Visual knowledge mapping analysis of Ginkgo biloba preparations for improving cognitive function based on Web of Science

WANG Dandan

Shanghai Medical & Pharmaceutical Journal ›› 2024, Vol. 45 ›› Issue (23) : 86-91.

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Shanghai Medical & Pharmaceutical Journal ›› 2024, Vol. 45 ›› Issue (23) : 86-91.
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Visual knowledge mapping analysis of Ginkgo biloba preparations for improving cognitive function based on Web of Science

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Abstract

Objective: To analyze the current research status and development trend for Ginkgo biloba preparations to improve cognitive function at home and abroad and provide reference for researchers. Methods: Based on the Web of Science core database, the English literature on the improvement of cognitive function by Ginkgo biloba preparations from 2004 to 2023 were collected and analyzed by the R Studio bibliometrix package and the Citespace software with visualization. Results: A total of 808 articles were included in this analysis. The countries with the largest number of publications were the United States, China, and Germany in turns. The author with the most posts was Dekosky ST (35 articles). The highly cited articles were totally cited 1 154 times. The hot keywords in recent years were “neurodegenerative diseases” and “neuroinflammation”. Conclusion: The research on the improvement of cognitive function by Ginkgo biloba preparations is rapidly growing, and the neuroinflammation may be one of the hotspots.

Key words

Ginkgo biloba preparations / cognitive function / visualization / knowledge map

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WANG Dandan. Visual knowledge mapping analysis of Ginkgo biloba preparations for improving cognitive function based on Web of Science[J]. Shanghai Medical & Pharmaceutical Journal, 2024, 45(23): 86-91
随着全球人口老龄化问题的加剧,认知功能障碍尤其是阿尔茨海默病和其他形式的痴呆症已成为社会和医疗系统面临的重大挑战[1]。近年来,银杏制剂因其潜在的认知功能改善效果引起国内外学术界和工业界的广泛关注。银杏(Ginkgo biloba)作为一种传统的草药,在中医临床已有数千年的应用历史,现代研究表明其提取物具有抗氧化、抗炎和神经保护等多种药理作用[2-4]。越来越多的研究表明,银杏在改善认知障碍、延缓神经退行性疾病的进展以及提高记忆力和认知功能方面具有显著的潜力[5-7]。但是目前关于银杏制剂在改善认知功能方面的研究状况尚未有系统性的梳理分析。本文基于可视化分析技术,对银杏制剂改善认知功能研究的现状及发展趋势进行系统研究,旨在揭示该领域的研究热点、发展动态及未来的研究方向,为科研人员提供数据支持,也为临床实践提供理论依据,进一步推动银杏制剂在认知障碍治疗中的应用研究。

1 方法

1.1 检索策略

在Web of Science核心数据库中以“ginkgo or Ginkgo biloba extract or Ginkgo biloba leaves or ginkgolides or ginkgo flavonoids (Topic) and Alzheimer’s disease or dementia (Topic)”为检索词进行检索,文献类型选择“article”或“review article”,语言选择“English”,时间范围选择“2004—2023”。数据于2024年5月20日完成下载。

1.2 数据分析及可视化

使用R Studio(2023.12.1+402)bibliometrix包对年度发文趋势、文献被引量、关键词频次及主题趋势进行统计分析与可视化呈现;使用bibliometric在线平台(https://bibliometric.com/)对发文国家进行分析及可视化;使用Vosviewer软件对发文机构进行统计分析;使用Citespace 6.1.6软件对关键词进行聚类分析。

2 结果与分析

最终得到文献816篇,其中研究类文献505篇,综述类文献311篇。将文献数据导入R Studio后用“语言:English”和“发表时间:2004—2023”进行再次过滤,最终纳入808篇文献。

2.1 发文量分析

2.1.1 年度发文量趋势

在过去20年间发文量整体呈上升趋势(图1),具体可分为3个阶段。第一阶段(2004—2009年):文献数量相对较少且波动明显。第二阶段(2010—2020年):文献数量逐渐增加并趋于稳定,每年文献数量大致在40到48篇之间,整体平均年发文量为42篇,2010年和2012年是高峰期,每年各有48篇文献。第三阶段(2021—2023年):文献数量显著增加。2020年达到46篇,2021年急剧增加到69篇,2022年和2023年分别有61篇和62篇,平均年发文量为64篇。
图1 2004—2023年度发文数量统计

