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Free Recall Outperforms Story Recall in Associations with Plasma Biomarkers in Preclinical Alzheimer Disease 在与临床前阿尔茨海默病血浆生物标记物的关联方面,自由回忆优于故事回忆
IF 6.4 Q2 BUSINESS Pub Date : 2024-07-02 DOI: 10.14283/jpad.2024.130
Andrew Aschenbrenner, J. J. Hassenstab, S. E. Schindler, S. Janelidze, O. Hansson, J. C. Morris, E. Grober

Background

A decline in episodic memory is one of the earliest cognitive characteristics of Alzheimer disease and memory tests are heavily featured in cognitive composite endpoints that are used to demonstrate treatment efficacy. Assessments of episodic memory can take many forms including free recall, associate learning, and paragraph or story recall. Plasma biomarkers of Alzheimer disease are now widely available and will likely form the backbone of cohort enrichment strategies for future clinical trials. Thus, it is critical to evaluate which episodic memory measures are most sensitive to plasma markers of Alzheimer disease pathology.

Objectives

To compare the associations of common episodic memory tests with plasma biomarkers of Alzheimer disease.

Design

Longitudinal cohort study.

Setting

Academic medical center in the midwestern United States.

Participants

A total of 161 cognitively normal older adults with at least one plasma biomarker assessment and two or more annual clinical and cognitive assessments which included up to three different tests of episodic memory.

Measurements

Episodic memory performance using free recall, paired associates recall or paragraph recall. Plasma Aβ42, Aβ40, ptau217, and neurofilament light chain were measured.

Results

Free recall on the Free and Cued Selective Reminding Test with Immediate Recall (FCSRT + IR) was substantially more sensitive to longitudinal cognitive change associated with abnormal baseline plasma Aβ42/Aβ40 and ptau217 compared to other measures of episodic memory. A cognitive composite that included only free recall showed larger decline associated with baseline Aβ42/Aβ40 when compared to those that included paragraph recall. Differences in decline across composites were minimal when considering baseline ptau217 or NfL.

Conclusion

Episodic memory is a critical domain to assess in preclinical Alzheimer disease. Methods of assessing memory are not equal and longitudinal change in free recall substantially outperformed both paired associates and paragraph recall. Clinical trial results will depend critically on the episodic memory test(s) that are chosen for a composite endpoint and free recall from the FCSRT + IR is an optimal memory measure to include rather than paired associates or paragraph recall.

背景外显记忆衰退是阿尔茨海默病最早出现的认知特征之一,记忆测试在用于证明疗效的认知综合终点中占有重要地位。外显记忆的评估有多种形式,包括自由回忆、联想学习、段落或故事回忆。阿尔茨海默病的血浆生物标志物现已广泛应用,并可能成为未来临床试验队列富集策略的支柱。因此,评估哪些外显记忆测量方法对阿尔茨海默病病理血浆标志物最敏感至关重要。研究目的 比较常见外显记忆测试与阿尔茨海默病血浆生物标志物之间的关联。参与者 共有 161 名认知正常的老年人,他们至少接受过一次血浆生物标志物评估和两次或两次以上的年度临床和认知评估,其中包括多达三种不同的外显记忆测试。结果与其他外显记忆测量方法相比,自由回忆与即刻回忆选择性记忆测试(FCSRT + IR)对与基线血浆Aβ42/Aβ40和ptau217异常相关的纵向认知变化更为敏感。与包含段落回忆的认知综合指标相比,仅包含自由回忆的认知综合指标与基线 Aβ42/Aβ40 相关的下降幅度更大。在考虑基线 ptau217 或 NfL 时,不同综合指标的下降差异很小。评估记忆的方法不尽相同,自由回忆的纵向变化大大优于配对联想和段落回忆。临床试验结果很大程度上取决于为综合终点所选择的外显记忆测试,FCSRT + IR 的自由回忆是最佳的记忆测量方法,而不是配对联想或段落回忆。
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引用次数: 0
A Statistical Framework for Assessing the Relationship between Biomarkers and Clinical Endpoints in Alzheimer’s Disease 评估阿尔茨海默病生物标记物与临床终点之间关系的统计框架
IF 6.4 Q2 BUSINESS Pub Date : 2024-07-02 DOI: 10.14283/jpad.2024.126
Tianle Chen, R. M. Hutchison, C. Rubel, J. Murphy, J. Xie, P. Montenigro, W. Cheng, K. Fraser, G. Dent, S. Hendrix, O. Hansson, P. Aisen, Y. Tian, J. O’Gorman

