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A longitudinal study of functional brain complexity in progressive Alzheimer's disease. 进行性阿尔茨海默病脑功能复杂性的纵向研究。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70059
Ru Zhang, Leon Aksman, Dilmini Wijesinghe, John M Ringman, Danny J J Wang, Kay Jann

Introduction: Cross-sectional resting-state functional magnetic resonance imaging (rsfMRI) studies have revealed altered complexity with advanced Alzheimer's disease (AD) stages. The current study conducted longitudinal rsfMRI complexity analyses in AD.

Methods: Linear mixed-effects (LME) models were implemented to evaluate altered rates of disease progression in complexity across disease groups.

Results: The LME models revealed complexity of the higher frequency in the CNtoMCI group (those converted from cognitively normal [CN] to mild cognitive impairment [MCI]) decayed faster over time versus CN in the prefrontal and lateral occipital cortex; complexity of the lower frequency decayed faster in AD versus CN in various frontal and temporal regions (p < 0.05 & Benjamini-Hochberg corrected with q < 0.05).

Discussion: Local functional brain activities decayed in the early stage of the disease, and long-range communications were impacted in the later stage. Our study demonstrated longitudinal changes in AD-related rsfMRI complexity, indicating its potential as an imaging biomarker of AD.

Highlights: We conducted longitudinal resting state functional magnetic resonance imaging (rsfMRI) complexity analyses using the Alzheimer's Disease Neuroimaging Initiative dataset.Higher-frequency complexity in the CNtoMCI group (those transitioning from cognitively normal [CN] to mild cognitive impairment [MCI]) was found to decay faster over time compared to CN, specifically in the prefrontal and lateral occipital cortex.Lower-frequency complexity was found to decay faster in AD versus CN in various frontal and temporal regions.This study demonstrated that longitudinal changes in rsfMRI complexity could serve as a potential imaging biomarker for Alzheimer's disease.

简介:横断面静息状态功能磁共振成像(rsfMRI)研究揭示了阿尔茨海默病(AD)晚期复杂性的改变。本研究对AD患者进行了纵向rsfMRI复杂性分析。方法:采用线性混合效应(LME)模型来评估疾病组中疾病复杂性进展率的变化。结果:LME模型显示,与CNtoMCI组相比,CNtoMCI组(从认知正常[CN]转变为轻度认知障碍[MCI])中较高频率的复杂性随着时间的推移在前额叶和枕侧皮质中衰减得更快;AD患者与CN患者相比,不同额叶和颞叶区域的低频复杂性衰退更快(p q讨论:局部功能性脑活动在疾病早期衰退,远程通信在晚期受到影响。我们的研究显示了AD相关的rsfMRI复杂性的纵向变化,表明其作为AD的成像生物标志物的潜力。重点:我们使用阿尔茨海默病神经成像倡议数据集进行了纵向静息状态功能磁共振成像(rsfMRI)复杂性分析。研究发现,与CNtoMCI组相比,CNtoMCI组(从认知正常[CN]过渡到轻度认知障碍[MCI])的高频复杂性随着时间的推移衰减得更快,特别是在前额叶和枕侧皮层。在不同的额叶和颞叶区域,低频复杂性在AD中比在CN中衰减得更快。这项研究表明,rsfMRI复杂性的纵向变化可以作为阿尔茨海默病的潜在成像生物标志物。
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引用次数: 0
Exploring the relationship between melanopsin gene variants, sleep, and markers of brain health. 探索黑视素基因变异、睡眠和大脑健康标志物之间的关系。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70056
Ayeisha Milligan Armstrong, Eleanor O'Brien, Tenielle Porter, Vincent Dore, Pierrick Bourgeat, Paul Maruff, Christopher C Rowe, Victor L Villemagne, Stephanie R Rainey-Smith, Simon M Laws

Introduction: Melanopsin is a photopigment with roles in mediating sleep and circadian-related processes, which are often disrupted in Alzheimer's disease (AD). Melanopsin also impacts cognition and synaptogenesis. This study investigated the associations between melanopsin genetic variants, sleep, and markers of brain health.

