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Perception of facial trustworthiness in mild cognitive impairment. 轻度认知障碍患者的面部可信度感知。
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-13 DOI: 10.1177/13872877261426496
Marta Granadeiro, Leonel Garcia-Marques, Marco Torrado, Isabel Pavão Martins

Background: Impaired social behavior in mild cognitive impairment (MCI) represents an important burden for caregivers and its presence is associated with increased risk of conversion to dementia. Social cognition provides a relevant framework for investigating functional and social outcomes of these patients but is still based on a very narrow number of domains and lacks robust connection to clinical outcomes.

Objective: The present study aims to investigate social trait inference, our ability to form judgements about others, in MCI patients and how it relates to functional outcomes.

Methods: We used Signal Detection Theory's measures of sensitivity and bias in perceiving facial trustworthiness.

Results: We found that increasing education level decreased the difference in sensitivity between MCI patients and controls. Importantly, we found that higher impairment in activities of daily living was associated with perceiving others as less trustworthy. In controls, lower cognitive integrity was also related to perceiving others as less trustworthy.

Conclusions: Our results have important implications for the understanding of changes in social perception in MCI. Education may have a protective role in delaying the onset of impairment in social trait inference. Also, we show evidence that the age-associated positivity bias depends on higher cognitive integrity. Our results have implications for patient care and provide additional characterization of social perception in these patients.

背景:轻度认知障碍(MCI)患者的社交行为受损是照顾者的一个重要负担,它的存在与转化为痴呆的风险增加有关。社会认知为研究这些患者的功能和社会结果提供了一个相关的框架,但仍然基于非常狭窄的领域,缺乏与临床结果的强大联系。目的:本研究旨在探讨MCI患者的社会特质推断,即我们对他人形成判断的能力及其与功能预后的关系。方法:采用信号检测理论对面部可信度的敏感性和偏倚进行测量。结果:我们发现教育程度的提高降低了MCI患者与对照组之间的敏感性差异。重要的是,我们发现日常生活活动受损程度越高,就越觉得别人不值得信任。在对照组中,认知完整性较低也与认为他人不值得信赖有关。结论:本研究结果对理解轻度认知障碍患者的社会知觉变化具有重要意义。教育可能对延迟社会特质推断障碍的发生具有保护作用。此外,我们还展示了与年龄相关的积极偏见取决于更高的认知完整性的证据。我们的研究结果对患者护理有启示,并提供了这些患者社会感知的额外特征。
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引用次数: 0
Integrated network toxicology and computational profiling of acetyl tributyl citrate-related mechanisms in Alzheimer's disease. 阿尔茨海默病中乙酰柠檬酸三丁酯相关机制的综合网络毒理学和计算分析。
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-13 DOI: 10.1177/13872877261423948
Tao Peng, Peili Xu, Xiaofang Guo, Jian Lin, Mengfan Zhang, Xinghua Liu, Jianglin Ye, Xingdong Lin

BackgroundAcetyl tributyl citrate (ATBC), an eco-friendly plasticizer, exhibits poorly characterized neurotoxic effects.ObjectiveWe integrated network toxicology, machine learning, and molecular docking to elucidate molecular mechanisms underlying the link between ATBC exposure and Alzheimer's disease (AD) pathogenesis.MethodsPotential action targets of ATBC were screened from ChEMBL, TargetNet, and SwissTarget Prediction databases; disease-associated targets were derived from differential expression analysis of GEO datasets. Overlapping candidates underwent protein-protein interaction network construction (STRING) and subsequent Gene Ontology (GO)/Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses. Machine learning employing SHAP prioritized pivotal targets, while molecular docking and dynamics simulations validated binding affinities.ResultsWe identified 68 shared targets, of which five were designated as critical (CCKBR, RAF1, GABRG2, STS, RAPGEF3). GO enrichment revealed that ATBC compromises neuronal function and synaptic plasticity by perturbing glial cell differentiation, synaptic transmission, benzodiazepine receptor activity, and serine/threonine kinase activity. KEGG analysis implicated neuroactive ligand-receptor interactions, calcium, FoxO, and PI3K-Akt signaling pathways. Molecular simulations confirmed stable compound-target binding.ConclusionsThis integrative computational approach elucidates mechanisms underlying plasticizer-associated neurotoxicity in AD, establishing a framework for investigating neurological impacts of environmental contaminants.