Changes in biomarker levels of Alzheimer’s disease (AD) reflect underlying pathophysiological changes in the brain and can provide evidence of direct and downstream treatment effects linked to disease modification. Recent results from clinical trials of anti–amyloid β (Aβ) treatments have raised the question of how to best characterize the relationship between AD biomarkers and clinical endpoints. Consensus methodology for assessing such relationships is lacking, leading to inconsistent evaluation and reporting. In this review, we provide a statistical framework for reporting treatment effects on early and late accelerating AD biomarkers and assessing their relationship with clinical endpoints at the subject and group levels. Amyloid positron emission tomography (PET), plasma p-tau, and tau PET follow specific trajectories during AD and are used as exemplar cases to contrast biomarkers with early and late progression. Subject-level correlation was assessed using change from baseline in biomarkers versus change from baseline in clinical endpoints, and interpretation of the correlation is dependent on the biomarker and disease stage. Group-level correlation was assessed using the placebo-adjusted treatment effects on biomarkers versus those on clinical endpoints in each trial. This correlation leverages the fundamental advantages of randomized placebo-controlled trials and assesses the predictivity of a treatment effect on a biomarker or clinical benefit. Harmonization in the assessment of treatment effects on biomarkers and their relationship to clinical endpoints will provide a wealth of comparable data across clinical trials and may yield new insights for the treatment of AD.

阿尔茨海默病(AD)生物标志物水平的变化反映了大脑潜在的病理生理变化,并能提供与疾病改变相关的直接和下游治疗效果的证据。抗淀粉样蛋白β(Aβ)治疗临床试验的最新结果提出了一个问题:如何最好地描述阿尔茨海默病生物标志物与临床终点之间的关系。目前还缺乏评估这种关系的共识方法,导致评估和报告不一致。在这篇综述中,我们提供了一个统计框架,用于报告对早期和晚期加速性痴呆症生物标志物的治疗效果,并评估它们与受试者和群体临床终点之间的关系。淀粉样蛋白正电子发射断层扫描(PET)、血浆p-tau和tau PET在AD期间遵循特定的轨迹,我们将其作为范例来对比早期和晚期进展的生物标志物。受试者层面的相关性是通过生物标记物的基线变化与临床终点的基线变化来评估的,相关性的解释取决于生物标记物和疾病阶段。组间相关性是通过安慰剂调整后的治疗对生物标志物的影响与对每项试验中临床终点的影响来评估的。这种相关性利用了随机安慰剂对照试验的基本优势,并评估了治疗效果对生物标志物或临床益处的预测性。统一评估治疗对生物标志物的影响及其与临床终点的关系将为各临床试验提供大量可比数据,并可能为AD的治疗带来新的启示。
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引用次数: 0
Update to: Two Randomized Phase 3 Studies of Aducanumab in Early Alzheimer’s Disease 更新至阿杜单抗治疗早期阿尔茨海默病的两项 3 期随机研究
IF 6.4 Q2 BUSINESS Pub Date : 2024-07-01 DOI: 10.14283/jpad.2024.147
C. Rubel, T. Chen, Gersham Dent
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引用次数: 0
Multidomain Intervention Trial for Preventing Cognitive Decline among Older Adults with Type 2 Diabetes: J-MIND-Diabetes 预防 2 型糖尿病老年人认知能力下降的多领域干预试验:J-MIND-Diabetes
IF 6.4 Q2 BUSINESS Pub Date : 2024-06-26 DOI: 10.14283/jpad.2024.117
T. Sugimoto, A. Araki, H. Fujita, K. Fujita, K. Honda, N. Inagaki, T. Ishida, J. Kato, M. Kishi, Y. Kishino, K. Kobayashi, K. Kouyama, Y. Kuroda, S. Kuwahata, N. Matsumoto, T. Murakami, H. Noma, J. Ogino, M. Ogura, M. Ohishi, H. Shimada, K. Sugimoto, T. Takenaka, Y. Tamura, H. Tokuda, K. Uchida, H. Umegaki, Takashi Sakurai

Background

No multidomain intervention trials have been designed for the prevention of cognitive decline in older adults with type 2 diabetes.