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2.1.2 作者发文量分析

本文研究的808篇文献中共含3 526名作者,对作者发文量进行排名统计,结果显示,发文量排名前10的作者有:Dekosky ST(35篇)、Lopez OL(27篇)、Fitzpatrick AL(23篇)、Kuller LH(19篇)、Snitz BE(17篇)、Ihl R(15篇)、Hoerr R(14篇)、Carlson MC(13篇)、Williamson JD(12篇)、Andrieu S(10篇)。

2.1.3 国家发文量分析

利用bibliometric在线平台对各国家发文量及合作关系进行分析,得到国家合作网络图(图2)。国家对应图形面积代表发文量,国家间连线代表有合作关系,连线的粗细反应了合作强度。发文量排名前3的国家为:美国(213篇)、中国(184篇)、德国(95篇)。在合作网络中,美国、中国、澳大利亚、印度4国之间合作密切且影响较大。
图2 国家合作网络图

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2.1.4 发文量分析

利用Vosviewer软件对机构发文量及合作关系进行统计分析及可视化,得到机构合作网络图(图3)。节点大小代表机构发文量,节点越大发文数量越多。节点的颜色代表不同的合作团体,相同颜色的机构间合作比较密切。发文量排名前3的机构为:Univ Pittsburgh、Univ Washington、Univ Florida。
图3 机构合作网络图

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2.2 文献被引分析

文献的被引次数代表其在学术界的影响力,对其排名前10的文章进行统计显示(表1),被引次数最多的是由Dubois等[8]发表的综述性文章“Preclinical Alzheimer’s disease: definition, natural history, and diagnostic criteria”。
表1 被引次数排名前10的文章
被引文献(第一作者,发表年份) 总引用数 年均引用数 标准引用数
Dubois B, 2016[8] 1 154 128.22 17.25
McCarney R, 2007[9] 1 068 59.33 9.15
Vauzour D, 2010[10] 549 36.6 7.36
Ramassamy C, 2006[11] 527 27.74 5.94
Smith DG, 2007[12] 497 27.61 4.26
Dekosky ST, 2008[7] 454 26.71 7.68
Huang LK, 2020[13] 407 81.4 15.19
Hort J, 2010[44] 361 24.07 4.84
Viña J, 2010[15] 313 20.87 4.19
Wu YJ, 2006[16] 299 15.74 3.37

2.3 关键词分析

2.3.1 关键词频次分析

对关键词出现频次进行统计分析, Alzheimer’s disease 是出现次数最多的关键词,共出现了313次。其他高频关键词有:dementia(165次)、Ginkgo biloba(142次)、cognitive impairment(55次)、cognitive function(52次)、oxidative stress(52次)、egb 761(40次)、neuroprotection(31次)、Ginkgo biloba extract(29次)、memory(26次)、antioxidant(19次)、herbal medicine(19次)。从高频关键词中可以看出,关于银杏改善认知功能的机制研究主要集中在抗氧化及神经炎症改善方面。

2.3.2 关键词聚类分析

利用Citespace软件对关键词进行聚类分析(图4),结果显示,共得到16个聚类,聚类名称为该聚类组里的代表性关键词。16个聚类可进一步总结归位3类:①药物开发;②药理研究;③疾病研究(表2)。
图4 关键词聚类可视化

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表2 关键词聚类组归类
归类 聚类组
药物开发 #0 Ginkgo biloba extract、#8 biflavonoids、#12 traditional Chinese medicine、#14 herbal medicine
药理研究 #1 transgenic mice、#2 clinical trials、#4 systems pharmacology、#5 cytokine induction、#6 acetylcholinesterase inhibitors、#9 nerve growth factor、#13 oxidative stress、#16 adverse drug reaction
疾病研究 #3 dementia、#7 Alzheimer’s disease therapy、#10 Parkinsons disease、#11 older adults、#15 global prevention effort
注:#后的数字及关键词分别表示该聚类的序号及代表性关键词。

2.3.3 关键词趋势分析

图5纵轴列出了不同的研究主题或关键词。气泡的大小表示该主题在特定年份中的出现频率。气泡越大,表示出现频率越高。每个主题的水平线表示该主题在不同年份中的出现情况,贯穿多个年份的水平线表明该主题在这些年份中都有出现。关键词“ginkgolides”出现时间早且研究热度持续时间长。在中期“oxidative stress”和“neuroprotection”成为研究热点。近年来“neurodegenerative diseases”和“neuroinflammation”成为热点关键词。
图5 关键词趋势分析图

