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Single-cell analysis reveals neuroprotective histone deacetylase inhibitor pathways 单细胞分析揭示了神经保护组蛋白去乙酰化酶抑制剂途径。
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-03 DOI: 10.1002/alz.71108
Madeline Peyton, Nur Jury-Garfe, Jiahui Liu, Caleb Beimfohr, Chitra Sunil, Steven Brooks, Pengyue Zhang, Sean D. McCabe, Timothy I. Richardson, Kun Huang, Cristian A. Lasagna-Reeves, Jie Zhang, Travis S. Johnson

INTRODUCTION

Alzheimer's disease (AD) involves β-amyloid (Aβ) accumulation, tau pathology, and neuroinflammation, driving cognitive decline. Despite extensive research, disease-modifying therapies remain elusive. We integrated single-cell RNA sequencing (scRNA-seq), spatial transcriptomics, and in vitro validation to identify repurposable drugs for AD1.

METHODS

Computational drug repurposing was performed using cell-type-specific analysis of scRNA-seq datasets from AD cortical regions. Trichostatin-A (TSA) effects were validated in human induced pluripotent stem cells (iPSC) -derived cortical neurons exposed to Aβ oligomers. Cross-dataset integration identified convergent therapeutic targets.

RESULTS

TSA emerged as the top candidate, protecting neurons from Aβ toxicity and preserving synaptic integrity. DISC1 (Disrupted-In-Schizophrenia 1) was uniquely upregulated across TSA-treated neurons, AD-associated neuronal subpopulations, and protective microglial subtypes.

DISCUSSION

DISC1 represents a convergent therapeutic target for AD, mediating TSA's neuroprotective effects through pathways regulating GSK3β, mitochondrial transport, and synaptic plasticity, providing a mechanistic framework for developing AD therapeutics.

阿尔茨海默病(AD)涉及β-淀粉样蛋白(Aβ)积累,tau病理和神经炎症,导致认知能力下降。尽管进行了广泛的研究,但改善疾病的疗法仍然难以捉摸。我们整合了单细胞RNA测序(scRNA-seq)、空间转录组学和体外验证来鉴定可重复使用的AD1药物。方法:通过对来自AD皮质区域的scRNA-seq数据集进行细胞类型特异性分析,进行计算药物再利用。在暴露于Aβ低聚物的人诱导多能干细胞(iPSC)来源的皮质神经元中,证实了曲丝他丁- a (TSA)的作用。跨数据集集成确定了收敛治疗靶点。结果:TSA在保护神经元免受Aβ毒性和保持突触完整性方面成为首选。在tsa处理的神经元、ad相关的神经元亚群和保护性小胶质细胞亚型中,DISC1(精神分裂症中中断的1)是唯一上调的。讨论:DISC1是AD的会聚治疗靶点,通过调节GSK3β、线粒体运输和突触可塑性的途径介导TSA的神经保护作用,为开发AD治疗方法提供了机制框架。
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引用次数: 0
Distinct alterations of adiponectin, fibroblast growth factor 21 (FGF-21), and insulin-like growth factor binding protein 2 (IGFBP-2) link dysmetabolism with cognitive decline across the Alzheimer's disease spectrum 脂联素、成纤维细胞生长因子21 (FGF-21)和胰岛素样生长因子结合蛋白2 (IGFBP-2)的明显改变与阿尔茨海默病谱系中的代谢障碍与认知能力下降有关。
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-03 DOI: 10.1002/alz.71097
Caroline Dallaire-Théroux, Helena L. Denis, Rosalie Cottez, Cyntia Tremblay, Amélie Provencher, Josue Valentin-Escalera, Manon Leclerc, Andreanne Loiselle, Marine Tournissac, Olivier Potvin, Sylvie Belleville, Anne Gangloff, Frederic Picard, Henrik Zetterberg, Consortium for the Early Identification of Alzheimer's Disease – Quebec (CIMA-Q), Frédéric Calon

INTRODUCTION

Metabolic disorders are risk factors for Alzheimer's disease (AD), although underlying mechanisms remain unclear. We investigated the relationship between peripheral metabolic markers – adiponectin, fibroblast growth factor 21 (FGF-21), and insulin-like growth factor binding protein 2 (IGFBP-2) – and AD.

