characteristics such as sex, gender, physical activity level, and body mass index was inconsistent or absent. This review highlights the need for comprehensive definitions of both fatigue and motor learning to improve consistency and reproducibility across studies. Given the limited research on the effects of fatigue induced by cognitive and combined physical and cognitive exertion, future studies should prioritize using these experimental manipulations. Also, future studies should diversify the motor learning tasks used in research to allow both direct and conceptual replication. Additionally, broader age ranges and comprehensive participant profiling should be prioritized.

关于疲劳对运动学习的影响的文献是有限的,并且以不一致的发现为标志。本综述旨在探讨体力和认知消耗引起的疲劳对运动学习影响的现有知识,并汇编和了解其研究方式。在MEDLINE、EMBASE、SPORTDiscus、Web of Science、PsycINFO、CINAHL、ERIC和disserts&theses Global等平台上使用相关索引词和关键词进行了全面的搜索策略。25项研究符合纳入标准。研究结果显示,疲劳和运动学习的定义和测量存在相当大的不一致性。没有一项研究调查了体力和认知联合消耗引起的疲劳的影响,只有7项研究调查了认知消耗引起的疲劳。在14项研究中,敏锐度任务是评估运动学习最常用的方法。值得注意的是,所有参与者的年龄都在16.5到31 岁之间,关键的人口统计学和生理特征(如性别、性别、身体活动水平和体重指数)的报告不一致或缺失。这篇综述强调需要对疲劳和运动学习进行全面的定义,以提高研究的一致性和可重复性。鉴于目前对认知及体能与认知联合运动引起的疲劳影响的研究有限,未来的研究应优先使用这些实验操作。此外,未来的研究应该使研究中使用的运动学习任务多样化,以允许直接和概念复制。此外,应优先考虑更广泛的年龄范围和全面的参与者分析。
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引用次数: 0
Unravelling the impact on attention and emotions on neurophysiological responses to a multisensory experience of nature 揭示对自然的多感官体验对注意力和情绪的神经生理反应的影响
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-26 DOI: 10.1016/j.neuroscience.2026.01.034
Damien Gabriel , Pierre-Edouard Billot , Sylvie Tufeu , Eric Fernandez , Stéphanie Brédif , Florine Maylié , Karena Moretto , Virginie Fera , Julie Giustiniani
Exposure to natural environments has been linked to improved well-being, reduced stress, and enhanced attention. This study examined neurophysiological and behavioral effects of multisensory nature exposure (visual, auditory, and olfactory) compared to urban environments. Thirty-two right-handed women (25–49 years) performed a Go/No-Go task while EEG, electrodermal activity (EDA), and heart rate (HR) were recorded. Participants experienced images alone, images with sounds, images with odors, and images with both sounds and odors. Behavioral results showed improved task performance in natural environments, with more correct responses. However, odor-enriched conditions increased errors, suggesting that olfactory inputs may interfere with attention. Psychophysiological measures indicated lower skin conductance response (SCR) frequency in natural environments, especially under multisensory stimulation, consistent with reduced sympathetic arousal. EEG data revealed clear neural differences: the P1-N1 complex, linked to attentional effort, had greater amplitude in urban contexts, while the early posterior negativity (EPN), related to emotional processing, was stronger in natural conditions. Source localization associated EPN effects with the right occipital and inferior frontal gyrus. These findings support Attention Restoration Theory (ART) and Stress Reduction Theory (SRT), highlighting nature’s restorative potential. Sensory enrichment appeared to strengthen emotional engagement while modulating attentional performance. Results emphasize the value of multisensory perspectives in environmental neuroscience and point to EEG biomarkers as sensitive indicators of cognitive and affective processes. Future work should extend these insights to real-world settings using mobile neurophysiological methods.
