• 文章类型: Journal Article
    缺血性中风(IS)仍然是人类生命最严重的威胁之一。早期血脑屏障损伤(BBB)是实质细胞损伤的原因。修复BBB的结构和功能有益于IS的治疗。传统方剂人参乌头汤(GAD)在治疗心脑血管疾病方面有着悠久的历史,然而,GAD对BBB破坏和潜在机制的影响仍在很大程度上未知.为了解决这些问题,建立脑内皮细胞体外血脑屏障模型(bEnd.3)。我们发现GAD在体外BBB模型中减少了荧光探针FITC-葡聚糖的泄漏(P<0.01),增加了紧密连接蛋白(Claudin-5,ZO-1)的表达(P<0.05)。此外,探讨GAD在体内的BBB保护作用。将25只C57/BL6雄性小鼠(20-22g)随机分为5组(每组5只):(1)假手术组(生理盐水),(2)MCAO组(生理盐水),(3)MCAO+CG组(人参8mg/kg/天),(4)MCAO+AC组(乌头8mg/kg/天),(5)MCAO+GAD组(GAD8mg/kg/天)。我们在小鼠中构建了IS模型,发现GAD治疗减少了IgG的泄漏(P<0.05),上调紧密连接蛋白Claudin-5、Occludin、和ZO-1(P<0.05)。进一步的机制研究表明,血管内皮细胞脂肪酸氧化(FAO)参与脑IS后BBB的保护,和GAD调节FAO(P<0.05)以保护BBB。此外,我们发现GAD的作用强于人参(CG)(P<0.05)和乌头(AC)(P<0.01)。我们得出结论,GAD通过调节IS后涉及血管内皮细胞的FAO来改善BBB功能障碍。同时,该处方比单一中药更有效。
    Ischemic stroke (IS) remains one of the most serious threats to human life. Early blood-brain barrier damage (BBB) is the cause of parenchymal cell damage. Repair of the structure and function of the BBB is beneficial for the treatment of IS. The traditional prescription ginseng aconitum decoction (GAD) has a long history in the treatment of cardiovascular and cerebrovascular diseases, however, the effect of GAD on the BBB disruption and underlying mechanisms remains largely unknown. To address these issues, in vitro models of BBB were established with brain endothelial cells (bEnd.3). We found that GAD reduced the leakage of the fluorescent probe FITC-dextran (P < 0.01) and increased the expression of tight junction proteins (Claudin-5, ZO-1) (P < 0.05) in the BBB model in vitro. Furthermore, to investigate the BBB protective effects of GAD in vivo. A total of 25 male C57/BL6 mice (20-22 g) were randomly divided into 5 groups (n = 5 per group): (1) Sham group (saline), (2) MCAO group (saline), (3) MCAO + CG group (Chinese ginseng 8 mg/kg/day), (4) MCAO + AC group (aconite 8 mg/kg/day), (5) MCAO + GAD group (GAD 8 mg/kg/day).We constructed IS model in mice and found that GAD treatment reduced IgG leakage (P < 0.05), up-regulated the expression of tight junction proteins Claudin-5, Occludin, and ZO-1 (P < 0.05). Further mechanism study showed that fatty acid oxidation (FAO) of vascular endothelial cells is involved in the protection of the BBB after cerebral IS, and GAD regulates FAO (P < 0.05) to protect BBB. In addition, we found the effect of GAD was stronger than that of Chinese ginseng (CG) (P < 0.05) and aconite (AC) (P < 0.01) alone. We concluded that GAD ameliorated the BBB dysfunction by regulating FAO involving vascular endothelial cells after IS. At the same time, the prescription is more effective than single traditional Chinese medicine.
