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Baseline and follow-up change of cholesterol levels predict dementia risk and progression in older adults: a U-shaped relationship. 基线和随访胆固醇水平变化预测老年人痴呆风险和进展:u型关系。
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-26 DOI: 10.1186/s13195-025-01910-8
Pai-Yi Chiu, Hsi-Hsien Chou, Chih-Li Lin, Hsin-Hua Li, Tzu-Yu Chen, Hong-Ming Chen, Hsin-Te Chang

Introduction: Previous studies on serum lipid levels and cognitive outcomes have shown inconsistent results, partly due to differences in timing of lipid assessment, cognitive status, and lack of longitudinal data. This study aimed to examine both baseline and longitudinal changes in lipid profiles in relation to dementia onset and cognitive progression across different stages of cognitive impairment.

Methods: A retrospective cohort study was conducted using data from the History-Based Artificial Intelligent Clinical Dementia Diagnostic System (HAICDDS), a multicenter memory clinic registry in Taiwan. Among 2,452 adults aged ≥ 60 years, lipid levels (total cholesterol, low-density lipoprotein cholesterol [LDL-c], high-density lipoprotein cholesterol [HDL-c], and triglycerides [TG]) were assessed at baseline and follow-up. Participants were stratified into subjective cognitive decline, mild cognitive impairment, or dementia. Cox proportional hazards models were used to evaluate associations with incident dementia or cognitive progression.

Results: U-shaped associations were observed between lipid levels and cognitive outcomes. After adjusting for demographic and vascular risk factors, both low baseline values and extreme reductions-particularly in HDL-c and TG-were significantly associated with increased risk of dementia onset or progression.

Conclusion: Lipid instability, especially in HDL-c and TG, may serve as a marker of cognitive vulnerability. These findings suggest that longitudinal changes in serum cholesterol should be carefully monitored in older adults at risk of cognitive decline.

先前关于血脂水平和认知结果的研究显示出不一致的结果,部分原因是血脂评估时间、认知状态的差异以及缺乏纵向数据。本研究旨在研究在认知障碍不同阶段与痴呆发病和认知进展相关的脂质谱的基线和纵向变化。方法:采用台湾多中心记忆临床登记系统“基于历史的人工智能临床痴呆诊断系统”(HAICDDS)的数据进行回顾性队列研究。在2452名年龄≥60岁的成年人中,在基线和随访时评估脂质水平(总胆固醇、低密度脂蛋白胆固醇[LDL-c]、高密度脂蛋白胆固醇[HDL-c]和甘油三酯[TG])。参与者被分为主观认知能力下降、轻度认知障碍和痴呆。Cox比例风险模型用于评估与痴呆或认知进展的关联。结果:在脂质水平和认知结果之间观察到u形关联。在调整了人口统计学和血管危险因素后,低基线值和极端降低-特别是HDL-c和tg -与痴呆发病或进展的风险增加显著相关。结论:脂质不稳定,尤其是HDL-c和TG,可能是认知易感性的标志。这些发现表明,在有认知能力下降风险的老年人中,应仔细监测血清胆固醇的纵向变化。
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引用次数: 0
Increased levels of GFAP and purinergic P2X7 receptor in Alzheimer's disease brain are associated with Aβ, tau pathologies and synaptic loss. 阿尔茨海默病脑中GFAP和嘌呤能P2X7受体水平升高与Aβ、tau病理和突触丧失有关。
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-25 DOI: 10.1186/s13195-025-01916-2
Cinzia A Maschio, Oscar Moreno, Junlong Wang, Upasana Maheshwari, Annika Keller, Uwe Konietzko, Daniel Razansky, Agneta Nordberg, Axel Rominger, Christoph Hock, Jordi Llop, Roger M Nitsch, Ruiqing Ni
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引用次数: 0
Higher phosphorylated tau levels predict cognitive decline and amyloid-related imaging abnormalities during lecanemab treatment: clinical practice data. 高磷酸化tau水平预测认知能力下降和淀粉样蛋白相关成像异常在莱卡耐单抗治疗期间:临床实践数据。
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-24 DOI: 10.1186/s13195-025-01912-6
Moeko Noguchi-Shinohara, Takahiro Yoshinobu, Taro Ozaki, Daiki Muramatsu, Ayano Shima, Yasuhiro Sakashita, Yasutake Tada, Hiroki Yamaguchi, Junji Komatsu, Tokuhei Ikeda, Kenjiro Ono

Background: Lecanemab was recently approved for the treatment of patients with early Alzheimer's disease (AD) and demonstrated reduced senile amyloid plaque and less decline on the measures of cognition and function in clinical trials. However, the real-world data on its efficacy and safety remain limited. We aimed to evaluate the effectiveness and tolerance of lecanemab treatment and determine biomarkers at baseline that could predict cognitive deterioration and the occurrence of amyloid-related imaging abnormaities (ARIA) in real-world clinical practice.