暴露在自然环境中可以改善幸福感,减少压力,提高注意力。本研究考察了与城市环境相比,多感官自然暴露(视觉、听觉和嗅觉)对神经生理和行为的影响。32名右撇子女性(25-49岁)在执行Go/No-Go任务的同时记录脑电图、皮肤电活动(EDA)和心率(HR)。参与者分别体验了单独的图像、有声音的图像、有气味的图像以及既有声音又有气味的图像。行为结果显示,在自然环境中,任务表现得到改善,反应更正确。然而,气味丰富的环境会增加错误,这表明嗅觉输入可能会干扰注意力。心理生理学测量表明,在自然环境中,特别是在多感觉刺激下,皮肤电导反应(SCR)频率较低,与交感神经觉醒降低一致。脑电图数据显示了明显的神经差异:与注意力努力相关的P1-N1复合物在城市环境中振幅更大,而与情绪处理相关的早期后验负性(EPN)在自然环境中更强。源定位与EPN对右侧枕回和额下回的影响相关。这些发现支持了注意力恢复理论(ART)和压力减轻理论(SRT),强调了自然的恢复潜力。感觉丰富似乎在调节注意力表现的同时加强了情感投入。结果强调了多感官视角在环境神经科学中的价值,并指出脑电图生物标志物是认知和情感过程的敏感指标。未来的工作应该使用移动神经生理学方法将这些见解扩展到现实世界。
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引用次数: 0
Epigenetic regulation of aggression-linked genes following prenatal stress enhances risk for sexual aggression in male rat offspring 产前应激后攻击相关基因的表观遗传调控增加了雄性大鼠后代性攻击的风险。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-25 DOI: 10.1016/j.neuroscience.2026.01.033
Elvis Mbiydzenyuy Ngala , Sian Megan Joanna Hemmings , Jacqueline Samantha Womersley , Tarryn Willmer , Thando W. Shabangu , Lihle Qulu-Appiah
Early-life psychosocial adversity can shape adult behaviour through enduring epigenetic mechanisms, yet the neurobiological pathways linking parental stress to offspring socio-affective behaviour remain incompletely understood. Here, we investigated whether paternal social isolation and maternal prenatal stress are associated with persistent DNA methylation differences in aggression- and stress-related neurochemical receptor genes in male rat offspring, and whether these molecular alterations co-occur with changes in aggression-like and maladaptive mating behaviour. Male Wistar rats were generated from F0 males housed either in groups or in social isolation and from dams exposed to prenatal restraint stress or control conditions. In adulthood, male offspring were assessed for aggression-like behaviour using the resident–intruder test and for maladaptive mating attempts toward non-receptive females using the Sexual Aggression Test, a rodent paradigm capturing forced or inappropriate mating behaviour. Targeted DNA methylation profiling of the androgen receptor, corticotropin-releasing hormone receptor 1, oxytocin receptor, and serotonin receptor 1A genes was performed using pyrosequencing in the amygdala, hippocampus, hypothalamus, and prefrontal cortex. Paternal social isolation was associated with increased methylation of stress- and androgen-related genes in limbic and prefrontal regions, whereas prenatal stress was linked to region-specific alterations in oxytocinergic and serotonergic gene methylation. These epigenetic patterns co-occurred with heightened aggression-like behaviour and increased maladaptive mating attempts in offspring from stress-exposed lineages. Despite modest methylation effects and model limitations, the findings suggest paternal and prenatal stress jointly shape offspring socio-affective behaviour through region-specific epigenetic variation.