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3 讨论

年度发文量分析表明,随着时间的推移,学术界对银杏制剂在认知功能改善方面潜在作用的关注度逐渐增加,尤其在2020年后显著上升。“aging”“cognitive function”等高频关键词反映了该领域研究热度的上升可能与全球范围内对抗衰老和认知健康的关注度提高有关。衰老是认知障碍的主要危险因素,尤其是阿尔茨海默病和其他类型的痴呆症。随着年龄增长,大脑中神经元逐渐减少,脑组织发生萎缩,同时神经炎症和氧化应激水平增加,这些生理变化共同导致认知功能的下降[17-19]。通过理解衰老对认知障碍的影响,个体和社会可以采取健康生活方式、早期检测和适当治疗等预防和干预措施,以减缓认知障碍的发生和发展[20-22]。氧化应激是指体内自由基与抗氧化剂之间失衡,导致细胞损伤和功能障碍的状态[23]。老年人尤其容易受到氧化应激的影响,从而导致认知功能的下降[24]。银杏提取物含有丰富的黄酮类化合物和萜类内酯,这些成分具有抗氧化特性,可有效中和自由基,减少氧化应激引起的神经元损伤[25-26]。银杏对神经炎症的改善作用也是当前的研究热点。神经炎症是指中枢神经系统中的炎症反应,它在许多神经退行性疾病(如阿尔茨海默病、帕金森病和多发性硬化)中扮演着重要角色[27]。持续的神经炎症会导致神经元损伤和死亡,从而加速认知功能的下降[28]。银杏提取物可以抑制关键炎症介质(如TNF-α、IL-1β和IL-6)的产生和释放,通过减少这些炎症因子的水平来减轻神经炎症反应[29]。小胶质细胞是中枢神经系统中的主要免疫细胞,它们在神经炎症过程中被激活并释放炎症介质[30]。研究表明,银杏提取物能够调节小胶质细胞的活性,抑制其过度激活,从而减少炎症反应[31]。神经炎症往往伴随着血脑屏障的破坏,这会导致更多炎症因子进入大脑,加剧神经损伤[32]。研究证明银杏提取物具有保护血脑屏障完整性,防止炎症因子渗透的作用,这使得银杏成为一种有潜力的天然抗炎药物,对于神经退行性疾病的预防和治疗具有重要意义[33]。记忆力衰退、学习能力下降是认知功能障碍的主要表现。有研究者通过AD大鼠模型实验发现银杏二萜内酯葡胺能通过激活NR2B相关的CaMKⅡ/ERK/CREB信号通路,增强PSD95、BDNF表达,激活TrkB信号通路而改善学习记忆能力[34]。黄建申等[35]则在临床试验中发现银杏叶提取物可能是通过介导cAMP/PKA/CREB信号通路来改善阿尔茨海默病患者认知功能的。
本研究尚存在一定局限性,所研究数据仅来源于Web of Science核心数据库,未对英语以外的其他语言的文献进行分析,且只收录了近20年的相关文献。由于数据库在日新月异地更新中,这可能导致本研究的代表性不够全面和及时更新欠缺。但本研究的结果在一定程度上对银杏制剂改善认识功能的研究进行了总结和分析,可为未来研究提供参考。

