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Insights on Peripheral Blood Biomarkers for Parkinson’s Disease
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作者 刘经凯 LI Yu-Meng +2 位作者 LIU Jing-Kai CHEN Zi-Xuan DENG Yu-Lin 《生物化学与生物物理进展》 北大核心 2025年第1期72-87,共16页
Parkinson’s disease(PD)is a common neurodegenerative disorder with profound impact on patients’quality of life and long-term health,and early detection and intervention are particularly critical.In recent years,the ... Parkinson’s disease(PD)is a common neurodegenerative disorder with profound impact on patients’quality of life and long-term health,and early detection and intervention are particularly critical.In recent years,the search for precise and reliable biomarkers has become one of the key strategies to effectively address the clinical challenges of PD.In this paper,we systematically evaluated potential biomarkers,including proteins,metabolites,epigenetic markers,and exosomes,in the peripheral blood of PD patients.Protein markers are one of the main directions of biomarker research in PD.In particular,α‑synuclein and its phosphorylated form play a key role in the pathological process of PD.It has been shown that aggregation ofα-synuclein may be associated with pathologic protein deposition in PD and may be a potential marker for early diagnosis of PD.In terms of metabolites,uric acid,as a metabolite,plays an important role in oxidative stress and neuroprotection in PD.It has been found that changes in uric acid levels may be associated with the onset and progression of PD,showing its potential as an early diagnostic marker.Epigenetic markers,such as DNA methylation modifications and miRNAs,have also attracted much attention in Parkinson’s disease research.Changes in these markers may affect the expression of PD-related genes and have an important impact on the onset and progression of the disease,providing new research perspectives for the early diagnosis of PD.In addition,exosomes,as a potential biomarker carrier for PD,are able to carry a variety of biomolecules involved in intercellular communication and pathological regulation.Studies have shown that exosomes may play an important role in the pathogenesis of PD,and their detection in blood may provide a new breakthrough for early diagnosis.It has been shown that exosomes may play an important role in the pathogenesis of PD,and their detection in blood may provide new breakthroughs in early diagnosis.In summary,through in-depth evaluation of biomarkers in the peripheral blood of PD patients,this paper demonstrates the important potential of these markers in the early diagnosis of PD and in the study of pathological mechanisms.Future studies will continue to explore the clinical application value of these biomarkers to promote the early detection of PD and individualized treatment strategies. 展开更多
关键词 Parkinson’s disease peripheral blood biomarkers early diagnosis
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rTMS Improves Cognitive Function and Brain Network Connectivity in Patients With Alzheimer’s Disease
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作者 XU Gui-Zhi LIU Lin +4 位作者 GUO Miao-Miao WANG Tian GAO Jiao-Jiao JI Yong WANG Pan 《生物化学与生物物理进展》 北大核心 2025年第8期2131-2145,共15页