柠檬酸乙酰三丁酯(ATBC)是一种生态友好型增塑剂,具有较差的神经毒性作用。目的结合网络毒理学、机器学习和分子对接等方法,探讨ATBC暴露与阿尔茨海默病(AD)发病之间的分子机制。方法从ChEMBL、TargetNet和SwissTarget Prediction数据库中筛选ATBC的潜在作用靶点;疾病相关靶标来源于GEO数据集的差异表达分析。重叠的候选基因进行了蛋白相互作用网络构建(STRING)和随后的基因本体(GO)/京都基因与基因组百科全书(KEGG)富集分析。使用SHAP的机器学习优先考虑关键靶点,而分子对接和动力学模拟验证了结合亲和力。结果共鉴定出68个共同靶点,其中5个为关键靶点(CCKBR、RAF1、GABRG2、STS、RAPGEF3)。氧化石墨烯的富集表明,ATBC通过扰乱胶质细胞分化、突触传递、苯二氮卓受体活性和丝氨酸/苏氨酸激酶活性,损害神经元功能和突触可塑性。KEGG分析涉及神经活性配体-受体相互作用、钙、FoxO和PI3K-Akt信号通路。分子模拟证实了稳定的化合物-靶标结合。这种综合计算方法阐明了AD中增塑剂相关神经毒性的机制,为研究环境污染物对神经系统的影响建立了框架。
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引用次数: 0
Mutual effects of sleep duration and traits on the risk of dementia: A prospective study in the UK Biobank. 睡眠持续时间和特征对痴呆风险的相互影响:英国生物银行的一项前瞻性研究。
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-13 DOI: 10.1177/13872877261422403
Haiping Zhang, Jiahui Hou, Wenhan Xie, Min Chu, Jinqi Wang, Xia Li, Lixin Tao, LiYong Wu, Xiuhua Guo

BackgroundBoth sleep duration and traits significantly influence cognitive health, making it crucial to identify optimal sleep patterns for preventing dementia.ObjectiveTo investigate the mutual effects of sleep duration and sleep traits on dementia risk.MethodsThis prospective study analyzed data from 359,505 participants in the UK Biobank, with baseline data collected between 2006-2010. Sleep patterns were assessed by constructing composite indicators through pairwise combinations of self-reported sleep duration and traits, including ease of getting up in the morning, chronotype, napping, daytime dozing, and use of sleep-related medications. The association between sleep patterns and dementia incidence was evaluated using Cox proportional hazards models during a mean follow-up period of 13.63 years.ResultsDuring the follow-up, 5123 participants developed dementia. In fully adjusted models, both short (≤6 h) and long (≥9 h) sleep durations, along with unfavorable sleep traits (hard or easy getting up, morning chronotype, habitual napping, dozing, sleep-related medications use), were significantly associated with increased dementia risk (p < 0.05). Notably, long sleep duration combined with evening chronotype (HR = 1.45, 95%CI: 1.15-1.83), habitual dozing (HR = 1.57, 95%CI: 1.18-2.09), or hypnotic use (HR = 2.71, 95%CI: 1.77-4.13) exhibited the highest risks compared to optimal sleep duration with corresponding alternative sleep traits. Similarly, short sleep duration combined with habitual napping carried the highest risk of dementia (HR = 1.54, 95%CI: 1.27-1.88).ConclusionsBoth sleep duration and traits are associated with dementia risk, particularly when abnormal duration interacts with unfavorable traits. These findings underscore the necessity of incorporating comprehensive sleep pattern assessments into dementia prevention strategies.

背景:睡眠时长和睡眠特征对认知健康都有显著影响,因此确定预防痴呆的最佳睡眠模式至关重要。目的探讨睡眠时长和睡眠特征对痴呆发病的相互影响。方法:本前瞻性研究分析了英国生物银行359505名参与者的数据,其基线数据收集于2006-2010年。通过将自我报告的睡眠持续时间和特征(包括早上起床的难易程度、睡眠类型、午睡、白天打瞌睡和使用与睡眠相关的药物)两两组合,构建复合指标来评估睡眠模式。在平均13.63年的随访期间,使用Cox比例风险模型评估睡眠模式与痴呆发病率之间的关系。在随访期间,5123名参与者患上了痴呆症。在完全调整的模型中,短睡眠时间(≤6小时)和长睡眠时间(≥9小时),以及不利的睡眠特征(起床难或容易、早晨的时间类型、习惯性午睡、打瞌睡、睡眠相关药物的使用),都与痴呆风险增加显著相关(p
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引用次数: 0
Exploring the perceptions and needs of Deaf communities in Austria, Germany, and Greece for developing culturally and linguistically appropriate dementia training courses. 探索奥地利、德国和希腊聋人社区对发展文化和语言上合适的痴呆症培训课程的认知和需求。
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-13 DOI: 10.1177/13872877261427464
Ioanna Antigoni Angelidou, Tarsitsa Ntova, Marianna Tsatali, Ege Karar, Doris Hoffmann-Lamplmair, Romeo Seifert, Lukas Nerat, Kyriaki Chatziavanidou, Patrick Martinetz, Birgit Teichmann