Methods: Linear regression analyses examined the relationship of single-nucleotide polymorphisms (SNPs) within the melanopsin gene (OPN4), with cortical amyloid beta (Aβ), cognition, brain volumes, and self-reported sleep traits in cognitively unimpaired older adults. Further analyses assessed whether sleep traits x OPN4 SNP interactions were associated with markers of brain health.

Results: OPN4 SNPs rs2355009 and rs3740334 were associated with attention and processing speed and ventricular volume and language, respectively. Furthermore, rs3740334 and rs1079610 showed significant interactions with sleep traits in association with language.

Discussion: This study shows associations of OPN4 genetic variants with markers of brain health, and suggests that these variants interact with sleep to exacerbate cognitive effects.

Highlights: The relationships between melanopsin gene (OPN4) variants and markers of brain health were examined cross-sectionally in cognitively unimpaired older individuals.Variation within OPN4is associated with differences in cognition and ventricular volume.rs2355009 and rs3740334 show small-moderate associations with differences in attention and processing speed. Further to this, rs2355009 and rs3740334 were associated with ventricular volumes and language performance, respectively.The interactions between rs3740334 and rs1079610 and sleep traits also showed small-moderate associations with differences in language performance.

黑视素是一种光色素,在调节睡眠和昼夜节律相关过程中起作用,这些过程在阿尔茨海默病(AD)中经常被破坏。黑视素也影响认知和突触发生。这项研究调查了黑视素基因变异、睡眠和大脑健康标志物之间的关系。方法:线性回归分析黑视素基因(OPN4)内的单核苷酸多态性(snp)与皮质淀粉样蛋白β (Aβ)、认知、脑容量和自我报告的睡眠特征之间的关系。进一步的分析评估了睡眠特征与OPN4 SNP相互作用是否与大脑健康标志物相关。结果:OPN4 snp rs2355009和rs3740334分别与注意和加工速度、心室容积和语言相关。此外,rs3740334和rs1079610与语言相关的睡眠特征表现出显著的相互作用。讨论:这项研究显示了OPN4基因变异与大脑健康标志物的关联,并表明这些变异与睡眠相互作用,加剧认知影响。重点:在认知功能未受损的老年人中,横断面研究了黑视素基因(OPN4)变异与大脑健康标志物之间的关系。opn4的变异与认知和心室容积的差异有关。Rs2355009和rs3740334与注意和加工速度差异呈小-中度相关。此外,rs2355009和rs3740334分别与心室容积和语言表现相关。rs3740334和rs1079610与睡眠特征之间的相互作用也显示出与语言表现差异的中小型关联。
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引用次数: 0
sTREM2 in discordant CSF Aβ42 and p-tau181. sTREM2在不一致的脑脊液Aβ42和p-tau181中的表达。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70072
Danni Li, William G Mantyh, Lu Men, Ishika Jain, Matthew Glittenberg, Binchong An, Lin Zhang, Ling Li

Introduction: Little is known about the factors underpinning discordant cerebrospinal fluid (CSF) amyloid beta (Aβ)42 versus p-tau181/Aβ42 or CSF Aβ42 versus Aβ positron emission tomography (PET).

Methods: We stratified 570 non-demented Alzheimer's Disease Neuroimaging Initiative (ADNI) participants by Aβ PET and further by CSF Aβ42 or p-tau181/Aβ42. We used analysis of covariance testing adjusting for covariates, followed by Tukey post hoc pairwise comparisons, to compare CSF soluble triggering receptor expressed on myeloid cells-2 (sTREM2) across four participant groups: CSF+ Aβ42 with CSF- p-tau/Aβ42, CSF- Aβ42 with CSF+ p-tau/Aβ42, and concordant CSFAβ42/CSFp-tau/Aβ42. We also compared sTREM2 across discordant and concordant CSFAβ42/PET.

Results: Regardless of Aβ PET status, CSF+Aβ42 with CSF-p-tau/Aβ42 had lower sTREM2 than CSF-Aβ42 with CSF+p-tau/Aβ42. CSF sTREM2 was similarly also associated with discordant CSF Aβ42 /PET.

Discussion: Our study suggests the potential roles of sTREM2 in discordant CSF Aβ42 and p-tau181/Aβ42 and discordant CSFAβ42/PET. Low- and high-CSF sTREM2 may affect the accuracy of p-tau181/Aβ42 during the clinical work-up of AD.