早期生活中的社会心理逆境可以通过持久的表观遗传机制塑造成年后的行为,然而,将父母压力与后代社会情感行为联系起来的神经生物学途径仍然不完全清楚。在这里,我们研究了父亲的社会隔离和母亲的产前压力是否与雄性大鼠后代中攻击和压力相关的神经化学受体基因的持续DNA甲基化差异有关,以及这些分子改变是否与攻击样和适应不良的交配行为的变化共同发生。雄性Wistar大鼠是由群体饲养或社会隔离的母鼠和暴露于产前约束压力或控制条件下的母鼠产生的。成年后,研究人员使用“常驻入侵者”测试评估雄性后代的攻击性行为,并使用“性侵犯测试”评估雄性后代对不接受交配的雌性的不适应交配尝试。利用焦磷酸测序技术对杏仁核、海马、下丘脑和前额皮质的雄激素受体、促肾上腺皮质激素释放激素受体1、催产素受体和血清素受体1A基因进行靶向DNA甲基化分析。父亲的社会隔离与边缘和前额叶区域压力和雄激素相关基因甲基化增加有关,而产前压力与催产素和血清素能基因甲基化的区域特异性改变有关。这些表观遗传模式与来自压力暴露谱系的后代的攻击性行为增强和适应不良的交配尝试增加共同发生。尽管有适度的甲基化效应和模型局限性,研究结果表明,父亲和产前压力通过区域特异性表观遗传变异共同塑造了后代的社会情感行为。
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引用次数: 0
TLR2 regulation of NF-κB and NLRP3-driven pyroptosis in Alzheimer's disease. TLR2调节NF-κB和nlrp3驱动的阿尔茨海默病焦亡。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-23 DOI: 10.1016/j.neuroscience.2026.01.026
Nijun Zhang, Shuo Wang, Yongkun Gui, Dongli Li, Kunyan Li, Yayu Wang, Yuming Xu

Although upregulation of toll-like receptor 2 (TLR2) excessively activates pro-inflammatory microglia through Aβ peptides, it remains unclear whether TLR2 regulates neuronal pyroptosis via the NF-κB/NLRP3 pathway in Alzheimer's disease (AD). We assessed TLR2 expression in peripheral blood from clinical samples and employed SH-SY5Y cells for initial screening. AD pathology was simulated by Aβ1-42 stimulation, and pathway regulatory relationships were dissected through TLR2 knockdown, NF-κB overexpression, and NLRP3 activation experiments. APP/PS1 mice were treated with sh-TLR2. Results demonstrated that high TLR2 expression activated the NF-κB/NLRP3 pathway and promoted pyroptosis, while TLR2 silencing suppressed Aβ1-42-driven pyroptosis in SH-SY5Y cells by inhibiting this pathway. NF-κB overexpression or NLRP3 activation partially reversed the protective effect of TLR2 silencing. In vivo experiments confirmed the role of TLR2 knockdown in AD mice. Thus, this study revealed that TLR2 drives neuronal pyroptosis via the NF-κB/NLRP3 pathway, providing a novel therapeutic target for AD. These findings complements existing microglia-centered TLR2 research and broadens the understanding of neuroinflammatory regulation. However, SH-SY5Y cells differ from primary neurons in maturity, which may limit mechanistic extrapolation. Further validation in induced pluripotent stem cells-derived primary neurons or humanized mouse models will enhance the clinical translational potential of these findings.1-421-421-42.

虽然toll样受体2 (TLR2)的上调通过Aβ肽过度激活促炎小胶质细胞,但TLR2是否通过NF-κB/NLRP3通路调节阿尔茨海默病(AD)的神经元焦亡尚不清楚。我们评估了临床样本外周血中TLR2的表达,并使用SH-SY5Y细胞进行初步筛选。通过a - β1-42刺激模拟AD病理,通过TLR2敲低、NF-κB过表达、NLRP3激活实验解剖通路调控关系。应用sh-TLR2处理APP/PS1小鼠。结果表明,TLR2的高表达激活了NF-κB/NLRP3通路,促进了SH-SY5Y细胞的焦亡,而TLR2的沉默通过抑制该通路抑制了a β1-42驱动的SH-SY5Y细胞的焦亡。NF-κB过表达或NLRP3激活部分逆转了TLR2沉默的保护作用。体内实验证实了TLR2敲低在AD小鼠中的作用。因此,本研究揭示了TLR2通过NF-κB/NLRP3通路驱动神经元焦亡,为AD的治疗提供了新的靶点。这些发现补充了现有的以小胶质细胞为中心的TLR2研究,拓宽了对神经炎症调节的理解。然而,SH-SY5Y细胞在成熟时与原代神经元不同,这可能限制了机制外推。在诱导多能干细胞衍生的原代神经元或人源化小鼠模型中进一步验证将增强这些发现的临床转化潜力。
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引用次数: 0
A Mendelian randomization study with bioinformatics analysis reveals gut microbiota mediates in heart failure and Alzheimer’s disease via BAFF-R 一项孟德尔随机研究和生物信息学分析显示,肠道微生物群通过BAFF-R介导心力衰竭和阿尔茨海默病。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-22 DOI: 10.1016/j.neuroscience.2026.01.021
Lv Zhou , Zhitian Wang , Ying Jiang , Mengxue Wang , Xiaoli Li , Qingguo Ren

Background

The causal relationship between heart failure (HF) and Alzheimer’s Disease (AD) is still debated, and the mechanisms underlying AD caused by HF are still not fully understood.