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  • 文章类型: Journal Article
    缺血性卒中(IS)后,继发性损伤与内质网(ER)应激和体脑串扰密切相关。尽管如此,在人类IS中,全身性免疫疾病介导的ER应激的潜在机制仍然未知.在这项研究中,通过重叠MSigDBER应激途径基因和DEGs鉴定了32个候选ER应激相关基因(ERSRGs)。使用LASSO确定了三个关键的ERSRG(ATF6,DDIT3和ERP29),随机森林,和SVM-RFE。使用共识聚类将具有不同ERSRGs特征的IS患者分为两组,并通过GSVA进一步探索两组之间的差异。通过免疫细胞浸润去卷积分析,和大脑中动脉闭塞(MCAO)小鼠scRNA分析,我们发现,3个关键ERSRGs的表达与周围巨噬细胞的ER应激密切相关,这在RT-qPCR实验中得到了进一步证实。这些ERS基因可能有助于通过ER应激进一步准确调节中枢神经系统和全身免疫反应,在IS的临床实践中具有潜在的应用价值。
    After ischemic stroke (IS), secondary injury is intimately linked to endoplasmic reticulum (ER) stress and body-brain crosstalk. Nonetheless, the underlying mechanism systemic immune disorder mediated ER stress in human IS remains unknown. In this study, 32 candidate ER stress-related genes (ERSRGs) were identified by overlapping MSigDB ER stress pathway genes and DEGs. Three Key ERSRGs (ATF6, DDIT3 and ERP29) were identified using LASSO, random forest, and SVM-RFE. IS patients with different ERSRGs profile were clustered into two groups using consensus clustering and the difference between 2 group was further explored by GSVA. Through immune cell infiltration deconvolution analysis, and middle cerebral artery occlusion (MCAO) mouse scRNA analysis, we found that the expression of 3 key ERSRGs were closely related with peripheral macrophage cell ER stress in IS and this was further confirmed by RT-qPCR experiment. These ERS genes might be helpful to further accurately regulate the central nervous system and systemic immune response through ER stress and have potential application value in clinical practice in IS.
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  • 文章类型: Journal Article
    目的:本研究的目的是评估总督血管针刺(GVAc)治疗中风后认知障碍(PSCI)的有效性。
    方法:共检查了7个数据库。四个英语数据库(科克伦图书馆,PubMed,Embase,和Medline)和三个中文数据库(中国国家知识基础设施(CNKI),中国科技期刊数据库(VIP),和万方数据库)包含所有随机对照试验(RCT),将总督血管针灸与其他治疗或无针灸治疗PSCI进行比较。搜索期的确切日期是从2000年1月1日到2023年1月1日。两名研究人员独立回顾了文献,收集的RCT数据,并进行统计分析。使用ReviewManager软件(RevMan)5.3分析所有数据。
    结果:本荟萃分析共包括39项试验,共2044例患者。每个测试组和对照组都有1022名参与者。经过12-120天的针灸治疗,一项荟萃分析显示,治疗组(GVAc与常规治疗组)显着提高了其治疗比率(OR=3.00,95CI=2.37-3.79,P=0.98,I²=0%),蒙特利尔认知评估(MoCA)(MD=1.82,95CI=1.60-2.03,P=0.11,I²=25%),简易精神状态检查(MMSE)(MD=2.18,95CI=1.64-2.72,P<0.005,I²=92%),和日常生活活动能力(ADL)(MD=5.99,95CI=5.33-6.64,P=0.19,I²=26%)。
    结论:结果表明,针刺总督血管穴位可增强中风幸存者的认知功能。
    OBJECTIVE: The purpose of this study was to evaluate the effectiveness of Governor vessel acupuncture (GV Ac) in treating post-stroke cognitive impairment (PSCI).
    METHODS: There was a total of seven databases examined. Four English databases (Cochrane Library, PubMed, Embase, and Medline) and three Chinese databases (Chinese National Knowledge Infrastructure (CNKI), Chinese Science and Technology Periodical Databases (VIP), and Wan Fang Database) contain all randomized controlled trials (RCTs) comparing Governor vessel acupuncture to other treatments or none acupuncture for PSCI. The exact dates for the search period are from January 1, 2000, to January 1, 2023.Two researchers independently reviewed the literature, gathered RCT data, and performed statistical analysis. All data were analyzed using Review Manager software (Rev Man) 5.3.
    RESULTS: This meta-analysis includes a total of 39 trials with 2044 patients. There were 1022 participants in each of the test and control groups. Following 12-120 days of acupuncture treatment, a meta-analysis revealed that the treatment groups (GV Ac combined with conventional treatment groups) significantly increased their scores on the Curative ratio (OR=3.00, 95%CI=2.37-3.79, P=0.98, I²=0%), Montreal Cognitive Assessment (MoCA)(MD=1.82, 95%CI=1.60-2.03, P=0.11, I²=25%), Mini-Mental State Examination (MMSE)(MD=2.18, 95%CI=1.64-2.72, P<0.005, I²=92%), and Activity of Daily Living (ADL)(MD=5.99, 95%CI=5.33-6.64, P=0.19, I²=26%).