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In 2008 a task force was set up to develop a revision of the European Federation of the Neurological Societies (EFNS) guideline for the diagnosis and management of Alzheimer's disease (AD) and other disorders associated with dementia, published in early 2007. The aim of this revised international guideline was to present a peer-reviewed evidence-based statement for the guidance of practice for clinical neurologists, geriatricians, psychiatrists, and other specialist physicians responsible for the care of patients with AD. Mild cognitive impairment and non-Alzheimer dementias are not included in this guideline.The task force working group reviewed evidence from original research articles, meta-analysis, and systematic reviews, published before May 2009. The evidence was classified and consensus recommendations graded (A, B, or C) according to the EFNS guidance. Where there was a lack of evidence, but clear consensus, good practice points were provided.The recommendations for clinical diagnosis, blood tests, neuropsychology, neuroimaging, electroencephalography, cerebrospinal fluid (CSF) analysis, genetic testing, disclosure of diagnosis, treatment of AD, behavioural and psychological symptoms in dementia, legal issues, counselling and support for caregivers were all revised as compared with the previous EFNS guideline.A number of new recommendations and good practice points are made, namely in CSF, neuropsychology, neuroimaging and reviewing non-evidence based therapies. The assessment, interpretation, and treatment of symptoms, disability, needs, and caregiver stress during the course of AD require the contribution of many different professionals. These professionals should adhere to these guideline to improve the diagnosis and management of AD.© 2010 The Author(s). European Journal of Neurology © 2010 EFNS.
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Viña J, Lloret A. Why women have more Alzheimer’s disease than men: gender and mitochondrial toxicity of amyloid-beta peptide[J]. J Alzheimers Dis, 2010, 20(Suppl 2): S527-S533.
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Wu Y, Wu Z, Butko P, et al. Amyloid-beta-induced pathological behaviors are suppressed by Ginkgo biloba extract EGb 761 and ginkgolides in transgenic Caenorhabditis elegans[J]. J Neurosci, 2006, 26(50): 13102-13113.
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Damoiseaux JS. Effects of aging on functional and structural brain connectivity[J]. Neuroimage, 2017, 160: 32-40.
Over the past decade there has been an enormous rise in the application of functional and structural connectivity approaches to explore the brain's intrinsic organization in healthy and clinical populations. The notion underlying the application of these approaches to study aging is that subtle age-related disruption of the brain's regional integrity and information flow across the brain, are expressed by age-related differences in functional and structural connectivity. In this review I will discus recent advances in our understanding of how age affects our brain's intrinsic organization, and I will share my perspective on potential challenges and future directions of the field.Copyright © 2017 Elsevier Inc. All rights reserved.
[18]
Cortes-Canteli M, Iadecola C. Alzheimer’s disease and vascular aging: JACC focus seminar[J]. J Am Coll Cardiol, 2020, 75(8): 942-951.
Alzheimer's disease, the leading cause of dementia in the elderly, is a neurodegenerative condition characterized by accumulation of amyloid plaques and neurofibrillary tangles in the brain. However, age-related vascular changes accompany or even precede the development of Alzheimer's pathology, raising the possibility that they may have a pathogenic role. This review provides an appraisal of the alterations in cerebral and systemic vasculature, the heart, and hemostasis that occur in Alzheimer's disease and their relationships to cognitive impairment. Although the molecular pathogenesis of these alterations remains to be defined, amyloid-β is a likely contributor in the brain as in the heart. Collectively, the evidence suggests that vascular pathology is a likely pathogenic contributor to age-related dementia, including Alzheimer's disease, inextricably linked to disease onset and progression. Consequently, the contribution of vascular factors should be considered in preventive, diagnostic, and therapeutic approaches to address one of the major health challenges of our time.Copyright © 2020 The Authors. Published by Elsevier Inc. All rights reserved.
[19]
Grande G, Qiu C, Fratiglioni L. Prevention of dementia in an ageing world: evidence and biological rationale[J]. Ageing Res Rev, 2020, 64: 101045.
[20]
Lenze EJ, Voegtle M, Miller JP, et al. Effects of mindfulness training and exercise on cognitive function in older adults: a randomized clinical trial[J]. JAMA, 2022, 328(22): 2218-2229.