Highlights: 17% of non-demented older adults had discordant CSF Aβ42 versus p-tau181/Aβ42.sTREM2 differed between discordant cases of CSF Aβ42 versus p-tau181/Aβ42.20% of non-demented older adults had discordant CSF Aβ42 versus Aβ PET.sTREM2 also differed between discordant cases of CSF Aβ42 versus Aβ PET.p-tau181/Aβ42 may miss 6.7% of PET+ non-demented older adults with low sTREM2.

关于脑脊液(CSF)淀粉样蛋白β (Aβ)42与p-tau181/Aβ42或CSF Aβ42与Aβ正电子发射断层扫描(PET)不一致的因素知之甚少。方法:我们通过Aβ PET和CSF Aβ42或p-tau181/Aβ42对570名非痴呆性阿尔茨海默病神经影像学计划(ADNI)参与者进行分层。我们使用协方差检验分析校正协变量,随后进行Tukey事后两两比较,比较了四个参与者组CSF+ Aβ42与CSF- p-tau/ a - β42、CSF- Aβ42与CSF+ p-tau/ a - β42和一致性CSF fa β42/CSFp-tau/ a - β42在髓样细胞-2上表达的CSF可溶性触发受体(sTREM2)。我们还比较了不一致和一致CSFAβ42/PET的sTREM2。结果:无论Aβ PET状态如何,CSF+Aβ42 + CSF-p-tau/Aβ42的strem - 2均低于CSF+p-tau/Aβ42的CSF-Aβ42。脑脊液sTREM2同样也与脑脊液Aβ42 /PET不一致相关。讨论:我们的研究提示sTREM2在脑脊液Aβ42和p-tau181/Aβ42不一致以及脑脊液Aβ42/PET不一致中的潜在作用。在阿尔茨海默病的临床检查中,低和高csf sTREM2可能会影响p-tau181/ a - β42的准确性。重点:17%的非痴呆老年人脑脊液Aβ42与p-tau181/Aβ42不一致。脑脊液Aβ42与p-tau181/Aβ不一致病例的sTREM2差异有42.20%的非痴呆老年人脑脊液Aβ42与Aβ PET不一致。脑脊液Aβ42与Aβ PET不一致病例的sTREM2也存在差异。p-tau181/ a - β42可能错过6.7%的PET+低sTREM2非痴呆老年人。
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引用次数: 0
Toward alpha-synuclein seed amplification assay in clinical practice. α -突触核蛋白种子扩增试验在临床中的应用。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70066
Mathieu Verdurand, Flora Kaczorowski, Sophie Dautricourt, Virginie Desestret, Maïté Formaglio, Hélène Mollion, Gil Petitnicolas, Ali Afifi, Anthony Fourier, Antoine Garnier-Crussard, Isabelle Quadrio

Introduction: Seed amplification assays (SAAs) demonstrate remarkable diagnostic performance in alpha-synucleinopathies. However, existing protocols lack accessibility in routine laboratories, mainly due to the requirement for in-house production of recombinant alpha-synuclein (aSyn). This study proposes a cerebrospinal fluid (CSF) aSyn-SAA protocol using solely commercial reagents to facilitate its clinical implementation.

Methods: Routine clinical care CSF samples from 126 patients, comprising 47 with Lewy body diseases (LBD) (41 with dementia with Lewy bodies, six with Parkinson's disease), 37 without alpha-synucleinopathy, and 42 with Alzheimer's disease (AD), underwent assessment for aSyn-SAA activity.

Results: CSF aSyn-SAA showed a sensitivity of 72.3% and a specificity of 100% when distinguishing clinically diagnosed LBD patients from those without alpha-synucleinopathy. In AD patients, 14.3% were tested positive for aSyn.

Discussion: The commercial-only CSF aSyn-SAA protocol exhibited excellent specificity when applied to a real-life cohort, signaling progress toward the accessibility of an aSyn biomarker in clinical settings.

Highlights: Diagnosis of LBD through aSyn-SAA lacks accessibility.This commercial-only aSyn-SAA has satisfactory performance in a real-life cohort.A negative aSyn-SAA does not completely exclude a synucleinopathy.Some technical points must be considered when developing aSyn-SAA.aSyn-SAA must be confined to expert laboratories due to prion-like risk management.