    CONCLUSIONS: The results suggested that acupuncture on points of the Governor vessel enhanced cognitive function in stroke survivors.
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  • 文章类型: Journal Article
    背景:运动障碍是中风最常见的并发症之一。针刺疗法(AT)和镜像疗法(MT)是治疗中风后运动障碍的有希望的康复措施。尽管一些研究表明AT和MT对运动障碍是有效和安全的,的影响,由于缺乏强有力的证据,安全性仍然不确定。目的探讨AT联合MT治疗脑卒中后运动障碍的疗效和安全性。
    方法:我们搜索了以下数据库:PubMed,WebofScience,科克伦图书馆,EMBASE,Medline,中国知网,万方,和中国生物医学文献数据库,从开始到2023年1月1日,以确定符合条件的研究。总有效率,Fugl-Meyer评估量表(FMA)上肢和下肢评分,修改后的Barthel指数得分,伯格平衡量表,改良的Ashworth秤,并以不良反应作为结局指标。2名独立评审员使用建议评估开发和评估系统来评估研究中包含的结果指标的证据质量。采用RevManV.5.4软件进行统计分析。
    结果:共纳入24项随机对照研究,包括2133例脑卒中后运动障碍患者。AT联合MT治疗脑卒中后运动障碍的总有效率更有优势(相对危险度=1.31,95%置信区间[CI][1.22-1.42],Z=6.96,P<.0001)。AT联合MT对FMA上肢评分更有利(平均差[MD]=6.67,95%CI[5.21-8.13],Z=8.97,P<.00001)和FMA下肢评分(MD=3.72,95%CI[2.81-4.63],Z=7.98,P<.00001)。Meta分析显示,AT联合MT治疗脑卒中后运动障碍的改良Barthel指数评分更有优势(MD=9.51,95%CI[7.44-11.58],Z=9.01,P<.00001)。
    结论:AT联合MT可有效改善患者的运动功能和日常生活能力。尤其是改善肌肉痉挛.然而,鉴于评估结果的证据质量较低,因此应谨慎对待这些结果。
    BACKGROUND: Dyskinesia is one of the most common complications of stroke. Acupuncture therapy (AT) and mirror therapy (MT) are promising rehabilitation measures for the treatment of post-stroke dyskinesia. Although some studies suggested that AT and MT are effective and safe for dyskinesia, the effects, and safety remain uncertain due to lacking strong evidence. The purpose of this study is to investigate the efficacy and safety of AT combined with MT in the treatment of post-stroke dyskinesia.
    METHODS: We searched the following databases: PubMed, Web of Science, Cochrane Library, EMBASE, Medline, China Knowledge Network, WANFANG, and China Biomedical Literature Database, from inception to 1 January 2023 to identify eligible studies. Total effective rate, the Fugl-Meyer assessment scale (FMA) upper and lower limb scores, modified Barthel index scores, Berg balance scale, modified Ashworth scale, and adverse reactions were adopted as outcome indicators. The Grading of Recommendations Assessment Development and Evaluation system was used by 2 independent reviewers to assess the quality of evidence for the outcome indicators included in the study. The statistical analysis was conducted by RevMan V.5.4 software.
    RESULTS: A total of 24 randomized controlled studies included 2133 patients with post-stroke dyskinesia were included. The total effective rate of AT combined with MT was more advantageous in the treatment of post-stroke dyskinesia (relative risk = 1.31, 95% confidence interval [CI] [1.22-1.42], Z = 6.96, P < .0001). AT combined with MT was more advantageous for FMA upper limb score (mean difference [MD] = 6.67, 95% CI [5.21-8.13], Z = 8.97, P < .00001) and FMA lower limb score (MD = 3.72, 95% CI [2.81-4.63], Z = 7.98, P < .00001). Meta-analysis showed that AT combined with MT for post-stroke dyskinesia had a more advantageous modified Barthel index score (MD = 9.51, 95% CI [7.44-11.58], Z = 9.01, P < .00001).