Objective Repetitive transcranial magnetic stimulation(rTMS)has demonstrated efficacy in enhancing neurocognitive performance in Alzheimer’s disease(AD),but the neurobiological mechanisms linking synaptic pathology,n... Objective Repetitive transcranial magnetic stimulation(rTMS)has demonstrated efficacy in enhancing neurocognitive performance in Alzheimer’s disease(AD),but the neurobiological mechanisms linking synaptic pathology,neural oscillatory dynamics,and brain network reorganization remain unclear.This investigation seeks to systematically evaluate the therapeutic potential of rTMS as a non-invasive neuromodulatory intervention through a multimodal framework integrating clinical assessments,molecular profiling,and neurophysiological monitoring.Methods In this prospective double-blind trial,12 AD patients underwent a 14-day protocol of 20 Hz rTMS,with comprehensive multimodal assessments performed pre-and postintervention.Cognitive functioning was quantified using the mini-mental state examination(MMSE)and Montreal cognitive assessment(MOCA),while daily living capacities and neuropsychiatric profiles were respectively evaluated through the activities of daily living(ADL)scale and combined neuropsychiatric inventory(NPI)-Hamilton depression rating scale(HAMD).Peripheral blood biomarkers,specifically Aβ1-40 and phosphorylated tau(p-tau181),were analyzed to investigate the effects of rTMS on molecular metabolism.Spectral power analysis was employed to investigate rTMS-induced modulations of neural rhythms in AD patients,while brain network analyses incorporating topological properties were conducted to examine stimulus-driven network reorganization.Furthermore,systematic assessment of correlations between cognitive scale scores,blood biomarkers,and network characteristics was performed to elucidate cross-modal therapeutic associations.Results Clinically,MMSE and MOCA scores improved significantly(P<0.05).Biomarker showed that Aβ1-40 level increased(P<0.05),contrasting with p-tau181 reduction.Moreover,the levels of Aβ1-40 were positively correlated with MMSE and MOCA scores.Post-intervention analyses revealed significant modulations in oscillatory power,characterized by pronounced reductions in delta(P<0.05)and theta bands(P<0.05),while concurrent enhancements were observed in alpha,beta,and gamma band activities(all P<0.05).Network analysis revealed frequency-specific reorganization:clustering coefficients were significantly decreased in delta,theta,and alpha bands(P<0.05),while global efficiency improvement was exclusively detected in the delta band(P<0.05).The alpha band demonstrated concurrent increases in average nodal degree(P<0.05)and characteristic path length reduction(P<0.05).Further research findings indicate that the changes in the clinical scale HAMD scores before and after rTMS stimulation are negatively correlated with the changes in the blood biomarkers Aβ1-40 and p-tau181.Additionally,the changes in the clinical scales MMSE and MoCA scores were negatively correlated with the changes in the node degree of the alpha frequency band and negatively correlated with the clustering coefficient of the delta frequency band.However,the changes in MMSE scores are positively correlated with the changes in global efficiency of both the delta and alpha frequency bands.Conclusion 20 Hz rTMS targeting dorsolateral prefrontal cortex(DLPFC)significantly improves cognitive function and enhances the metabolic clearance ofβ-amyloid and tau proteins in AD patients.This neurotherapeutic effect is mechanistically associated with rTMS-mediated frequency-selective neuromodulation,which enhances the connectivity of oscillatory networks through improved neuronal synchronization and optimized topological organization of functional brain networks.These findings not only support the efficacy of rTMS as an adjunctive therapy for AD but also underscore the importance of employing multiple assessment methods—including clinical scales,blood biomarkers,and EEG——in understanding and monitoring the progression of AD.This research provides a significant theoretical foundation and empirical evidence for further exploration of rTMS applications in AD treatment. 展开更多
关键词 transcranial magnetic stimulation Alzheimer’s disease power spectral density ELECTROENCEPHALOGRAM brain functional network