Objectives

To investigate the efficacy of a multidomain intervention in preventing cognitive decline in older adults with type 2 diabetes and cognitive impairment.

Design

Eighteen-month, multi-centered, randomized controlled trial.

Setting

Twelve hospitals in Japan.

Participants

Outpatients with type 2 diabetes aged 70–85 years with cognitive impairment.

Intervention

The multidomain intervention program includes management of metabolic and vascular risk factors, exercise, nutritional counseling, and promotion of social participation. Participants in the control group received usual care and treatment for type 2 diabetes.

Measurements

The primary outcome was the change in a composite score combining several neuropsychological tests from baseline to the 18-month follow-up. To assess the differences in cognitive changes between the intervention and control groups, a mixed-effects model for repeated measures was used.

Results

Between March 13, 2019, and May 8, 2020, 361 participants were screened, and 154 were randomly assigned to either the intervention group (n = 81) or the control group (n = 73). Finally, 110 participants completed the trial. The between-group difference in the composite score changes was 0.068 (95% confidence interval, −0.091 to 0.226). Analyses for secondary outcomes indicated a positive impact of the intervention on memory and indicated that the intervention led to changes in dietary habits with increased intakes of niacin and meat, along with weight reduction compared to the control group.

Conclusion

The multidomain intervention did not demonstrate efficacy in preventing cognitive decline. However, this trial provided proof-of-concept evidence that multidomain interventions may offer cognitive benefits and contribute to changes in dietary behavior and weight reduction in older adults with type 2 diabetes and cognitive impairment. These findings should be confirmed in future studies.

背景目前还没有针对预防老年 2 型糖尿病患者认知功能衰退的多领域干预试验。目的研究多领域干预对预防老年 2 型糖尿病患者认知功能衰退的疗效。干预措施多领域干预计划包括代谢和血管风险因素管理、运动、营养咨询和促进社会参与。测量主要结果是几项神经心理学测试的综合得分从基线到18个月随访期间的变化。为了评估干预组和对照组之间认知变化的差异,采用了重复测量的混合效应模型。结果在2019年3月13日至2020年5月8日期间,共筛选出361名参与者,其中154人被随机分配到干预组(n = 81)或对照组(n = 73)。最后,110 名参与者完成了试验。综合评分变化的组间差异为 0.068(95% 置信区间,-0.091 至 0.226)。对次要结果的分析表明,干预对记忆力有积极影响,并表明干预导致了饮食习惯的改变,增加了烟酸和肉类的摄入量,与对照组相比,体重有所减轻。不过,这项试验提供了概念验证证据,证明多领域干预措施可能对患有 2 型糖尿病和认知障碍的老年人的认知能力有益,并有助于改变他们的饮食行为和减轻体重。这些发现应在今后的研究中得到证实。
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引用次数: 0
Leveraging Diverse Regulated Cell Death Patterns to Identify Diagnosis Biomarkers for Alzheimer’s Disease 利用不同的调控细胞死亡模式确定阿尔茨海默病的诊断生物标志物
IF 6.4 Q2 BUSINESS Pub Date : 2024-06-26 DOI: 10.14283/jpad.2024.119
L. Ren, Q. Zhang, J. Zhou, X. Wang, D. Zhu, Xueyan Chen

Background

The functions of regulated cell death (RCD) are closely related to Alzheimer’s disease (AD). However, very few studies have systematically investigated the diagnosis and immunologic role of RCD-related genes in AD patients.

Methods

8 multicenter AD cohorts were included in this study, and then were merged into a meta cohort. Then, an unsupervised clustering analysis was carried out to detect unique subtypes of AD based on RCD-related genes. Subsequently, differently expressed genes (DEGs) and weighted correlation network analysis (WGCNA) between subtypes were identified. Finally, to establish an optimal risk model, an RCD. score was constructed by using computational algorithm (10 machine-learning algorithms, 113 combinations).