Methods: To determine the indication for lecanemab, the patients were evaluated through neurological examinations, cognitive assessments, blood test, head magnetic resonance imaging (MRI), amyloid positron emission tomography, lumbar puncture, genetic testing, and clinical conferences. The Mini-Mental State Examination (MMSE) was used to assess cognition, and the MRI scans were used for safety monitoring of ARIA.

Results: Between January 2024 and October 2025, 234 patients were screened, 100 initiated lecanemab treatment. The mean age was 72.7 years, and 68 (68.0%) patients were female. Among the 71 patients surveyed via MRI prior to the 14th infusion, 12 (16.9%) had ARIA detected. Compared with those of patients without ARIA, the baseline cerebrospinal fluid (CSF)-ptau181 levels of patients with ARIA significantly increased. When the patients were divided into high and low CSF-ptau181 groups according to the cutoff value (78.6 pg/ml) which derived from ROC analysis for ARIA prediction, the MMSE scores of the high ptau group were significantly declined compared to that of the low ptau group at 6 and 12 months after baseline. The infusion-reactions occurred only in 6.0% of patients. The longitudinal observation revealed that the plasma thrombomodulin levels significantly decreased after 6 months of lecanemab treatment.

Conclusion: Lecanemab was generally well tolerated by most patients with early AD and treatment appeared to be more effective and safer in patients with low CSF-ptau181 levels. Our results suggest an association between lecanemab treatment and reduced markers of vascular endothelial injury.

背景:Lecanemab最近被批准用于治疗早期阿尔茨海默病(AD)患者,并在临床试验中显示出老年淀粉样蛋白斑块减少,认知和功能指标下降较少。然而,关于其有效性和安全性的实际数据仍然有限。我们旨在评估莱卡耐单抗治疗的有效性和耐受性,并确定在现实世界临床实践中可以预测认知恶化和淀粉样蛋白相关成像异常(ARIA)发生的基线生物标志物。方法:通过神经学检查、认知评估、血液检查、头部磁共振成像(MRI)、淀粉样蛋白正电子发射断层扫描、腰椎穿刺、基因检测和临床会议对患者进行评估,以确定莱卡耐单抗的适应症。迷你精神状态检查(MMSE)用于评估认知,MRI扫描用于ARIA的安全性监测。结果:2024年1月至2025年10月,筛选了234例患者,其中100例开始了莱卡耐单抗治疗。平均年龄72.7岁,女性68例(68.0%)。在第14次输注前通过MRI调查的71例患者中,12例(16.9%)检测到ARIA。与非ARIA患者相比,ARIA患者脑脊液(CSF)-ptau181基线水平显著升高。根据ROC分析得出的用于ARIA预测的临界值(78.6 pg/ml)将患者分为高CSF-ptau181组和低CSF-ptau181组时,在基线后6个月和12个月,高ptau组的MMSE评分明显低于低ptau组。输液反应仅发生在6.0%的患者中。纵向观察显示,血浆血栓调节蛋白水平在莱卡耐单抗治疗6个月后显著降低。结论:莱卡耐单抗对大多数早期AD患者的耐受性良好,对低CSF-ptau181水平患者的治疗似乎更有效和更安全。我们的研究结果表明,莱卡耐单抗治疗与血管内皮损伤标志物减少之间存在关联。
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引用次数: 0
Neuroinflammation PET and long-term cognition and survival in symptomatic Alzheimer's disease. 神经炎症PET与症状性阿尔茨海默病的长期认知和生存。
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-22 DOI: 10.1186/s13195-025-01915-3
Roos M Rikken, Maqsood Yaqub, Emma M Coomans, Ellen Dicks, Anne E van der Vlies, Albert D Windhorst, Ronald Boellaard, Yolande A L Pijnenburg, Everard G B Vijverberg, Elsmarieke van de Giessen

Background: Neuroinflammation plays a key role in Alzheimer's disease (AD) pathophysiology, but it is not clear how neuroinflammation contributes to disease progression. We aim to investigate the role of neuroinflammation on longitudinal cognition and survival in a unique cohort with PET imaging of translocator protein (TSPO) binding tracer [11C]PK11195 and long-term follow-up. We hypothesized that higher [11C]PK11195 binding would be associated with faster cognitive decline and higher mortality.