METHODS

Participants with subjective cognitive decline (SCD), mild cognitive impairment (MCI), AD, and cognitively healthy (CH) controls were from the Consortium for the Early Identification of Alzheimer's Disease–Quebec cohort (n = 287). Serum adiponectin, FGF-21, and IGFBP-2 concentrations were measured, compared between groups, and assessed for associations with clinical, cognitive, biochemical, and magnetic resonance imaging (MRI) data.

RESULTS

Metabolic dysfunction was linked to lower adiponectin and IGFBP-2, but higher FGF-21. Both FGF-21 and IGFBP-2 increased with age and were inversely associated with cognitive performance. IGFBP-2 was elevated at SCD stage and correlated with plasma tau phosphorylated at threonine 181 and amygdala atrophy. Adiponectin was unrelated to cognition.

DISCUSSION

These findings suggest that IGFBP-2 and, to a lesser extent, FGF-21 may serve as early biomarkers of cognitive impairment, reflecting intricate links between peripheral dysmetabolism and AD.

导语:代谢紊乱是阿尔茨海默病(AD)的危险因素,尽管潜在的机制尚不清楚。我们研究了外周代谢标志物脂联素、成纤维细胞生长因子21 (FGF-21)和胰岛素样生长因子结合蛋白2 (IGFBP-2)与AD之间的关系。方法:主观认知衰退(SCD)、轻度认知障碍(MCI)、AD和认知健康(CH)对照的参与者来自阿尔茨海默病早期识别联盟魁北克队列(n = 287)。测量血清脂联素、FGF-21和IGFBP-2浓度,比较各组之间的差异,并评估其与临床、认知、生化和磁共振成像(MRI)数据的相关性。结果:代谢功能障碍与较低的脂联素和IGFBP-2有关,但与较高的FGF-21有关。FGF-21和IGFBP-2均随年龄增长而增加,并与认知能力呈负相关。IGFBP-2在SCD期升高,与血浆中苏氨酸181位点磷酸化和杏仁核萎缩相关。脂联素与认知无关。讨论:这些发现表明IGFBP-2和FGF-21(在较小程度上)可能作为认知障碍的早期生物标志物,反映了外周代谢障碍和AD之间的复杂联系。
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引用次数: 0
Lifetime risk of incident dementia and incident mild cognitive impairment in older adults 老年人发生痴呆和发生轻度认知障碍的终生风险
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-03 DOI: 10.1002/alz.71173
Lianlian Du, Lei Yu, Tianhao Wang, Patricia A. Boyle, Lisa L. Barnes, David X. Marquez, David A. Bennett

INTRODUCTION

We estimated the lifetime risk of incident dementia and mild cognitive impairment (MCI) from ages 55–105 and examined differences by sex and race.

METHODS

Data were drawn from five harmonized longitudinal cohort studies at the Rush Alzheimer's Disease Center, including 4611 participants for dementia and 3915 for MCI. Diagnoses were based on annual clinical evaluations. Lifetime risk was estimated using nonparametric cumulative incidence curves by age conditional on being alive and event-free at the index age, accounting for competing mortality and delayed study entry, stratified by sex and race.

RESULTS

Lifetime risk from age 55 was 43% (95% confidence interval [CI]: 38%–47%) for dementia and 62% (95% CI: 57%–67%) for MCI. Female participants had higher risks than male participants, and racial differences were modest.

DISCUSSION

These findings extend lifetime risk estimation beyond age 90 among diverse older adults and provide MCI estimates, emphasizing equity-focused prevention and public health strategies to reduce cognitive impairment.

Highlights

Lifetime risk (cumulative incidence) of dementia and mild cognitive impairment (MCI) was estimated from ages 55 to 105 using nonparametric cumulative incidence models accounting for competing risk of death and left truncation.

The estimated lifetime risk was 43% for incident dementia and 62% for MCI, with risk rising steeply after age 75 and appearing to level off at the oldest ages.

Women and Black participants showed higher lifetime risks, partly reflecting mortality and selective survival dynamics.

Exploratory analyses suggested elevated risks among Latino participants and those with a history of stroke.

These findings extend lifetime risk estimation beyond age 90 and highlight the need for equitable, culturally informed dementia prevention and monitoring strategies.

