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Impact of non-alcoholic fatty liver disease on cognition and brain changes: a comprehensive review. 非酒精性脂肪性肝病对认知和大脑变化的影响:一项综合综述
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-20 DOI: 10.1515/revneuro-2024-0149
Huijing He, Hongjian Gao, Yubo Zhang, Qi Wang, Zongyang Li, Shuicai Wu, Caiyun Wen

This review explores the correlation of non-alcoholic fatty liver disease (NAFLD) with cognitive function and brain changes. A comprehensive search of relevant studies in the PubMed database up to June 2024 was conducted, including various study designs such as cross-sectional, longitudinal, case-control, and cohort studies. Data were extracted from 24 studies, focusing on study design, sample size, NAFLD diagnosis, control of confounders, key findings, and limitations. Neuropsychological tests utilized within each study were grouped into relevant cognitive domains. Statistical analyses and comparisons were also performed on the observed changes in brain parameters across the studies. The meta-analysis on the domain of general cognition was conducted. Results indicated that NAFLD was significantly associated with general cognition, executive function, attention, and memory. NAFLD impacts the total brain volume, the volumes of specific brain regions and certain high-intensity brain regions, the cerebral blood flow and perfusion, the integrity of nerve fiber bundles, and the brain abnormalities or lesions such as cerebral hemorrhage, cerebral microbleeds, and white matter lesions. NAFLD also affects the thickness and surface area of certain cortical regions and the resting-state brain function MRI indicators in specific brain areas. Despite these findings, the included studies varied in design, population characteristics, and outcome measures, which introduced heterogeneity that might influence the generalizability of the results. Overall, NAFLD is associated with a decline in cognitive function and alterations in certain brain parameters. Furthermore, NAFLD may exert its influence on cognition by impacting brain structure.

本文综述了非酒精性脂肪性肝病(NAFLD)与认知功能和大脑变化的相关性。我们对PubMed数据库中截至2024年6月的相关研究进行了全面检索,包括各种研究设计,如横断面、纵向、病例对照和队列研究。从24项研究中提取数据,重点关注研究设计、样本量、NAFLD诊断、混杂因素控制、关键发现和局限性。在每个研究中使用的神经心理学测试被分组到相关的认知领域。对研究中观察到的大脑参数变化也进行了统计分析和比较。在一般认知领域进行meta分析。结果表明,NAFLD与一般认知、执行功能、注意力和记忆显著相关。NAFLD影响脑总容量、特定脑区和某些高强度脑区容量、脑血流和灌注、神经纤维束完整性以及脑出血、脑微出血、脑白质病变等脑异常或病变。NAFLD还影响某些皮质区域的厚度和表面积以及特定脑区静息状态脑功能MRI指标。尽管有这些发现,纳入的研究在设计、人群特征和结果测量方面存在差异,这引入了异质性,可能影响结果的普遍性。总的来说,NAFLD与认知功能下降和某些大脑参数的改变有关。此外,NAFLD可能通过影响大脑结构对认知产生影响。
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引用次数: 0
Advances in repetitive transcranial magnetic stimulation in the treatment of treatment-resistant depression: a comprehensive review. 反复经颅磁刺激治疗难治性抑郁症的研究进展综述
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-17 Print Date: 2025-07-28 DOI: 10.1515/revneuro-2024-0151
Haoran Xing, Xiaolei Liu, Yingying Zhang, Jie Wu, Mier Li, Hong Ye, Yu Ding, Weiwei Wang, Zhong Zheng, Tianhao Bao

Major depressive disorder is a common mental disorder, and a significant number of patients exhibit poor response to conventional antidepressant treatments, known as treatment-resistant depression (TRD). However, the definition of TRD globally remains unclear, impeding clinical research, treatment development, outcome implementation, and policy-making. A wealth of research confirms that rTMS demonstrates promising efficacy in TRD. This paper elucidates the definition of TRD, summarizes potential targets of rTMS for treating TRD, comprehensively elaborates on the unique mechanisms, efficacy, and side effects of rTMS in treating TRD, and outlines considerations for special populations receiving rTMS treatment for TRD as well as other treatment modalities for TRD. Through these studies, we aim to provide more scientifically grounded recommendations for patients undergoing rTMS treatment for TRD.