Methods: 19 participants with AD dementia, 9 participants with MCI due to AD, and 21 healthy controls (HC) with historical dynamic [11C]PK11195 PET data were included. Principal component analysis was performed to identify relevant [11C]PK11195 patterns. An additional AD ROI consisting of temporal and parietal regions was investigated. [11C]PK11195 scores in the principal components (PCs) and AD ROI were compared between groups using ANOVA. Longitudinal MMSE covering a period up to 11 years was used to measure cognitive decline. We used linear mixed models with random subject-specific intercepts and slopes corrected for age, sex and syndrome diagnosis to investigate the association of neuroinflammation with cognition in MCI and AD. Survival data were available for all MCI and AD participants, up to 15.7 years after PET. To examine the influence of neuroinflammation on survival time, we used age, sex, and syndrome diagnosis adjusted cox proportional-hazards models.

Results: Two PCs were retained. PC1 explained 55.4% of the variance and was most explained by [11C]PK11195 binding in the thalamus and entorhinal cortex. PC2 explained 15.3% of the variance and constituted of mostly the entorhinal cortex. There was no difference in [11C]PK11195 PET between AD, MCI and HCs (range F(2) = 0.157-1.231, P > 0.3). [11C]PK11195 did not predict longitudinal MMSE (PC1: β = 0.02, P = 0.73; PC2: β = 0.1, P = 0.44; AD ROI: β = 1.3, P = 0.57) or survival (PC1: HR = 0.90[95%CI: 0.80, 1.03], P = 0.13; PC2: HR = 0.96[0.75, 1.23], P = 0.72; AD ROI: HR = 0.02[0.00, 1.33], P = 0.06).

Conclusions: Contrary to our hypothesis, we did not find evidence for [11C]PK11195 PET predicting long-term cognitive decline or survival. This may indicate that the level of [11C]PK11195 PET binding earlier in the disease trajectory is not directly linked to the long-term outcome.

背景:神经炎症在阿尔茨海默病(AD)病理生理中起关键作用,但神经炎症如何促进疾病进展尚不清楚。我们的目的是通过对转运蛋白(TSPO)结合示踪剂[11C]PK11195的PET成像和长期随访,研究神经炎症对纵向认知和生存的作用。我们假设更高的[11C]PK11195结合与更快的认知能力下降和更高的死亡率有关。方法:纳入19例AD痴呆患者、9例AD所致MCI患者和21例具有历史动态[11C]PK11195 PET数据的健康对照(HC)。进行主成分分析以识别相关的[11C]PK11195模式。另外一个由颞和顶叶区域组成的AD ROI被研究。[11C]采用方差分析比较各组主成分(pc)和AD ROI的PK11195得分。纵向MMSE覆盖长达11年的时间来测量认知能力下降。我们使用具有随机受试者特异性截点和斜率的线性混合模型,校正了年龄、性别和综合征诊断,以调查MCI和AD中神经炎症与认知的关系。所有MCI和AD参与者的生存数据可获得,PET后可达15.7年。为了检验神经炎症对生存时间的影响,我们使用了年龄、性别和综合征诊断校正的cox比例风险模型。结果:保留2个pc。PC1解释了55.4%的变异,主要由[11C]PK11195在丘脑和内嗅皮层的结合来解释。PC2解释了15.3%的变异,主要由内嗅皮层组成。AD、MCI和hc之间的[11C]PK11195 PET无差异(范围F(2) = 0.157-1.231, P > 0.3)。c [11] PK11195没有预测纵向MMSE (PC1:β= 0.02,P = 0.73; PC2:β= 0.1,P = 0.44;广告投资回报率:β= 1.3,P = 0.57)或生存(PC1: HR = 0.90(95%置信区间ci: 0.80, 1.03), P = 0.13; PC2: HR = 0.96 [0.75, 1.23], P = 0.72;广告投资回报率:HR = 0.02 [0.00, 1.33], P = 0.06)。结论:与我们的假设相反,我们没有发现[11C]PK11195 PET预测长期认知能力下降或生存的证据。这可能表明在疾病早期[11C]PK11195 PET结合水平与长期结果没有直接关系。
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引用次数: 0
Cerebrospinal fluid NPTX2 and [18F]FDG PET track serotonergic vulnerability to neurodegeneration in prodromal Alzheimer's disease. 脑脊液NPTX2和[18F]FDG PET追踪血清素对前驱阿尔茨海默病神经退行性变的易感性。
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-21 DOI: 10.1186/s13195-025-01893-6
Federico Massa, Beatrice Orso, Francesca De Cesari, Virginia Pelagotti, Sara Garbarino, Stefano Raffa, Pietro Mattioli, Lucia Argenti, Lorenzo Lombardo, Mattia Losa, Giulia Bozzo, Wendy Kreshpa, Giulia Tomassini, Alessia Panza, Alessio Cirone, Luigi Lorenzini, Federica Bozzano, Davide Visigalli, Andrea Brugnolo, Nicola Girtler, Michele Piana, Dario Arnaldi, Silvia Morbelli, Gianmario Sambuceti, Antonio Uccelli, Matteo Pardini
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引用次数: 0
Selective agonism of GPR34 stimulates microglial uptake and clearance of amyloid β fibrils. GPR34的选择性激动作用刺激小胶质细胞对β淀粉样蛋白原纤维的摄取和清除。
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-20 DOI: 10.1186/s13195-025-01891-8
Hayato Etani, Sho Takatori, Wenbo Wang, Jumpei Omi, Yusuke Amiya, Aika Akahori, Hirotaka Watanabe, Iki Sonn, Hideyuki Okano, Norikazu Hara, Mai Hasegawa, Akinori Miyashita, Masataka Kikuchi, Takeshi Ikeuchi, Maho Morishima, Yuko Saito, Shigeo Murayama, Takashi Saito, Takaomi C Saido, Toshiyuki Takai, Tomohiko Ohwada, Junken Aoki, Taisuke Tomita