Methods

This study aimed to explore the potential genetic causality between HF and AD using two-sample Mendelian randomization (MR) study. The investigation was extended with mediation MR to explore the underlying genetic mechanisms. Bioinformatics analysis provided additional evidence.

Results

In our investigation, we harnessed a two-sample MR method to delineate a causal relationship between HF and AD, uncovering a significant positive association. Our results, derived from a meticulous two-step MR analysis, have shed new light on the mediating role of gut microbiota (GM) within the HF-AD interplay. Notably, we identified specific metabolic pathways with substantial correlations: a pivotal super-pathway crucial for the biosynthesis of branched chain amino acids (BCAAs) and the pyrimidine deoxyribonucleotides de novo biosynthesis II pathway. Our findings extend beyond the metabolic, revealing the ’BAFF-R on CD20-’ immune cells as key mediators in the GM-AD pathway. Bioinformatics analysis revealed significant enrichment of common differentially expressed genes between HF and AD in immune-related pathways.

Conclusions

We present a thorough genetic analysis of the relationship between HF, AD, and the intestinal-neuroimmune interaction, emphasizing the potential of GM and immune cells as therapeutic targets.
背景:心力衰竭(HF)与阿尔茨海默病(AD)之间的因果关系仍存在争议,HF引起AD的机制仍未完全了解。方法:采用双样本孟德尔随机化(MR)研究,探讨HF与AD之间潜在的遗传因果关系。通过调解磁共振扩展了调查,以探索潜在的遗传机制。生物信息学分析提供了额外的证据。结果:在我们的研究中,我们利用双样本MR方法来描述HF和AD之间的因果关系,发现了显著的正相关。我们的研究结果来源于细致的两步磁共振分析,揭示了肠道微生物群(GM)在HF-AD相互作用中的介导作用。值得注意的是,我们确定了具有实质性相关性的特定代谢途径:支链氨基酸(BCAAs)生物合成的关键超途径和嘧啶脱氧核糖核苷酸从头合成II途径。我们的发现超越了代谢,揭示了“CD20-上的BAFF-R”免疫细胞是GM-AD通路的关键介质。生物信息学分析显示,HF和AD在免疫相关通路上的共同差异表达基因显著富集。结论:我们对HF、AD和肠道-神经免疫相互作用之间的关系进行了全面的遗传学分析,强调了转基因和免疫细胞作为治疗靶点的潜力。
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引用次数: 0
Bridging ancient substances and modern psychiatry: the role of classic psychedelics in depression treatment 连接古代物质和现代精神病学:经典致幻剂在抑郁症治疗中的作用。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-22 DOI: 10.1016/j.neuroscience.2026.01.022
Guilherme Lodetti, Gislaine Zilli Réus, Eduardo Pacheco Rico
Pharmacotherapy for MDD is commonly prescribed to patients, yet fewer than half achieve remission. Moreover, many patients exhibit intolerant responses to pharmacological treatment, highlighting the need to explore new forms of therapy. The present work provides a narrative review of classic psychedelics as an alternative to MDD treatment. In addition, mechanisms by which psychedelics exert antidepressant effects are discussed. A literature review of recent studies regarding psychedelics used for the treatment of depressive disorders. The main search platform for relevant indexed articles used was PubMed, using keywords such as psychedelics, MDD, depression, and treatment. Studies have shown that classic psychedelics mainly bind to 5-HT2A receptors, increasing interaction between sensory and somatomotor brain networks. These substances play a significant role in treating psychiatric disorders. Also, classic psychedelics generate long-term behavioural responses comparable to traditional treatments. Therefore, they are strongly associated with the management of these conditions. Recent studies have shown that classic psychedelics yield favourable outcomes in alleviating symptoms of depression. This has been observed in clinical and experimental investigations. The improvement in mood is thought to arise from their influence on molecular targets associated with neuroplasticity, including the promotion of neurogenesis and the behavioural responses linked to downstream and upstream signalling pathways.