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Two-sample Mendelian randomization analysis of causal relationship between eczema and autoimmune diseases
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作者 CHEN Chunli YAN Siyu +4 位作者 WAN Bangbei YU Yangyiyi ZENG Jinrong TAN Lina LU Jianyun 《中南大学学报(医学版)》 CAS CSCD 北大核心 2024年第6期932-942,共11页
Objective:The causal relationship between eczema and autoimmune diseases has not been previously reported.This study aims to evaluate the causal relationship between eczema and autoimmune diseases.Methods:The two‐sam... Objective:The causal relationship between eczema and autoimmune diseases has not been previously reported.This study aims to evaluate the causal relationship between eczema and autoimmune diseases.Methods:The two‐sample Mendelian randomization(MR)method was used to assess the causal effect of eczema on autoimmune diseases.Summary data from the Genome-Wide Association Study Catalog(GWAS)were obtained from the Integrative Epidemiology Unit(IEU)database.For eczema and autoimmune diseases,genetic instrument variants(GIVs)were identified according to the significant difference(P<5×10−8).Causal effect estimates were generated using the inverse‐variance weighted(IVW)method.MR Egger,maximum likelihood,MR-PRESSO,and MR-RAPS methods were used for alternative analyses.Sensitivity tests,including heterogeneity,horizontal pleiotropy,and leave-one-out analyses,were performed.Finally,reverse causality was assessed.Results:Genetic susceptibility to eczema was associated with an increased risk of Crohn’s disease(OR=1.444,95%CI 1.199 to 1.738,P<0.001)and ulcerative colitis(OR=1.002,95%CI 1.001 to 1.003,P=0.002).However,no causal relationship was found for the other 6 autoimmune diseases,including systemic lupus erythematosus(SLE)(OR=0.932,P=0.401),bullous pemphigoid(BP)(OR=1.191,P=0.642),vitiligo(OR=1.000,P=0.327),multiple sclerosis(MS)(OR=1.000,P=0.965),ankylosing spondylitis(AS)(OR=1.001,P=0.121),rheumatoid arthritis(RA)(OR=1.000,P=0.460).Additionally,no reverse causal relationship was found between autoimmune diseases and eczema.Conclusion:Eczema is associated with an increased risk of Crohn’s disease and ulcerative colitis.No causal relationship is found between eczema and SLE,MS,AS,RA,BP,or vitiligo. 展开更多
关键词 ECZEMA atopic eczema autoimmune diseases Crohn’s disease ulcerative colitis Mendelian randomization
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基于改进S-ResNet34模型的小麦条锈病等级识别研究 被引量:1
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作者 尉国帅 贺佳 +3 位作者 常宝方 袁培燕 赵肖媛 王来刚 《南京农业大学学报》 CAS 北大核心 2025年第1期230-239,共10页
[目的]快速准确识别小麦条锈病病害等级,对其精准防控具有重要意义。[方法]利用数码相机获取小麦叶片条锈病RGB图像,构建小麦叶片条锈病不同病害等级数据集,通过对ResNet34模型添加通道注意力模块(SE)和Inception模块加以改进,增强模型... [目的]快速准确识别小麦条锈病病害等级,对其精准防控具有重要意义。[方法]利用数码相机获取小麦叶片条锈病RGB图像,构建小麦叶片条锈病不同病害等级数据集,通过对ResNet34模型添加通道注意力模块(SE)和Inception模块加以改进,增强模型对小麦条锈病特征的关注程度和提取能力,并采用精准率、召回率、平衡F分数和准确率等评价指标,对比分析S-ResNet34与VGG16、MobileNetV2、Swin-Transformer、ResNet34等多种主流模型的识别精度。[结果]S-ResNet34模型的训练准确率为93.85%,相比于VGG16(84.53%)、MobileNetV2(79.35%)、Swin-Transformer(85.67%)和ResNet34(87.50%)等深度网络模型,准确率分别提高了9.32%、14.50%、8.18%和6.35%。模型损失值更小,改进的ResNet34模型识别小麦条锈病特征能力更强,训练收敛更快。[结论]采用深度学习模型能够准确识别小麦条锈病发病程度,通过对ResNet34模型添加注意力模块能有效提高小麦条锈病病害识别精度。 展开更多
关键词 小麦条锈病 深度学习 病害等级 图像识别 改进s-ResNet34模型
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基于NF-κB/NLRP3/Caspase-1信号通路探讨电针改善阿尔茨海默病模型大鼠认知功能障碍的机制 被引量:1
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作者 李荣鑫 黄丽 +4 位作者 曾悦阳 张淑慧 陈怡然 刘玉丽 马铁明 《实用医学杂志》 北大核心 2025年第3期322-329,共8页
