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Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring最新文献

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Motor, not cognitive, performance relates to amyloid status in normal older adults. 正常老年人的运动表现与淀粉样蛋白状态有关,而与认知表现无关。
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2026-01-07 eCollection Date: 2026-01-01 DOI: 10.1002/dad2.70237
Amanda Cook Maher, Savannah Rose, Kelly N DuBois, Nicholas M Kanaan, Robert Koeppe, Jordan Bross, Emma Flynn, Yi Lu Murphey, Carol C Persad, Bruno Giordani

Introduction: The National Insitutes of Health Toolbox (NIHTB) measures may be useful for Alzheimer's disease (AD) risk detection. This study investigates whether cognitively normal older adults with and without elevated brain amyloid, an early AD biomarker, differed on NIHTB cognitive and motor subtests and whether inclusion of pTau-217 enhanced this differentiation. Motor measures were of interest based on past research reporting linkages to early AD pathology.

Methods: Data from 112 consensus-diagnosed cognitively normal older adults who completed amyloid-PET imaging, blood draw for pTau217 analysis, and NIHTB Cognition and Motor batteries were analyzed using linear regression.

Results: Amyloid positivity significantly predicted performance on only NIHTB Standing Balance (F(2,86) = 9.90, < 0.001). Inclusion of pTau217 enhanced prediction of Standing Balance (F(4,84) = 5.88, < 0.001) and Walking Endurance (F(4,88) = 9.70, < 0.001) and Dominant-hand Grip Strength (F(2,92) = 51.59, < 0.001).

Discussion: For AD-related detection research, findings support inclusion of NIHTB motor measures, which may prove more sensitive early in the disease course before overt cognitive change.

Highlights: The National Institutes of Health ToolBox motor performance may signal early Alzheimer's disease (AD) risk, even before memory change.Balance performance may be sensitive to early cumulative AD-neuropathology loading.Motor measures should be included in early AD-risk detection batteries.

简介:美国国立卫生研究院工具箱(NIHTB)措施可能对阿尔茨海默病(AD)风险检测有用。这项研究调查了认知正常的老年人,脑淀粉样蛋白(一种早期AD生物标志物)是否升高,在NIHTB认知和运动亚测试中是否存在差异,以及pTau-217是否增强了这种分化。基于过去的研究报告,运动测量与早期AD病理的联系引起了人们的兴趣。方法:采用线性回归分析112例经一致诊断认知正常的老年人的数据,这些老年人完成了淀粉样蛋白- pet成像、pta217抽血分析和NIHTB认知和运动电池。结果:淀粉样蛋白阳性仅能显著预测NIHTB站立平衡的表现(F(2,86) = 9.90, p (4,84) = 5.88, p (4,88) = 9.70, p (2,92) = 51.59, p)讨论:对于ad相关的检测研究,研究结果支持纳入NIHTB运动测量,这可能在明显认知改变之前的病程早期更为敏感。重点:美国国立卫生研究院工具箱的运动表现可能预示着早期阿尔茨海默病(AD)的风险,甚至在记忆改变之前。平衡表现可能对早期累积ad神经病理负荷敏感。早期ad风险检测电池中应包括电机措施。
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引用次数: 0
The relationship between cognitive screeners and everyday functioning in amyloid-positive participants from the Amsterdam Dementia Cohort. 阿姆斯特丹痴呆队列中淀粉样蛋白阳性参与者的认知筛查与日常功能之间的关系。
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2026-01-04 eCollection Date: 2026-01-01 DOI: 10.1002/dad2.70233
Angela van der Putten-Toorenburg, Elke Butterbrod, Benjamin D Schalet, Pieter J van der Veere, Mukrabe E Tewolde, Merel C Postema, Elsmarieke van de Giessen, Charlotte E Teunissen, Argonde C van Harten, Wiesje M van der Flier, Sietske A M Sikkes

Introduction: We explored the relationship between cognitive screening outcomes and everyday functioning in Alzheimer's disease (AD).

Methods: A total of 1228 amyloid-positive participants were included from the Amsterdam Dementia Cohort. Multiple linear regression analyses assessed the relationship between Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), and everyday functioning (Amsterdam Instrumental Activities of Daily Living Questionnaire [A-IADL-Q-30]). To link cognitive screeners to functional impairment, we described difficulties across A-IADL-Q-30 items by MMSE and MoCA quartiles.