种子扩增法(SAAs)在α -突触核蛋白病中表现出显著的诊断性能。然而,现有的方案在常规实验室缺乏可及性,主要是由于需要内部生产重组α -突触核蛋白(aSyn)。本研究提出了脑脊液(CSF)异步saa方案,仅使用商业试剂,以促进其临床实施。方法:126例患者的常规临床护理CSF样本,包括47例路易体病(LBD)患者(41例伴路易体痴呆,6例帕金森病),37例无α -突触核蛋白病,42例阿尔茨海默病(AD)患者,对其进行asyna - saa活性评估。结果:CSF asyna - saa在鉴别临床诊断的LBD患者和无α -突触核蛋白病患者时的敏感性为72.3%,特异性为100%。在AD患者中,14.3%的aSyn检测呈阳性。讨论:仅用于商业的CSF asyna - saa方案在应用于现实生活队列时表现出出色的特异性,标志着临床环境中asyna生物标志物的可及性取得了进展。重点:通过异步saa诊断LBD缺乏可及性。这种商业专用的异步saa在现实生活中的表现令人满意。asyna - saa阴性不能完全排除突触核蛋白病。在开发异步saa时必须考虑一些技术要点。由于类似朊病毒的风险管理,异步saa必须局限于专家实验室。
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引用次数: 0
Amyloid-related changes in fluency in patients with subjective cognitive decline. 主观认知衰退患者的流利性淀粉样蛋白相关改变。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70063
Rosanne L van den Berg, Elke Butterbrod, Casper de Boer, Lisa-Marie Schlüter, Argonde C van Harten, Charlotte E Teunissen, Elsmarieke van de Giessen, Wiesje M van der Flier, Sietske A M Sikkes

Introduction: We examined semantic and phonemic fluency in individuals with subjective cognitive decline (SCD) in relation to amyloid status and clinical progression.

Methods: A total of 490 individuals with SCD (62 ± 8 years, 42% female, 28% amyloid-positive, 17% clinical progression) completed annual fluency assessments (mean ± SD follow-up 4.3 ± 2.9 years). Associations between fluency trajectories, amyloid status, and clinical progression were examined with linear mixed models and joint models.

Results: Amyloid-positive individuals declined faster than amyloid-negative individuals on semantic fluency (B = -0.35, p < 0.001), but not on phonemic fluency (B = -0.06, p = 0.218). An annual decline of one word in semantic and phonemic fluency was associated with 22% (hazard ratio [HR] = 1.22, p < 0.001) and 28% (HR = 1.28, p = 0.004) increased risk of clinical progression.

Discussion: Our results indicate that decline in semantic fluency is an early indicator of cognitive deficits in preclinical Alzheimer's disease.

Highlights: Abnormal amyloid burden is associated with decline in semantic fluency.Fluency trajectories are associated with an increased risk of clinical progression.More refined measures are needed to detect the earliest language deficits.

我们研究了主观认知衰退(SCD)患者的语义和音位流畅性与淀粉样蛋白状态和临床进展的关系。方法:共490例SCD患者(62±8岁,42%为女性,28%淀粉样蛋白阳性,17%临床进展)完成年度流利性评估(平均±SD随访4.3±2.9年)。流畅性轨迹、淀粉样蛋白状态和临床进展之间的关系通过线性混合模型和联合模型进行了检验。结果:淀粉样蛋白阳性个体语义流畅性下降速度快于淀粉样蛋白阴性个体(B = -0.35, p B = -0.06, p = 0.218)。语义和音素流利度每年下降一个单词与22%的临床进展风险增加相关(风险比[HR] = 1.22, p = 0.004)。讨论:我们的研究结果表明,语义流畅性下降是临床前阿尔茨海默病认知缺陷的早期指标。重点:异常的淀粉样蛋白负担与语义流畅性下降有关。流畅性轨迹与临床进展的风险增加有关。需要更精确的方法来发现早期的语言缺陷。
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引用次数: 0
Clinical decision points for two plasma p-tau217 laboratory developed tests in neuropathology confirmed samples. 临床决策点为两种血浆p-tau217实验室开发的神经病理学确诊样本检测。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70070
Anna E Mammel, Ging-Yuek Robin Hsiung, Ali Mousavi, Kelsey Hallett, Ian R Mackenzie, Veronica Hirsch-Reinshagen, Don Biehl, Pradip Gill, Mary Encarnacion, Hans Frykman

Introduction: We evaluated the diagnostic performance of two commercial plasma p-tau217 immunoassays compared to cerebrospinal fluid (CSF) testing and neuropathology.

