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A review of the application of three-dimensional convolutional neural networks for the diagnosis of Alzheimer's disease using neuroimaging. 三维卷积神经网络在阿尔茨海默病神经影像学诊断中的应用综述。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-08-28 DOI: 10.1515/revneuro-2022-0122
Xinze Xu, Lan Lin, Shen Sun, Shuicai Wu

Alzheimer's disease (AD) is a degenerative disorder that leads to progressive, irreversible cognitive decline. To obtain an accurate and timely diagnosis and detect AD at an early stage, numerous approaches based on convolutional neural networks (CNNs) using neuroimaging data have been proposed. Because 3D CNNs can extract more spatial discrimination information than 2D CNNs, they have emerged as a promising research direction in the diagnosis of AD. The aim of this article is to present the current state of the art in the diagnosis of AD using 3D CNN models and neuroimaging modalities, focusing on the 3D CNN architectures and classification methods used, and to highlight potential future research topics. To give the reader a better overview of the content mentioned in this review, we briefly introduce the commonly used imaging datasets and the fundamentals of CNN architectures. Then we carefully analyzed the existing studies on AD diagnosis, which are divided into two levels according to their inputs: 3D subject-level CNNs and 3D patch-level CNNs, highlighting their contributions and significance in the field. In addition, this review discusses the key findings and challenges from the studies and highlights the lessons learned as a roadmap for future research. Finally, we summarize the paper by presenting some major findings, identifying open research challenges, and pointing out future research directions.

阿尔茨海默病(AD)是一种退行性疾病,会导致进行性、不可逆转的认知衰退。为了获得准确及时的诊断并在早期发现AD,许多基于卷积神经网络(cnn)的方法利用神经影像学数据被提出。由于3D cnn比2D cnn能够提取更多的空间识别信息,因此在AD的诊断中成为一个很有前途的研究方向。本文的目的是介绍目前使用3D CNN模型和神经成像方式诊断AD的最新技术,重点介绍3D CNN架构和使用的分类方法,并强调潜在的未来研究课题。为了让读者更好地了解本综述中提到的内容,我们简要介绍常用的成像数据集和CNN架构的基础知识。然后,我们仔细分析了现有的AD诊断研究,根据其输入将其分为两个层次:3D主题级cnn和3D斑块级cnn,突出了他们在该领域的贡献和意义。此外,本文还讨论了这些研究的主要发现和挑战,并强调了从中吸取的经验教训,作为未来研究的路线图。最后,我们对全文进行了总结,提出了一些主要发现,指出了开放的研究挑战,并指出未来的研究方向。
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引用次数: 6
Microbiota-gut-brain axis and related therapeutics in Alzheimer's disease: prospects for multitherapy and inflammation control. 阿尔茨海默病的微生物-肠-脑轴和相关治疗:综合治疗和炎症控制的前景。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-08-28 DOI: 10.1515/revneuro-2023-0006
Jiahao Li, Feng Zhang, Li Zhao, Chunbo Dong

Alzheimer's disease (AD) is the most common type of dementia in the elderly and causes neurodegeneration, leading to memory loss, behavioral disorder, and psychiatric impairment. One potential mechanism contributing to the pathogenesis of AD may be the imbalance in gut microbiota, local and systemic inflammation, and dysregulation of the microbiota-gut-brain axis (MGBA). Most of the AD drugs approved for clinical use today are symptomatic treatments that do not improve AD pathologic changes. As a result, researchers are exploring novel therapeutic modalities. Treatments involving the MGBA include antibiotics, probiotics, transplantation of fecal microbiota, botanical products, and others. However, single-treatment modalities are not as effective as expected, and a combination therapy is gaining momentum. The purpose of this review is to summarize recent advances in MGBA-related pathological mechanisms and treatment modalities in AD and to propose a new concept of combination therapy. "MGBA-based multitherapy" is an emerging view of treatment in which classic symptomatic treatments and MGBA-based therapeutic modalities are used in combination. Donepezil and memantine are two commonly used drugs in AD treatment. On the basis of the single/combined use of these two drugs, two/more additional drugs and treatment modalities that target the MGBA are chosen based on the characteristics of the patient's condition as an adjuvant treatment, as well as the maintenance of good lifestyle habits. "MGBA-based multitherapy" offers new insights for the treatment of cognitive impairment in AD patients and is expected to show good therapeutic results.