Results: Both MMSE (B = 0.96, 95% confidence interval [CI]0.87-1.04) and MoCA (B = 0.79, 95% CI 0.68-0.89) were associated with A-IADL-Q-30. In the lowest MMSE (0-20) and MoCA (0-16) quartiles, filling in forms (both 96%) and managing the household budget (95%-93%) were mostly affected, whereas working (74%) and using a computer (52%-50%) were primarily affected in the highest quartiles (MMSE 28-30/MoCA 25-30).

Discussion: In amyloid-positive participants, the association between cognition and daily functioning was moderate, reinforcing the importance of assessing both constructs in disease monitoring.

Highlights: Cognitive screening tools were moderately associated with daily functioning.Difficulties in complex daily tasks were present in the higher cognitive performance quartiles.Findings suggest that combining cognition and function is required for disease monitoring.

前言:我们探讨了阿尔茨海默病(AD)认知筛查结果与日常功能之间的关系。方法:从阿姆斯特丹痴呆队列中共纳入1228例淀粉样蛋白阳性参与者。多元线性回归分析评估了迷你精神状态检查(MMSE)、蒙特利尔认知评估(MoCA)与日常功能(阿姆斯特丹日常生活工具性活动问卷[A-IADL-Q-30])之间的关系。为了将认知筛查与功能障碍联系起来,我们通过MMSE和MoCA四分位数描述了A-IADL-Q-30项目的困难。结果:MMSE (B = 0.96, 95%可信区间[CI]0.87-1.04)和MoCA (B = 0.79, 95% CI 0.68-0.89)均与A-IADL-Q-30相关。在最低MMSE(0-20)和MoCA(0-16)四分位数中,填写表格(均为96%)和管理家庭预算(95%-93%)受到的影响最大,而在最高四分位数(MMSE 28-30/MoCA 25-30)中,工作(74%)和使用电脑(52%-50%)主要受到影响。讨论:在淀粉样蛋白阳性的参与者中,认知和日常功能之间的关联是中等的,这加强了在疾病监测中评估这两种结构的重要性。重点:认知筛查工具与日常功能适度相关。在复杂的日常任务中存在困难的认知表现较高的四分位数。研究结果表明,疾病监测需要将认知和功能结合起来。
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引用次数: 0
Increased transmembrane protein 119 (TMEM119) levels in the cerebrospinal fluid of patients with mild cognitive impairment due to Alzheimer's disease suggest early microglial involvement. 阿尔茨海默病引起的轻度认知障碍患者脑脊液中跨膜蛋白119 (TMEM119)水平升高提示早期小胶质细胞受损伤。
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-31 eCollection Date: 2026-01-01 DOI: 10.1002/dad2.70240
Paula Klassen, Christoforos Alexudis, Veronika Klose, Nerea Gómez de San José, André Huss, Franziska Bachhuber, Önder Soylu, Badrieh Fazeli, Deborah Erhart, Mona Laible, Sarah Anderl-Straub, Sarah Jesse, Markus Otto, Albert C Ludolph, Hayrettin Tumani, Steffen Halbgebauer

Introduction: We aimed to evaluate the potential of the microglial marker transmembrane protein 119 (TMEM119) in the cerebrospinal fluid (CSF) as a (differential) diagnostic biomarker for neurodegenerative diseases.

Methods: Following assay validation, we used enzyme-linked immunosorbent assay to measure CSF TMEM119 in 174 patients from six diagnostic groups: Alzheimer's disease (AD, = 35), amyotrophic lateral sclerosis (ALS, = 33), cerebral microangiopathy (CM, = 25), frontotemporal lobar degeneration (FTLD, = 28), Lewy body diseases (= 21), and non-neurodegenerative controls (= 33).

Results: CSF TMEM119 levels were elevated in the AD group compared to the control (= 0.004), CM (= 0.005), and FTLD (= 0.023) groups. Levels were higher in both mild cognitive impairment (MCI-AD) and dementia (ADD) subgroups when compared to controls. For the discrimination of AD from controls, the area under the curve (AUC) was 0.78.

Discussion: Our results indicate that CSF TMEM119 may have potential as a biomarker representing microglial involvement in early and later stages of AD.

Highlights: Elevated levels of TMEM119 were observed in the CSF of patients with AD.Increased CSF TMEM119 was seen in MCI-AD patients compared to controls.Elevated levels in MCI-AD underscore early microglial involvement in AD.In the AD group, an association was found between CSF TMEM119 and CSF total tau.CSF TMEM119 may provide valuable information on neuroinflammation.