重度抑郁症是一种常见的精神障碍,大量患者对常规抗抑郁药物治疗反应不佳,被称为治疗抵抗性抑郁症(TRD)。然而,全球对TRD的定义仍然不明确,这阻碍了临床研究、治疗开发、结果实施和决策。大量的研究证实,rTMS对TRD有很好的疗效。本文阐述了TRD的定义,总结了rTMS治疗TRD的潜在靶点,全面阐述了rTMS治疗TRD的独特机制、疗效和副作用,并概述了接受rTMS治疗TRD的特殊人群以及其他治疗方式的注意事项。通过这些研究,我们的目标是为接受rTMS治疗TRD的患者提供更科学的建议。
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引用次数: 0
The essential role of cerebrospinal fluid in the brain; a comprehensive review. 脑脊液在大脑中的重要作用;全面审查。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-05 Print Date: 2025-07-28 DOI: 10.1515/revneuro-2024-0156
Farhad Mashayekhi, Zivar Salehi

There has been a significant amount of attention directed towards understanding brain development, shedding light on the underlying mechanisms. The proliferation and differentiation of brain stem cells have been a key focus. The process of neurolation occurs during the early stages of embryonic development, leading to the formation of the neural tube, a hollow nerve cord that gives rise to the central nervous system (CNS). There is a growing emphasis on the fluid-filled space inside the developing CNS and the potential role of cerebrospinal fluid (CSF) in brain development. The flow of CSF near the germinal epithelium significantly impacts the proliferation of cells in the cerebral cortex. CSF provides crucial support to the germinal epithelium, influencing the growth and differentiation of neural stem cells. It achieves this by releasing growth factors, cytokines, and morphogens that control the proliferation, survival, and migration of neuroepithelium. During development, the concentration of proteins in the CSF is notably higher compared to that in adults. Studies have indicated that removing CSF from the brain's ventricles during development causes an increase in neural cell deaths and a reduction in neural cell proliferation, ultimately leading to a thinner cerebral cortex. Additionally, many researches demonstrate that the composition of the CSF is essential for maintaining germinal matrix function and output, highlighting the critical role of CSF in brain development. It is concluded that CSF impacts the proliferation and differentiation of neural stem cells, which in turn plays a pivotal role in brain development.

已经有大量的注意力指向理解大脑发育,揭示潜在的机制。脑干细胞的增殖和分化一直是人们关注的焦点。神经调节过程发生在胚胎发育的早期阶段,导致神经管的形成,神经管是一种中空的神经索,产生中枢神经系统(CNS)。人们越来越重视发育中的中枢神经系统内充满液体的空间以及脑脊液(CSF)在大脑发育中的潜在作用。脑脊液在生发上皮附近的流动显著影响大脑皮层细胞的增殖。脑脊液对生发上皮提供重要支持,影响神经干细胞的生长和分化。它通过释放生长因子、细胞因子和形成因子来控制神经上皮细胞的增殖、存活和迁移。在发育过程中,脑脊液中的蛋白质浓度明显高于成人。研究表明,在发育过程中从脑室移除脑脊液会导致神经细胞死亡增加,神经细胞增殖减少,最终导致大脑皮层变薄。此外,许多研究表明脑脊液的组成对维持生发基质功能和输出至关重要,突出了脑脊液在脑发育中的关键作用。综上所述,脑脊液影响神经干细胞的增殖和分化,进而在脑发育中起关键作用。
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引用次数: 0
Phase-amplitude coupling during auditory steady-state stimulation: a methodological review. 听觉稳态刺激时的相幅耦合:方法学回顾。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-05 Print Date: 2025-08-26 DOI: 10.1515/revneuro-2024-0165
Aurimas Mockevičius, Inga Griškova-Bulanova

Auditory steady-state response (ASSR) is a robust method to probe gamma (>30 Hz) activity in a controlled manner. While typically the magnitude and the phase synchronization over stimulus repetitions of ASSR is assessed, other measures are being investigated. One of them is phase-amplitude coupling (PAC), which reflects the interactions between lower frequency phase and higher frequency amplitude. Considering that the number of studies assessing PAC during auditory steady-state stimulation has grown recently, in the present work, we aimed to perform a comprehensive overview of PAC methodological approaches in ASSR studies. We sought to evaluate the studies according to PAC analysis issues emphasized in empirical and theoretical PAC studies. Our work showed considerable variability in the methodology among the reviewed studies. Furthermore, the reviewed works address methodological issues and confounding factors of PAC relatively poorly and are characterized by insufficient descriptions of the applied approaches. Our review shows that systematic research of PAC in the context of ASSR is imperative in order to properly evaluate the presence of PAC during the auditory steady-state stimulation.