BackgroundDeaf individuals continue to face complex challenges in both accessing healthcare and obtaining information about dementia. Despite this, research into their perceptions of dementia and the need of tailored awareness programs remains limited. In response, a dementia awareness program specially designed for Deaf communities is being developed as part of the Erasmus+ project "DeSign".ObjectiveThis study provides the groundwork for that initiative by exploring (a) what Deaf individuals in Austria, Germany, and Greece know and how they perceive dementia, (b) the current challenges in accessing information and healthcare, and (c) their preferences for the design of specialized, accessible dementia awareness courses.MethodsSix semi-structured focus groups (two per country) were held in the respective national sign languages with 4-14 Deaf participants, including dementia experts, family caregivers, and general community members. Data were analyzed using inductive content analysis.ResultsDeaf participants from the general population demonstrated significant gaps in dementia knowledge, including misconceptions about early signs, causes, and risk factors. Dementia-related information in sign language was described as nearly non-existent. Participants highlighted the need for tailored awareness courses, covering dementia basics, as well as information on available specialized healthcare services and resources in their country. The preferred format for such a course should be delivered in sign language and incorporate culturally appropriate methods of information sharing.ConclusionsTailored awareness courses in sign language are crucial to address knowledge gaps and improve access to information for Deaf communities. This study provides the groundwork for developing such courses within the Erasmus+ project.*DeSign: Raising Awareness for Dementia in Deaf Older Adults in Europe.

聋人在获得医疗保健和获取有关痴呆症的信息方面继续面临复杂的挑战。尽管如此,对他们对痴呆症的看法和量身定制的意识项目的需求的研究仍然有限。为此,作为伊拉斯谟+项目“设计”的一部分,正在制定一个专门为聋人社区设计的痴呆症意识方案。本研究通过探索(a)奥地利、德国和希腊的聋人对痴呆症的了解和认知,(b)目前在获取信息和医疗保健方面的挑战,以及(c)他们对设计专门的、可访问的痴呆症意识课程的偏好,为该倡议提供了基础。方法6个半结构化焦点小组(每个国家2个)以各自国家的手语进行,参与者为4-14名聋人,包括痴呆专家、家庭护理人员和普通社区成员。采用归纳内容分析法对数据进行分析。结果:来自普通人群的聋人参与者在痴呆症知识方面存在显著差距,包括对早期症状、病因和风险因素的误解。与痴呆症相关的手语信息被描述为几乎不存在。与会者强调,需要有针对性地开展宣传课程,涵盖痴呆症基础知识,并提供本国现有专门保健服务和资源的信息。这类课程的首选形式应以手语授课,并纳入文化上适当的信息共享方法。结论定制的手语意识课程对于解决聋人社区的知识差距和改善信息获取至关重要。本研究为在Erasmus+项目中开发此类课程提供了基础。*设计:提高欧洲失聪老年人对痴呆症的认识。
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引用次数: 0
Navigating resistive behavior that adversely affects the intake of food and fluids in people living with dementia: A multiple case study. 对痴呆症患者食物和液体摄入产生不利影响的抵抗行为:一项多案例研究
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-13 DOI: 10.1177/13872877261427800
Eline Cornelia Pieternella van Buuren, Jenny Theodora van der Steen, Anouk Anna Maria van Dartel, Raymond Theodorus Catherina Maria Koopmans, Christian Bakker, Marieke Perry