简介:我们旨在评估脑脊液(CSF)中小胶质标志物跨膜蛋白119 (TMEM119)作为神经退行性疾病(鉴别)诊断生物标志物的潜力。方法:在实验验证后,我们使用酶联免疫吸收法检测了来自6个诊断组的174例患者的脑脊液TMEM119:阿尔茨海默病(AD, n = 35)、肌萎缩侧索硬化症(ALS, n = 33)、脑微血管病(CM, n = 25)、额颞叶变性(FTLD, n = 28)、路易斯体病(n = 21)和非神经退行性对照(n = 33)。结果:AD组脑脊液TMEM119水平高于对照组(p = 0.004)、CM组(p = 0.005)和FTLD组(p = 0.023)。与对照组相比,轻度认知障碍(MCI-AD)和痴呆(ADD)亚组的水平都较高。对于AD与对照的鉴别,曲线下面积(AUC)为0.78。讨论:我们的研究结果表明,CSF TMEM119可能有潜力作为阿尔茨海默病早期和晚期小胶质细胞参与的生物标志物。重点:在AD患者的脑脊液中观察到TMEM119水平升高。与对照组相比,MCI-AD患者CSF TMEM119升高。MCI-AD水平升高强调了阿尔茨海默病的早期小胶质细胞参与。在AD组中,脑脊液TMEM119和脑脊液总tau之间存在关联。CSF TMEM119可能为神经炎症提供有价值的信息。
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引用次数: 0
Eye tracking as a diagnostic tool in Alzheimer's disease, mild cognitive impairment, and related dementias: a systematic review. 眼动追踪作为阿尔茨海默病、轻度认知障碍和相关痴呆的诊断工具:系统综述
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-30 eCollection Date: 2026-01-01 DOI: 10.1002/dad2.70238
Gustavo Luis Verón, Gustavo Ezequiel Juantorena, Greta Keller, Lucía Crivelli, Juan Esteban Kamienkowski

Alzheimer's disease (AD) pathology begins years before symptoms emerge, making early detection essential. Eye tracking offers a rapid, non-invasive means of identifying early cognitive decline through oculomotor disturbances. This Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)- and Population, Intervention, Comparison, and Outcome (PICO)-guided systematic review evaluated studies from PubMed, ACM Digital Library, and Google Scholar on eye tracking in mild cognitive impairment (MCI), AD, and related dementias. Seventy-one studies met the inclusion criteria. Antisaccade tasks consistently distinguished AD and MCI from healthy controls, with impaired accuracy, longer latencies, and reduced gain. Non-saccadic paradigms (e.g., visual search, free viewing) indicated diminished exploratory behavior in AD, with mixed findings in MCI. A major limitation was the lack of cohorts defined by current biological criteria, hindering clinical translation. In a subset, classical machine-learning (ML) models and deep neural networks reported accuracies of 0.72 to 0.97. Overall, antisaccade tasks show strong promise for early AD screening; future work should adopt biologically defined cohorts and scalable, accessible eye-tracking technologies.

Highlights: Antisaccade tasks best distinguish AD and MCI from HCs.Visual search/free-view tasks showed diminished exploratory behavior in AD.Most studies lack biomarker-based AD criteria, creating a major research gap.

阿尔茨海默病(AD)的病理在症状出现前几年就开始了,因此早期发现至关重要。眼动追踪提供了一种快速、非侵入性的方法,通过眼动障碍来识别早期认知能力下降。本系统评价和荟萃分析首选报告项目(PRISMA)和人口、干预、比较和结果(PICO)指导的系统评价评估了PubMed、ACM数字图书馆和谷歌Scholar关于轻度认知障碍(MCI)、AD和相关痴呆的眼动追踪研究。71项研究符合纳入标准。抗扫视任务始终将AD和MCI与健康对照区分开来,其准确性受损、延迟时间延长和增益降低。非跳眼范式(如视觉搜索、自由观看)表明AD患者探索性行为减少,MCI患者则有不同的结果。一个主要的限制是缺乏当前生物学标准定义的队列,阻碍了临床翻译。在一个子集中,经典机器学习(ML)模型和深度神经网络报告的准确率为0.72至0.97。总的来说,抗扫视任务显示出早期AD筛查的强大前景;未来的工作应该采用生物学定义的队列和可扩展的、可访问的眼球追踪技术。亮点:反扫视任务是区分AD和MCI与hc的最佳方法。视觉搜索/自由视图任务显示AD患者的探索行为减少。大多数研究缺乏基于生物标志物的AD标准,造成了重大的研究空白。
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引用次数: 0
Prevalence and predictors of diagnosed mild cognitive impairment among Medicare beneficiaries. 在医疗保险受益人中诊断轻度认知障碍的患病率和预测因素。
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-29 eCollection Date: 2026-01-01 DOI: 10.1002/dad2.70212
Elyse Couch, Munachimso Ugoh, Lauren Thomas, Emmanuelle Belanger

Introduction: Mild cognitive impairment (MCI) is a known risk factor for dementia and presents an opportunity for early engagement in preventative strategies, treatment, and advanced planning. However, little is known about MCI diagnosis rates among Medicare beneficiaries.