    CONCLUSIONS: AT combined with MT is effective in improving motor function and daily living ability of patients, especially in improving muscle spasms. However, these results should be regarded with caution given the low quality of evidence for the evaluation results.
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  • 文章类型: Journal Article
    背景:家庭康复是为患者提供服务的一种具有成本效益的手段。这项研究的目的是确定文献中有关家庭神经刺激对中风患者影响的证据。
    方法:我们搜索了PubMED,Embase,WebofScience,Scopus,和CENTRAL使用诸如中风之类的关键词进行有关该主题的随机对照试验,电刺激和经颅直流电刺激。提取了有关参与者特征和感兴趣结果的平均得分的信息。分别采用Cochrane偏倚风险工具和PEDro量表对纳入研究的偏倚风险和方法学质量进行评估。数据采用叙述性和定量综合分析。在定量合成中,Meta分析采用随机效应模型分析。
    结果:结果表明,基于家庭的神经刺激在改善上肢肌肉力量方面优于对照(SMD=0.72,95%CI=0.08至1.32,p=0.03),干预后的功能活动度(SMD=-0.39,95%CI=-0.65至0.14,p=0.003)和步行耐力(SMD=0.33,95%CI=0.08至0.59,p=0.01);上肢运动功能(SMD=0.9,95%CI=0.10至1.70,p=0.03),随访时的功能活动度(SMD=-0.30,95%CI=-0.56至-0.05,p=0.02)和步行耐力(SMD=0.33,95%CI=0.08至0.59,p=0.01)。
    结论:基于家庭的神经刺激可用于改善中风后的上肢和下肢功能。
    BACKGROUND: Home-based rehabilitation is a cost-effective means of making services available for patients. The aim of this study is to determine the evidence in the literature on the effects of home-based neurostimulation in patients with stroke.
    METHODS: We searched PubMED, Embase, Web of Science, Scopus, and CENTRAL for randomized controlled trials on the subject matter using keywords such as stroke, electrical stimulation and transcranial direct current stimulation. Information on participants\' characteristics and mean scores on the outcomes of interest were extracted. Risks of bias and methodological quality of the included studies were assessed using Cochrane Risks of bias tool and PEDro scale respectively. The data was analyzed using both narrative and quantitative syntheses. In the quantitative synthesis, meta-analysis was carried out using random effect model analysis.
    RESULTS: The results showed that, home-based neurostimulation is superior to the control at improving upper limb muscle strength (SMD = 0.72, 95% CI = 0.08 to 1.32, p = 0.03), functional mobility (SMD = -0.39, 95% CI = -0.65 to 0.14, p = 0.003) and walking endurance (SMD = 0.33, 95% CI = 0.08 to 0.59, p = 0.01) post intervention; and upper limb motor function (SMD = 0.9, 95% CI = 0.10 to 1.70, p = 0.03), functional mobility (SMD = -0.30, 95% CI = -0.56 to -0.05, p = 0.02) and walking endurance (SMD = 0.33, 95% CI = 0.08 to 0.59, p = 0.01) at follow-up.
    CONCLUSIONS: Home-based neurostimulation can be used to improve upper and lower limb function after stroke.
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  • 文章类型: Journal Article
    通过全基因组关联研究,组蛋白脱乙酰酶9(HDAC9)与缺血性中风有关。我们使用缺血性中风(大脑中动脉阻塞后再灌注)的小鼠模型进行了一系列实验,以检查HDAC9的潜在作用。简而言之,HDAC9在半影中上调。从神经元中删除HDAC9可减少梗死体积,抑制半影区的神经元凋亡,和改善神经系统的结果。半影上调的cGMP依赖性激酶II(cGKII)中神经元的HDAC9敲除,阻断消除HDAC9缺失的保护作用。机械上,HDAC9与转录因子MEF2相互作用,从而抑制MEF2与cGKII基因启动子区的结合,这导致cGKII表达的抑制。通过BML210抑制HDAC9和MEF2之间的相互作用上调cGKII并减轻小鼠的缺血性损伤。这些结果鼓励在开发针对缺血性中风的新疗法中靶向HDAC9-MEF2相互作用。
    Histone deacetylase 9 (HDAC9) is implicated in ischemic stroke by genome-wide association studies. We conducted a series of experiments using a mouse model of ischemic stroke (middle cerebral artery occlusion followed by reperfusion) to examine the potential role of HDAC9. Briefly, HDAC9 was upregulated in the penumbra. Deletion of HDAC9 from neurons reduced infarction volume, inhibited neuronal apoptosis in the penumbra, and improved neurological outcomes. HDAC9 knockout from neurons in the penumbra upregulated cGMP-dependent kinase II (cGK II), blocking which abrogated the protective effects of HDAC9 deletion. Mechanistically, HDAC9 interacts with the transcription factor MEF2, thereby inhibiting MEF2\'s binding to the promoter region of the cGK II gene, which results in the suppression of cGK II expression. Inhibiting the interaction between HDAC9 and MEF2 by BML210 upregulated cGK II and attenuated ischemic injury in mice. These results encourage targeting the HDAC9-MEF2 interaction in developing novel therapy against ischemic stroke.