Background: Microglia play a crucial role in brain homeostasis through phagocytosis of amyloid-β (Aβ) fibrils, a hallmark of Alzheimer disease (AD) pathology. The balance between Aβ production and clearance is critical for AD pathogenesis, with impaired clearance mechanisms potentially contributing to disease progression. G-protein coupled receptor 34 (GPR34), a microglia-enriched Gi/o-coupled receptor, is highly expressed in homeostatic microglia and may regulate phagocytic functions, yet its role in Aβ clearance remains poorly understood.

Methods: Using flow cytometry-based assays, we investigated the effect of a selective GPR34 agonist (M1) on Aβ uptake in mouse primary microglia and human induced pluripotent stem cell-derived microglia. We evaluated uptake specificity across different Aβ species and phagocytic substrates, and measured intracellular cyclic adenosine monophosphate (cAMP) levels to determine the signaling mechanism. We performed in vivo studies using human amyloid precursor protein knock-in mice with intrahippocampal M1 injections. Additionally, we analyzed GPR34 expression in Japanese AD patient brain samples using single-nucleus RNA sequencing and examined age-dependent expression changes across multiple datasets.

Results: M1 specifically enhanced uptake of Aβ fibrils through reduction of intracellular cAMP levels, without affecting monomeric or oligomeric Aβ internalization. Gpr34 knockdown experiments confirmed GPR34 as the molecular target of M1. An intrahippocampal injection of M1 significantly increased microglial Aβ uptake in vivo, an effect that required functional TREM2 signaling. GPR34 expression was significantly reduced in microglia from AD patients and showed age-dependent decline in both humans and mice.

Conclusions: Our findings identify GPR34 as a promising therapeutic target for enhancing microglial Aβ clearance and highlight the potential of GPR34 agonists for AD treatment. The age-dependent decline in GPR34 expression may contribute to reduced Aβ clearance efficiency in aging brains, exacerbating amyloid accumulation. Pharmacological activation of GPR34 represents a novel strategy to counteract impaired Aβ clearance in both aging and AD brains, potentially modifying disease progression through enhancement of microglial phagocytic function.