BackgroundPeople living with dementia can develop resistive behavior during eating and drinking, complicating food and fluid intake.ObjectiveThis study aimed to explore how relatives and healthcare professionals navigate care decisions, and to identify possible ethical dilemmas related to decision making and the impact on all involved.MethodsA qualitative multiple case study was conducted, nested in a prospective study. We identified cases where resistive behavior was observed in a person with dementia. We aimed at interviewing at least one relative and three healthcare professionals closely involved with a specific case. The interviews were transcribed verbatim and analyzed thematically.ResultsA total of sixteen cases were eligible, of which five cases were included. Four cases concerned people residing in a nursing home, and one person was living at home. Three themes were identified from a total of sixteen interviews: 1) fundamental tension between autonomy and adequate nutrition, 2) understanding the person with dementia and the resistive behavior, and 3) solutions: searching for a personalized approach. This study contributes to the understanding of decision making in situations involving resistive behavior that adversely affects the intake of food and fluids.ConclusionsThe findings emphasize the importance of a personalized approach that balances autonomy, quality of life, and adequate nutrition to provide the best care for people with dementia. The perspectives elicited in this study can help multidisciplinary teams to navigate this complex decision-making process.

痴呆症患者在饮食过程中会产生抗拒行为,使食物和液体的摄入复杂化。目的本研究旨在探讨亲属和医疗保健专业人员如何进行护理决策,并确定与决策相关的可能的伦理困境及其对所有相关人员的影响。方法采用前瞻性定性多例研究。我们确定了在痴呆症患者中观察到抵抗行为的病例。我们的目的是采访至少一名亲属和三名与特定病例密切相关的医疗保健专业人员。采访被逐字记录下来,并按主题进行分析。结果合格病例16例,其中纳入病例5例。四宗个案涉及住在护养院的人士,其中一人住在家中。从总共16次访谈中确定了三个主题:1)自主与充足营养之间的根本紧张关系,2)了解痴呆症患者及其抗拒行为,以及3)解决方案:寻找个性化的方法。这项研究有助于理解在涉及对食物和液体摄入产生不利影响的抵抗行为的情况下的决策。研究结果强调了个性化方法的重要性,该方法可以平衡自主性、生活质量和充足的营养,为痴呆症患者提供最佳护理。本研究得出的观点可以帮助多学科团队在这个复杂的决策过程中导航。
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引用次数: 0
Detecting multimorbidity patterns in Alzheimer's disease using unsupervised machine learning: A nationwide emergency department study (2007-2022). 使用无监督机器学习检测阿尔茨海默病的多发病模式:一项全国急诊科研究(2007-2022)。
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-12 DOI: 10.1177/13872877261430952
Tursun Alkam, Ebrahim Tarshizi, Andrew H Van Benschoten

BackgroundAlzheimer's disease (AD) patients frequently present to emergency departments (EDs) with complex comorbidities that complicate triage and management. Yet, little is known about how these multimorbidity patterns have evolved over time.ObjectiveTo identify temporal shifts in comorbidity-based phenotypes among older adults with AD visiting EDs between 2007 and 2022 using unsupervised clustering methods.MethodsWe analyzed ED visits for adults aged ≥60 with an AD diagnosis from the Nationwide Emergency Department Sample (NEDS) for the years 2007, 2012, 2017, and 2022. Using ICD-9/10 codes, we mapped diagnoses to 30 clinically relevant comorbidities per year and applied the k-means clustering method to identify subgroups based on diagnostic co-occurrence. Heatmaps summarized cluster compositions across timepoints.ResultsOver 15 years, four stable but evolving comorbidity clusters emerged in each year. Earlier cohorts (2007-2012) were dominated by cardiovascular and respiratory clusters (e.g., CHF, CAD, respiratory failure), while more recent cohorts (2017-2022) showed increased prevalence of nonspecific, frailty-related presentations (e.g., fatigue, GERD, general symptoms). Despite rising ED utilization among older adults, the proportion of visits documenting AD declined from 2.59% in 2007 to 1.34% in 2022, potentially reflecting shifts in coding, outpatient management, and diagnostic overshadowing by acute symptoms.ConclusionsThe comorbidity landscape of AD-related ED visits is changing, with a shift toward vaguer syndromes and complex multimorbidity. These findings underscore the need for dementia-aware triage strategies and dynamic phenotyping tools to improve emergency care for cognitively impaired older adults.