我们估计了55-105岁人群发生痴呆和轻度认知障碍(MCI)的终生风险,并检查了性别和种族的差异。方法:数据来自拉什阿尔茨海默病中心的五项纵向队列研究,包括4611名痴呆患者和3915名MCI患者。诊断基于年度临床评估。使用非参数累积发病率曲线估计终生风险,该曲线以年龄为条件,条件是在指标年龄存活和无事件,考虑到竞争死亡率和延迟研究进入,按性别和种族分层。结果:55岁以后痴呆的终生风险为43%(95%可信区间[CI]: 38%-47%),轻度认知损伤的终生风险为62%(95%可信区间[CI]: 57%-67%)。女性参与者的风险高于男性参与者,种族差异不大。讨论:这些发现在不同的老年人中扩展了90岁以上的终生风险估计,并提供了MCI估计,强调了以公平为重点的预防和公共卫生策略,以减少认知障碍。重点:使用非参数累积发生率模型估计55岁至105岁期间痴呆和轻度认知障碍(MCI)的终生风险(累积发生率),该模型考虑了死亡和左截断的竞争风险。据估计,患痴呆症的终生风险为43%,患轻度认知障碍的终生风险为62%,75岁后风险急剧上升,在老年时趋于平稳。女性和黑人参与者显示出更高的终生风险,部分反映了死亡率和选择性生存动态。探索性分析表明,拉丁裔参与者和有中风史的参与者的风险较高。这些发现扩大了90岁以后的终生风险估计,并强调需要制定公平的、文化知情的痴呆症预防和监测战略。
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引用次数: 0
Plasma and neuroimaging biomarkers of small vessel disease and Alzheimer's disease in a diverse cohort: MESA 血浆和神经成像生物标志物在不同队列中的小血管疾病和阿尔茨海默病:MESA。
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-03 DOI: 10.1002/alz.71131
Samuel N. Lockhart, Courtney L. Sutphen, Jordan Tanley, Fernando Gonzalez-Ortiz, Przemysław R. Kac, Mohamad Habes, Susan R. Heckbert, Nicholas J. Ashton, Michelle M. Mielke, Robert Koeppe, Marc D. Rudolph, Kiran K. Solingapuram Sai, Christopher T. Whitlow, Kevin D. Hiatt, Suzanne Craft, Thomas C. Register, Kathleen M. Hayden, Stephen R. Rapp, Bonnie C. Sachs, Henrik Zetterberg, Kaj Blennow, Thomas K. Karikari, Timothy M. Hughes

INTRODUCTION

Little is known about how Alzheimer's disease (AD) plasma biomarkers relate to cerebral small vessel disease (cSVD) neuroimaging biomarkers.

METHODS

The study involved 251 Wake Forest Multi-Ethnic Study of Atherosclerosis (MESA) Exam 6 participants with plasma AD biomarkers, magnetic resonance imaging, amyloid positron emission tomography (PET), and adjudicated cognitive status. Multivariable models examined cross-sectional relationships between plasma and neuroimaging biomarkers, considering comorbidities.

RESULTS

Lower amyloid beta (Aβ) 42/Aβ40 and higher glial fibrillary acidic protein (GFAP), neurofilament light chain (NfL), and phosphorylated tau at threonine 217 (p-tau217) were associated with greater neurodegeneration. Lower plasma Aβ42/Aβ40 and higher p-tau217 and p-tau231 were associated with greater Aβ PET deposition. NfL was positively associated with white matter hyperintensities (WMH) and white matter (WM) free water. P-tau measures were positively associated with WM free water. Lower Aβ42/Aβ40 was associated with the presence of microbleeds. GFAP was positively associated with WMH.

DISCUSSION

We observed expected associations of plasma biomarkers with cognitive status and imaging biomarkers. GFAP, NfL, p-tau181, p-tau217, and p-tau231 are associated with cSVD in addition to AD-related pathology.