背景:小胶质细胞通过吞噬淀粉样蛋白-β (a β)原纤维在大脑稳态中发挥关键作用,这是阿尔茨海默病(AD)病理的标志。Aβ产生和清除之间的平衡对阿尔茨海默病的发病至关重要,清除机制受损可能导致疾病进展。g蛋白偶联受体34 (GPR34)是一种富含小胶质细胞的Gi/o偶联受体,在稳态小胶质细胞中高表达,可能调节吞噬功能,但其在a β清除中的作用尚不清楚。方法:采用基于流式细胞术的方法,我们研究了选择性GPR34激动剂(M1)对小鼠原代小胶质细胞和人诱导多能干细胞来源的小胶质细胞中a β摄取的影响。我们评估了不同Aβ物种和吞噬底物的摄取特异性,并测量了细胞内环磷酸腺苷(cAMP)水平,以确定信号传导机制。我们进行了体内研究,使用人淀粉样蛋白前体蛋白敲入小鼠海马内注射M1。此外,我们使用单核RNA测序分析了日本AD患者脑样本中GPR34的表达,并在多个数据集中检测了年龄依赖性表达变化。结果:M1通过降低细胞内cAMP水平特异性地增强了Aβ原纤维的摄取,而不影响单体或低聚Aβ内化。Gpr34敲低实验证实Gpr34是M1的分子靶点。海马内注射M1显著增加体内小胶质细胞对Aβ的摄取,这一作用需要功能性TREM2信号传导。GPR34的表达在AD患者的小胶质细胞中显著降低,并且在人和小鼠中均表现出年龄依赖性下降。结论:我们的研究结果确定GPR34是增强小胶质细胞a β清除的有希望的治疗靶点,并强调了GPR34激动剂治疗AD的潜力。GPR34表达的年龄依赖性下降可能导致衰老大脑中Aβ清除效率降低,加剧淀粉样蛋白积累。GPR34的药理激活代表了一种新的策略来抵消衰老和AD大脑中受损的a β清除,可能通过增强小胶质细胞吞噬功能来改变疾病的进展。
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引用次数: 0
Drug repurposing for Alzheimer's disease: a Delphi consensus and stakeholder consultation. 阿尔茨海默病药物再利用:德尔菲共识和利益相关者咨询。
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-18 DOI: 10.1186/s13195-025-01895-4
Anne Corbett, Janet Sultana, Kate Stych, Roger Mills, Jeff L Cummings, Gareth Williams, Zahinoor Ismail, Maria Soto-Martin, Jacobo Mintzer, Serge Gauthier, Nigel H Greig, Wendy Noble, Richard Killick, Mitchell K P Lai, Carol Routledge, Frank Walsh, Howard Fillit, Dag Aarsland, Roger Lane, Kathryn Mills, Clive Ballard

Background: Alzheimer's disease (AD) is an escalating global challenge, with more than 40 million people affected, and this number is projected to increase to more than 100 million by 2050. While amyloid-targeting antibody treatments (lecanemab and donanemab) are a significant step forward, the benefits of these therapies remain limited. This highlights the necessity for safe and effective compounds that offer greater therapeutic benefits to the majority of individuals with or at risk of AD. Drug repurposing allows for a cost-effective, time-efficient strategy to accelerate the availability of treatments, owing to the availability of safety information.

Method: This study focuses on the third iteration of the Delphi consensus programme aimed at identifying new high-priority drug candidates for repurposing in AD. An international expert panel comprising academics, clinicians and industry representatives was convened. Through a combination of anonymized drug nominations, systemic evidence reviews, iterative consensus rankings, and lay advisory inputs, drug candidates were evaluated and ranked based on rational, non-clinical, and clinical evidence and overall safety profiles.

Results: Among the 80 candidates that were nominated by the expert panel, seven underwent review, with only three candidates meeting the following consensus criteria of relevant mechanisms for targeting neurodegenerative pathways, non-clinical efficacy, and tolerability in older individuals. The three agents were: [1] the live attenuated herpes zoster (HZ) vaccine (Zostavax) [2], sildenafil, a phosphodiesterase-5 (PDE-5) inhibitor, and [3] riluzole, a glutamate antagonist. The HZ vaccine additionally offers potential for population-level dementia risk reduction.

Conclusion: This Delphi consensus identified three high-priority drug repurposing candidates for AD with favourable safety profiles and mechanistic plausibility, which are considered suitable for pragmatic clinical trials, including remote or hybrid designs. The PROTECT platform, which supports international cohorts in the UK, Norway, and Canada, offers a well-established means to conduct such trials effectively, thus helping to accelerate the evaluation and potential deployment of these drug candidates to benefit individuals with or at risk for AD.