听觉稳态反应(ASSR)是一种以受控方式探测伽马(bbb30 Hz)活动的鲁棒方法。在评估ASSR刺激重复的幅度和相位同步的同时,正在研究其他措施。其中一种是相幅耦合(PAC),它反映了低频相位和高频幅值之间的相互作用。考虑到评估听觉稳态刺激期间PAC的研究数量最近有所增加,在本工作中,我们旨在对ASSR研究中PAC的方法方法进行全面概述。我们试图根据实证和理论PAC研究中强调的PAC分析问题来评估这些研究。我们的工作表明,在回顾的研究中,方法存在相当大的差异。此外,所审查的工作相对较差地解决了PAC的方法问题和混淆因素,并且对应用方法的描述不足。我们的综述表明,为了正确评估听觉稳态刺激中PAC的存在,系统地研究asr背景下的PAC是必要的。
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引用次数: 0
The role of neuroinflammation in PV interneuron impairments in brain networks; implications for cognitive disorders. 神经炎症在脑网络PV中间神经元损伤中的作用对认知障碍的影响。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-01-24 Print Date: 2025-07-28 DOI: 10.1515/revneuro-2024-0153
Pantea Allami, Niloufar Yazdanpanah, Nima Rezaei

Fast spiking parvalbumin (PV) interneuron is an inhibitory gamma-aminobutyric acid (GABA)ergic interneuron diffused in different brain networks, including the cortex and hippocampus. As a key component of brain networks, PV interneurons collaborate in fundamental brain functions such as learning and memory by regulating excitation and inhibition (E/I) balance and generating gamma oscillations. The unique characteristics of PV interneurons, like their high metabolic demands and long branching axons, make them too vulnerable to stressors. Neuroinflammation is one of the most significant stressors that have an adverse, long-lasting impact on PV interneurons. Neuroinflammation affects PV interneurons through specialized inflammatory pathways triggered by cytokines such as tumor necrosis factor (TNF) and interleukin 6 (IL-6). The crucial cells in neuroinflammation, microglia, also play a significant role. The destructive effect of inflammation on PV interneurons can have comprehensive effects and cause neurological disorders such as schizophrenia, Alzheimer's disease (AD), autism spectrum disorder (ASD), and bipolar disorder. In this article, we provide a comprehensive review of mechanisms in which neuroinflammation leads to PV interneuron hypofunction in these diseases. The integrated knowledge about the role of PV interneurons in cognitive networks of the brain and mechanisms involved in PV interneuron impairment in the pathology of these diseases can help us with better therapeutic interventions.

快速尖峰小白蛋白(PV)中间神经元是一种抑制性γ -氨基丁酸(GABA)能中间神经元,分布于大脑皮层和海马等不同的脑网络中。作为脑网络的关键组成部分,PV中间神经元通过调节兴奋和抑制(E/I)平衡和产生伽马振荡来协同完成学习和记忆等基本脑功能。PV中间神经元的独特特性,如它们的高代谢需求和长分支轴突,使它们太容易受到应激源的影响。神经炎症是最重要的应激源之一,对PV中间神经元有不利的、持久的影响。神经炎症通过肿瘤坏死因子(TNF)和白细胞介素6 (IL-6)等细胞因子引发的特殊炎症途径影响PV中间神经元。神经炎症的关键细胞小胶质细胞也起着重要作用。炎症对PV中间神经元的破坏作用具有综合性,可引起精神分裂症、阿尔茨海默病(AD)、自闭症谱系障碍(ASD)、双相情感障碍等神经系统疾病。在这篇文章中,我们提供了一个全面的机制,在这些疾病中,神经炎症导致PV中间神经元功能低下。关于PV中间神经元在大脑认知网络中的作用以及这些疾病病理中PV中间神经元损伤的机制的综合知识可以帮助我们更好地进行治疗干预。
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引用次数: 0
Neurological mechanism-based analysis of the role and characteristics of physical activity in the improvement of depressive symptoms. 基于神经机制的体力活动在抑郁症状改善中的作用和特征分析。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-01-21 Print Date: 2025-07-28 DOI: 10.1515/revneuro-2024-0147
Nan Wang, Shanshan Zhu, Shuyang Chen, Ju Zou, Peng Zeng, Sijie Tan