目的观察电针百会、脾俞、足三里对Aβ1-42所致阿尔茨海默病(AD)大鼠学习记忆功能的影响,并从NF-κB/NLRP3/Caspase-1信号通路介导的炎症级联反应探讨电针治疗AD的作用机制。方法采用双侧海马C1区注射Aβ1-42溶液制备AD大鼠模型。按随... 目的观察电针百会、脾俞、足三里对Aβ1-42所致阿尔茨海默病(AD)大鼠学习记忆功能的影响,并从NF-κB/NLRP3/Caspase-1信号通路介导的炎症级联反应探讨电针治疗AD的作用机制。方法采用双侧海马C1区注射Aβ1-42溶液制备AD大鼠模型。按随机数字表法将32只SPF级雄性大鼠分为4组,假手术组、模型组、电针组、西药组(盐酸多奈哌齐),每组8只。电针组予“百会”、“脾俞”和“足三里”穴位电针刺激,西药组予药物灌胃治疗。治疗结束后Morris水迷宫实验检测学习记忆能力;用HE染色观察海马组织形态变化;用ELISA测定血清TNF-α、IL-1β含量;用Western blot和免疫荧光染色分别检测海马区NF-κB p65、NLRP3及Caspase-1的蛋白和荧光双标共表达水平。结果与假手术组比较,造模后模型组大鼠逃避潜伏期明显延长(P<0.05),穿越原平台次数减少,目标象限停留时间减少(P<0.05);细胞核形态改变,海马周围神经元出现坏死、空泡变性,染色质边集;血清TNF-α、IL-1β含量升高(P<0.05);大鼠海马区NF-κB p65、NLRP3、Caspase-1蛋白表达水平和荧光阳性表达升高(P<0.05)。与模型组比较,电针组和西药组大鼠逃避潜伏期有缩短趋势(P<0.05),穿越原平台次数和目标象限停留时间增加(P<0.05),细胞结构基本完整,少许细胞核轻度不规则,染色质部分边集;血清TNF-α、IL-1β含量降低(P<0.05);海马区NF-κB p65、NLRP3、Caspase-1蛋白表达水平和荧光阳性表达降低(P<0.05)。结论电针提高AD大鼠学习记忆能力,可能是通过下调NF-κB/NLRP3/Caspase-1信号通路,减少神经炎性因子的释放,从而改善AD大鼠认知功能障碍。 展开更多
关键词 阿尔茨海默病 电针 NF-κB/NLRP3/Caspase-1信号通路 神经炎症
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阿尔茨海默病(Alzheimer’s Disease,AD)与动力相关蛋白1(dynamin-related protein 1,Drp1) 被引量:1
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作者 李华 龙建纲 刘健康 《生物学杂志》 CAS CSCD 2013年第2期68-72,共5页
阿尔茨海默病(AD)已成为威胁老年人生活的一种常见病,对老年人的生活质量有着严重的影响,目前尚无有效地防治方法。最新研究发现在阿尔茨海默病的病理发生中,神经细胞伴有显著的线粒体代谢紊乱和动态变化的异常,其中动力相关蛋白1(Drp1... 阿尔茨海默病(AD)已成为威胁老年人生活的一种常见病,对老年人的生活质量有着严重的影响,目前尚无有效地防治方法。最新研究发现在阿尔茨海默病的病理发生中,神经细胞伴有显著的线粒体代谢紊乱和动态变化的异常,其中动力相关蛋白1(Drp1)是参与线粒体动态变化的关键分子。深入研究阿尔茨海默病中线粒体动态变化的异常及Drp1等关键分子的作用机制,对于揭示AD的发生机制及寻找药物作用靶点具有重要意义。综述了Drp1在阿尔茨海默病中的调控机制。 展开更多
关键词 阿尔茨海默病(AD) 动力相关蛋白1(Drp1) 线粒体
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Repositioning of clinically approved drug Bazi Bushen capsule for treatment of Alzheimer′s disease using network pharma⁃cology approach and in vitro experimental validation 被引量:3
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作者 WANG Tongxing CHEN Meng +3 位作者 HOU Bin LIANG Junqing WEI Cong JIA Zhenhua 《中国药理学与毒理学杂志》 CAS 北大核心 2023年第S01期22-23,共2页
OBJECTIVE To explore the new indications and key mechanism of Bazi Bushen capsule(BZBS)by network pharmacology and in vitro experiment.METHODS The potential tar⁃get profiles of the components of BZBS were pre⁃dicted.S... OBJECTIVE To explore the new indications and key mechanism of Bazi Bushen capsule(BZBS)by network pharmacology and in vitro experiment.METHODS The potential tar⁃get profiles of the components of BZBS were pre⁃dicted.Subsequently,new indications for BZBS were predicted by disease ontology(DO)enrich⁃ment analysis and initially validated by GO and KEGG pathway enrichment analysis.Further⁃more,the therapeutic target of BZBS acting on AD signaling pathway were identified by intersec⁃tion analysis.Two Alzheimer′s disease(AD)cell models,BV-2 and SH-SY5Y,were used to pre⁃liminarily verify the anti-AD efficacy and mecha⁃nism of BZBS in vitro.RESULTS In total,1499 non-repeated ingredients were obtained from 16 herbs in BZBS formula,and 1320 BZBS targets with high confidence were predicted.Disease enrichment results strongly suggested that BZBS formula has the potential to be used in the treat⁃ment of AD.In vitro experiments showed that BZ⁃BS could significantly reduce the release of TNF-αand IL-6 and the expression of COX-2 and PSEN1 in Aβ25-35-induced BV-2 cells.BZBS reduced the apoptosis rate of Aβ25-35 induced SH-SY5Y cells,significantly increased mitochon⁃drial membrane potential,reduced the expres⁃sion of Caspase3 active fragment and PSEN1,and increased the expression of IDE.CONCLU⁃SIONS BZBS formula has a potential use in the treatment of AD,which is achieved through regu⁃lation of ERK1/2,NF-κB signaling pathways,and GSK-3β/β-catenin signaling pathway.Further⁃more,the network pharmacology technology is a feasible drug repurposing strategy to reposition new clinical use of approved TCM and explore the mechanism of action.The study lays a foun⁃dation for the subsequent in-depth study of BZBS in the treatment of AD and provides a basis for its application in the clinical treatment of AD. 展开更多