关于阿尔茨海默病(AD)血浆生物标志物与脑血管病(cSVD)神经成像生物标志物之间的关系,我们知之甚少。方法:该研究纳入了251名威克森林动脉粥样硬化多民族研究(MESA)参与者,他们接受了血浆AD生物标志物、磁共振成像、淀粉样正电子发射断层扫描(PET)和判定的认知状态。考虑到合并症,多变量模型检查了血浆和神经成像生物标志物之间的横断面关系。结果:低淀粉样蛋白β (Aβ) 42/Aβ40和高胶质纤维酸性蛋白(GFAP)、神经丝轻链(NfL)和苏氨酸217磷酸化tau蛋白(p-tau217)与更严重的神经退行性变有关。较低的血浆Aβ42/Aβ40和较高的p-tau217和p-tau231与较大的Aβ PET沉积有关。NfL与白质高强度(WMH)和白质游离水呈正相关。P-tau测量值与WM游离水呈正相关。较低的Aβ42/Aβ40与微出血的存在有关。GFAP与WMH呈正相关。讨论:我们观察到血浆生物标志物与认知状态和成像生物标志物的预期关联。GFAP、NfL、p-tau181、p-tau217和p-tau231除了与ad相关的病理外,还与cSVD相关。
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引用次数: 0
Leveraging genetic propensity to identify modifiable factors for the age at onset of Alzheimer's disease. 利用遗传倾向来确定阿尔茨海默病发病年龄的可改变因素。
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/alz.71111
Yi-Ju Li, Jong Ok La, Adam Naj, Eden R Martin

Introduction: Knowledge of modifiable factors influencing age at onset (AAO) of Alzheimer's disease (AD) remains limited. This study utilizes genetic information to uncover such factors.

Methods: Using 43 exposure genome-wide association studies (GWAS) summary statistics, we calculated corresponding polygenic scores (PGS) for 9219 AD cases and 10,345 controls from the Alzheimer's Disease Genetic Consortium (ADGC). Linear mixed model and survival analyses were performed to identify exposure-PGS associated with AAO. Top exposures were cross-evaluated using PGS from the PGS Catalog and Mendelian randomization (MR) for causal relationships.

Results: Eight exposures showed significant exposure-PGS associations with AAO of AD. Higher educational attainment, better cognitive performance, and greater relative fat intake were associated with later AAO; whereas the remaining were linked to earlier onset. MR analysis indicated a causal relationship between AAO and educational attainment, cardiovascular disease, and type 2 diabetes (T2D).

Discussion: The eight modifiable factors, particularly educational attainment, cardiovascular disease, and T2D, may facilitate early intervention to delay the onset of AD.

Highlights: We screened 43 modifiable factors for their association with the age at onset (AAO) of Alzheimer's disease (AD) using polygenic scores (PGS) as the proxy for the exposure. Higher educational attainment, better cognitive performance, and greater relative fat intake were linked to later AAO, suggesting an enhanced resilience against AD. Type 2 diabetes, cardiovascular disease, major coronary heart disease, and increased low-density lipoprotein (LDL) -cholesterol and total cholesterol are associated with earlier AAO. Mendelian randomization analysis revealed causal effects of educational attainment, type 2 diabetes, and cardiovascular disease on AAO of AD.

对阿尔茨海默病(AD)发病年龄(AAO)的可改变因素的了解仍然有限。这项研究利用遗传信息来揭示这些因素。方法:利用43项暴露全基因组关联研究(GWAS)汇总统计数据,计算来自阿尔茨海默病遗传联盟(ADGC)的9219例AD病例和10345例对照的相应多基因评分(PGS)。采用线性混合模型和生存分析来确定暴露- pgs与AAO的相关性。使用PGS目录中的PGS和孟德尔随机化(MR)进行因果关系交叉评估最高暴露。结果:8次暴露显示暴露- pgs与AD的AAO显著相关。较高的受教育程度、较好的认知能力和较高的相对脂肪摄入量与晚期AAO相关;而其余的则与早期发病有关。MR分析显示AAO与受教育程度、心血管疾病和2型糖尿病(T2D)之间存在因果关系。讨论:八个可改变的因素,特别是受教育程度、心血管疾病和T2D,可能有助于早期干预以延缓AD的发病。重点:我们筛选了43个与阿尔茨海默病(AD)发病年龄(AAO)相关的可改变因素,使用多基因评分(PGS)作为暴露的代理。较高的教育程度、更好的认知能力和更多的相对脂肪摄入量与较晚的AAO有关,这表明对AD的抵抗力增强。2型糖尿病、心血管疾病、主要冠心病、低密度脂蛋白(LDL) -胆固醇和总胆固醇升高与早期AAO相关。孟德尔随机分析揭示了受教育程度、2型糖尿病和心血管疾病对AD AAO的因果影响。
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引用次数: 0
Detecting early memory changes in preclinical Alzheimer's disease using TabCAT favorites test: Data from the European Prevention of Alzheimer's Disease (EPAD) cohort. 使用TabCAT偏好测试检测临床前阿尔茨海默病的早期记忆变化:来自欧洲阿尔茨海默病预防(EPAD)队列的数据
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/alz.71035
Anna Brugulat-Serrat, Elena Tsoy, Gonzalo Sánchez-Benavides, Marta Milà-Alomà, Leslie S Gaynor, Oriol Grau-Rivera, Juan Domingo Gispert, Joel H Kramer, Katherine L Possin

Introduction: Sensitive memory paradigms may allow the detection of subtle memory changes associated with early Alzheimer's pathology in individuals without established clinical symptomatology.