通常会给重度抑郁症患者开药物治疗,但只有不到一半的患者获得缓解。此外,许多患者对药物治疗表现出不耐受反应,强调需要探索新的治疗形式。目前的工作提供了一个叙述性的回顾经典迷幻药作为替代重度抑郁症治疗。此外,还讨论了致幻剂发挥抗抑郁作用的机制。关于迷幻药用于治疗抑郁症的最新研究的文献综述。相关索引文章的主要搜索平台是PubMed,关键词包括迷幻药、重度抑郁症、抑郁症和治疗。研究表明,经典迷幻药主要与5-HT2A受体结合,增加感觉和躯体运动脑网络之间的相互作用。这些物质在治疗精神疾病方面起着重要作用。此外,经典迷幻药产生的长期行为反应与传统疗法相当。因此,它们与这些条件的管理密切相关。最近的研究表明,经典迷幻药在缓解抑郁症状方面效果良好。这已在临床和实验研究中观察到。情绪的改善被认为是由于它们对与神经可塑性相关的分子靶标的影响,包括促进神经发生和与下游和上游信号通路相关的行为反应。
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引用次数: 0
An ALS-associated mutant SOD1 protein can be eliminated in microglia culture by selective autophagy. als相关的SOD1突变蛋白可以通过选择性自噬在小胶质细胞培养中消除。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-22 DOI: 10.1016/j.neuroscience.2026.01.017
Kumiko Murakami, Norihiro Sudou, Atushi Kurata, Motoko Kawaguchi-Niida

The acquired toxicity of the familial amyotrophic lateral sclerosis (ALS)-associated mutant Zn-superoxide dismutase 1 (SOD1) protein has been implicated in motoneuron death, and cytosolic aggregates or inclusions have been observed in the cytoplasm of motoneurons, astrocytes, and neuronal axons but not in that of microglia. This study elucidates the mechanisms by which mutant SOD1 does not aggregate in and is cleared by microglia. We generated pcDNA3-Venus-tagged SOD1 constructs: wild-type SOD1 and mutant SOD1 were used as controls, and the A4V, D90A, and G93A SOD1 mutants were used as disease-related constructs; these plasmids were introduced into the Ra2 microglia line for subsequent evaluation. In spinal cords collected from postsymptomatic G93A mice, very little aggregation of the mutant SOD1 protein was detected in microglia, consistent with previous reports. Our new findings, which were based on immunohistochemical, Western blot, and enzyme immunoassay analyses, revealed that the protein expression of mutant SOD1 in microglia is significantly lower than that of wild-type SOD1. Furthermore, we observed the recovery of mutant SOD1 protein levels in autophagy suppression experiments and its colocalization with WDFY3, a selective autophagy-related protein. These in vitro results demonstrate that only the mutant SOD1 protein (i.e., not wild-type SOD1) is degraded by selective autophagy. Furthermore, we found that both wild-type and mutant SOD1 are secreted directly from microglia. These findings provide an opportunity to elucidate the precise mechanism through which microglia manage mutant SOD1 proteins during the pathological process of ALS and are likely to lead to improvements in ALS treatment strategies.