关键词 Drug repositioning Bazi Bushen capsule Network pharmacology Alzheimer′s disease Mechanism of action
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tSWI与QSM评估帕金森病黑质燕尾征的对照研究
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作者 师小凤 贺娜英 +7 位作者 张有敏 靳志嘉 刘方韬 闵佶华 张小兵 张慧慧 程增辉 严福华 《放射学实践》 北大核心 2025年第8期949-955,共7页
目的:分别采用定量磁化率成像(QSM)及真性SWI(tSWI)两种方法评估帕金森病(PD)患者和健康志愿者黑质燕尾征的显示情况,对比两种方法基于燕尾征消失评估PD的诊断效能。方法:回顾性将2018年10月-2020年4月在本院行头颅MRI检查的健康志愿者(... 目的:分别采用定量磁化率成像(QSM)及真性SWI(tSWI)两种方法评估帕金森病(PD)患者和健康志愿者黑质燕尾征的显示情况,对比两种方法基于燕尾征消失评估PD的诊断效能。方法:回顾性将2018年10月-2020年4月在本院行头颅MRI检查的健康志愿者(HC)和PD患者各100例纳入本研究。MRI检查序列包括全脑T_(2)-FLAIR、DWI、两个翻转角(24°和6°)的3D-GRE、以及扫描范围为中脑的磁化转移对比(MTC)-GRE序列。基于两个翻转角的GRE序列的每一个回波采集的幅度及相位数据经后处理可得到T_(2)^(*)WI、QSM及tSWI图,以MTC-GRE序列幅度图作为神经黑色素(NM)图。首先,由两位高年资神经影像方向的放射科医师基于每例受试者T_(2)^(*)WI、NM、QSM及tSWI图像评估燕尾征,分析燕尾征消失对PD的诊断效能,以此评估结果作为燕尾征是否存在的临床金标准。另由放射科医师A和B分别基于每例受试者的QSM和tSWI图进行燕尾征评估,采用ICC分析两位医师评估结果的一致性,使用卡方检验分析医生A和B(相对于临床金标准)的评估准确性,使用ROC曲线对比分析基于QSM和tSWI两种图像上燕尾征消失对PD的诊断效能。结果:基于两位高年资神经影像方向的放射科医师评估燕尾征消失征象鉴别PD与HC的效能:敏感度为61.0%,特异度为92.0%,符合率为76.5%。医生A和B分别基于QSM及tSWI图像评估燕尾征的ICC值为0.832和0.909。相对于临床金标准,医生A基于QSM及tSWI图像评估燕尾征的的符合率分别为65.0%和91.0%;医生B分别为60.0%和90.5%。综合医生A和B的诊断结果,基于tSWI评估燕尾征消失诊断PD的诊断效能显著高于QSM(AUC:0.830 vs.0.705,Z=3.897,P<0.001)。结论:对于PD患者,基于tSWI图较QSM图能更好地评估黑质燕尾征。 展开更多
关键词 帕金森病 黑质 燕尾征 神经黑色素图 磁共振成像
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针刺联合TMS改善帕金森病患者认知功能的效果 被引量:2
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作者 林华俭 张颂华 +2 位作者 叶泽根 吴思敏 刘春花 《辽宁中医杂志》 北大核心 2025年第3期150-153,共4页
目的探讨针刺联合重复经颅磁刺激疗法(transcranial magnetic stimulation,TMS)对帕金森患者认知功能的改善效果。方法选择2021年5月—2023年4月于丽水市中医院就诊的87例帕金森患者,依照随机数字表法将其分为A组(43例)与B组(44例)。A... 目的探讨针刺联合重复经颅磁刺激疗法(transcranial magnetic stimulation,TMS)对帕金森患者认知功能的改善效果。方法选择2021年5月—2023年4月于丽水市中医院就诊的87例帕金森患者,依照随机数字表法将其分为A组(43例)与B组(44例)。A组给予TMS治疗,B组在此基础上联合针刺治疗。两组均治疗8周,比较两组临床疗效、治疗前及治疗8周后P300潜伏期、波幅、血清脑神经递质5-羟色胺(5-hydroxytryptamine,5-HT)、去甲肾上腺(norepinephrine,NE)、神经营养因子-3(neurotrophic factor-3,NT-3)、胰岛素样生长因子-1(insulin-like growth factor-1,IGF-1)、过氧化氢酶(catalase,CAT)、丙二醛(malondialdehyde,MDA)、谷胱甘肽(glutathione,GSH-px)、髓过氧化物酶(myeloperoxidase,MPO)、简易智力状态评分量表(mini-mental state rating scale,MMSE)评分、统一帕金森病评定量表(unified Parkinson′s disease rating scale,UPDRS)评分、中医证候积分。结果与A组比较,B组临床总有效率更高;与治疗前比较,治疗8周后两组P300潜伏期均缩短,B组短于A组;与治疗前比较,治疗8周后两组波幅、MMSE、UPDRS评分、5-HT、NE、NT-3、IGF-1、CAT、MDA水平均增高,B组高于A组;与治疗前比较,治疗8周后两组中医证候积分、GSH-px、MPO水平均下降,B组低于A组;差异有统计学意义(P<0.05)。结论针刺联合TMS用于帕金森治疗可有效提升临床疗效,缓解相关症状,修复神经损伤,改善认知功能,且可降低氧化应激反应。 展开更多
关键词 帕金森 重复经颅磁刺激 针刺 认知功能
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Effects of DL0410 on the learning and memory deficit in APP/PS1 transgenic Alzheimer′s disease model mice
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作者 RongYAN Ran-yaoYANG +1 位作者 Ai-linLIU Guan-huaDU 《中国药理学与毒理学杂志》 CAS CSCD 北大核心 2015年第S1期41-41,共1页
OBJECTIVE DL0410,one novel compound discovered inhigh throughput screening(HTS),was found to be a potent inhibitor for AChE and BuChE.Memory deficit mice model induced by scopolamine have been conducted to verify its ... OBJECTIVE DL0410,one novel compound discovered inhigh throughput screening(HTS),was found to be a potent inhibitor for AChE and BuChE.Memory deficit mice model induced by scopolamine have been conducted to verify its effects on the improvement of memory deficit.In this study,the effects of DL0410 on inhibitingβ-amyloid(Aβ)aggregation and attenuating cognition and memory impairment of APP/PS1 mice were further investigated.METHODS Th-T binding test was used to determinethe effect of DL0410 on Aβ1-42 aggregation.In addition,locomotor test,object recognition test,step-down test,and Morris Water maze were performedto investigate the effect of DL0410 on the cognition and memoryfunctions of APP/PS1 mice.RESULTS In vitro results showed that DL0410(10and 30μmol·L-1)could inhibit significantly the monomer Aβ1-42 from aggregation,when incubated together with monomer Aβ1-42 for 24h(P<0.01).Several behavioral tests demonstrated that DL0410(10and 30mg·kg-1)could shortened latency time innavigation test(P<0.01),increased platform crossing-times in space probe test(P<0.05),and reduced the error times in step-down test(P<0.01).CONCLUSIONDL0410 could inhibit Aβaggregation in vitro and alleviate cognition and memory impairment of APP/PS1 mice,which make DL0410 apromising candidate for Alzheimer′s disease treatment. 展开更多