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  • 文章类型: Journal Article
    目的:家庭韧性和健康的家庭功能对中风幸存者的康复至关重要。本研究旨在确定自我效能感和对抗应对在首发卒中患者家庭韧性与功能关系中的中介作用。
    方法:采用横截面设计。
    方法:从商丘和上海的7家医院招募288例首发脑卒中患者,中国,从2020年7月到2020年10月。家庭复原力评估量表的缩短中文版,家庭适应,伙伴关系,增长,情感和解决问卷,医学应对方式问卷,使用慢性疾病自我效能6项量表收集自我报告数据。利用spearman相关和结构方程模型研究了所研究变量之间的关系。
    结果:脑卒中患者家庭功能的平均水平为7.87(SD=2.32)。约26.8%(n=76)的患者报告家庭功能障碍。结构方程模型显示,家庭韧性直接影响患者对家庭功能的满意度(r=0.406,p<0.001),间接影响患者自我效能感和对抗方式的中介作用(r=0.119,p<0.001)。模型拟合良好(χ2/df=2.128,RMSEA=0.065,GFI=0.956,AGFI=0.919,NFI=0.949,TLI=0.956)。
    结论:首发卒中患者的家庭韧性和功能与患者的对抗应对方式和自我效能感在家庭韧性和功能之间的中介作用呈正相关。研究结果表明,专业人员应特别注意表现出家庭韧性差的家庭,或很少使用对抗应对方式或自我效能感差的患者,因为他们更有可能遭受低功能困扰。
    OBJECTIVE: Family resilience and healthy family functioning are crucial for stroke survivors\' rehabilitation. This study aimed to determine the mediating effects of self-efficacy and confrontation coping on the relationship between family resilience and functioning among patients with first-episode stroke.
    METHODS: A cross-sectional design was applied.
    METHODS: 288 patients with first-episode stroke were recruited from 7 hospitals in Shangqiu and Shanghai, China, from July 2020 to October 2020. A shortened Chinese version of the Family Resilience Assessment Scale, family adaptation, partnership, growth, affection and resolve questionnaire, Medical Coping Modes Questionnaire, and Self-efficacy for Chronic Disease 6-item Scale were used to collect the self-reported data. The relationships among the studied variables were studied using spearman correlation and structural equation model.
    RESULTS: The average level of family functioning among stroke patients was 7.87 (SD = 2.32). About 26.8% (n = 76) of patients reported family dysfunction. The structural equation model showed that family resilience directly affected patients\' satisfaction with family functioning (r = 0.406, p < 0.001) and indirectly affected the mediating role of patients\' self-efficacy and confrontation coping style (r = 0.119, p < 0.001). The model was with good fit (χ2/df = 2.128, RMSEA = 0.065, GFI = 0.956, AGFI = 0.919, NFI = 0.949, and TLI = 0.956).
    CONCLUSIONS: Family resilience and functioning among patients with first-episode stroke are positively associated with the mediating effects of the patients\' confrontation coping style and self-efficacy between family resilience and functioning. The findings indicate that the professionals should pay special attention to families exhibiting poor family resilience or with patients who rarely use confrontation coping styles or with poor self-efficacy since they are more likely to suffer from low functioning.