Depression is a common mental disorder characterized by a high prevalence and significant adverse effects, making the searching for effective interventions an urgent priority. In recent years, physical activity (PA) has increasingly been recognized as a standard adjunctive treatment for mental disorders owing to its low cost, easy application, and high efficiency. Epidemiological data shows positive preventive and therapeutic effects of PA on mental illnesses such as depression. This article systematically describes the prophylactic and therapeutic effects of PA on depression and its biological basis. A comprehensive literature analysis reveals that PA significantly improves depressive symptoms by upregulating the expression of "exerkines" such as irisin, adiponectin, and BDNF to positively impacting neuropsychiatric conditions. In particular, lactate could also play a critical role in the ameliorating effects of PA on depression due to the findings about protein lactylation as a novel protein post-transcriptional modification. The literature also suggests that in terms of brain structure, PA may improve hippocampal volume, basal ganglia (neostriatum, caudate-crustal nucleus) and PFC density in patients with MDD. In summary, this study elucidates the multifaceted positive effects of PA on depression and its potential biological mechanisms with a particular emphasis on the roles of various exerkines. Future research may further investigate the effects of different types, intensities, and durations of PA on depression, as well as how to better integrate PA interventions into existing treatment strategies to achieve optimal outcomes in mental health interventions.

抑郁症是一种常见的精神障碍,其特点是发病率高,副作用大,因此寻找有效的干预措施是当务之急。近年来,体力活动(physical activity, PA)因其成本低、应用方便、效率高等优点,越来越被公认为精神障碍的标准辅助治疗方法。流行病学数据显示,PA对抑郁症等精神疾病具有积极的预防和治疗作用。本文系统地介绍了PA对抑郁症的预防和治疗作用及其生物学基础。一项全面的文献分析显示,PA通过上调鸢尾素、脂联素和BDNF等“运动因子”的表达,从而对神经精神疾病产生积极影响,从而显著改善抑郁症状。特别是,由于蛋白质乳酸化作为一种新的蛋白质转录后修饰的发现,乳酸也可能在PA对抑郁症的改善作用中发挥关键作用。文献还表明,在脑结构方面,PA可能改善MDD患者的海马体积、基底神经节(新纹状体、尾状核-壳核)和PFC密度。综上所述,本研究阐明了PA对抑郁症的多方面积极作用及其潜在的生物学机制,并特别强调了各种运动的作用。未来的研究可能会进一步探讨不同类型、强度和持续时间的PA对抑郁症的影响,以及如何更好地将PA干预纳入现有的治疗策略,以达到心理健康干预的最佳效果。
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引用次数: 0
Recent advances on brain drug delivery via nanoparticles: alternative future materials for neuroscience applications; a review. 纳米颗粒脑药物传递的最新进展:神经科学应用的替代未来材料复习一下。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-01-21 Print Date: 2025-06-26 DOI: 10.1515/revneuro-2024-0086
Razieh Razavi, Ghazal Khajouei, Fatemeh Divsalar, Elmuez Dawi, Mahnaz Amiri

Essentially, the blood-brain barrier (BBB) serves as a line of demarcation between neural tissues and the bloodstream. A unique and protective characteristic of the blood-brain barrier is its ability to maintain cerebral homeostasis by regulating the flux of molecules and ions. The inability to uphold proper functioning in any of these constituents leads to the disruption of this specialized multicellular arrangement, consequently fostering neuroinflammation and neurodegeneration. Recent advancements in nanomedicine have been regarded as a promising avenue for improving the delivery of drugs to the central nervous system in the modern era. A major benefit of this innovation is that it allows drugs to accumulate selectively within the cerebral area by circumventing the blood-brain barrier. Although brain-targeted nanomedicines have demonstrated impressive achievements, certain limitations in targeting specificity still exist. In this examination, we scrutinize the distinctive physical and chemical attributes of nanoparticles (NPs) contributing to their facilitation in BBB traversal. We explore the various mechanisms governing NP passage over the BBB, encompassing paracellular conveyance, mediated transport, as well as adsorptive- and receptor-mediated transcytosis. The therapeutic success of NPs for the treatment of brain tumors has been extensively investigated through the use of various categories of NPs. Among these are polymeric nanoparticles, liposomes, solid lipid nanoparticles, dendrimers, metallic nanoparticles, quantum dots, and nanogels. The potential utility of nanoparticles goes beyond their ability to transport pharmaceuticals. They can serve as adept imaging contrast agents, capable of being linked with imaging probes. This will facilitate tumor visualization, delineate lesion boundaries and margins, and monitor drug delivery and treatment response. Versatile nanoparticles can be engineered to effectively target neoplastic lesions, serving dual roles in diagnostic imaging and therapeutic interventions. Subsequently, this discourse explores the constraints associated with nanoparticles in the context of treating brain tumors.