阿尔茨海默病(AD)是老年人中最常见的痴呆症类型,会导致神经退行性变,导致记忆丧失、行为障碍和精神障碍。导致AD发病的一个潜在机制可能是肠道微生物群失衡、局部和全身炎症以及微生物-肠-脑轴(MGBA)失调。目前批准用于临床的大多数阿尔茨海默病药物都是对症治疗,不能改善阿尔茨海默病的病理改变。因此,研究人员正在探索新的治疗方式。涉及MGBA的治疗包括抗生素、益生菌、粪便微生物群移植、植物产品等。然而,单一治疗方式并不像预期的那样有效,联合治疗正在获得动力。本文综述了近年来在阿尔茨海默病中与mgba相关的病理机制和治疗方法的研究进展,并提出了联合治疗的新概念。“以mgba为基础的综合治疗”是一种新兴的治疗观点,其中经典对症治疗和以mgba为基础的治疗方式相结合。多奈哌齐和美金刚是治疗AD常用的两种药物。在这两种药物单独/联合使用的基础上,根据患者的病情特点,选择针对MGBA的另外两种/多种药物和治疗方式作为辅助治疗,同时保持良好的生活习惯。“基于mgba的综合治疗”为AD患者认知功能障碍的治疗提供了新的见解,有望取得良好的治疗效果。
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引用次数: 0
Current advances in stem cell therapy in the treatment of multiple sclerosis. 干细胞治疗多发性硬化的最新进展。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-08-28 DOI: 10.1515/revneuro-2022-0102
Parnian Zolfaghari Baghbadorani, Amirmasoud Rayati Damavandi, Samira Moradi, Meysam Ahmadi, Peyman Bemani, Hamid Aria, Hossein Mottedayyen, Amirhossein Rayati Damavandi, Nahid Eskandari, Farshid Fathi

Multiple sclerosis (MS) is an inflammatory disease related to the central nervous system (CNS) with a significant global burden. In this illness, the immune system plays an essential role in its pathophysiology and progression. The currently available treatments are not recognized as curable options and, at best, might slow the progression of MS injuries to the CNS. However, stem cell treatment has provided a new avenue for treating MS. Stem cells may enhance CNS healing and regulate immunological responses. Likewise, stem cells can come from various sources, including adipose, neuronal, bone marrow, and embryonic tissues. Choosing the optimal cell source for stem cell therapy is still a difficult verdict. A type of stem cell known as mesenchymal stem cells (MSCs) is obtainable from different sources and has a strong immunomodulatory impact on the immune system. According to mounting data, the umbilical cord and adipose tissue may serve as appropriate sources for the isolation of MSCs. Human amniotic epithelial cells (hAECs), as novel stem cell sources with immune-regulatory effects, regenerative properties, and decreased antigenicity, can also be thought of as a new upcoming contender for MS treatment. Overall, the administration of stem cells in different sets of animal and clinical trials has shown immunomodulatory and neuroprotective results. Therefore, this review aims to discuss the different types of stem cells by focusing on MSCs and their mechanisms, which can be used to treat and improve the outcomes of MS disease.