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  • 文章类型: Journal Article
    缺血性卒中患者血糖水平升高与预后较差相关。本研究旨在探讨高血糖是否通过增加急性缺血性卒中模型的氧提取率来促进小胶质细胞凋亡。将经历大脑中动脉闭塞的C57BL/6小鼠用于评估血糖水平和神经功能。脑氧提取率(CERO2),测定氧消耗率(OCR)和脑组织氧分压(PbtO2)。探讨NOD样受体蛋白3(NLRP3)炎症小体的意义,使用NLRP3-/-小鼠,和NLRP3,caspase‑1,全长gasderminD(GSDMD‑FL)的表达水平,GSDMD‑N域(GSDMD‑N),评估IL‑1β和IL‑18。此外,Z‑YVAD‑FMK,caspase-1抑制剂,用于治疗小胶质细胞,以确定是否需要激活NLRP3炎性体来增强高血糖对焦亡的作用。提示高血糖加速急性缺血性卒中模型的脑损伤,下降的潜伏期减少和足断层的百分比证明了这一点。高血糖通过增加氧提取率来加重缺氧,正如CERO2和OCR增加所证明的那样,和响应高糖治疗的PbtO2降低。此外,通过检测caspase‑1,GSDMD‑N水平升高证实了高血糖诱导的小胶质细胞焦亡,IL‑1β和IL‑18以及GSDMD‑FL水平降低。然而,NLRP3的敲除减弱了这些作用。caspase-1的药理学抑制也降低了GSDMD-N的表达水平,小胶质细胞中的IL‑1β和IL‑18。这些结果表明,高血糖通过增加氧提取速率刺激NLRP3炎性体激活,从而导致缺血性中风后的焦度加重。
    Elevated levels of blood glucose in patients with ischemic stroke are associated with a worse prognosis. The present study aimed to explore whether hyperglycemia promotes microglial pyroptosis by increasing the oxygen extraction rate in an acute ischemic stroke model. C57BL/6 mice that underwent middle cerebral artery occlusion were used for assessment of blood glucose level and neurological function. The cerebral oxygen extraction ratio (CERO2), oxygen consumption rate (OCR) and partial pressure of brain tissue oxygen (PbtO2) were measured. To investigate the significance of the NOD‑like receptor protein 3 (NLRP3) inflammasome, NLRP3‑/‑ mice were used, and the expression levels of NLRP3, caspase‑1, full‑length gasdermin D (GSDMD‑FL), GSDMD‑N domain (GSDMD‑N), IL‑1β and IL‑18 were evaluated. In addition, Z‑YVAD‑FMK, a caspase‑1 inhibitor, was used to treat microglia to determine whether activation of the NLRP3 inflammasome was required for the enhancing effect of hyperglycemia on pyroptosis. It was revealed that hyperglycemia accelerated cerebral injury in the acute ischemic stroke model, as evidenced by decreased latency to fall and the percentage of foot fault. Hyperglycemia aggravated hypoxia by increasing the oxygen extraction rate, as evidenced by increased CERO2 and OCR, and decreased PbtO2 in response to high glucose treatment. Furthermore, hyperglycemia‑induced microglial pyroptosis was confirmed by detection of increased levels of caspase‑1, GSDMD‑N, IL‑1β and IL‑18 and a decreased level of GSDMD‑FL. However, the knockout of NLRP3 attenuated these effects. Pharmacological inhibition of caspase‑1 also reduced the expression levels of GSDMD‑N, IL‑1β and IL‑18 in microglial cells. These results suggested that hyperglycemia stimulated NLRP3 inflammasome activation by increasing the oxygen extraction rate, thus leading to the aggravation of pyroptosis following ischemic stroke.