背景:阿尔茨海默病(AD)是一个不断升级的全球挑战,有超过4000万人受到影响,预计到2050年这一数字将增加到1亿以上。虽然淀粉样蛋白靶向抗体治疗(lecanemab和donanemab)是向前迈出的重要一步,但这些疗法的益处仍然有限。这突出了安全有效的化合物的必要性,为大多数患有或有AD风险的个体提供更大的治疗益处。由于安全信息的可得性,药物再利用可成为一种具有成本效益和时间效率的战略,以加速治疗的可得性。方法:本研究的重点是德尔菲共识计划的第三次迭代,旨在确定新的高优先级候选药物用于阿尔茨海默病的再利用。召开了一个由学者、临床医生和行业代表组成的国际专家小组。通过匿名药物提名、系统证据审查、反复共识排名和非专业咨询意见的组合,候选药物根据理性、非临床和临床证据以及总体安全性概况进行评估和排名。结果:在专家小组提名的80个候选药物中,有7个接受了审查,只有3个候选药物符合以下共识标准,即针对神经退行性通路的相关机制、非临床疗效和老年人耐受性。这三种药物是:[1]减毒带状疱疹活疫苗(Zostavax)[2],西地那非,一种磷酸二酯酶-5 (PDE-5)抑制剂,[3]利鲁唑,一种谷氨酸拮抗剂。HZ疫苗还提供了降低人群痴呆风险的潜力。结论:德尔菲共识确定了三种高优先级的阿尔茨海默病药物再利用候选药物,它们具有良好的安全性和机制合理性,适合于实用的临床试验,包括远程或混合设计。PROTECT平台支持英国、挪威和加拿大的国际队列,提供了一种行之有效的方法来有效地进行此类试验,从而有助于加速这些候选药物的评估和潜在部署,使AD患者或有AD风险的个体受益。
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引用次数: 0
Real-world application of lecanemab in early-stage alzheimer's disease: a single-center prospective cohort analysis. lecanemab在早期阿尔茨海默病中的实际应用:单中心前瞻性队列分析
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-17 DOI: 10.1186/s13195-025-01886-5
Jia Shang, Siyan Zhong, Li Shang, Qingze Zeng, Shuai Zhao, Xiao Luo, Kaicheng Li, Xinyi Zhang, Peiyu Huang, Yaping Yan, Zhirong Liu, Baorong Zhang, Yanxing Chen
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引用次数: 0
An accessible and efficient mobile eye-tracking application for community-based cognitive impairment screening in China. 一款便捷、高效的移动眼动追踪应用,用于中国社区认知障碍筛查。
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-17 DOI: 10.1186/s13195-025-01884-7
Mingxia Wei, Jincheng Li, Tongyao You, Yu Yu, Jiaying Lu, Suzhen Liang, Zishuo Jin, Qi Han, Chuantao Zuo, Jianfeng Ye, Jintai Yu, Xingdong Chen, Qiang Dong, Wenwen Wu, Yingzhe Wang, Yanfeng Jiang, Mei Cui

Background: Cognitive impairment (CI) poses a major global health challenge. In China, neuropsychological scales, regarded as the gold standard for cognitive diagnosis, are largely inaccessible in resource-limited communities. The Mobile Eye-Tracking Application (m-ETA), which captures and quantifies eye movement features, has emerged as a promising tool for CI screening.

Methods: We developed a tablet-based m-ETA using a two-step approach. First, a logistic regression (LR) model was trained to discriminate dementia based on six oculometric features in a hospital cohort (N = 204), and regression analyses were conducted to validate the biological relevance of these features with Alzheimer's Disease-related phenotypes in an exploratory dataset (N = 101). Second, the generalizability and accuracy of the LR model were externally validated in a community-based cohort (N = 433) and further evaluated in two real-world community populations (N = 2,685). Model performance was assessed using sensitivity, specificity, negative predictive value (NPV), and area under the ROC curve (AUC).

Results: m-ETA achieved high diagnostic accuracy for dementia (AUC = 0.99). Regression analyses confirmed that the m-ETA-derived oculometric features were significantly associated with cognitive performance, brain atrophy, and tau deposition in the exploratory dataset (all P < 0.05). m-ETA accurately detected CI (AUC = 0.80), with excellent negative predictive value for ruling out CI, and identified individuals with lower cognition performance across diverse communities.

Conclusions: m-ETA offers a low-cost, non-invasive, and efficient tool for large-scale CI screening, particularly suited to underserved and low-literacy communities in China.