Methods: We explored the cross-sectional association between performance on Tablet-based Cognitive Assessment Tool (TabCAT) Favorites, a brief computerized memory test, with cerebrospinal fluid AT status (A for amyloid-β and T for phosphorylated tau) and its discriminative validity in 727 clinically asymptomatic participants from the European Prevention of Alzheimer's Disease (EPAD) Longitudinal Cohort Study. Episodic memory was also evaluated with the Repeatable Battery for the Assessment of Neuropsychological Status Delayed Memory Index (RBANS-MI).

Results: Compared to A-T- individuals, poorer TabCAT Favorites Total Correct (Favorites-TC) cross-sectional performance was associated with an increased likelihood of A+T+ status, but not A+T- status. There were no significant associations between AT status and RBANS-MI. Among individuals with low Favorites-TC performance, AT status predicted progression on the Clinical Dementia Rating > 0.

Discussion: Favorites-TC is a sensitive measure for the early detection of cognitive changes in the early stages of the AD continuum.

Highlights: We explored Tablet-based Cognitive Assessment Tool (TabCAT) Favorites scores and cerebrospinal fluid (CSF) AT status (A for amyloid-β and T for phosphorylated tau) in asymptomatic individuals. Poorer Favorites performance linked to higher A+T+ likelihood. TabCAT Favorites is a sensitive tool for detecting early cognitive changes in Alzheimer's disease (AD).

敏感记忆范式可能允许检测与早期阿尔茨海默病病理相关的个体的细微记忆变化,没有确定的临床症状。方法:我们研究了来自欧洲预防阿尔茨海默病(EPAD)纵向队列研究的727名临床无症状参与者在基于平板电脑的认知评估工具(TabCAT) Favorites(一种简短的计算机化记忆测试)与脑脊液AT状态(淀粉样蛋白-β为a,磷酸化tau为T)的表现及其区分效度之间的横断面关联。情景记忆也用神经心理状态延迟记忆指数(RBANS-MI)进行评估。结果:与A-T个体相比,较差的TabCAT Favorites Total Correct (Favorites- tc)横截面表现与A+T+状态的可能性增加有关,但与A+T-状态无关。AT状态与rban - mi之间无显著关联。在偏好- tc表现较低的个体中,AT状态预测临床痴呆评分bb00 0的进展。讨论:Favorites-TC是早期发现AD连续体早期阶段认知变化的敏感措施。重点:我们在无症状个体中研究了基于片剂的认知评估工具(TabCAT) Favorites评分和脑脊液(CSF) AT状态(淀粉样蛋白-β为A,磷酸化tau为T)。较差的宠儿表现与较高的A+T+可能性有关。TabCAT Favorites是检测阿尔茨海默病(AD)早期认知变化的灵敏工具。
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引用次数: 0
Spatial abilities in aging adults with Down syndrome. 老年唐氏综合症患者的空间能力。
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/alz.71159
Yingying Yang, Romal Bhullar, Sonia Conde

Introduction: People with Down syndrome (DS) have a higher likelihood of developing Alzheimer's disease (AD). Deficits in spatial abilities could serve as early indicators of AD. We examined age effects on visuospatial construction and visuomotor integration in DS and whether spatial tasks could distinguish various extents of cognitive decline in DS.

Methods: We used the Alzheimer's Biomarkers Consortium-Down Syndrome project dataset, where 376 DS participants completed a series of cognitive measures.

Results: Age effects were found in visuomotor integration but not in visuospatial construction. Both abilities declined with AD progression. While both abilities showed relatively poor discrimination between cognitively stable (CS) and mild cognitive impairment (MCI) and between MCI and AD, they showed excellent or acceptable discrimination between CS and AD. Visuospatial construction showed better discrimination than visuomotor integration.

Discussion: Visuomotor integration declines more with aging than visuospatial construction in DS. When used alone, neither may effectively diagnose cognitive decline in DS.