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  • 文章类型: Journal Article
    人类中枢神经系统(CNS)的再生和修复能力有限,就像许多其他器官一样。部分原因是,神经系统疾病是全球医疗负担的主要原因。大多数神经系统疾病无法治愈,和主要治疗的重点是管理他们的症状和减缓他们的进展。神经系统疾病的细胞疗法提供了几种治疗潜力,并为许多患者提供了希望。在这里,我们提供了细胞疗法在神经系统疾病如帕金森病(PD)的一般概述,阿尔茨海默病(AD),肌萎缩侧索硬化(ALS),威尔逊病(WD),中风和创伤性脑损伤(TBI),涉及许多形式的干细胞,包括胚胎干细胞和诱导多能干细胞。我们还解决了当前的关切和对未来的看法。大多数细胞疗法在神经系统疾病中的研究都处于临床前阶段,并且仍然非常需要进一步的研究,以将神经替代和再生疗法转化为临床环境。
    The human central nervous system (CNS) has a limited capacity for regeneration and repair, as many other organs do. Partly as a result, neurological diseases are the leading cause of medical burden globally. Most neurological disorders cannot be cured, and primary treatments focus on managing their symptoms and slowing down their progression. Cell therapy for neurological disorders offers several therapeutic potentials and provides hope for many patients. Here we provide a general overview of cell therapy in neurological disorders such as Parkinson\'s disease (PD), Alzheimer\'s disease (AD), amyotrophic lateral sclerosis (ALS), Wilson\'s disease (WD), stroke and traumatic brain injury (TBI), involving many forms of stem cells, including embryonic stem cells and induced pluripotent stem cells. We also address the current concerns and perspectives for the future. Most studies for cell therapy in neurological diseases are in the pre-clinical stage, and there is still a great need for further research to translate neural replacement and regenerative therapies into clinical settings.
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  • 文章类型: Journal Article
    超过50%的急性缺血性卒中(AIS)幸存者承受不同程度的残疾,复发率为17.7%。因此,AIS结局的预测可能对治疗决策有用.本研究旨在确定机器学习方法在AIS患者中预测早期结果的适用性。
    2020年1月至2022年10月,蚌埠医科大学第一附属医院和第二附属医院神经内科收治的659例新发AIS患者纳入研究。病人的人口统计信息,病史,Org10,172在急性中风治疗(TOAST)中的试验,收集美国国立卫生研究院卒中量表(NIHSS)及入院24h实验室指标数据。改良兰金量表(mRS)用于评估参与者的3口预后。我们基于18个参数构建了9个机器学习模型,并比较了它们对结果变量的准确性。
    通过最小绝对收缩和选择算子交叉验证(LassoCV)方法进行的特征选择确定了AIS患者早期预后的最关键预测因子为白细胞(WBC),同型半胱氨酸(HCY),D-二聚体,基线NIHSS,纤维蛋白原降解产物(FDP),和葡萄糖(GLU)。在评估的九种机器学习模型中,随机森林模型在测试集中表现出优异的性能,曲线下面积(AUC)为0.852,准确率为0.818,灵敏度为0.654,特异性为0.945,召回率为0.900。
    这些发现表明,利用从入院最初24小时的一般临床和实验室数据的RF模型可以有效预测AIS患者的早期预后。
    UNASSIGNED: Upwards of 50% of acute ischemic stroke (AIS) survivors endure varying degrees of disability, with a recurrence rate of 17.7%. Thus, the prediction of outcomes in AIS may be useful for treatment decisions. This study aimed to determine the applicability of a machine learning approach for forecasting early outcomes in AIS patients.
    UNASSIGNED: A total of 659 patients with new-onset AIS admitted to the Department of Neurology of both the First and Second Affiliated Hospitals of Bengbu Medical University from January 2020 to October 2022 included in the study. The patient\' demographic information, medical history, Trial of Org 10,172 in Acute Stroke Treatment (TOAST), National Institute of Health Stroke Scale (NIHSS) and laboratory indicators at 24 h of admission data were collected. The Modified Rankine Scale (mRS) was used to assess the 3-mouth outcome of participants\' prognosis. We constructed nine machine learning models based on 18 parameters and compared their accuracies for outcome variables.
    UNASSIGNED: Feature selection through the Least Absolute Shrinkage and Selection Operator cross-validation (Lasso CV) method identified the most critical predictors for early prognosis in AIS patients as white blood cell (WBC), homocysteine (HCY), D-Dimer, baseline NIHSS, fibrinogen degradation product (FDP), and glucose (GLU). Among the nine machine learning models evaluated, the Random Forest model exhibited superior performance in the test set, achieving an Area Under the Curve (AUC) of 0.852, an accuracy rate of 0.818, a sensitivity of 0.654, a specificity of 0.945, and a recall rate of 0.900.
    UNASSIGNED: These findings indicate that RF models utilizing general clinical and laboratory data from the initial 24 h of admission can effectively predict the early prognosis of AIS patients.
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