Methods: Using data from the 2014 to 2022 rounds of the National Health and Aging Trends Study (NHATS) linked with Medicare claims data, we identified the proportion of beneficiaries with symptoms of MCI, as defined by an NHATS algorithm, who received a diagnosis according to International Classification of Diseases codes. Univariate and multivariate logistic regressions were used to identify predictors of diagnosed MCI.

Results: Of beneficiaries identified by the NHATS algorithm, 10.6% had a recorded diagnosis of MCI. Odds of diagnosis were higher among women and beneficiaries with a bachelor's degree or higher, and lower among beneficiaries who attended doctor visits alone.

Discussion: Targeted initiatives are needed to increase MCI diagnosis rates, particularly in the era of novel diagnostic tests and therapies.

Highlights: We linked National Health and Aging Trends Study data to Medicare claims to identify the prevalence of diagnosed mild cognitive impairment (MCI).We identified 10.6% of Medicare beneficiaries with symptoms of MCI who have a diagnosis.Women and people with a bachelor's degree were more likely to have an MCI diagnosis.People who visited the doctor alone were less likely to have an MCI diagnosis.

轻度认知障碍(MCI)是痴呆症的已知危险因素,为早期参与预防策略、治疗和高级规划提供了机会。然而,对于医疗保险受益人的MCI诊断率知之甚少。方法:使用2014年至2022年国家健康与老龄化趋势研究(NHATS)与医疗保险索赔数据相关的数据,我们确定了根据国际疾病分类代码接受诊断的具有NHATS算法定义的MCI症状的受益人比例。采用单因素和多因素logistic回归来确定诊断轻度认知障碍的预测因素。结果:在NHATS算法确定的受益人中,10.6%的人有MCI诊断记录。女性和拥有学士或更高学位的受益人的诊断几率更高,而单独去看医生的受益人的诊断几率更低。讨论:需要有针对性的举措来提高轻度认知障碍的诊断率,特别是在新的诊断测试和治疗的时代。重点:我们将国家健康和老龄化趋势研究数据与医疗保险索赔联系起来,以确定诊断为轻度认知障碍(MCI)的患病率。我们确定10.6%的有轻度认知障碍症状的医疗保险受益人被诊断为轻度认知障碍。女性和拥有学士学位的人更有可能被诊断为轻度认知障碍。单独去看医生的人被诊断为轻度认知障碍的可能性更小。
{"title":"Prevalence and predictors of diagnosed mild cognitive impairment among Medicare beneficiaries.","authors":"Elyse Couch, Munachimso Ugoh, Lauren Thomas, Emmanuelle Belanger","doi":"10.1002/dad2.70212","DOIUrl":"10.1002/dad2.70212","url":null,"abstract":"<p><strong>Introduction: </strong>Mild cognitive impairment (MCI) is a known risk factor for dementia and presents an opportunity for early engagement in preventative strategies, treatment, and advanced planning. However, little is known about MCI diagnosis rates among Medicare beneficiaries.</p><p><strong>Methods: </strong>Using data from the 2014 to 2022 rounds of the National Health and Aging Trends Study (NHATS) linked with Medicare claims data, we identified the proportion of beneficiaries with symptoms of MCI, as defined by an NHATS algorithm, who received a diagnosis according to International Classification of Diseases codes. Univariate and multivariate logistic regressions were used to identify predictors of diagnosed MCI.</p><p><strong>Results: </strong>Of beneficiaries identified by the NHATS algorithm, 10.6% had a recorded diagnosis of MCI. Odds of diagnosis were higher among women and beneficiaries with a bachelor's degree or higher, and lower among beneficiaries who attended doctor visits alone.</p><p><strong>Discussion: </strong>Targeted initiatives are needed to increase MCI diagnosis rates, particularly in the era of novel diagnostic tests and therapies.</p><p><strong>Highlights: </strong>We linked National Health and Aging Trends Study data to Medicare claims to identify the prevalence of diagnosed mild cognitive impairment (MCI).We identified 10.6% of Medicare beneficiaries with symptoms of MCI who have a diagnosis.Women and people with a bachelor's degree were more likely to have an MCI diagnosis.People who visited the doctor alone were less likely to have an MCI diagnosis.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"18 1","pages":"e70212"},"PeriodicalIF":4.4,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12746468/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145866426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of APOE ε4 on cognition in Brazilians with type 2 diabetes: exploring ethnicity effects. APOE ε4对巴西2型糖尿病患者认知的影响:探讨种族效应
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-22 eCollection Date: 2025-10-01 DOI: 10.1002/dad2.70231
Rafael Lara Nohmi, Mozania Reis de Matos, Sueli Mieko Oba-Shinjo, Bruno Fukelmann Guedes, Paula Rodrigues Sola, Miyuki Uno, Marisa Passarelli, Sonia Maria Dozzi Brucki, Michal Schnaider Beeri, Sharon Sanz Simon, Maria Lucia Correa-Giannella, Suely Kazue Nagahashi Marie