Methods: One hundred and seventy plasma samples from the University of British Columbia Hospital Clinic for Alzheimer's (AD) and Related Disorders were analyzed for p-tau217 using Fujirebio and ALZpath assays. Decision points were determined using CSF testing and autopsy findings as the standard.

Results: Fujirebio and ALZpath p-tau217 had similar overall analytical and clinical performance, with distinct decision points for each assay. Based on autopsy findings, both p-tau217 assays identified individuals with AD from other neurodegenerative diseases (ALZpath area under the curve [AUC] = 0.94, Fujirebio AUC = 0.90). The ALZpath assay detected AD pathology at milder disease stages compared to the Fujirebio assay.

Discussion: Our study reinforces the clinical utility of plasma p-tau217 as an AD biomarker. Differences in test performance and clinical decision points suggest an assay-specific diagnostic approach is required for plasma p-tau217 in clinical practice.

Highlights: Two commercially available p-tau217 immunoassays (ALZpath and Fujirebio) showed equal performance based on CSF testing.ALZpath p-tau217 showed higher performance compared to Fujirebio p-tau217 based on AD diagnosis by neuropathology confirmation.Specific plasma p-tau217 assays may require distinct decision points for AD screening, diagnosis, and disease progression monitoring.

与脑脊液(CSF)检测和神经病理学相比,我们评估了两种商用血浆p-tau217免疫测定法的诊断性能。方法:采用Fujirebio和ALZpath检测方法,对英属哥伦比亚大学阿尔茨海默病(AD)及相关疾病医院门诊170份血浆样本进行p-tau217检测。以脑脊液检测和尸检结果为标准确定决策点。结果:Fujirebio和ALZpath p-tau217具有相似的整体分析和临床性能,每种检测具有不同的决策点。根据尸检结果,两项p-tau217检测均可识别出AD患者来自其他神经退行性疾病(ALZpath曲线下面积[AUC] = 0.94, Fujirebio AUC = 0.90)。与Fujirebio试验相比,ALZpath试验在较轻的疾病阶段检测到AD病理。讨论:我们的研究加强了血浆p-tau217作为AD生物标志物的临床应用。测试性能和临床决策点的差异表明,在临床实践中需要一种针对血浆p-tau217的分析特异性诊断方法。两种市售的p-tau217免疫测定法(ALZpath和Fujirebio)基于CSF测试显示出相同的性能。ALZpath p-tau217与Fujirebio p-tau217相比,在神经病理学诊断AD的基础上表现出更高的性能。特异性血浆p-tau217检测可能需要不同的决策点,用于AD筛查、诊断和疾病进展监测。
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引用次数: 0
Modifiable risk factors and symptom progression in dementia over up to 8 years-Results of the DelpHi-MV trial. 长达8年的痴呆可改变的危险因素和症状进展- DelpHi-MV试验结果。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-14 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70050
Iris Blotenberg, Felix Wittström, Bernhard Michalowsky, Moritz Platen, Diana Wucherer, Stefan Teipel, Wolfgang Hoffmann, Jochen René Thyrian

Introduction: This study investigated the association between modifiable factors and symptom progression in dementia over up to 8 years.

Methods: Multilevel growth curve models assessed the role of modifiable risk factors (low education, hearing impairment and its treatment, depression, physical inactivity, diabetes and its treatment, smoking, hypertension and its treatment, obesity, alcohol consumption, social isolation, and visual impairment) on cognitive and functional trajectories in 353 people with dementia.

Results: Higher education was associated with higher initial cognitive status but faster decline. Antidiabetic medication was associated with slower cognitive decline, whereas depression and visual impairment were linked to low baseline functioning and faster cognitive decline.

Discussion: Several modifiable risk factors influenced symptom progression. Education initially had a protective effect, whereas depressive symptoms were linked to worse symptom progression. Treatment of comorbidities (diabetes, visual impairment) could have a positive impact on dementia symptoms. Modifiable risk factors are promising targets for tertiary prevention.