关键词 DL0410 Alzheimer′s disease APP/Ps1transgenicmice β
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结合视图感知CNN和Transformer的阿尔茨海默病诊断研究
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作者 吴慧东 刘立程 潘丹 《电子测量技术》 北大核心 2025年第1期145-153,共9页
为解决阿尔茨海默病(AD)患者大脑结构性核磁共振影像(sMRI)病变细微复杂和空间异质性分布引起的病症诊断准确率低的问题,提出了一种结合卷积神经网络(CNN)和Transformer优势的混合架构,用于AD病症诊断。首先,设计了多视图特征编码器,通... 为解决阿尔茨海默病(AD)患者大脑结构性核磁共振影像(sMRI)病变细微复杂和空间异质性分布引起的病症诊断准确率低的问题,提出了一种结合卷积神经网络(CNN)和Transformer优势的混合架构,用于AD病症诊断。首先,设计了多视图特征编码器,通过构造融合混合注意力机制的视图局部特征提取器分支,从sMRI的冠状面、矢状面和轴向面方向提取潜在互补信息,并通过多视图信息交互学习策略增强病灶区域的语义表征。其次,设计了级联式多尺度融合子网络,逐层融合多尺度特征图以生成更丰富判别信息。最后,利用Transformer编码器建模了全脑sMRI的全局特征表示。在阿尔茨海默病神经影像倡议(ADNI)数据集上的结果显示,本文方法在AD分类和轻度认知障碍(MCI)转化预测任务的准确率分别达到了94.05%和81.59%,优于多种现有方法。 展开更多
关键词 阿尔兹海默病 结构性核磁共振成像 混合架构 多视图信息 多尺度特征
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Discovery of a ULK1 activator that induces autophagy in vitro and in vivo Parkinson' s disease models
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《中国药理学通报》 CAS CSCD 北大核心 2015年第B11期87-87,共1页
Aim It has been widely accepted that autophagy plays a key role in some human diseases such as Par- kinson' s disease (PD). UNC-51-1ike kinasesl ( ULK1 ) has been widely reported to initiate autophagy via its com... Aim It has been widely accepted that autophagy plays a key role in some human diseases such as Par- kinson' s disease (PD). UNC-51-1ike kinasesl ( ULK1 ) has been widely reported to initiate autophagy via its com- plex ULKl-mAtg13-FIP200 at the first stage; however, targeting ULK1 as a therapeutic strategy in PD still remains in its infancy. This study aimed at developing a novel ULK1 activator as candidate drugs for PD therapy and valida- ting the possible mechanism and efficacy in vitro and in vivo. Methods Sequence alignment, phylogenetic analy- sis, homology modeling, molecular dockingand structure modificationwere applied forscreening of candidate com- pounds. Surface plasmon resonance (SPR) analysis and molecular dynamics (MD) simulations were carried outto prove the binding betweenULKland BL-UA07. Observations of cell morphology were executed through several methods including MDC staining and GFP-LC3 transfection. Flow cytometric analysis of MDC was used for quantifi- cation of autophagy ratio. Western blot and RNAi transfection were used to explore the detailed mechanisms of BL- UA07-induced autophagy. Furthermore, an in vivo PD mouse model was established for validating the PD treatment efficacy of BL-UA07. Results After a series of screening and structure modification, a novel compound BL-UA07 targeting ULK1 was obtained, which couldeffectivelybind with its target. Then, our results showed that BL-UA07 could induce autophagy via ULK1 complex and decrease damage induced by MPP ~ in SH-SY5Y cells. In addition, in vivomouse model was established to evaluate the protective effect of BL-UA07. The results demonstrated that BL- UA07 has a therapeutic effect on the in vivomouse model without apparent toxicity, which is dependent on the cyto- protective autophagy mediated by ULK1. Conclusion In this study, a novel specific ULK1 activator (BL-UA07) was computationally designed, chemically synthesized and biologically validatedthat could induce cytoprotective au- tophagy in neuroblastoma SH-SYSY cells and in vivo mouse models. Together, these results may uncover this small-molecule compound BL-UA07 as a novel ULK1 activator in autophagy and thus would provide a new clue for exploring more candidate drug targeting ULK1 for future PD therapy. 展开更多