背景:认知障碍(CI)是一项重大的全球健康挑战。在中国,被视为认知诊断金标准的神经心理学量表在资源有限的社区基本上无法获得。移动眼动追踪应用程序(m-ETA)捕捉并量化眼球运动特征,已成为CI筛查的一种很有前途的工具。方法:采用两步法建立基于片剂的m-ETA。首先,在医院队列(N = 204)中训练逻辑回归(LR)模型,根据6个眼部特征区分痴呆症,并在探索性数据集(N = 101)中进行回归分析,以验证这些特征与阿尔茨海默病相关表型的生物学相关性。其次,在基于社区的队列(N = 433)中外部验证了LR模型的普遍性和准确性,并在两个现实社区人群(N = 2685)中进一步评估了LR模型。通过敏感性、特异性、阴性预测值(NPV)和ROC曲线下面积(AUC)评估模型的性能。结果:m-ETA对痴呆的诊断准确率较高(AUC = 0.99)。回归分析证实,在探索性数据集中,m-ETA衍生的眼部特征与认知能力、脑萎缩和tau沉积显著相关(所有P结论:m-ETA为大规模CI筛查提供了一种低成本、非侵入性和高效的工具,特别适用于中国服务不足和文化水平低的社区。
{"title":"An accessible and efficient mobile eye-tracking application for community-based cognitive impairment screening in China.","authors":"Mingxia Wei, Jincheng Li, Tongyao You, Yu Yu, Jiaying Lu, Suzhen Liang, Zishuo Jin, Qi Han, Chuantao Zuo, Jianfeng Ye, Jintai Yu, Xingdong Chen, Qiang Dong, Wenwen Wu, Yingzhe Wang, Yanfeng Jiang, Mei Cui","doi":"10.1186/s13195-025-01884-7","DOIUrl":"10.1186/s13195-025-01884-7","url":null,"abstract":"<p><strong>Background: </strong>Cognitive impairment (CI) poses a major global health challenge. In China, neuropsychological scales, regarded as the gold standard for cognitive diagnosis, are largely inaccessible in resource-limited communities. The Mobile Eye-Tracking Application (m-ETA), which captures and quantifies eye movement features, has emerged as a promising tool for CI screening.</p><p><strong>Methods: </strong>We developed a tablet-based m-ETA using a two-step approach. First, a logistic regression (LR) model was trained to discriminate dementia based on six oculometric features in a hospital cohort (N = 204), and regression analyses were conducted to validate the biological relevance of these features with Alzheimer's Disease-related phenotypes in an exploratory dataset (N = 101). Second, the generalizability and accuracy of the LR model were externally validated in a community-based cohort (N = 433) and further evaluated in two real-world community populations (N = 2,685). Model performance was assessed using sensitivity, specificity, negative predictive value (NPV), and area under the ROC curve (AUC).</p><p><strong>Results: </strong>m-ETA achieved high diagnostic accuracy for dementia (AUC = 0.99). Regression analyses confirmed that the m-ETA-derived oculometric features were significantly associated with cognitive performance, brain atrophy, and tau deposition in the exploratory dataset (all P < 0.05). m-ETA accurately detected CI (AUC = 0.80), with excellent negative predictive value for ruling out CI, and identified individuals with lower cognition performance across diverse communities.</p><p><strong>Conclusions: </strong>m-ETA offers a low-cost, non-invasive, and efficient tool for large-scale CI screening, particularly suited to underserved and low-literacy communities in China.</p>","PeriodicalId":7516,"journal":{"name":"Alzheimer's Research & Therapy","volume":"17 1","pages":"250"},"PeriodicalIF":7.6,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12625592/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145538329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic functional connectivity and transcriptomic signatures reveal stage-dependent brain network dysfunction in Alzheimer's disease spectrum. 动态功能连接和转录组特征揭示了阿尔茨海默病谱系中依赖阶段的脑网络功能障碍。
IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-14 DOI: 10.1186/s13195-025-01898-1
Yan Shi, Yuanhao Li, Renpuchi Ci, Su Yan, Tian Tian, Ning Zheng, Wenzhen Zhu, Yuanyuan Qin

Background: Alzheimer's Disease Spectrum (ADS) progresses from preclinical stages to dementia, with dynamic functional connectivity (dFC) changes emerging early. This study aimed to investigate the dynamic changes in brain networks across different stages of ADS and their underlying molecular mechanisms.

Methods: This cross-sectional study included 239 participants: 69 Healthy Controls (HC), 83 with Subjective Cognitive Decline (SCD), 56 with Mild Cognitive Impairment (MCI), and 31 with Alzheimer's disease (AD). All participants underwent neuropsychological testing and resting-state functional magnetic resonance imaging (rs-fMRI). Leading Eigenvector Dynamics Analysis (LEiDA), a data-driven method that captures time-resolved whole-brain dFC, was applied to identify transient brain states and calculated their occupancy rate, dwell time, and transition probabilities. Group differences in these dynamic metrics were assessed using a General Linear Model (GLM), and their correlations with cognitive performance were examined. To explore the molecular basis of significant dFC alterations, we performed gene-category enrichment analysis. This analysis integrated the spatial maps of altered brain states with regional gene expression data from the Allen Human Brain Atlas (AHBA), using spin permutations to ensure statistical robustness.

Results: We identified ten recurring brain states and characterized how their transition patterns, stability, and frequency differed as a function of disease severity. Specifically, early disruptions appeared as altered transition probabilities between states, while later stages showed pronounced changes in the dwell time and occurrence rates of specific states, closely associated with cognitive decline. Notably, one brain state marked by synchronized activity in attention, salience, and default mode networks emerged as a critical hub linked to both cognitive deterioration and excitatory-inhibitory imbalance. Genes associated with this state were enriched in glycine-mediated synaptic pathways and expressed in both excitatory and inhibitory neurons, showing spatial and temporal patterns that extended from early development into late disease stages.

Conclusions: Our study uncovered the stage-dependent dFC changes and their molecular underpinnings of brain network dysfunction across the ADS.