Episodic memory and executive function are essential aspects of cognitive functioning that decline with aging. This decline may be ameliorable with lifestyle interventions.To determine whether mindfulness-based stress reduction (MBSR), exercise, or a combination of both improve cognitive function in older adults.This 2 × 2 factorial randomized clinical trial was conducted at 2 US sites (Washington University in St Louis and University of California, San Diego). A total of 585 older adults (aged 65-84 y) with subjective cognitive concerns, but not dementia, were randomized (enrollment from November 19, 2015, to January 23, 2019; final follow-up on March 16, 2020).Participants were randomized to undergo the following interventions: MBSR with a target of 60 minutes daily of meditation (n = 150); exercise with aerobic, strength, and functional components with a target of at least 300 minutes weekly (n = 138); combined MBSR and exercise (n = 144); or a health education control group (n = 153). Interventions lasted 18 months and consisted of group-based classes and home practice.The 2 primary outcomes were composites of episodic memory and executive function (standardized to a mean [SD] of 0 [1]; higher composite scores indicate better cognitive performance) from neuropsychological testing; the primary end point was 6 months and the secondary end point was 18 months. There were 5 reported secondary outcomes: hippocampal volume and dorsolateral prefrontal cortex thickness and surface area from structural magnetic resonance imaging and functional cognitive capacity and self-reported cognitive concerns.Among 585 randomized participants (mean age, 71.5 years; 424 [72.5%] women), 568 (97.1%) completed 6 months in the trial and 475 (81.2%) completed 18 months. At 6 months, there was no significant effect of mindfulness training or exercise on episodic memory (MBSR vs no MBSR: 0.44 vs 0.48; mean difference, -0.04 points [95% CI, -0.15 to 0.07]; P = .50; exercise vs no exercise: 0.49 vs 0.42; difference, 0.07 [95% CI, -0.04 to 0.17]; P = .23) or executive function (MBSR vs no MBSR: 0.39 vs 0.31; mean difference, 0.08 points [95% CI, -0.02 to 0.19]; P = .12; exercise vs no exercise: 0.39 vs 0.32; difference, 0.07 [95% CI, -0.03 to 0.18]; P = .17) and there were no intervention effects at the secondary end point of 18 months. There was no significant interaction between mindfulness training and exercise (P = .93 for memory and P = .29 for executive function) at 6 months. Of the 5 prespecified secondary outcomes, none showed a significant improvement with either intervention compared with those not receiving the intervention.Among older adults with subjective cognitive concerns, mindfulness training, exercise, or both did not result in significant differences in improvement in episodic memory or executive function at 6 months. The findings do not support the use of these interventions for improving cognition in older adults with subjective cognitive concerns.ClinicalTrials.gov Identifier: NCT02665481.
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Pettigrew C, Soldan A. Defining cognitive reserve and implications for cognitive aging[J]. Curr Neurol Neurosci Rep, 2019, 19(1): 1.
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Muth AK, Park SQ. The impact of dietary macronutrient intake on cognitive function and the brain[J]. Clin Nutr, 2021, 40(6): 3999-4010.
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Rummel NG, Chaiswing L, Bondada S, et al. Chemotherapy-induced cognitive impairment: focus on the intersection of oxidative stress and TNFα[J]. Cell Mol Life Sci, 2021, 78(19/20): 6533-6540.
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Nantachai G, Vasupanrajit A, Tunvirachaisakul C, et al. Oxidative stress and antioxidant defenses in mild cognitive impairment: a systematic review and meta-analysis[J]. Ageing Res Rev, 2022, 79: 101639.
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Di Meo F, Cuciniello R, Margarucci S, et al. Ginkgo biloba prevents oxidative stress-induced apoptosis blocking p53 activation in neuroblastoma cells[J]. Antioxidants (Basel), 2020, 9(4): 279.
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Wang C, Wang B. Ginkgo biloba extract attenuates oxidative stress and apoptosis in mouse cochlear neural stem cells[J]. Phytother Res, 2016, 30(5): 774-780.
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Leng F, Edison P. Neuroinflammation and microglial activation in Alzheimer disease: where do we go from here?[J]. Nat Rev Neurol, 2021, 17(3): 157-172.
Alzheimer disease (AD) is the most common form of neurodegenerative disease, estimated to contribute 60-70% of all cases of dementia worldwide. According to the prevailing amyloid cascade hypothesis, amyloid-β (Aβ) deposition in the brain is the initiating event in AD, although evidence is accumulating that this hypothesis is insufficient to explain many aspects of AD pathogenesis. The discovery of increased levels of inflammatory markers in patients with AD and the identification of AD risk genes associated with innate immune functions suggest that neuroinflammation has a prominent role in the pathogenesis of AD. In this Review, we discuss the interrelationships between neuroinflammation and amyloid and tau pathologies as well as the effect of neuroinflammation on the disease trajectory in AD. We specifically focus on microglia as major players in neuroinflammation and discuss the spatial and temporal variations in microglial phenotypes that are observed under different conditions. We also consider how these cells could be modulated as a therapeutic strategy for AD.