多发性硬化症(MS)是一种与中枢神经系统(CNS)相关的炎症性疾病,具有重大的全球负担。在这种疾病中,免疫系统在其病理生理和进展中起着至关重要的作用。目前可用的治疗方法不被认为是可治愈的选择,充其量只能减缓多发性硬化症对中枢神经系统损伤的进展。然而,干细胞治疗为治疗多发性硬化症提供了新的途径。干细胞可以促进中枢神经系统的愈合和调节免疫反应。同样,干细胞可以来自多种来源,包括脂肪、神经元、骨髓和胚胎组织。选择干细胞治疗的最佳细胞来源仍然是一个困难的判断。一种被称为间充质干细胞(MSCs)的干细胞可以从不同的来源获得,并对免疫系统具有很强的免疫调节作用。根据越来越多的数据,脐带和脂肪组织可作为分离间充质干细胞的合适来源。人羊膜上皮细胞(hAECs)作为一种具有免疫调节作用、再生特性和抗原性降低的新型干细胞来源,也被认为是即将出现的MS治疗的新竞争者。总的来说,在不同的动物和临床试验中,干细胞的施用显示出免疫调节和神经保护的结果。因此,本文旨在探讨不同类型的干细胞,重点关注MSCs及其机制,以用于治疗和改善多发性硬化症的预后。
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引用次数: 0
A systematic review of the effects of transcranial photobiomodulation on brain activity in humans. 经颅光生物调节对人类大脑活动影响的系统综述。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-08-28 DOI: 10.1515/revneuro-2023-0003
Marjorie Dole, Vincent Auboiroux, Lilia Langar, John Mitrofanis

In recent years, transcranial photobiomodulation (tPBM) has been developing as a promising method to protect and repair brain tissues against damages. The aim of our systematic review is to examine the results available in the literature concerning the efficacy of tPBM in changing brain activity in humans, either in healthy individuals, or in patients with neurological diseases. Four databases were screened for references containing terms encompassing photobiomodulation, brain activity, brain imaging, and human. We also analysed the quality of the included studies using validated tools. Results in healthy subjects showed that even after a single session, tPBM can be effective in influencing brain activity. In particular, the different transcranial approaches - using a focal stimulation or helmet for global brain stimulation - seemed to act at both the vascular level by increasing regional cerebral blood flow (rCBF) and at the neural level by changing the activity of the neurons. In addition, studies also showed that even a focal stimulation was sufficient to induce a global change in functional connectivity across brain networks. Results in patients with neurological disease were sparser; nevertheless, they indicated that tPBM could improve rCBF and functional connectivity in several regions. Our systematic review also highlighted the heterogeneity in the methods and results generated, together with the need for more randomised controlled trials in patients with neurological diseases. In summary, tPBM could be a promising method to act on brain function, but more consistency is needed in order appreciate fully the underlying mechanisms and the precise outcomes.

近年来,经颅光生物调节(tPBM)作为一种很有前途的保护和修复脑组织损伤的方法得到了发展。我们系统回顾的目的是检查文献中关于tPBM在改变人类大脑活动方面的有效性的结果,无论是在健康个体还是神经系统疾病患者中。筛选了四个数据库中包含光生物调节、脑活动、脑成像和人类等术语的参考文献。我们还使用经过验证的工具分析了纳入研究的质量。对健康受试者的研究结果表明,即使在一次治疗后,tPBM也能有效地影响大脑活动。特别是,不同的经颅方法——使用局部刺激或头盔进行全脑刺激——似乎在血管水平上通过增加区域脑血流量(rCBF)而在神经水平上通过改变神经元的活动而起作用。此外,研究还表明,即使是局部刺激也足以引起大脑网络功能连接的全球变化。结果神经系统疾病患者较少;然而,他们指出tPBM可以改善rCBF和几个区域的功能连通性。我们的系统综述还强调了方法和结果的异质性,以及对神经系统疾病患者进行更多随机对照试验的需求。总之,tPBM可能是一种很有前途的作用于大脑功能的方法,但为了充分了解潜在的机制和精确的结果,需要更多的一致性。
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引用次数: 3
Targeting NMDA receptor signaling for therapeutic intervention in brain disorders. 靶向NMDA受体信号对脑部疾病的治疗干预。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-08-28 DOI: 10.1515/revneuro-2022-0096
He Chen, Yuanping Dong, Yun Wu, Feng Yi

N-Methyl-d-aspartate (NMDA) receptor hyperfunction plays a key role in the pathological processes of depression and neurodegenerative diseases, whereas NMDA receptor hypofunction is implicated in schizophrenia. Considerable efforts have been made to target NMDA receptor function for the therapeutic intervention in those brain disorders. In this mini-review, we first discuss ion flux-dependent NMDA receptor signaling and ion flux-independent NMDA receptor signaling that result from structural rearrangement upon binding of endogenous agonists. Then, we review current strategies for exploring druggable targets of the NMDA receptor signaling and promising future directions, which are poised to result in new therapeutic agents for several brain disorders.