背景:阿尔茨海默病谱系(ADS)从临床前阶段发展到痴呆,动态功能连接(dFC)变化早期出现。本研究旨在探讨ad不同阶段脑网络的动态变化及其潜在的分子机制。方法:这项横断面研究包括239名参与者:69名健康对照(HC), 83名主观认知能力下降(SCD), 56名轻度认知障碍(MCI), 31名阿尔茨海默病(AD)。所有参与者都进行了神经心理测试和静息状态功能磁共振成像(rs-fMRI)。领先特征向量动力学分析(LEiDA)是一种数据驱动的方法,可捕获时间分辨全脑dFC,用于识别瞬态大脑状态,并计算其占用率、停留时间和转移概率。使用一般线性模型(GLM)评估这些动态指标的组间差异,并检查其与认知表现的相关性。为了探索dFC显著改变的分子基础,我们进行了基因类别富集分析。该分析将改变大脑状态的空间图与来自Allen人脑图谱(AHBA)的区域基因表达数据整合在一起,使用自旋排列来确保统计稳健性。结果:我们确定了10种反复出现的大脑状态,并描述了它们的过渡模式、稳定性和频率如何随着疾病严重程度的变化而变化。具体来说,早期中断表现为状态之间转换概率的改变,而后期阶段则表现为特定状态的停留时间和发生率的显著变化,与认知能力下降密切相关。值得注意的是,一种以注意力、显著性和默认模式网络同步活动为特征的大脑状态,成为与认知退化和兴奋-抑制失衡相关的关键中枢。与这种状态相关的基因在甘氨酸介导的突触通路中富集,并在兴奋性和抑制性神经元中表达,显示出从早期发育延伸到疾病晚期的空间和时间模式。结论:我们的研究揭示了ad脑网络功能障碍的阶段依赖性dFC变化及其分子基础。
{"title":"Dynamic functional connectivity and transcriptomic signatures reveal stage-dependent brain network dysfunction in Alzheimer's disease spectrum.","authors":"Yan Shi, Yuanhao Li, Renpuchi Ci, Su Yan, Tian Tian, Ning Zheng, Wenzhen Zhu, Yuanyuan Qin","doi":"10.1186/s13195-025-01898-1","DOIUrl":"10.1186/s13195-025-01898-1","url":null,"abstract":"<p><strong>Background: </strong>Alzheimer's Disease Spectrum (ADS) progresses from preclinical stages to dementia, with dynamic functional connectivity (dFC) changes emerging early. This study aimed to investigate the dynamic changes in brain networks across different stages of ADS and their underlying molecular mechanisms.</p><p><strong>Methods: </strong>This cross-sectional study included 239 participants: 69 Healthy Controls (HC), 83 with Subjective Cognitive Decline (SCD), 56 with Mild Cognitive Impairment (MCI), and 31 with Alzheimer's disease (AD). All participants underwent neuropsychological testing and resting-state functional magnetic resonance imaging (rs-fMRI). Leading Eigenvector Dynamics Analysis (LEiDA), a data-driven method that captures time-resolved whole-brain dFC, was applied to identify transient brain states and calculated their occupancy rate, dwell time, and transition probabilities. Group differences in these dynamic metrics were assessed using a General Linear Model (GLM), and their correlations with cognitive performance were examined. To explore the molecular basis of significant dFC alterations, we performed gene-category enrichment analysis. This analysis integrated the spatial maps of altered brain states with regional gene expression data from the Allen Human Brain Atlas (AHBA), using spin permutations to ensure statistical robustness.</p><p><strong>Results: </strong>We identified ten recurring brain states and characterized how their transition patterns, stability, and frequency differed as a function of disease severity. Specifically, early disruptions appeared as altered transition probabilities between states, while later stages showed pronounced changes in the dwell time and occurrence rates of specific states, closely associated with cognitive decline. Notably, one brain state marked by synchronized activity in attention, salience, and default mode networks emerged as a critical hub linked to both cognitive deterioration and excitatory-inhibitory imbalance. Genes associated with this state were enriched in glycine-mediated synaptic pathways and expressed in both excitatory and inhibitory neurons, showing spatial and temporal patterns that extended from early development into late disease stages.</p><p><strong>Conclusions: </strong>Our study uncovered the stage-dependent dFC changes and their molecular underpinnings of brain network dysfunction across the ADS.</p>","PeriodicalId":7516,"journal":{"name":"Alzheimer's Research & Therapy","volume":"17 1","pages":"247"},"PeriodicalIF":7.6,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12619270/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145522616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Alzheimer's Research & Therapy
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