Introduction: Type 2 diabetes (T2D) is associated with cognitive decline, but the role of APOE ε4 - a known Alzheimer's risk allele - in cognition among admixed populations with T2D remains unclear.

Methods: We analyzed 883 Brazilian adults with T2D (median age 68 years) from primary care, excluding those with dementia. Cognitive function was assessed using Mini-Mental State Examination (MMSE), and APOE genotypes were determined. MMSE errors were modeled using negative binomial regression.

Results: APOE alleles showed no association with MMSE errors overall. Older age and self-reported Black/Brown race predicted more errors, whereas higher education and physical activity predicted fewer. Sensitivity analyses indicated a possible inverse association between APOE ε4 and MMSE errors among self-reported Black/Brown participants.

Discussion: APOE ε4 was not associated with cognition in this cohort. The suggestive protective effect observed in Black/Brown participants should be considered hypothesis-generating, underscoring the need for further research in admixed populations with T2D.

Highlights: APOE ε4 was not linked to cognitive errors in the full T2D Brazilian cohort.Trend toward fewer MMSE errors among self-reported Black/Brown APOE ε4 carriers.Higher education, physical activity, and BMI were protective against MMSE errors.Black/Brown race and older age were associated with more MMSE errors.Results support multifactorial assessment and more studies in admixed T2D populations.

2型糖尿病(T2D)与认知能力下降有关,但APOE ε4(一种已知的阿尔茨海默病风险等位基因)在T2D混合人群认知能力中的作用尚不清楚。方法:我们分析了来自初级保健的883名巴西成年T2D患者(中位年龄68岁),不包括痴呆患者。采用简易精神状态检查(MMSE)评估认知功能,并确定APOE基因型。MMSE误差采用负二项回归建模。结果:APOE等位基因与MMSE误差总体上没有关联。年龄较大和自我报告的黑人/棕色人种预测的错误更多,而高等教育和体育锻炼预测的错误更少。敏感性分析表明,APOE ε4与自我报告的黑人/棕色人种参与者的MMSE误差之间可能存在负相关。讨论:APOE ε4在该队列中与认知无关。在黑人/棕色人种中观察到的保护性作用应该被认为是假设产生的,强调了对T2D混合人群进行进一步研究的必要性。重点:APOE ε4与巴西T2D患者的认知错误无关。黑人/棕色APOE ε4携带者的MMSE误差减少趋势高等教育、体育活动和BMI对MMSE误差有保护作用。黑人/棕色人种和年龄较大与更多的MMSE错误相关。结果支持多因素评估和更多的研究混合T2D人群。
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引用次数: 0
The association between multiple long-term conditions and dementia: A UK cohort study. 多种长期疾病与痴呆之间的关系:一项英国队列研究
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-15 eCollection Date: 2025-10-01 DOI: 10.1002/dad2.70230
Hilary Shepherd, Adam Todd, David R Sinclair, Charlotte L Richardson, Fiona E Matthews, Andrew Kingston

Introduction: Studies examining the risk of dementia in people with multimorbidity are commonly conducted in research cohorts or outside the UK. Multimorbidity has historically been associated with aging, but recent research suggests that more than half of incidence cases occur in adults < 50.

Methods: Using UK primary care data, adjusted Cox regressions and competing risk of death models were used to determine risk of dementia in people with multimorbidity overall and by body system.

Results: People with multimorbidity had a greater risk of dementia that those without multimorbidity (hazard ratio [HR] = 4.01, 95% confidence interval [CI] 3.94-4.07). Among people with multimorbidity, the risk was highest for those when a neurological condition was included (HR = 2.19, 95% CI 2.15-2.23).