关键词 AUTOPHAGY parkinson' s disease ULK1 NEUROBLAsTOMA sH-sY5Y cell ULK1 ACTIVATOR BL-UA07
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Relationship between Alzheimer′s,Parkinson′s disease and Apolipoprotein E polymorphism in the Chinese
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作者 QIN Bin ZENG Xiang yu +5 位作者 GUO Han bang TANG Wei qing XU Rong HE Jian xin WANG Shu XU Xian hao 《白求恩医科大学学报》 CSCD 北大核心 2001年第5期562-566,共5页
目的 :探讨阿尔茨海默病 (AD)、帕金森病 (PD)及帕金森病痴呆 (PDD)的发病机理和与载脂蛋白 E(Apo E)基因多态性的关系。方法 :对 AD组 (48例 )、PD组 (5 4例 )、PDD组 (43例 )和非痴呆对照组 (2 34例 )的 Apo E基因频率及基因型分布进... 目的 :探讨阿尔茨海默病 (AD)、帕金森病 (PD)及帕金森病痴呆 (PDD)的发病机理和与载脂蛋白 E(Apo E)基因多态性的关系。方法 :对 AD组 (48例 )、PD组 (5 4例 )、PDD组 (43例 )和非痴呆对照组 (2 34例 )的 Apo E基因频率及基因型分布进行对照研究。结果 :非痴呆对照组 Apo Eε3基因频率最高 (0 .887) ,而 AD组 Apo Eε 4基因频率明显升高 (0 .2 19) ,显著高于非痴呆对照组 (0 .0 5 1) (P<0 .0 1)。 PD(0 .0 2 8)和 PDD(0 .0 79)组 Apo Eε 4基因频率与非痴呆对照组相比无显著差异 (P>0 .0 5 )。结论 :Apo Eε4是导致 AD发病的易感或危险基因之一 ,而与 PD和 PDD的发病无关 ,说明 AD和 PD。 展开更多
关键词 阿尔茨海默病 帕金森病 帕金森病痴呆 基因多态性 AD PD PDD 载脂蛋白E 发病机制
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ⅩⅩ World Congress on Parkinson's Disease and Related Disorders
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《中国现代神经疾病杂志》 CAS 2013年第10期867-,共1页
Time:December 8-11,2013Venue:Palexpo Geneva Congress Center,Geneva,Switzerland Email:Parkinson@kenes.com Website:www2.kenes.com/parkinson/Pages/Home.aspxⅩⅩ World Congress on Parkinson’s Disease and Related Disorder... Time:December 8-11,2013Venue:Palexpo Geneva Congress Center,Geneva,Switzerland Email:Parkinson@kenes.com Website:www2.kenes.com/parkinson/Pages/Home.aspxⅩⅩ World Congress on Parkinson’s Disease and Related Disorders will be held on December 8-11,2013 in Geneva,Switzerland.As the motto for this World Congress is'Integration by Translation',this Congress will deal in a most translational way with most recent research and updates on the etiology,pathogenesis,potential diagnostic markers and treatment modalities 展开更多
关键词 World Congress on Parkinson’s disease and Related Disorders
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帕金森病患者免疫球蛋白、Th9亚群水平变化及其与IGF-1、S-100B蛋白的相关性 被引量:4
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作者 曹利红 张哲 傅天 《中国免疫学杂志》 CAS CSCD 北大核心 2024年第6期1248-1252,共5页
目的:研究帕金森病(PD)患者免疫球蛋白(IgG、IgA和IgM)、辅助性T细胞亚群Th9水平变化及其与胰岛素生长因子-1(IGF-1)、S-100B蛋白的相关性。方法:选取2020年12月至2022年12月期间在河北省中医院确诊的108例PD患者,将其作为研究组,并根... 目的:研究帕金森病(PD)患者免疫球蛋白(IgG、IgA和IgM)、辅助性T细胞亚群Th9水平变化及其与胰岛素生长因子-1(IGF-1)、S-100B蛋白的相关性。方法:选取2020年12月至2022年12月期间在河北省中医院确诊的108例PD患者,将其作为研究组,并根据患者病变程度分为轻度组(35例)、中度组(44例)和重度组(29例);另选108例健康成人作为对照组。对比研究组和对照组免疫球蛋白和Th9亚群水平,以及轻度组、中度组及重度组免疫球蛋白、Th9亚群、IGF-1和S-100B蛋白水平,采用Pearson相关性分析免疫球蛋白、Th9亚群和IGF-1、S-100B蛋白的相关性。采用Spearman相关性分析PD患者疾病程度和所有差异指标间的相关性。结果:研究组IgM水平较对照组低,且重度组低于中度组,中度组低于轻度组(P<0.05);研究组IgG、IgA、IL-9和Th9亚群水平较对照组高,且重度组高于中度组,中度组高于轻度组(P<0.05)。重度组IGF-1水平低于中度组,中度组低于轻度组;重度组S-100B蛋白水平高于中度组,中度组高于轻度组(P<0.05)。Pearson相关性分析结果显示,PD患者IgM水平与IGF-1水平呈正相关,与S-100B蛋白水平呈负相关;IgG、IgA、IL-9和Th9亚群水平均与IGF-1水平呈负相关,与S-100B蛋白水平呈正相关(P<0.05)。Spearman相关性分析结果显示,PD患者疾病程度与IgM、IGF-1水平呈负相关,与S-100B蛋白、IgG、IgA、IL-9和Th9亚群水平呈正相关(P<0.05)。结论:PD患者IgM水平降低,IgG、IgA、Th9亚群水平升高,且其水平变化与IGF-1、S-100B明显相关,可以用于评估病情的严重程度。 展开更多
关键词 帕金森病 免疫球蛋白 辅助性T细胞亚群 胰岛素生长因子-1 s-100B蛋白
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海人酸、使君子酸致Huntington病鼠纹状体NOS阳性细胞的变化 被引量:4
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作者 吕信荣 徐慧君 +1 位作者 金国华 武义鸣 《神经解剖学杂志》 CAS CSCD 北大核心 2001年第1期15-18,T003,共5页