Highlights: Modifiable risk factors were associated with symptom progression in dementia over up to 8 years.More education was associated with higher initial cognitive status but faster decline.Depressive symptoms were linked to less favorable symptom progression.Treatment of comorbidities (diabetes, visual impairment) may positively impact the course of symptoms.Modifiable risk factors are promising targets for tertiary prevention.

本研究调查了长达8年的可改变因素与痴呆症状进展之间的关系。方法:采用多水平增长曲线模型评估了353名痴呆患者的可改变危险因素(低教育程度、听力障碍及其治疗、抑郁、缺乏体育锻炼、糖尿病及其治疗、吸烟、高血压及其治疗、肥胖、饮酒、社会隔离和视力障碍)对认知和功能轨迹的影响。结果:高学历患者的初始认知状态较高,但下降速度较快。抗糖尿病药物与较慢的认知能力下降有关,而抑郁症和视力障碍与较低的基线功能和更快的认知能力下降有关。讨论:几个可改变的危险因素影响症状进展。教育最初具有保护作用,而抑郁症状与更严重的症状进展有关。治疗合并症(糖尿病、视力障碍)可能对痴呆症状产生积极影响。可改变的危险因素是三级预防的有希望的目标。重点:可改变的危险因素与长达8年的痴呆症状进展相关。受教育程度越高,初始认知水平越高,但下降速度越快。抑郁症状与不太有利的症状进展有关。合并症(糖尿病、视力障碍)的治疗可能对症状的病程产生积极影响。可改变的危险因素是三级预防的有希望的目标。
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引用次数: 0
Utilizing deep learning to predict Alzheimer's disease and mild cognitive impairment with optical coherence tomography. 利用深度学习预测阿尔茨海默病和轻度认知障碍的光学相干断层扫描。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-14 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70041
Jacqueline Chua, Chi Li, Florina Antochi, Eduard Toma, Damon Wong, Bingyao Tan, Gerhard Garhöfer, Saima Hilal, Alina Popa-Cherecheanu, Christopher Li-Hsian Chen, Leopold Schmetterer

Introduction: Diagnostic performance of optical coherence tomography (OCT) to detect Alzheimer's disease (AD) and mild cognitive impairment (MCI) remains limited. We aimed to develop a deep-learning algorithm using OCT to detect AD and MCI.

Methods: We performed a cross-sectional study involving 228 Asian participants (173 cases/55 controls) for model development and testing on 68 Asian (52 cases/16 controls) and 85 White (39 cases/46 controls) participants. Features from OCT were used to develop an ensemble trilateral deep-learning model.

Results: The trilateral model significantly outperformed single non-deep learning models in Asian (area under the curve [AUC] = 0.91 vs. 0.71-0.72, p = 0.022-0.032) and White (AUC = 0.84 vs. 0.58-0.75, p = 0.056- < 0.001) populations. However, its performance was comparable to that of the trilateral statistical model (AUCs similar, p > 0.05).

Discussion: Both multimodal approaches, using deep learning or traditional statistical models, show promise for AD and MCI detection. The choice between these models may depend on computational resources, interpretability preferences, and clinical needs.

Highlights: A deep-learning algorithm was developed to detect Alzheimer's disease (AD) and mild cognitive impairment (MCI) using OCT images.The combined model outperformed single OCT parameters in both Asian and White cohorts.The study demonstrates the potential of OCT-based deep-learning algorithms for AD and MCI detection.