n -甲基-d-天冬氨酸(NMDA)受体功能亢进在抑郁症和神经退行性疾病的病理过程中起关键作用,而NMDA受体功能低下与精神分裂症有关。针对NMDA受体功能的治疗干预已经取得了相当大的进展。在这篇综述中,我们首先讨论了内源性激动剂结合后结构重排导致的离子通量依赖性NMDA受体信号传导和离子通量非依赖性NMDA受体信号传导。然后,我们回顾了目前探索NMDA受体信号的可药物靶点的策略和有希望的未来方向,这些靶点有望为几种脑部疾病带来新的治疗药物。
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引用次数: 1
Fine-tuning the circadian system with light treatment for Parkinson's disease: an in-depth, critical review. 用光治疗微调帕金森病的昼夜节律系统:一篇深入的评论文章。
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-08-23 Print Date: 2024-01-29 DOI: 10.1515/revneuro-2023-0026
Gregory L Willis, Stuart M Armstrong

Late in the twentieth century, interest intensified regarding the involvement of the circadian system in the aetiology and treatment of Parkinson's disease (PD). It has been envisaged that this approach might provide relief beyond the limited benefits and severe side effects achieved by dopamine (DA) replacement. In the first clinical article, published in 1996, polychromatic light was used to shift the circadian clock as it is considered to be the most powerful zeitgeber (time keeper) that can be implemented to realign circadian phase. Since that time, 11 additional articles have implemented light treatment (LT) in various forms as an adjuvant to DA replacement. In spite of the growing interest in this area, the systematic exploration of LT in PD has been stymied by several methodological factors. Such factors include time of LT presentation, duration of studies undertaken, frequency of light employed, dose of light prescribed and relevance of experimental design to the prolonged course of the illness. On this basis, it is the purpose of this review to provide an in-depth examination of these papers, and the underlying preclinical work, to provide critique, thereby giving direction for future studies in therapeutic applications of LT for PD. Consideration of this collective work may serve to carve a path for future research and thereby improve the lives of those suffering from this debilitating disorder.

二十世纪末,人们对昼夜节律系统参与帕金森病(PD)的病因学研究和治疗的兴趣日益浓厚。人们设想,这种方法可能会缓解多巴胺(DA)替代物带来的有限益处和严重副作用。在 1996 年发表的第一篇临床文章中,多色光被用于改变昼夜节律时钟,因为它被认为是可以用来重新调整昼夜节律相位的最强大的时间记录器(zeitgeber)。从那时起,又有 11 篇文章采用了不同形式的光照疗法(LT)作为昼夜节律替换的辅助手段。尽管人们对这一领域的兴趣与日俱增,但对昼夜节律紊乱症进行的系统性探索却受到了一些方法论因素的阻碍。这些因素包括LT出现的时间、进行研究的持续时间、使用光照的频率、规定的光照剂量以及实验设计与病程延长的相关性。在此基础上,本综述的目的是对这些论文以及相关的临床前工作进行深入研究,并提出批评意见,从而为今后应用LT治疗帕金森病的研究指明方向。对这些集体研究成果的审议可能会为未来的研究开辟一条道路,从而改善这种使人衰弱的疾病患者的生活。
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引用次数: 0
Peripheral inflammation is a potential etiological factor in Alzheimer's disease. 外周炎症是阿尔茨海默病的潜在致病因素。
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-08-21 Print Date: 2024-01-29 DOI: 10.1515/revneuro-2023-0049
Ziyuan Li, Hui Wang, Yafu Yin