背景:阿尔茨海默病(AD)患者经常出现在急诊科(EDs),并伴有复杂的合并症,使分类和管理复杂化。然而,人们对这些多病模式是如何随着时间的推移而演变的知之甚少。目的采用无监督聚类方法,确定2007年至2022年间老年AD患者就诊急诊科共病表型的时间变化。方法:我们分析了2007年、2012年、2017年和2022年全国急诊科样本(NEDS)中年龄≥60岁、诊断为AD的成年人的ED就诊情况。使用ICD-9/10编码,我们将诊断映射到每年30个临床相关的合并症,并应用k-means聚类方法根据诊断合并症确定亚组。热图总结了不同时间点的聚类组成。结果在15年的时间里,每年出现4个稳定但不断发展的合并症群。早期的队列(2007-2012)主要是心血管和呼吸聚集性疾病(如CHF、CAD、呼吸衰竭),而最近的队列(2017-2022)显示非特异性、虚弱相关症状(如疲劳、胃食管反流、一般症状)的患病率增加。尽管老年人的ED使用率有所上升,但记录AD的就诊比例从2007年的2.59%下降到2022年的1.34%,这可能反映了编码、门诊管理和急性症状掩盖诊断的变化。结论与ad相关的急诊科就诊的合并症正在发生变化,向更模糊的症状和复杂的多病转变。这些研究结果强调需要有痴呆症意识的分诊策略和动态表型工具来改善对认知受损老年人的急诊护理。
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引用次数: 0
Gold standard assessment of delirium severity in patients with dementia: Evaluation of an expert panel adjudication process. 痴呆患者谵妄严重程度的金标准评估:专家小组裁决过程的评估。
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-12 DOI: 10.1177/13872877261422418
Kenneth S Boockvar, Edward R Marcantonio, Catherine C Price, Eran D Metzger, Douglas Tommet, Eva M Schmitt, Cole Heine, Mackenzie Topper, Richard N Jones, Tamara G Fong, Sharon K Inouye

BackgroundPatients with Alzheimer's disease and related dementias (ADRD) have an increased risk for delirium and subsequent complications. Rating delirium severity in the presence of co-occurring dementia is challenging due to overlapping features of delirium and ADRD. The multi-site prospective Better ASsessment of ILlness (BASIL)-II study will develop and validate a new delirium severity instrument for use in patients with and without ADRD.ObjectiveDescribe an expert panel process used to rate delirium severity.MethodsClinical assessors conducted standardized cognitive tests. A separate panel of experts independently reviewed assessors' reports, rated delirium severity using a 0-10 scale, and assigned dementia diagnoses using DSM-5 criteria. Panel agreement was defined using a priori criteria. Cases without agreement after initial review were discussed as a group and re-rated using a modified Delphi approach until achieving consensus.ResultsPatients (N = 488) were on average 79 years old, 58% female, and 75% White. After initial review, 80% of cases were in agreement for delirium severity. Kappa was 0.86 (95% CI, 0.78, 0.82) before expert panel discussion and 0.90 (95%CI, 0.89, 0.92) after consensus. Final delirium severity ratings were no delirium (48%); subsyndromal (22%), mild-moderate (25%), or severe (6%). Disagreement in delirium severity was associated with ADRD (OR 3.02), nursing home setting (2.63), and vision impairment (2.42).ConclusionsThis rigorous process provides confidence that delirium severity can be rated accurately in patients with and without ADRD. We will use this expert panel adjudication to provide the reference standard for validation of a future delirium severity instrument.

背景:阿尔茨海默病及相关痴呆(ADRD)患者谵妄及随后并发症的风险增加。由于谵妄和ADRD的重叠特征,在并发痴呆的情况下评估谵妄的严重程度是具有挑战性的。多位点前瞻性疾病更好评估(BASIL)-II研究将开发和验证一种新的谵妄严重程度仪器,用于有或没有ADRD的患者。目的描述评估谵妄严重程度的专家小组程序。方法临床评估人员进行标准化认知测试。一个独立的专家小组独立审查了评估者的报告,用0-10的等级评定谵妄的严重程度,并使用DSM-5标准分配痴呆诊断。小组协议是使用先验标准来定义的。在初步审查后没有达成一致意见的病例作为一个小组进行讨论,并使用改进的德尔菲法重新评估,直到达成共识。结果488例患者平均年龄79岁,女性占58%,白人占75%。初步审查后,80%的病例谵妄严重程度一致。专家小组讨论前Kappa为0.86 (95%CI, 0.78, 0.82),共识后Kappa为0.90 (95%CI, 0.89, 0.92)。最终谵妄严重程度评分为无谵妄(48%);亚综合征型(22%)、轻中度(25%)或重度(6%)。谵妄严重程度的差异与ADRD (OR 3.02)、养老院环境(OR 2.63)和视力障碍(OR 2.42)相关。结论这一严格的过程为谵妄严重程度的准确评定提供了信心,无论有无ADRD。我们将使用这个专家小组的裁决,为未来谵妄严重程度仪器的验证提供参考标准。
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引用次数: 0
Early detection of Alzheimer's disease based on leveraging multimodal features of the clock drawing test. 基于时钟绘制测试的多模态特征的阿尔茨海默病早期检测
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-12 DOI: 10.1177/13872877261423940
Fengying Yang, Biao Xu, Jiacheng Lin, Donghua Zheng, Shangen Lan, Kexin Luo, Guanci Yang