Highlights: We examined two spatial abilities in aging adults with Down syndrome using the ABC-DS project. Age effects were found in visuomotor integration. Age effects were not found in visuospatial construction abilities. Both visuomotor integration and visuospatial construction abilities distinguished between CS and AD in people with DS. Block Design had the highest predictive power in distinguishing cognitive stability from AD.

患有唐氏综合症(DS)的人患阿尔茨海默病(AD)的可能性更高。空间能力缺陷可以作为阿尔茨海默病的早期指标。我们研究了年龄对退行性痴呆视觉空间建构和视觉运动整合的影响,以及空间任务是否能区分退行性痴呆不同程度的认知衰退。方法:我们使用阿尔茨海默病生物标志物联盟-唐氏综合症项目数据集,其中376名DS参与者完成了一系列认知测量。结果:年龄对视觉运动整合有影响,对视觉空间建构无影响。这两种能力都随着AD的进展而下降。虽然这两种能力在认知稳定(CS)和轻度认知障碍(MCI)以及MCI和AD之间表现出相对较差的区分,但在CS和AD之间表现出良好或可接受的区分。视觉空间建构比视觉运动整合具有更好的辨别能力。讨论:随着年龄的增长,视觉运动整合比视觉空间构建下降得更多。单独使用时,这两种方法都不能有效诊断退行性痴呆的认知能力下降。重点:我们使用ABC-DS项目研究了老年唐氏综合症患者的两种空间能力。在视觉运动整合中发现年龄效应。年龄对视觉空间构建能力没有影响。视觉运动整合和视觉空间构建能力在退行性椎体滑移患者的CS和AD中具有显著差异。块设计在区分认知稳定性和AD方面具有最高的预测能力。
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引用次数: 0
Analyses of plasma multi-omic data across ancestries identify novel pathways implicated in Alzheimer's disease. 跨祖先的血浆多组学数据分析确定了与阿尔茨海默病有关的新途径。
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/alz.71164
Chengran Yang, Jigyasha Timsina, Menghan Liu, John Budde, Pat Kohlfeld, William Brock, John C Morris, David M Holtzman, Yun Ju Sung, Carlos Cruchaga

Introduction: Few genetic studies on Alzheimer's disease (AD) have incorporated multiple ancestries and omic datasets to pinpoint actionable AD risk effectors for each ancestry.

Methods: Here, we first performed genetic colocalization between molecular phenotypes (proteomics and metabolomics) from two ancestral groups (European [EUR] and African [AFR]) and the two largest EUR AD genome-wide association studies. We next performed pathway enrichment analyses to identify biological mechanisms.

Results: We found 21 proteins and one metabolite colocalized with AD risk that were shared between the EUR and AFR ancestry groups. We also identified 25% AFR and 60% EUR proteins; 50% AFR and 10% EUR metabolites were unique. The pathway enrichment analyses nominated interleukin-1 production and lipid pathway were shared underlying proteomic and metabolomic findings, respectively.

Discussion: Our findings indicate that these four plasma datasets may pinpoint different effectors of AD risk in diverse populations; findings from AFR participants require validation with AFR-based genome-wide association study data.

Highlights: For proteomics, 61% of findings for European (EUR) ancestry and 72% for African (AFR) ancestry were not previously reported. For metabolomics, 83% of findings for EUR ancestry and 50% AFR ancestry were not previously reported. Both convergent and divergent pathways were identified in EUR- and AFR-ancestry stratified analyses in either proteomics or metabolomics findings.

很少有关于阿尔茨海默病(AD)的遗传研究纳入了多个祖先和基因组数据集,以确定每个祖先可操作的AD风险效应。方法:在这里,我们首先进行了来自两个祖先群体(欧洲[EUR]和非洲[AFR])的分子表型(蛋白质组学和代谢组学)之间的遗传共定位,以及两个最大的欧洲AD全基因组关联研究。接下来,我们进行了途径富集分析,以确定生物学机制。结果:我们发现21种蛋白质和1种代谢物与AD风险共定位,在EUR和AFR祖先组之间共享。我们还鉴定出25%的AFR和60%的EUR蛋白;50%的AFR和10%的EUR代谢物是独特的。途径富集分析表明,白介素-1产生途径和脂质途径分别具有共同的蛋白质组学和代谢组学发现。讨论:我们的研究结果表明,这四种血浆数据集可以确定不同人群中AD风险的不同影响因素;来自AFR参与者的发现需要用基于AFR的全基因组关联研究数据进行验证。在蛋白质组学方面,61%的欧洲(EUR)祖先和72%的非洲(AFR)祖先的发现以前没有报道过。对于代谢组学,83%的欧洲血统和50%的AFR血统的发现以前没有报道过。在蛋白质组学或代谢组学的研究结果中,EUR和afr血统分层分析发现了趋同和发散途径。
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引用次数: 0
Differential item functioning of the Geriatric Depression Scale-short form in the NACC dataset. 老年抑郁量表的差异项目功能-在NACC数据集中的简短形式。
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/alz.71114
Brenna N Renn, Chad L Cross, Ishrat Zaman, Katie T Singsank, Kimberly Cobos, Samantha E John