Peripheral inflammation could constitute a risk factor for AD. This review summarizes the research related to peripheral inflammation that appears to have a relationship with Alzheimer's disease. We find there are significant associations between AD and peripheral infection induced by various pathogens, including herpes simplex virus type 1, cytomegalovirus, Epstein-Barr virus, human immunodeficiency virus, severe acute respiratory syndrome coronavirus 2, Porphyromonas gingivalis, Helicobacter pylori, and Toxoplasma gondii. Chronic inflammatory diseases are also reported to contribute to the pathophysiology of AD. The mechanisms by which peripheral inflammation affects the pathophysiology of AD are complex. Pathogen-derived neurotoxic molecule composition, disrupted BBB, and dysfunctional neurogenesis may all play a role in peripheral inflammation, promoting the development of AD. Anti-pathogenic medications and anti-inflammatory treatments are reported to decrease the risk of AD. Studies that could improve understanding the associations between AD and peripheral inflammation are needed. If our assumption is correct, early intervention against inflammation may be a potential method of preventing and treating AD.

外周炎症可能是阿尔茨海默病的一个危险因素。本综述总结了似乎与阿尔茨海默病有关的外周炎症的相关研究。我们发现,阿兹海默症与各种病原体诱发的外周感染有明显的关联,这些病原体包括 1 型单纯疱疹病毒、巨细胞病毒、Epstein-Barr 病毒、人类免疫缺陷病毒、严重急性呼吸系统综合征冠状病毒 2、牙龈卟啉单胞菌、幽门螺杆菌和弓形虫。据报道,慢性炎症性疾病也是导致注意力缺失症的病理生理学因素之一。外周炎症影响 AD 病理生理学的机制十分复杂。病原体衍生的神经毒性分子成分、被破坏的 BBB 和功能失调的神经发生都可能在外周炎症中发挥作用,促进 AD 的发展。据报道,抗病原药物和抗炎治疗可降低 AD 的发病风险。我们需要开展研究,以更好地了解注意力缺失症与外周炎症之间的关联。如果我们的假设是正确的,对炎症的早期干预可能是预防和治疗注意力缺失症的一种潜在方法。
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引用次数: 0
Pathogenesis underlying hexanucleotide repeat expansions in C9orf72 gene in amyotrophic lateral sclerosis. 肌萎缩性脊髓侧索硬化症中 C9orf72 基因六核苷酸重复扩增的发病机制。
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-08-02 Print Date: 2024-01-29 DOI: 10.1515/revneuro-2023-0060
Zhao Zhong Chong, Daniel L Menkes, Nizar Souayah

Amyotrophic lateral sclerosis (ALS) is a rapidly progressive and fatal neurodegenerative disorder. Mutations in C9orf72 and the resulting hexanucleotide repeat (GGGGCC) expansion (HRE) has been identified as a major cause of familial ALS, accounting for about 40 % of familial and 6 % of sporadic cases of ALS in Western patients. The pathological outcomes of HRE expansion in ALS have been recognized as the results of two mechanisms that include both the toxic gain-of-function and loss-of-function of C9ORF72. The gain of toxicity results from RNA and dipeptide repeats (DPRs). The HRE can be bidirectionally transcribed into RNA foci, which can bind to and disrupt RNA splicing, transport, and translation. The DPRs that include poly-glycine-alanine, poly-glycine-proline, poly-glycine- arginine, poly-proline-alanine, and poly-proline-arginine can induce toxicity by direct binding and sequestrating other proteins to interfere rRNA synthesis, ribosome biogenesis, translation, and nucleocytoplasmic transport. The C9ORF72 functions through binding to its partners-Smith-Magenis chromosome regions 8 (SMCR8) and WD repeat-containing protein (WDR41). Loss of C9ORF72 function results in impairment of autophagy, deregulation of autoimmunity, increased stress, and disruption of nucleocytoplasmic transport. Further insight into the mechanism in C9ORF72 HRE pathogenesis will facilitate identifying novel and effective therapeutic targets for ALS.