BackgroundAlthough multi-task handwriting analysis has the potential to improve early detection of Alzheimer's disease (AD), the educational bias inherent in its text-based tasks poses a significant obstacle to its widespread adoption across different regions.ObjectiveUsing the clock drawing test, we aim to design a deep neural network to extract features from static images and process signals to achieve high-precision recognition of early AD.MethodsEarly Detection of Alzheimer's Disease based on Leveraging Multimodal Features of the clock-drawing test (EDADLMF) is proposed. Firstly, to utilize the behavioral features inherent in the clock drawing test task, we propose a Dual Stream Clock Drawing Feature Extraction module,which employs a convolutional neural networks to capture the spatial features of static clock face images, while concurrently employing a multi-layer perceptron to map low-dimensional process signal into a high-dimensional feature space. Furthermore, we propose a Feature Fusion module with the Squeeze-and-Excitation attention mechanism to adaptively enhance key features and fuses complementary information from different modalities. Thirdly, to enhance the model's focus on hard-to-classify samples, a PolyLoss function is introduced to assign greater weights to difficult samples.ResultsComparative experiments on benchmark demonstrated that EDADLMF outperforms the compaired methods on accuracy (92.59%), precision (93.65%), recall (92.65%), and F1-score (92.59%), and the case study indicates that the developed prototype system has well effectiveness.ConclusionsThe clock drawing test, combined with process signals and image data, exhibits better screening accuracy and could serve as a practical alternative to initial MRI scans.

尽管多任务手写分析有可能提高阿尔茨海默病(AD)的早期检测,但其基于文本的任务中固有的教育偏见对其在不同地区的广泛采用构成了重大障碍。目的利用时钟绘制测试,设计深度神经网络从静态图像中提取特征并对信号进行处理,实现对早期AD的高精度识别。方法提出利用多模态特征的时钟绘制试验(EDADLMF)对阿尔茨海默病进行早期检测。首先,为了利用时钟绘制测试任务固有的行为特征,我们提出了一种双流时钟绘制特征提取模块,该模块使用卷积神经网络捕获静态时钟面图像的空间特征,同时使用多层感知器将低维过程信号映射到高维特征空间。此外,我们提出了一个具有挤压和激励注意机制的特征融合模块,以自适应增强关键特征并融合来自不同模式的互补信息。第三,为了增强模型对难分类样本的关注,引入PolyLoss函数对难分类样本赋予更大的权重。结果基准对比实验表明,EDADLMF在正确率(92.59%)、精密度(93.65%)、召回率(92.65%)和f1分数(92.59%)上均优于对比方法,实例研究表明所开发的原型系统具有良好的有效性。结论时钟绘制测试结合过程信号和图像数据,具有更好的筛选准确性,可作为初始MRI扫描的实用替代方案。
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引用次数: 0
Diminished activity-dependent neuroprotective protein (ADNP) contributes to complement gene elevation in Alzheimer's disease. 活性依赖性神经保护蛋白(ADNP)减少有助于阿尔茨海默病补体基因升高。
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-12 DOI: 10.1177/13872877261427770
Yong Ren, Komal Saleem, Prachetas Jai Patel, Young-Ho Lee, Jian Feng, Zhen Yan