光学相干断层扫描(OCT)检测阿尔茨海默病(AD)和轻度认知障碍(MCI)的诊断性能仍然有限。我们的目标是开发一种使用OCT检测AD和MCI的深度学习算法。方法:我们进行了一项横断面研究,涉及228名亚洲参与者(173例/55对照),对68名亚洲参与者(52例/16对照)和85名白人参与者(39例/46对照)进行模型开发和测试。使用OCT的特征来开发一个集成的三边深度学习模型。结果:三边模型在亚洲(曲线下面积[AUC] = 0.91比0.71-0.72,p = 0.022-0.032)和怀特(AUC = 0.84比0.58-0.75,p = 0.056- p > 0.05)显著优于单一非深度学习模型。讨论:使用深度学习或传统统计模型的两种多模态方法都有望用于AD和MCI检测。这些模型之间的选择可能取决于计算资源、可解释性偏好和临床需求。重点:开发了一种深度学习算法,用于使用OCT图像检测阿尔茨海默病(AD)和轻度认知障碍(MCI)。在亚洲和白人队列中,联合模型优于单一OCT参数。该研究证明了基于oct的深度学习算法在AD和MCI检测中的潜力。
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引用次数: 0
Computerized cognitive testing to capture cognitive decline in Alzheimer's disease: Longitudinal findings from the ARMADA study. 计算机认知测试捕捉阿尔茨海默病的认知能力下降:ARMADA研究的纵向发现。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-14 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70046
Roos J Jutten, Emily H Ho, Tatiana Karpouzian-Rogers, Carol van Hulle, Cynthia Carlsson, Hiroko H Dodge, Cindy J Nowinski, Richard Gershon, Sandra Weintraub, Dorene M Rentz

Introduction: Timely detection and tracking of Alzheimer's disease (AD) -related cognitive decline has become a public health priority. We investigated whether the NIH Toolbox for Assessment of Neurological and Behavioral Function-Cognition Battery (NIHTB-CB) detects AD-related cognitive decline.

Methods: N = 171 participants (age 76.5 ± 8; 53% female, 34% Aβ-positive) from the ARMADA study completed the NIHTB-CB at baseline, 12 months, and 24 months. Linear mixed-effect models correcting for demographics were used to examine cross-sectional and longitudinal NIHTB-CB scores in individuals across the clinical AD spectrum.

Results: Compared to Aβ-negative healthy controls, Aβ-positive individuals with amnestic MCI or mild AD performed worse on all NIHTB-CB measures and showed an accelerated decline in processing speed, working memory, and auditory word comprehension tests.

Discussion: These findings support the use of the NIHTB-CB in early AD, but also imply that the optimal NIHTB-CB composite score to detect change over time may differ across clinical stages of AD. Future directions include replication of these findings in larger and more demographically diverse samples.

Highlights: We examined NIH Toolbox-Cognition Battery scores across the clinical AD spectrum.All NIH Toolbox tests detected cross-sectional cognitive impairment in MCI-to-mild AD.Three NIH Toolbox tests captured further decline over time in MCI-to-mild AD.The NIH Toolbox can facilitate timely detection of AD-related cognitive decline.

及时发现和跟踪阿尔茨海默病(AD)相关的认知能力下降已成为公共卫生的优先事项。我们调查了美国国立卫生研究院神经和行为功能评估工具箱-认知电池(NIHTB-CB)是否能检测到ad相关的认知衰退。方法:N = 171例受试者(年龄76.5±8岁;ARMADA研究中53%的女性,34%的a β阳性)在基线、12个月和24个月完成了NIHTB-CB。采用校正人口统计学的线性混合效应模型来检查临床AD谱中个体的横断面和纵向NIHTB-CB评分。结果:与a β阴性的健康对照相比,a β阳性的健全性MCI或轻度AD患者在所有NIHTB-CB测试中表现更差,并且在处理速度、工作记忆和听觉单词理解测试中表现出加速下降。讨论:这些发现支持在早期AD中使用NIHTB-CB,但也意味着用于检测随时间变化的最佳NIHTB-CB综合评分可能因AD的临床阶段而异。未来的方向包括在更大的、人口统计学上更多样化的样本中复制这些发现。重点:我们检查了NIH工具箱认知电池在临床AD谱上的得分。所有NIH工具箱测试都检测到mci至轻度AD的横断面认知障碍。三项NIH工具箱测试显示,随着时间的推移,轻度AD的mci进一步下降。NIH工具箱可以促进及时发现ad相关的认知能力下降。
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引用次数: 0
Identifying cognitive test scores associated with early tau burden in Alzheimer's disease. 识别认知测试分数与阿尔茨海默病早期tau负荷相关。
IF 4 Q1 CLINICAL NEUROLOGY Pub Date : 2025-01-14 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70052
Caitlin M Terao, Madeline Wood Alexander, R Philip Chalmers, Silina Z Boshmaf, Jane Paterson, Sandra E Black, Kathryn V Papp, Reisa A Sperling, Jennifer S Rabin

Introduction: This study aimed to identify cognitive tests that optimally relate to tau positron emission tomography (PET) signal in the inferior temporal cortex (ITC), a neocortical region associated with early tau accumulation in Alzheimer's disease (AD).