为了研究海人酸和使君子酸对大鼠纹状体 NOS阳性细胞的影响 ,用神经毒海人酸、使君子酸破坏大鼠左侧尾壳核 ,将夜间活动超过 6 0 0次、主动回避试验阳性率在 35 %以下的大鼠作为成功的 Huntington舞蹈病模型。注射后 2个月 ,将动物脑切... 为了研究海人酸和使君子酸对大鼠纹状体 NOS阳性细胞的影响 ,用神经毒海人酸、使君子酸破坏大鼠左侧尾壳核 ,将夜间活动超过 6 0 0次、主动回避试验阳性率在 35 %以下的大鼠作为成功的 Huntington舞蹈病模型。注射后 2个月 ,将动物脑切片进行 Nissl、NADPH-d组化和 GF AP免疫组化反应。结果表明 ,海人酸和使君子酸均可使纹状体 n NOS阳性神经元丢失、出现i NOS阳性胶质细胞和侧脑室扩大 ,两者无显著差异。在损伤中心区 n NOS阳性神经元减少甚至消失 ,但这种变化自中心向周围呈渐变趋势 ;i NOS阳性胶质细胞呈两种不同形态 :一类胞体略大而突起粗短 ,一类胞体小而突起相对较长。对侧纹状体及伤侧纹状体非损毁部均未见 NOS阳性胶质细胞 ;NADPH-d组化和 GFAP免疫组化双重反应表明一些 i NOS胶质细胞为 GFAP阳性胶质细胞。本研究提示 ,海人酸和使君子酸均可使纹状体 n NOS神经元减少消失 ,损毁区出现的 NOS阳性胶质细胞为诱导型神经胶质细胞 (i NOS)。海人酸和使君子酸所引起的 展开更多
关键词 海人酸 使君子酸 iNOs阳性胶质细胞 huntington舞蹈病模型 纹状体 大鼠 神经毒笥
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ADASYN与类别逆比例加权法在阿尔茨海默病不平衡数据中的应用
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作者 杨慧 易付良 +7 位作者 陈杜荣 秦瑶 韩红娟 崔靖 白文琳 马艺菲 张荣 余红梅 《中国卫生统计》 CSCD 北大核心 2024年第2期175-180,共6页
目的利用自适应合成抽样(adaptive synthetic sampling,ADASYN)与类别逆比例加权法处理类别不平衡数据,结合分类器构建模型对阿尔茨海默病(alzheimer′s disease,AD)患者疾病进程进行分类预测。方法数据源自阿尔茨海默病神经影像学计划(... 目的利用自适应合成抽样(adaptive synthetic sampling,ADASYN)与类别逆比例加权法处理类别不平衡数据,结合分类器构建模型对阿尔茨海默病(alzheimer′s disease,AD)患者疾病进程进行分类预测。方法数据源自阿尔茨海默病神经影像学计划(Alzheimer′s disease neuroimaging initiative,ADNI),经随机森林填补缺失值,弹性网络筛选特征子集后,利用ADASYN与类别逆比例加权法处理类别不平衡数据。分别结合随机森林(random forest,RF)、支持向量机(support vector machine,SVM)构建四种模型:ADASYN-RF、ADASYN-SVM、加权随机森林(weighted random forest,WRF)、加权支持向量机(weighted support vector machine,WSVM),与RF、SVM比较分类性能。模型评价指标为宏观平均精确率(macro-average of precision,macro-P)、宏观平均召回率(macro-average of recall,macro-R)、宏观平均F1值(macro-average of F1-score,macro-F1)、准确率(accuracy,ACC)、Kappa值和AUC(area under the ROC curve)。结果ADASYN-RF的分类性能最优(Kappa值为0.938,AUC为0.980),ADASYN-SVM次之。利用ADASYN-RF预测得到的重要分类特征分别为CDRSB、LDELTOTAL、MMSE,在临床上均可得到证实。结论ADASYN与类别逆比例加权法都能辅助提升分类器性能,但ADASYN算法更优。 展开更多
关键词 类别不平衡 ADAsYN 加权法 阿尔茨海默病 分类
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D4S10基因座RFLP对Huntington舞蹈病的早期诊断
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作者 冯际平 冯波 +3 位作者 陆振虞 谌月新 陈仁彪 林标杨 《上海交通大学学报(医学版)》 CAS CSCD 1995年第S1期45-49,共5页
报道53例样本D4S10基因座由G8探针3个亚探针检出的限制酶切位点pK082/HindⅢ(2)、pK083/EcoRⅠ(1)和pK081/EcoRⅠ(2)的等位片段频率、多态性信息含量(PIC)和杂合子频率,并试对... 报道53例样本D4S10基因座由G8探针3个亚探针检出的限制酶切位点pK082/HindⅢ(2)、pK083/EcoRⅠ(1)和pK081/EcoRⅠ(2)的等位片段频率、多态性信息含量(PIC)和杂合子频率,并试对2个Huntington舞蹈病(HD)家系成员作症状前诊断。结果提示S家系B1-E2-J1和X家系B1-E2-J2为HD基因连锁单倍型,可作为连锁标记用于HD症状前诊断。 展开更多
关键词 huntington舞蹈病 D4s10 G8 pK081 pK082 pK083 限制片段长度多态性 多态性信息含量
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SAMP8小鼠在中医药抗痴呆中的应用研究进展 被引量:3
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作者 吴国庆 高誉珊 +1 位作者 汪子栋 李志刚 《世界科学技术-中医药现代化》 CSCD 北大核心 2024年第4期886-894,共9页
快速老化小鼠是一种早期学习记忆障碍模型,因其表现出阿尔茨海默病发病机制的大多数特征,包括抗衰老因子的异常表达、炎症因子的过度升高、淀粉样蛋白沉积、tau蛋白过度磷酸化、线粒体自噬、血脑屏障损伤的中枢机制以及多系统多器官的... 快速老化小鼠是一种早期学习记忆障碍模型,因其表现出阿尔茨海默病发病机制的大多数特征,包括抗衰老因子的异常表达、炎症因子的过度升高、淀粉样蛋白沉积、tau蛋白过度磷酸化、线粒体自噬、血脑屏障损伤的中枢机制以及多系统多器官的病理损伤,因而成为阿尔茨海默病(Alzheimer's disease,AD)研究的理想模型而广泛应用。随着AD机制实验研究的不断深入,发现SAMP8小鼠在行为活动、组织病理及生化参数指标上相较于SAMR1发生明显变化,并与人体疾病相类似。基于此,本文对SAMP8小鼠的行为学、组织病理和中医药实验研究进行了系统综述,加深对SAMP8小鼠的认识,了解其生理病理特性,并依据中医药实验研究对其中医证型进行推测,以期对SAMP8小鼠的科学应用提供有益帮助。 展开更多
关键词 快速老化小鼠 行为学 病理变化 阿尔茨海默病 综述
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太子参改善斑马鱼和APP/PS 1小鼠学习记忆 被引量:5
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作者 丰心月 王奕霏 +3 位作者 邓嘉航 何传统 蒋嘉慧 杨志友 《食品与发酵工业》 CAS CSCD 北大核心 2024年第8期55-61,共7页
太子参是一种可用于保健食品的传统中药,具有抗疲劳和调节免疫等作用,但神经保护和改善记忆作用报道较少。为探究太子参改善记忆和认知障碍的有效成分及作用机制,利用Aβ1-42脑室显微注射斑马鱼模型初步探究太子参醇提物对记忆的改善作... 太子参是一种可用于保健食品的传统中药,具有抗疲劳和调节免疫等作用,但神经保护和改善记忆作用报道较少。为探究太子参改善记忆和认知障碍的有效成分及作用机制,利用Aβ1-42脑室显微注射斑马鱼模型初步探究太子参醇提物对记忆的改善作用;CCK8试剂盒测定太子参水提物、醇提物、多糖、皂苷、环肽对Aβ25-35诱导皮层神经元存活率的影响;荧光定量PCR测定太子参环肽B(heterophyllin B,HB)对神经元中凋亡相关基因的表达,免疫细胞化学染色探究HB对神经元的保护作用;利用APP/PS 1转基因小鼠探究HB对痴呆样行为和记忆的改善作用。太子参醇提物给药后,斑马鱼新臂和奖励臂探寻的潜伏期显著降低,在新臂和奖励臂游动时间和总路程增加。HB显著增加神经元存活率及β3-tubulin、MAP2阳性突起的表达,并改善APP/PS 1转基因小鼠记忆障碍。综上,太子参的神经保护作用可能通过HB减少突起萎缩,从而改善认知功能障碍和记忆缺陷。 展开更多
关键词 阿尔兹海默症 Β-淀粉样蛋白 太子参环肽B 神经突起 记忆障碍
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