本质上,血脑屏障(BBB)是神经组织和血流之间的分界线。血脑屏障的一个独特的保护特性是它能够通过调节分子和离子的流动来维持大脑的稳态。无法维持任何这些成分的正常功能会导致这种专门的多细胞排列的破坏,从而促进神经炎症和神经变性。纳米医学的最新进展被认为是改善现代中枢神经系统药物输送的有前途的途径。这项创新的一个主要好处是,它允许药物绕过血脑屏障,选择性地在大脑区域内积累。尽管脑靶向纳米药物已经取得了令人印象深刻的成就,但在靶向特异性方面仍然存在一定的局限性。在这项研究中,我们仔细研究了纳米颗粒(NPs)独特的物理和化学属性,有助于促进血脑屏障的穿越。我们探索了NP通过血脑屏障的各种机制,包括细胞旁转运、介导转运以及吸附和受体介导的胞吞作用。通过使用各种类型的NPs,已广泛研究了NPs治疗脑肿瘤的治疗成功率。其中包括聚合纳米颗粒、脂质体、固体脂质纳米颗粒、树状大分子、金属纳米颗粒、量子点和纳米凝胶。纳米颗粒的潜在用途超出了它们运输药物的能力。它们可以作为熟练的成像造影剂,能够与成像探针连接。这将有助于肿瘤的可视化,描绘病变的边界和边缘,并监测药物输送和治疗反应。多功能纳米颗粒可以被设计成有效地靶向肿瘤病变,在诊断成像和治疗干预中发挥双重作用。随后,本文探讨了纳米颗粒在脑肿瘤治疗中的局限性。
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引用次数: 0
The interplay between gut microbiota composition and dementia. 肠道菌群组成与痴呆之间的相互作用。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-01-21 Print Date: 2025-07-28 DOI: 10.1515/revneuro-2024-0113
Rad Ghannadzadeh Kermani Pour, Sara Kamali Zounouzi, Melina Farshbafnadi, Nima Rezaei

Recently, researchers have been interested in the potential connection between gut microbiota composition and various neuropsychological disorders. Dementia significantly affects the socioeconomics of families. Gut microbiota is considered as a probable factor in its pathogenesis. Multiple bacterial metabolites such as short-chain fatty acids, lipopolysaccharides, and various neurotransmitters that are responsible for the incidence and progression of dementia can be produced by gut microbiota. Various bacterial species such as Bifidobacterium breve, Akkermansia muciniphila, Streptococcus thermophilus, Escherichia coli, Blautia hydrogenotrophica, etc. are implicated in the pathogenesis of dementia. Gut microbiota can be a great target for imitating or inhibiting their metabolites as an adjunctive therapy based on their role in its pathogenesis. Therefore, some diets can prevent or decelerate dementia by altering the gut microbiota composition. Moreover, probiotics can modulate gut microbiota composition by increasing beneficial bacteria and reducing detrimental species. These therapeutic modalities are considered novel methods that are probably safe and effective. They can enhance the efficacy of traditional medications and improve cognitive function.

最近,研究人员对肠道微生物群组成与各种神经心理疾病之间的潜在联系感兴趣。痴呆症显著影响家庭的社会经济状况。肠道菌群被认为是其发病的一个可能因素。肠道菌群可以产生多种细菌代谢物,如短链脂肪酸、脂多糖和各种神经递质,这些代谢产物与痴呆的发生和发展有关。各种细菌种类,如短双歧杆菌、嗜粘杆菌、嗜热链球菌、大肠杆菌、嗜氢蓝藻等都与痴呆的发病机制有关。肠道微生物群可以作为模仿或抑制其代谢物作为辅助治疗的重要靶点,基于它们在其发病机制中的作用。因此,一些饮食可以通过改变肠道菌群组成来预防或减缓痴呆症。此外,益生菌可以通过增加有益菌和减少有害菌来调节肠道菌群的组成。这些治疗方式被认为是可能安全有效的新方法。它们可以增强传统药物的疗效,改善认知功能。
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引用次数: 0
The neuroprotective effects of cholecystokinin in the brain: antioxidant, anti-inflammatory, cognition, and synaptic plasticity. 胆囊收缩素在大脑中的神经保护作用:抗氧化、抗炎、认知和突触可塑性。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-01-21 Print Date: 2025-06-26 DOI: 10.1515/revneuro-2024-0142
Hailiang Cui, Zhonghua Li, Hongyu Sun, Wanlin Zhao, He Ma, Li Hao, Zhenqiang Zhang, Christian Hölscher, Dongrui Ma, Zijuan Zhang