家族性肌萎缩性侧索硬化症(ALS)相关突变体zn -超氧化物歧化酶1 (SOD1)蛋白的获得性毒性与运动神经元死亡有关,在运动神经元、星形胶质细胞和神经元轴突的细胞质中观察到胞质聚集体或包涵体,但在小胶质细胞中没有观察到。这项研究阐明了突变SOD1不聚集在小胶质细胞中并被小胶质细胞清除的机制。我们生成了pcdna3 - venus标记的SOD1构建体:野生型SOD1和突变型SOD1作为对照,A4V、D90A和G93A SOD1突变体作为疾病相关构建体;这些质粒被引入Ra2小胶质细胞系进行后续评价。在症状后的G93A小鼠脊髓中,在小胶质细胞中检测到很少的SOD1突变蛋白聚集,与先前的报道一致。我们的新发现,基于免疫组织化学,Western blot和酶免疫分析,显示突变型SOD1在小胶质细胞中的蛋白表达明显低于野生型SOD1。此外,我们在自噬抑制实验中观察到突变体SOD1蛋白水平的恢复及其与选择性自噬相关蛋白WDFY3的共定位。这些体外实验结果表明,只有突变型SOD1蛋白(即,不是野生型SOD1)被选择性自噬降解。此外,我们发现野生型和突变型SOD1都直接从小胶质细胞分泌。这些发现为阐明小胶质细胞在ALS病理过程中管理突变SOD1蛋白的确切机制提供了机会,并可能导致ALS治疗策略的改进。
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引用次数: 0
Bibliometric analysis of neuroinflammation in Alzheimer’s Disease: Insights from APP/PS1 mouse model research in the past two decades 阿尔茨海默病神经炎症的文献计量学分析:过去二十年APP/PS1小鼠模型研究的见解
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-20 DOI: 10.1016/j.neuroscience.2026.01.020
Li Yan , Haibin Wang , Jianrong Shi , Hongsheng Tan , Qing Liu
Background: The APP/PS1 transgenic mouse is a foundational model in Alzheimer’s disease (AD) research, particularly for investigating the pivotal role of neuroinflammation in disease pathogenesis. Although substantial experimental work has explored inflammatory mechanisms in AD, the field still lacks a comprehensive overview of how research hotspots have evolved, which key scientific questions remain unresolved, and how global research efforts align with existing mechanistic gaps. Therefore, this investigation systematically evaluated scholarly trends, geographic contributions, institutional productivity, and thematic evolution to synthesize actionable insights that will guide subsequent experimental designs.
Methods: Bibliometric analysis was conducted on peer-reviewed articles indexed in the Web of Science Core Collection (2005–2024). Analytical tools, including VOSviewer, CiteSpace, and Bibliometrix, were employed to quantify research output, collaborative networks, citation metrics, and keyword co-occurrence patterns.
Results: Annual publication numbers exhibited exponential growth post-2015, reflecting an intensified focus on neuroinflammatory mechanisms in AD. China and the United States contributed 83.4 % of total publications, with the University of Barcelona as the most productive institution. High-impact journals such as Nature, Nature Neuroscience, and Brain Behavior Immunity. The analysis identified key scientific issues and evolving research fronts, with current hot topics focusing on oxidative stress, activated microglia releasing inflammatory cytokines, and abnormal autophagy-lysosome pathways.
Conclusion: The APP/PS1 mice have a significantly enhanced mechanistic understanding of neuroimmune interactions in AD pathogenesis. Future research should explore microglia-mediated neuroinflammation and brain-gut microbiome interactions to uncover novel diagnostic and therapeutic strategies for AD. This study offers an evidence-based framework to guide researchers using APP/PS1 mice model.