[28]
Lecca D, Jung YJ, Scerba MT, et al. Role of chronic neuroinflammation in neuroplasticity and cognitive function: a hypothesis[J]. Alzheimers dement, 2022, 18(11): 2327-2340.
Evaluating the efficacy of 3,6'-dithioPomalidomide in 5xFAD Alzheimer's disease (AD) mice to test the hypothesis that neuroinflammation is directly involved in the development of synaptic/neuronal loss and cognitive decline.Amyloid-β (Aβ) or tau-focused clinical trials have proved unsuccessful in mitigating AD-associated cognitive impairment. Identification of new drug targets is needed. Neuroinflammation is a therapeutic target in neurodegenerative disorders, and TNF-α a pivotal neuroinflammatory driver.AD-associated chronic neuroinflammation directly drives progressive synaptic/neuronal loss and cognitive decline. Pharmacologically mitigating microglial/astrocyte activation without altering Aβ generation will define the role of neuroinflammation in AD progression.Difficulty of TNF-α-lowering compounds reaching brain, and identification of a therapeutic-time window to preserve the beneficial role of neuroinflammatory processes.Microglia/astroglia are heavily implicated in maintenance of synaptic plasticity/function in healthy brain and are disrupted by Aβ. Mitigation of chronic gliosis can restore synaptic homeostasis/cognitive function.© 2022 The Authors. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association. This article has been contributed to by US Government employees and their work is in the public domain in the USA.
[29]
Kim MS, Bang JH, Lee J, et al. Ginkgo biloba L. extract protects against chronic cerebral hypoperfusion by modulating neuroinflammation and the cholinergic system[J]. Phytomedicine, 2016, 23(12): 1356-1364.
[30]
Woodburn SC, Bollinger JL, Wohleb ES. The semantics of microglia activation: neuroinflammation, homeostasis, and stress[J]. J Neuroinflammation, 2021, 18(1): 258.
[31]
Gargouri B, Carstensen J, Bhatia HS, et al. Anti-neuroinflammatory effects of Ginkgo biloba extract EGb761 in LPS-activated primary microglial cells[J]. Phytomedicine, 2018, 44: 45-55.
Neuroinflammation is a key factor of Alzheimer's disease (AD) and other neurodegenerative conditions. Microglia are the resident mononuclear immune cells of the central nervous system (CNS). They play an essential role in the maintenance of homeostasis and responses to neuroinflammation. Ginkgo biloba extract EGb 761 is one of the most commonly used natural medicines owing to its established efficacy and remarkable biological activities especially in respect to CNS diseases. However, only few studies have addressed the effects and mechanisms of Ginkgo biloba extract in microglia activation.We measured the production of pro-inflammatory mediators and cytokines by ELISA and analyzed gene expressions by qRT-PCR and Western Blot in LPS treated cultured primary rat microglia.The Ginkgo biloba extract EGb 761 significantly inhibited the release of prostaglandin E (PGE) and differentially regulated the levels of pro-inflammatory cytokines. The inhibition of LPS-induced PGE release in primary microglia was partially dependent on reduced protein synthesis of mPGES-1 and the reduction in the activation of cytosolic phospholipase A2 (cPLA2) without altering COX-2 enzymatic activity, inhibitor of kappa B alpha (IkappaBalpha) degradation, and the activation of multiple mitogen activated protein kinases (MAPKs). Altogether, we showed that EGb 761 reduces neuro-inflammatory activation in primary microglial cells by targeting PGE release and cytokines.Ginkgo biloba extract EGb 761 displayed anti-neuroinflammatory activity in LPS-activated primary microglia cells. EGb 761 was able to reduce neuroinflammatory activation by targeting the COX/PGE pathway. This effect might contribute to the established clinical cognitive efficacy in Alzheimer's disease, vascular and mixed dementia.Copyright © 2018 The Authors. Published by Elsevier GmbH.. All rights reserved.
[32]
Brandl S, Reindl M. Blood-brain barrier breakdown in neuroinflammation: current in vitro models[J]. Int J Mol Sci, 2023, 24(16): 12699.
[33]
Li B, Zhang B, Li Z, et al. Ginkgolide C attenuates cerebral ischemia/reperfusion-induced inflammatory impairments by suppressing CD40/NF-κB pathway[J]. J Ethnopharmacol, 2023, 312: 116537.
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王颖, 王强, 蒋珍秀, 等. 银杏二萜内酯葡胺对阿尔茨海默病大鼠学习记忆障碍的改善作用[J]. 中成药, 2023, 45(10): 3438-3441.
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黄建申, 沈英生, 黄金武. 银杏叶提取物对阿尔茨海默病患者认知功能的效果及其对相关因子的影响[J]. 世界中医药, 2016, 11(12): 2630-2633.
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