Discussion: Managing multimorbidity, particularly neurological conditions, is key and could delay or reduce the risk of dementia.

Highlights: People with multimorbidity experienced a greater risk of dementia than those without.Neurological multimorbidity presented the highest risk of dementia.Risk of dementia increased progressively with younger-onset multimorbidity.Preventing or managing multimorbidity effectively could reduce or delay dementia.

简介:研究检查痴呆风险的人与多病通常在研究队列或英国以外进行。多病历来与衰老有关,但最近的研究表明,超过一半的发病率发生在50岁以下的成年人中。方法:利用英国初级保健数据,采用调整后的Cox回归和竞争死亡风险模型来确定总体和身体系统多重疾病患者的痴呆风险。结果:多发病人群发生痴呆的风险高于无多发病人群(风险比[HR] = 4.01, 95%可信区间[CI] 3.94-4.07)。在多病人群中,当包括神经系统疾病时,风险最高(HR = 2.19, 95% CI 2.15-2.23)。讨论:控制多重疾病,特别是神经系统疾病,是关键,可以延迟或减少痴呆症的风险。重点:多病人群患痴呆的风险高于无病人群。神经系统多病是痴呆的最高风险。痴呆的风险随着发病年龄的增加而逐渐增加。有效预防或管理多重发病可以减少或延缓痴呆。
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引用次数: 0
Long-term Alzheimer's disease mortality prediction in adults aged ≥60 years: A prospective cohort study benchmarking survival machine learning algorithms. ≥60岁成人阿尔茨海默病长期死亡率预测:一项对生存机器学习算法进行基准的前瞻性队列研究
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-15 eCollection Date: 2025-10-01 DOI: 10.1002/dad2.70229
Xiaoping Huang, Yue Xu, Ruitong Liao, Qingya Zhao, Xiaogang Lv, Qi Liu, Liuqing Li, Qianqian Ji, Dechao Tian, Yunzhang Wang, Yiqiang Zhan

Introduction: Accurate risk stratification for long-term Alzheimer's disease (AD)-specific mortality remains limited.

Methods: We analyzed data from 5,149 adults aged ≥60 years in NHANES III (1988-1994), with 116 baseline variables and mortality follow-up through 2019 via the National Death Index. Ten survival machine learning (ML) models were benchmarked. Predictive performance was assessed using Harrell's concordance index (C-index).

Results: Over a median follow-up of 12.1 years for survivors and 17.8 years for decedents, Lasso (C-index = 0.76, 95% CI: 0.72-0.80) and Extreme Gradient Boosting (C-index = 0.76, 95% CI: 0.73-0.79) achieved the highest accuracy. Feature importance analyses revealed novel predictors of AD mortality. Models using fewer than 20 variables retained acceptable performance (C-index > 0.70).

Conclusion: Survival ML models effectively predict long-term AD-specific mortality using routine clinical data. Their interpretability, scalability, and capacity to identify novel risk factors support integration into geriatric risk assessment frameworks.

Highlights: We benchmarked 10 survival machine learning (ML) algorithms using 116 clinical variables to predict long-term Alzheimer's disease (AD)-specific mortality.Feature importance analysis identified novel non-imaging clinical predictors, including arm circumference, self-rated physical activity, and alcohol consumption.This work highlights the underused potential of routine clinical data for AD mortality prediction and underscores the need for interpretable, population-based ML applications.

长期阿尔茨海默病(AD)特异性死亡率的准确风险分层仍然有限。方法:我们分析了NHANES III(1988-1994)中5149名年龄≥60岁的成年人的数据,包括116个基线变量和通过国家死亡指数到2019年的死亡率随访。对10个生存机器学习(ML)模型进行了基准测试。采用Harrell’s concordance index (C-index)评价预测效果。结果:幸存者中位随访12.1年,死者中位随访17.8年,Lasso (C-index = 0.76, 95% CI: 0.72-0.80)和Extreme Gradient Boosting (C-index = 0.76, 95% CI: 0.73-0.79)获得了最高的准确性。特征重要性分析揭示了新的阿尔茨海默病死亡率预测因子。使用少于20个变量的模型保持了可接受的性能(C-index > 0.70)。结论:生存ML模型利用常规临床数据有效预测ad特异性长期死亡率。它们的可解释性、可扩展性和识别新风险因素的能力支持整合到老年风险评估框架中。重点:我们使用116个临床变量对10种生存机器学习(ML)算法进行基准测试,以预测阿尔茨海默病(AD)特异性的长期死亡率。特征重要性分析确定了新的非影像学临床预测因子,包括臂围、自评体力活动和饮酒。这项工作强调了常规临床数据对阿尔茨海默病死亡率预测的潜力未被充分利用,并强调了可解释的、基于人群的ML应用的必要性。
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引用次数: 0
The Rapid Naming Test: Neuroanatomical validity and clinical utility. 快速命名测试:神经解剖学的有效性和临床应用。
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-13 eCollection Date: 2025-10-01 DOI: 10.1002/dad2.70216
Kelly J Atkins, Samhita Katteri, Alexandra J Weigand, Jordan Stiver, Leslie S Gaynor, Elena Tsoy, Sabrina J Erlhoff, Katherine Rankin, Maria Luisa Mandelli, Maria Luisa Gorno-Tempini, Joel H Kramer, Katherine L Possin