背景:APP/PS1转基因小鼠是阿尔茨海默病(AD)研究的基础模型,特别是研究神经炎症在疾病发病机制中的关键作用。尽管大量的实验工作已经探索了阿尔茨海默病的炎症机制,但该领域仍然缺乏对研究热点如何演变的全面概述,哪些关键科学问题尚未解决,以及全球研究工作如何与现有的机制差距保持一致。因此,本研究系统地评估了学术趋势、地理贡献、制度生产力和专题演变,以综合可操作的见解,指导后续的实验设计。方法:对Web of Science Core Collection(2005-2024)收录的同行评议文章进行文献计量分析。利用VOSviewer、CiteSpace和Bibliometrix等分析工具对研究产出、合作网络、引文指标和关键词共现模式进行量化。结果:2015年后,年度出版物数量呈指数级增长,反映了对阿尔茨海默病神经炎症机制的加强关注。中国和美国贡献了83.4 %的总出版物,其中巴塞罗那大学是最多产的机构。高影响力期刊,如《自然》、《自然神经科学》和《脑行为免疫》。分析确定了关键的科学问题和不断发展的研究前沿,目前的热门话题集中在氧化应激、激活的小胶质细胞释放炎症细胞因子和异常的自噬-溶酶体途径。结论:APP/PS1小鼠对阿尔茨海默病发病过程中神经免疫相互作用机制的认识显著增强。未来的研究应该探索小胶质细胞介导的神经炎症和脑-肠微生物组的相互作用,以发现新的AD诊断和治疗策略。本研究为APP/PS1小鼠模型的研究提供了一个循证框架。
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引用次数: 0
A multi-view DTI feature fusion framework for enhanced diagnosis of Alzheimer’s disease 一种用于阿尔茨海默病增强诊断的多视图DTI特征融合框架
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-20 DOI: 10.1016/j.neuroscience.2026.01.024
Jianping Qiao , Guangchao Zhou , Shaoqi Wu , Hao Shang , Qi Yuan , Jiande Sun
Alzheimer’s disease (AD) is an irreversible neurodegenerative disorder. Diffusion tensor imaging (DTI) is widely used to detect brain alterations for diagnosis, but most methods rely on single-scale information. Therefore, this study proposes the multi-view feature learning framework incorporating residual block-based 3D convolutional neural network (3D-CNN) for AD diagnosis. First, tract-based spatial statistics were applied to extract voxel-based features from fractional anisotropy (FA) and mean diffusivity (MD) maps. Second, the residual block-based 3D-CNN model was employed to extract high-level deep features, enhancing model ability to capture global contextual information. Third, fiber tracking was used to construct structural connectivity networks, which served as connectivity-based features. Fourth, radiomics was applied to extract texture and shape features from FA and MD images. These four types of features were linearly combined and subsequently reduced in dimensionality using the ReliefF algorithm. Finally, an ensemble learning strategy was employed to perform three binary classification tasks among the AD, mild cognitive impairment (MCI), and normal control (NC) groups. Additionally, layer-wise relevance propagation (LRP) was utilized to improve the interpretability of the 3D-CNN model. Evaluated on 427 subjects from the Alzheimer’s Disease Neuroimaging Initiative database, the framework integrates complementary multi-scale information, achieving superior performance. For the AD vs. NC classification, it attained an accuracy of 97.6%, a sensitivity of 98.0%, and an area under the curve of 0.964, outperforming several state-of-the-art methods. These results demonstrate that our approach enhances diagnostic accuracy and contributes to understanding disease mechanisms by identifying multi-scale biomarkers associated with known AD pathology.