Introduction: This study examined differential item functioning of the Geriatric Depression Scale - Short Form (GDS-SF) in the National Alzheimer's Coordinating Center (NACC) Uniform Data Set (UDS) to identify potential variables that produce measurement bias.

Methods: Data from 14077 individuals' first NACC visit were analyzed. Multiple indicator, multiple causes (MIMIC) models assessed differential item functioning (DIF) of the 15-item GDS-SF across race, Hispanic ethnicity, primary language, sex, and cognitive status (Clinical Dementia Rating [CDR] scale scores), while adjusting for educational attainment.

Results: Participants were on average 73 (SD = 9.1) years old and 54.4% women. The majority (13 of 15) of the GDS-SF items demonstrated DIF. For many items, participants with any level of CDR cognitive impairment were more likely to endorse depressive symptoms.

Discussion: Findings indicate the presence of widespread DIF by cognitive impairment severity such that individuals with even mild cognitive impairment may respond differently to certain items on this measure.

Highlights: The Geriatric Depression Scale - Short Form (GDS-SF) showed differential item functioning (DIF) in 13 of 15 items across demographic and cognitive groups. Only two items-hopelessness and worthlessness-were invariant across all groups. Cognitive status (Clinical Dementia Rating [CDR]) most strongly influenced item endorsement patterns. Our study used a large, diverse sample (National Alzheimer's Coordinating Center Uniform Data Set [NACC UDS]) and robust DIF analytic methods. Findings highlight both reliable and problematic GDS-SF items for older adults.

本研究检查了国家阿尔茨海默病协调中心(NACC)统一数据集(UDS)中老年抑郁症短量表(GDS-SF)的差异项目功能,以确定产生测量偏差的潜在变量。方法:对14077例NACC患者首次就诊资料进行分析。多指标、多原因(MIMIC)模型评估了GDS-SF的15项差异项目功能(DIF),包括种族、西班牙裔、主要语言、性别和认知状态(临床痴呆评分[CDR]量表得分),同时调整了受教育程度。结果:参与者平均73岁(SD = 9.1),女性占54.4%。大多数(15项中的13项)GDS-SF项目显示DIF。对于许多项目,任何程度的CDR认知障碍的参与者都更有可能支持抑郁症状。讨论:研究结果表明,认知障碍严重程度普遍存在DIF,即使是轻度认知障碍的个体也可能对该测量中的某些项目做出不同的反应。重点:老年抑郁量表-简式(GDS-SF)在人口统计学和认知组的15个项目中有13个项目功能差异(DIF)。只有两项——无望感和无价值感——在所有群体中都是不变的。认知状态(临床痴呆评分[CDR])对项目背书模式影响最大。我们的研究使用了大量不同的样本(国家阿尔茨海默病协调中心统一数据集[NACC UDS])和稳健的DIF分析方法。研究结果强调了老年人GDS-SF项目的可靠性和问题性。
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引用次数: 0
Harmonizing neuropsychological test data across prospective studies. 协调前瞻性研究中的神经心理学测试数据。
IF 11.1 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/alz.71186
Rosita Shishegar, James D Doecke, Yen Ying Lim, Pierrick Bourgeat, Vincent Dore, Bhargav Tallapragada, Simon M Laws, Tenielle Porter, Samantha Burnham, Azadeh Feizpour, Ashley Gillman, Michael Weiner, Jason Hassenstab, Christopher C Rowe, Victor L Villemagne, Colin L Masters, Jurgen Fripp, Hamid Sohrabi, Paul Maruff

Introduction: Alzheimer's disease (AD) research relies on large datasets and advanced statistical models. However, individual population studies often lack sufficient sample size for conclusive results. Harmonizing cognitive test data across studies can address this gap, despite differences in testing protocols. This study harmonizes cognitive data from three major AD cohorts to support robust clinical-pathological modelling.