Introduction: The Rapid Naming Test (RNT) is a tablet-administered confrontation naming task. We evaluated its concurrent validity, neuroanatomical correlates, sensitivity to cognitive impairment, and discriminant validity across neurodegenerative syndromes.

Methods: We compared RNT performance of 263 healthy adults (mean [SD] age = 73.6 [9.3]; 60.5% female) and 185 people with neurodegenerative syndromes (mean [SD] age = 68.3 [9.0]; 38.9% female), including primary progressive aphasias (PPA). RNT performance were correlated with traditional cognitive test performance and with regional gray matter volumes using voxel-based morphometry.

Results: RNT performance was associated with language, memory, executive function, and processing speed (p < 0.05), as well as with gray matter volume in the left insula, temporal pole, fusiform gyrus, and the inferior and middle temporal gyri. The RNT was sensitive to cognitive impairment (AUC = 0.90, 95% CI 0.87-0.93), with the greatest impairments in people with logopenic and semantic variant PPA.

Discussion: The RNT is sensitive to cognitive impairment and associated with brain regions involved in language and cognitive control, with left hemisphere predominance.

Highlights: The Rapid Naming Test (RNT) is a 1-min tablet-based confrontation naming task.The pattern of performance across clinical cohorts supports the construct validity of the RNT.RNT performance was associated with gray matter volumes in regions important for object recognition and semantic knowledge.Age adjusted norms of the RNT were sensitive to mild cognitive impairment.

简介:快速命名测试(RNT)是一个片剂管理的对抗命名任务。我们评估了它的并发效度、神经解剖学相关性、对认知障碍的敏感性和跨神经退行性综合征的判别效度。方法:我们比较了263名健康成人(平均[SD]年龄= 73.6[9.3];60.5%为女性)和185名神经退行性综合征患者(平均[SD]年龄= 68.3[9.0];38.9%为女性)的RNT表现,包括原发性进行性失语(PPA)。RNT的表现与传统的认知测试表现和基于体素的形态测量法的区域灰质体积相关。结果:RNT的表现与语言、记忆、执行功能和处理速度有关(p讨论:RNT对认知障碍很敏感,并且与涉及语言和认知控制的大脑区域有关,以左半球为主。亮点:快速命名测试(RNT)是一个1分钟的基于平板电脑的对抗命名任务。跨临床队列的表现模式支持RNT的结构效度。RNT的表现与物体识别和语义知识重要区域的灰质体积有关。年龄调整后的RNT标准对轻度认知障碍敏感。
{"title":"The Rapid Naming Test: Neuroanatomical validity and clinical utility.","authors":"Kelly J Atkins, Samhita Katteri, Alexandra J Weigand, Jordan Stiver, Leslie S Gaynor, Elena Tsoy, Sabrina J Erlhoff, Katherine Rankin, Maria Luisa Mandelli, Maria Luisa Gorno-Tempini, Joel H Kramer, Katherine L Possin","doi":"10.1002/dad2.70216","DOIUrl":"10.1002/dad2.70216","url":null,"abstract":"<p><strong>Introduction: </strong>The Rapid Naming Test (RNT) is a tablet-administered confrontation naming task. We evaluated its concurrent validity, neuroanatomical correlates, sensitivity to cognitive impairment, and discriminant validity across neurodegenerative syndromes.</p><p><strong>Methods: </strong>We compared RNT performance of 263 healthy adults (mean [SD] age = 73.6 [9.3]; 60.5% female) and 185 people with neurodegenerative syndromes (mean [SD] age = 68.3 [9.0]; 38.9% female), including primary progressive aphasias (PPA). RNT performance were correlated with traditional cognitive test performance and with regional gray matter volumes using voxel-based morphometry.</p><p><strong>Results: </strong>RNT performance was associated with language, memory, executive function, and processing speed (<i>p</i> < 0.05), as well as with gray matter volume in the left insula, temporal pole, fusiform gyrus, and the inferior and middle temporal gyri. The RNT was sensitive to cognitive impairment (AUC = 0.90, 95% CI 0.87-0.93), with the greatest impairments in people with logopenic and semantic variant PPA.</p><p><strong>Discussion: </strong>The RNT is sensitive to cognitive impairment and associated with brain regions involved in language and cognitive control, with left hemisphere predominance.</p><p><strong>Highlights: </strong>The Rapid Naming Test (RNT) is a 1-min tablet-based confrontation naming task.The pattern of performance across clinical cohorts supports the construct validity of the RNT.RNT performance was associated with gray matter volumes in regions important for object recognition and semantic knowledge.Age adjusted norms of the RNT were sensitive to mild cognitive impairment.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 4","pages":"e70216"},"PeriodicalIF":4.4,"publicationDate":"2025-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12701363/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145758275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data-driven neuropsychological phenotypes in the Baltimore Longitudinal Study of Aging. 巴尔的摩衰老纵向研究中数据驱动的神经心理学表型。
IF 4.4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-13 eCollection Date: 2025-10-01 DOI: 10.1002/dad2.70220
Caitlin M Terao, Fareshte Erani, Alexandra J Weigand, Alden L Gross, Emily C Edmonds, Katherine J Bangen, Yang An, Keenan A Walker, Susan M Resnick, Kelsey R Thomas