BackgroundGene dysregulation is one of the key mechanisms that link pathological abnormalities to cognitive impairment in Alzheimer's disease (AD), the most prevalent neurodegenerative disorder. Our transcriptomic analysis of large-scale postmortem AD human prefrontal cortex (PFC) data revealed that complement genes, a key player in modulating tissue homeostasis and immune surveillance, were prominently upregulated.ObjectiveThe goal of this study is to reveal key transcriptional regulators that contribute to the elevation of complement genes in AD.MethodsTranscriptomic and epigenomic analyses, molecular, biochemical and immunocytochemical assays, and in vivo gene manipulation, were used.ResultsOur epigenomic analysis identified ADNP (activity-dependent neuroprotective protein), a chromatin regulator strongly linked to intellectual disability, as one of the top-ranking transcription factors regulating complement genes. ADNP and its partner HP1γ (Heterochromatin protein 1) were found to be significantly diminished in postmortem AD human PFC. Reduced Adnp expression was also found in PFC of a familial AD mouse model, 5xFAD. Knockdown of Adnp in mice led to the significantly increased levels of complement genes, reminiscent to complement gene elevation in postmortem AD humans and 5xFAD mice. Furthermore, human induced pluripotent stem cell-derived neuronal cultures from AD patients exhibited astrocyte activation, ADNP/HP1γ reduction, and complement gene increase. Manipulation of ADNP levels led to bidirectional changes in complement gene expression.ConclusionsThese data suggest that the diminished ADNP in AD could lead to chromatin dysregulation because of disrupted transcriptional repression, which contributes to the elevation of complement genes. It provides a novel upstream epigenetic modifier for gene dysregulation in AD.

基因失调是将阿尔茨海默病(AD)的病理异常与认知障碍联系起来的关键机制之一,AD是最常见的神经退行性疾病。我们对大规模死后AD人前额叶皮层(PFC)数据的转录组学分析显示,补体基因(调节组织稳态和免疫监视的关键角色)显著上调。目的本研究的目的是揭示AD中补体基因升高的关键转录调控因子。方法采用转录组学和表观基因组学分析,分子、生化和免疫细胞化学分析,以及体内基因操作。结果我们的表观基因组分析发现,与智力残疾密切相关的染色质调节因子ADNP(活性依赖性神经保护蛋白)是调节补体基因的重要转录因子之一。ADNP及其伴侣HP1γ(异染色质蛋白1)在死后AD人PFC中显著减少。家族性AD小鼠模型5xFAD的PFC中也发现ADNP表达减少。在小鼠体内敲低Adnp导致补体基因水平显著升高,与死后AD人和5xFAD小鼠补体基因升高相似。此外,来自AD患者的人诱导多能干细胞来源的神经元培养物表现出星形胶质细胞激活,ADNP/HP1γ减少,补体基因增加。操纵ADNP水平导致补体基因表达的双向变化。结论AD中ADNP的减少可能导致染色质失调,因为转录抑制被破坏,从而导致补体基因的升高。它为AD基因失调提供了一种新的上游表观遗传修饰因子。
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引用次数: 0
Re-tuning the brain: The promise of 40 Hz sensory stimulation in Alzheimer's disease. 重新调整大脑:40赫兹感觉刺激治疗阿尔茨海默病的前景。
IF 3.1 3区 医学 Q2 NEUROSCIENCES Pub Date : 2026-03-12 DOI: 10.1177/13872877261429856
Giorgia Francesca Scaramuzzi, Valerio Manippa, Paolo Taurisano

Growing interest in noninvasive neuromodulation posits 40 Hz sensory stimulation as a potential intervention for Alzheimer's disease. Early studies suggested that 40 Hz visual flicker entrains gamma activity and reduces amyloid pathology; however, later work found either absent entrainment or even increased amyloid burden, revealing strong dependence on disease stage, network integrity, and stimulation parameters. Initial clinical investigations suggest that 40 Hz stimulation is safe, well-tolerated, and capable of modulating cortical network dynamics and improving cognition, despite limited effects on amyloid burden. These findings suggest a shift from molecular pathology to network plasticity as the primary target of gamma stimulation.

对非侵入性神经调节的兴趣日益增加,40hz感觉刺激被认为是阿尔茨海默病的潜在干预手段。早期的研究表明,40赫兹的视觉闪烁携带γ活动并减少淀粉样蛋白病理;然而,后来的研究发现,淀粉样蛋白携带缺失或甚至增加了淀粉样蛋白负担,揭示了对疾病分期、网络完整性和刺激参数的强烈依赖。初步临床研究表明,尽管对淀粉样蛋白负荷的影响有限,但40hz刺激是安全的,耐受性良好,能够调节皮层网络动力学并改善认知。这些发现表明,从分子病理学到网络可塑性作为伽马刺激的主要目标的转变。
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引用次数: 0
期刊
Journal of Alzheimer's Disease
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