肌萎缩性脊髓侧索硬化症(ALS)是一种进展迅速的致命性神经退行性疾病。C9orf72 基因突变及其导致的六核苷酸重复(GGGGCC)扩增(HRE)已被确定为家族性 ALS 的主要病因,约占西方 ALS 家族病例的 40%,散发性病例的 6%。ALS 中 HRE 扩增的病理结果被认为是两种机制的结果,其中包括 C9ORF72 的毒性增益和功能缺失。毒性增益来自 RNA 和二肽重复序列(DPRs)。HRE 可双向转录为 RNA 病灶,与 RNA 结合并破坏 RNA 的剪接、转运和翻译。包括聚甘氨酸-丙氨酸、聚甘氨酸-脯氨酸、聚甘氨酸-精氨酸、聚脯氨酸-丙氨酸和聚脯氨酸-精氨酸在内的 DPR 可通过直接结合和封闭其他蛋白质来干扰 rRNA 合成、核糖体生物发生、翻译和核细胞质转运,从而诱发毒性。C9ORF72 通过与其伙伴--史密斯-马吉尼斯染色体区域 8(Smith-Magenis chromosome regions 8,SMCR8)和含 WD 重复蛋白(WDR41)结合发挥作用。C9ORF72 功能缺失会导致自噬功能受损、自身免疫失调、应激增加以及核胞质转运紊乱。进一步了解 C9ORF72 HRE 的致病机制将有助于确定新的、有效的 ALS 治疗靶点。
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引用次数: 0
Frontmatter 头版头条
3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-08-01 DOI: 10.1515/revneuro-2023-frontmatter6
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引用次数: 0
Involvement of microglia in chronic neuropathic pain associated with spinal cord injury - a systematic review. 小胶质细胞参与与脊髓损伤相关的慢性神经性疼痛-系统综述。
IF 4.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-07-26 Print Date: 2023-12-15 DOI: 10.1515/revneuro-2023-0031
David Ramos, Célia Duarte Cruz

In recent decade microglia have been found to have a central role in the development of chronic neuropathic pain after injury to the peripheral nervous system. It is widely accepted that peripheral nerve injury triggers microglial activation in the spinal cord, which contributes to heightened pain sensation and eventually chronic pain states. The contribution of microglia to chronic pain arising after injury to the central nervous system, such as spinal cord injury (SCI), has been less studied, but there is evidence supporting microglial contribution to central neuropathic pain. In this systematic review, we focused on post-SCI microglial activation and how it is linked to emergence and maintenance of chronic neuropathic pain arising after SCI. We found that the number of studies using animal SCI models addressing microglial activity is still small, compared with the ones using peripheral nerve injury models. We have collected 20 studies for full inclusion in this review. Many mechanisms and cellular interactions are yet to be fully understood, although several studies report an increase of density and activity of microglia in the spinal cord, both in the vicinity of the injury and in the spared spinal tissue, as well as in the brain. Changes in microglial activity come with several molecular changes, including expression of receptors and activation of signalling pathways. As with peripheral neuropathic pain, microglia seem to be important players and might become a therapeutic target in the future.

近十年来,人们发现小胶质细胞在周围神经系统损伤后慢性神经性疼痛的发展中起着重要作用。人们普遍认为,周围神经损伤会触发脊髓中的小胶质细胞激活,从而导致疼痛感觉增强,最终导致慢性疼痛状态。小胶质细胞对中枢神经系统损伤(如脊髓损伤(SCI))后引起的慢性疼痛的作用研究较少,但有证据支持小胶质细胞对中枢神经性疼痛的作用。在这篇系统综述中,我们重点研究了脊髓损伤后小胶质细胞的激活及其与脊髓损伤后慢性神经性疼痛的发生和维持之间的关系。我们发现,与使用周围神经损伤模型的研究相比,使用动物脊髓损伤模型研究小胶质细胞活性的研究数量仍然较少。我们收集了20项研究纳入本综述。许多机制和细胞相互作用尚未完全了解,尽管一些研究报告了脊髓中小胶质细胞密度和活性的增加,无论是在损伤附近还是在备用脊髓组织中,以及在大脑中。小胶质细胞活动的变化伴随着一些分子变化,包括受体的表达和信号通路的激活。与周围神经性疼痛一样,小胶质细胞似乎是重要的参与者,并可能成为未来的治疗靶点。
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引用次数: 0
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Reviews in the Neurosciences
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