Methods: Information from the Alzheimer's Disease Neuroimaging Initiative (N = 1446); Australian Imaging, Biomarkers and Lifestyle (N = 1764); and Open Access Series of Imaging Studies-3 (N = 440) were integrated, including cognitive scores, demographics, genetics, and clinical and neuroimaging data. Neuropsychological tests relevant to AD were harmonized using MissForest, a machine learning-based imputation method. Validation involved assessing imputation accuracy and analyzing composite cognitive scores across clinical-pathological groups.

Results: Imputation showed high accuracy (mean absolute error ≤ test-retest variability in cognitively unimpaired participants). Composite scores reflected known disease patterns with significant stratification across clinical-pathological groups.

Discussion: The validated harmonization approach demonstrated reliable imputation, enabling more powerful AD models and supporting future diagnostic and therapeutic advances.

阿尔茨海默病(AD)的研究依赖于大数据集和先进的统计模型。然而,个体人群研究往往缺乏足够的样本量来得出结论性的结果。尽管测试方案存在差异,但协调不同研究的认知测试数据可以解决这一差距。本研究协调了来自三个主要AD队列的认知数据,以支持稳健的临床病理模型。方法:来自阿尔茨海默病神经影像学倡议(N = 1446)的信息;澳大利亚影像学、生物标志物和生活方式(N = 1764);和开放获取系列影像学研究-3 (N = 440)进行整合,包括认知评分、人口统计学、遗传学、临床和神经影像学数据。与AD相关的神经心理测试使用MissForest(一种基于机器学习的imputation方法)进行协调。验证包括评估归因准确性和分析临床病理组的复合认知评分。结果:输入具有较高的准确性(平均绝对误差≤认知未受损受试者的重测变异性)。综合评分反映了已知的疾病模式,在临床病理组中具有显著的分层。讨论:经过验证的协调方法证明了可靠的归算,实现了更强大的AD模型,并支持未来的诊断和治疗进展。
{"title":"Harmonizing neuropsychological test data across prospective studies.","authors":"Rosita Shishegar, James D Doecke, Yen Ying Lim, Pierrick Bourgeat, Vincent Dore, Bhargav Tallapragada, Simon M Laws, Tenielle Porter, Samantha Burnham, Azadeh Feizpour, Ashley Gillman, Michael Weiner, Jason Hassenstab, Christopher C Rowe, Victor L Villemagne, Colin L Masters, Jurgen Fripp, Hamid Sohrabi, Paul Maruff","doi":"10.1002/alz.71186","DOIUrl":"https://doi.org/10.1002/alz.71186","url":null,"abstract":"<p><strong>Introduction: </strong>Alzheimer's disease (AD) research relies on large datasets and advanced statistical models. However, individual population studies often lack sufficient sample size for conclusive results. Harmonizing cognitive test data across studies can address this gap, despite differences in testing protocols. This study harmonizes cognitive data from three major AD cohorts to support robust clinical-pathological modelling.</p><p><strong>Methods: </strong>Information from the Alzheimer's Disease Neuroimaging Initiative (N = 1446); Australian Imaging, Biomarkers and Lifestyle (N = 1764); and Open Access Series of Imaging Studies-3 (N = 440) were integrated, including cognitive scores, demographics, genetics, and clinical and neuroimaging data. Neuropsychological tests relevant to AD were harmonized using MissForest, a machine learning-based imputation method. Validation involved assessing imputation accuracy and analyzing composite cognitive scores across clinical-pathological groups.</p><p><strong>Results: </strong>Imputation showed high accuracy (mean absolute error ≤ test-retest variability in cognitively unimpaired participants). Composite scores reflected known disease patterns with significant stratification across clinical-pathological groups.</p><p><strong>Discussion: </strong>The validated harmonization approach demonstrated reliable imputation, enabling more powerful AD models and supporting future diagnostic and therapeutic advances.</p>","PeriodicalId":7471,"journal":{"name":"Alzheimer's & Dementia","volume":"22 2","pages":"e71186"},"PeriodicalIF":11.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146197107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Alzheimer's & Dementia
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