Introduction: This study aimed to identify phenotypes of subtle variation in multidomain cognitive performance and examine their longitudinal associations with Alzheimer's disease and related dementias (AD/ADRD) biomarkers and cognitive outcomes.

Methods: Among 1192 cognitively unimpaired (CU) older adults from the Baltimore Longitudinal Study of Aging, latent profile analysis (LPA) identified phenotypes based on baseline patterns of neuropsychological test performance. Mixed-effects and Cox models examined longitudinal differences in cognitive status and AD/ADRD biomarkers (phosphorylated tau-181 [pTau181], amyloid-beta 42/40 ratio [Aβ42/Aβ40], neurofilament light [NfL], and glial fibrillary acidic protein [GFAP]) across phenotypes.

Results: LPA identified the following cognitive phenotypes: Overall Low Average, Dysexecutive (= 112); Overall Average, Low Memory (= 284); Overall Average, High Memory (= 449); High Executive, Relatively Low Memory (= 214); and Overall High Performing (= 133). Phenotypes differed in longitudinal rates of cognitive decline and increases in NfL.

Discussion: Subtle variations in neuropsychological performance among CU older adults have implications for long-term cognitive health and may help inform Alzheimer's disease and related dementias diagnosis and disease monitoring.

Highlights: Significant cognitive heterogeneity exists in CU older adults.LPA identified phenotypes based on cognitive performance.Personality and psychosocial characteristics differed by cognitive phenotype.Cognition over time and risk of cognitive impairment differed by cognitive phenotypes.The phenotype with greatest executive dysfunction had the fastest increase in NfL.

本研究旨在确定多领域认知表现微妙变化的表型,并研究其与阿尔茨海默病和相关痴呆(AD/ADRD)生物标志物和认知结果的纵向关联。方法:在巴尔的摩老龄化纵向研究的1192名认知未受损(CU)老年人中,基于神经心理测试表现的基线模式,潜在剖面分析(LPA)确定了表型。混合效应和Cox模型研究了认知状态和AD/ADRD生物标志物(磷酸化tau-181 [pTau181],淀粉样蛋白- β 42/40比值[a - β42/ a - β40],神经丝光[NfL]和胶质纤维酸性蛋白[GFAP])在不同表型中的纵向差异。结果:LPA鉴定出以下认知表型:总体平均水平低,执行障碍(n = 112);总体平均,低记忆(n = 284);总体平均,高内存(n = 449);执行力高,内存相对较低(n = 214);和整体高绩效(n = 133)。表型在纵向认知能力下降率和NfL增加率上存在差异。讨论:CU老年人神经心理表现的微妙变化对长期认知健康有影响,可能有助于阿尔茨海默病和相关痴呆的诊断和疾病监测。重点:CU老年人存在显著的认知异质性。LPA根据认知表现确定表型。人格和社会心理特征因认知表型而异。认知随时间的推移和认知障碍的风险因认知表型而异。执行功能障碍最大的表型在NfL中增加最快。
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引用次数: 0
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Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring
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