Cholecystokinin (CCK) is a major neuropeptide in the brain that functions as a neurotransmitter, hormone, and growth factor. The peptide and its receptors are widely expressed in the brain. CCK signaling modulates synaptic plasticity and can improve or impair memory formation, depending on the brain areas studies and the receptor subtype activated. Studies have shown in a series of animal models of neurodegenerative diseases that CCK receptor agonists show neuroprotective effects and can effectively alleviate oxidative stress, alleviate chronic inflammation of the central nervous system, improve neuronal synaptic plasticity, prevent neuronal loss, and improve cognitive dysfunction in Alzheimer's disease (AD) model mice and motor activity in animal models of Parkinson's disease. In addition, CCK plays important roles in the amygdala to regulate anxiety and depressive states. Activation of interneurons or inhibition of excitatory neurons can improve anxiety levels. This review summarizes the effects on memory formation and synaptic plasticity, the neuroprotective effects of cholecystokinin and its analogs in neurological diseases such as Alzheimer and Parkinson's disease, and the effects on anxiety and neuronal activity in the amygdala.

胆囊收缩素(CCK)是大脑中一种主要的神经肽,具有神经递质、激素和生长因子的功能。这种肽及其受体在大脑中广泛表达。CCK信号调节突触可塑性,可以改善或损害记忆的形成,这取决于大脑区域的研究和激活的受体亚型。一系列神经退行性疾病动物模型研究表明,CCK受体激动剂具有神经保护作用,可有效缓解氧化应激,减轻中枢神经系统慢性炎症,改善神经元突触可塑性,预防神经元丢失,改善阿尔茨海默病(AD)模型小鼠认知功能障碍和帕金森病动物模型运动活性。此外,CCK在杏仁核中发挥重要作用,调节焦虑和抑郁状态。中间神经元的激活或兴奋性神经元的抑制可以改善焦虑水平。本文综述了胆囊收缩素及其类似物对记忆形成和突触可塑性的影响,在阿尔茨海默病和帕金森病等神经系统疾病中的神经保护作用,以及对焦虑和杏仁核神经元活动的影响。
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引用次数: 0
Recognition and classification of facial expression using artificial intelligence as a key of early detection in neurological disorders. 使用人工智能识别和分类面部表情是早期发现神经系统疾病的关键。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-01-21 Print Date: 2025-07-28 DOI: 10.1515/revneuro-2024-0125
Nooshin Goudarzi, Zahra Taheri, Amir Mohammad Nezhad Salari, Kimia Kazemzadeh, Abbas Tafakhori

The recognition and classification of facial expressions using artificial intelligence (AI) presents a promising avenue for early detection and monitoring of neurodegenerative disorders. This narrative review critically examines the current state of AI-driven facial expression analysis in the context of neurodegenerative diseases, such as Alzheimer's and Parkinson's. We discuss the potential of AI techniques, including deep learning and computer vision, to accurately interpret and categorize subtle changes in facial expressions associated with these pathological conditions. Furthermore, we explore the role of facial expression recognition as a noninvasive, cost-effective tool for screening, disease progression tracking, and personalized intervention in neurodegenerative disorders. The review also addresses the challenges, ethical considerations, and future prospects of integrating AI-based facial expression analysis into clinical practice for early intervention and improved quality of life for individuals at risk of or affected by neurodegenerative diseases.

利用人工智能(AI)对面部表情进行识别和分类,为神经退行性疾病的早期检测和监测提供了一条有前途的途径。这篇叙述性综述批判性地审视了人工智能驱动的面部表情分析在神经退行性疾病(如阿尔茨海默病和帕金森病)背景下的现状。我们讨论了人工智能技术的潜力,包括深度学习和计算机视觉,以准确地解释和分类与这些病理条件相关的面部表情的细微变化。此外,我们还探讨了面部表情识别作为一种无创、成本效益高的工具,在神经退行性疾病的筛查、疾病进展跟踪和个性化干预方面的作用。该综述还讨论了将基于人工智能的面部表情分析整合到临床实践中的挑战、伦理考虑和未来前景,以早期干预和改善有神经退行性疾病风险或受其影响的个体的生活质量。
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引用次数: 0
期刊
Reviews in the Neurosciences
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