Methods: We analyzed cross-sectional data from the harvard aging brain study (HABS) (= 128) and the Anti-Amyloid Treatment in Asymptomatic Alzheimer's (A4) study (= 393). We used elastic net regression to identify the most robust cognitive correlates of tau PET signal in the ITC. Secondary analyses examined whether the cognitive correlates remained significantly associated with tau after adjusting for structural brain measures.

Results: Episodic memory measures, including both total and "process" scores, were the most robust correlates of ITC tau across both cohorts. These cognitive test scores remained significant after accounting for structural brain measures.

Discussion: These findings highlight the potential of specific episodic memory test scores to detect and monitor neuropathological changes associated with early AD.

Highlights: Machine learning identified cognitive correlates of early Alzheimer's disease tau burden.Both traditional and process scores predicted early tau burden.Episodic memory scores were among the strongest correlates.Cognitive scores remained significant after accounting for structural brain measures.

本研究旨在确定与颞下皮层(ITC)中tau正电子发射断层扫描(PET)信号最相关的认知测试,颞下皮层是与阿尔茨海默病(AD)早期tau积累相关的新皮质区域。方法:我们分析了哈佛衰老脑研究(HABS) (n = 128)和抗淀粉样蛋白治疗无症状阿尔茨海默病(A4)研究(n = 393)的横断面数据。我们使用弹性网络回归来识别ITC中tau PET信号最稳健的认知相关。二次分析检查了在调整大脑结构测量后,认知相关性是否仍与tau显着相关。结果:情景记忆测量,包括总得分和“过程”得分,在两个队列中都是ITC tau最强大的相关性。在考虑到大脑结构测量后,这些认知测试分数仍然显著。讨论:这些发现强调了特定情景记忆测试分数在检测和监测与早期AD相关的神经病理变化方面的潜力。重点:机器学习确定了早期阿尔茨海默病tau负担的认知相关性。传统评分和流程评分均可预测早期tau负荷。情景记忆得分是相关性最强的。考虑到大脑结构测量后,认知得分仍然显著。
{"title":"Identifying cognitive test scores associated with early tau burden in Alzheimer's disease.","authors":"Caitlin M Terao, Madeline Wood Alexander, R Philip Chalmers, Silina Z Boshmaf, Jane Paterson, Sandra E Black, Kathryn V Papp, Reisa A Sperling, Jennifer S Rabin","doi":"10.1002/dad2.70052","DOIUrl":"10.1002/dad2.70052","url":null,"abstract":"<p><strong>Introduction: </strong>This study aimed to identify cognitive tests that optimally relate to tau positron emission tomography (PET) signal in the inferior temporal cortex (ITC), a neocortical region associated with early tau accumulation in Alzheimer's disease (AD).</p><p><strong>Methods: </strong>We analyzed cross-sectional data from the harvard aging brain study (HABS) (<i>n </i>= 128) and the Anti-Amyloid Treatment in Asymptomatic Alzheimer's (A4) study (<i>n </i>= 393). We used elastic net regression to identify the most robust cognitive correlates of tau PET signal in the ITC. Secondary analyses examined whether the cognitive correlates remained significantly associated with tau after adjusting for structural brain measures.</p><p><strong>Results: </strong>Episodic memory measures, including both total and \"process\" scores, were the most robust correlates of ITC tau across both cohorts. These cognitive test scores remained significant after accounting for structural brain measures.</p><p><strong>Discussion: </strong>These findings highlight the potential of specific episodic memory test scores to detect and monitor neuropathological changes associated with early AD.</p><p><strong>Highlights: </strong>Machine learning identified cognitive correlates of early Alzheimer's disease tau burden.Both traditional and process scores predicted early tau burden.Episodic memory scores were among the strongest correlates.Cognitive scores remained significant after accounting for structural brain measures.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70052"},"PeriodicalIF":4.0,"publicationDate":"2025-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11730071/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142985355","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
期刊
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring
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