阿尔茨海默病(AD)是一种不可逆的神经退行性疾病。弥散张量成像(Diffusion tensor imaging, DTI)被广泛用于检测大脑病变的诊断,但大多数方法依赖于单尺度信息。因此,本研究提出了基于残差块的3D卷积神经网络(3D- cnn)的多视图特征学习框架,用于AD诊断。首先,应用基于束的空间统计方法从分数各向异性(FA)和平均扩散率(MD)地图中提取基于体素的特征;其次,采用基于残差分块的3D-CNN模型提取高级深度特征,增强模型捕捉全局上下文信息的能力;第三,利用光纤跟踪构建结构连接网络,作为基于连接的特征。第四,应用放射组学技术提取FA和MD图像的纹理和形状特征。这四种类型的特征线性组合,随后使用ReliefF算法降维。最后,采用集成学习策略在AD组、轻度认知障碍组(MCI)和正常对照组(NC)中执行三个二元分类任务。此外,利用分层相关传播(LRP)来提高3D-CNN模型的可解释性。对来自阿尔茨海默病神经影像学倡议数据库的427名受试者进行评估,该框架整合了互补的多尺度信息,取得了卓越的性能。对于AD和NC分类,它的准确率为97.6%,灵敏度为98.0%,曲线下面积为0.964,优于几种最先进的方法。这些结果表明,我们的方法提高了诊断准确性,并有助于通过识别与已知AD病理相关的多尺度生物标志物来理解疾病机制。
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引用次数: 0
Neonatal quercetin exposure reduces motor impairments and cerebellar damage in cerebral palsy rats, with different effects on males and females 新生儿接触槲皮素可减少脑瘫大鼠的运动损伤和小脑损伤,但对雄性和雌性的影响不同。
IF 2.8 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-01-19 DOI: 10.1016/j.neuroscience.2026.01.023
Glayciele Leandro de Albuquerque , Raul Manhães-de-Castro , Isla Ariadny Amaral De Souza Gonzaga Paz , Eulália Rebeca da Silva-Araújo , Henrique José Cavalcanti Bezerra Gouveia , Maria Letícia Farias Tenório , Marcos Antônio da Silva Araújo , Ana Elisa Toscano
Cerebral palsy (CP) comprises a group of neuromusculoskeletal disorders resulting from fetal or infant brain injury. Quercetin has demonstrated antioxidant, anti-inflammatory and neuroprotective properties in neurological diseases. This study aimed to evaluate the effects of neonatal treatment with quercetin on motor development, neuronal loss, and inflammation in the cerebellum of rats subjected to CP. CP model was induced by postnatal anoxia (P0 and P1) and hindlimbs sensorimotor restriction (P2 to P28). Quercetin (10 mg/kg) was administered intraperitoneally from P2 to P22. Animals were analyzed for somatic growth; reflex ontogenesis; muscle strength; motor coordination; locomotor activity and gait in CatWalk; neuronal loss and inflammation in the cerebellum. Experimental CP, regardless of sex, restricted body weight gain, somatic growth, soleus muscle weight, muscle strength, motor coordination, locomotor activity and gait development, and promoted increased neuroinflammation in the cerebellum. Neonatal quercetin exposure was positive in the model of CP in males, favoring body weight gain, reducing the presence of primitive reflexes, increasing muscle strength, improving exploratory capacity in the open field, decreasing the time in the swing phase during gait, and reducing the expression of TNF in the cerebellum. In females, quercetin had a protective effect by stimulating somatic growth, favoring the regularity of steps during gait, and preventing neuronal loss in the cerebellum of CP animals. This study suggests a greater responsiveness in males compared to females, and indicates a possible protective role of quercetin in both sexes in motor development and neuroinflammation in CP models.
脑瘫(CP)包括一组由胎儿或婴儿脑损伤引起的神经肌肉骨骼疾病。槲皮素在神经系统疾病中具有抗氧化、抗炎和神经保护作用。本研究旨在探讨新生儿期槲皮素对CP大鼠运动发育、神经元丢失和小脑炎症的影响。采用产后缺氧(P0和P1)和后肢感觉运动受限(P2 ~ P28)诱导CP模型。从P2至P22腹腔注射槲皮素(10 mg/kg)。对动物进行体生长分析;反射个体发育;肌肉力量;运动协调;猫步的运动活动和步态;小脑的神经元丢失和炎症。实验CP,不分性别,限制体重增加、体生长、比目鱼肌重量、肌肉力量、运动协调、运动活动和步态发育,并促进小脑神经炎症增加。新生儿槲皮素暴露在雄性CP模型中呈阳性,有利于体重增加,减少原始反射的存在,增加肌肉力量,提高开阔区域的探索能力,减少步态中摇摆阶段的时间,降低小脑中TNF的表达。在雌性CP动物中,槲皮素通过刺激体细胞生长、促进步态的规律性和防止小脑的神经元丢失而具有保护作用。这项研究表明,与女性相比,男性的反应性更强,并表明槲皮素在CP模型的运动发育和神经炎症中可能具有保护作用。
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