Results

We identified two distinct subtypes based on RCD-related genes, each exhibiting distinct hallmark pathway activity and immunologic landscape. Specifically, cluster.A patients had a higher immune infiltration, a higher immune modulators and poor AD progression. Utilizing the shared DEGs and WGCNA of these subtypes, we constructed an RCD. score that demonstrated excellent predictive ability in AD across multiple datasets. Furthermore, RCD.score was identified to exhibit the strongest association with poor AD progression. Mechanistically, we observed activation of signaling pathways and effective immune infiltration and immune modulators in the high RCD.score group, thus leading to a poor AD progression. Additionally, Mendelian randomization screening revealed four genes (CXCL1, ENTPD2, METTL7A, and SERPINB6) as feature genes for AD.

Conclusion

The RCD model is a valuable tool in categorizing AD patients. This model can be of great assistance to clinicians in determining the most suitable personalized treatment plan for each individual AD patient.

背景调节性细胞死亡(RCD)的功能与阿尔茨海默病(AD)密切相关。本研究纳入了8个多中心AD队列,并将其合并为一个元队列。然后,进行无监督聚类分析,根据 RCD 相关基因检测 AD 的独特亚型。随后,确定了亚型之间的不同表达基因(DEGs)和加权相关网络分析(WGCNA)。最后,为了建立最佳风险模型,我们使用计算算法(10 种机器学习算法,113 种组合)构建了 RCD 评分。具体来说,A组患者的免疫浸润程度较高,免疫调节因子较高,AD进展较慢。利用这些亚型共有的 DEGs 和 WGCNA,我们构建了一个 RCD 评分,该评分在多个数据集上都显示出了对 AD 的出色预测能力。此外,我们还发现 RCD.score 与 AD 的不良进展关系最为密切。从机理上讲,我们观察到高 RCD.score 组中信号通路的激活、有效的免疫渗透和免疫调节剂,从而导致了 AD 的不良进展。此外,孟德尔随机筛选发现四个基因(CXCL1、ENTPD2、METTL7A 和 SERPINB6)是 AD 的特征基因。RCD模型是对AD患者进行分类的重要工具,可帮助临床医生为每位AD患者确定最合适的个性化治疗方案。
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引用次数: 0
Development and Concurrent Validity of the Short-Form CogDrisk Dementia Risk Assessment Tool 短式 CogDrisk 痴呆症风险评估工具的开发与并发有效性
IF 6.4 Q2 BUSINESS Pub Date : 2024-06-25 DOI: 10.14283/jpad.2024.108
Kaarin J. Anstey, M. H. Huque, S. Kootar, R. Eramudugolla, M. Li

Evidence-based dementia risk assessment is required to inform individual and policy-level dementia risk reduction interventions. We developed the CogDrisk Short Form (CogDrisk-SF) to assess dementia risk factors, for situations where time and resources are limited. To evaluate concurrent validity with the original CogDrisk, we conducted an online survey using a repeated-measures, counterbalanced design. Community dwelling participants (n = 647, 50.1% were female, mean age 62.2 years, age range 40–89) completed the survey. The mean(sd) score for CogDrisk-SF and the CogDrisk was 9.7 (5.3) and 9.9 (5.5), respectively. The intraclass correlation between the risk score obtained from CogDrisk and CogDrisk-SF was 0.92. Fish intake, insomnia and depression had percentage agreements of 79%, 87% and 89% respectively. Other items had >95% agreement except for loneliness (94%), hypertension (94%), cholesterol (93%), atrial fibrillation (91%) and cognitive activity (90%). Very high agreement between the CogDrisk-SF and original CogDrisk shows that CogDrisk-SF is valid for use in research and clinical practice.

需要基于证据的痴呆症风险评估,以便为个人和政策层面的痴呆症风险降低干预措施提供依据。我们开发了 CogDrisk 短表(CogDrisk-SF)来评估痴呆症风险因素,以应对时间和资源有限的情况。为了评估 CogDrisk 与原始 CogDrisk 的并发有效性,我们采用重复测量、平衡设计进行了在线调查。社区居民参与者(n = 647,50.1% 为女性,平均年龄 62.2 岁,年龄范围 40-89)完成了调查。CogDrisk-SF 和 CogDrisk 的平均分(sd)分别为 9.7 (5.3) 和 9.9 (5.5)。从 CogDrisk 和 CogDrisk-SF 中获得的风险评分的类内相关性为 0.92。鱼类摄入量、失眠和抑郁的一致性分别为 79%、87% 和 89%。除孤独感(94%)、高血压(94%)、胆固醇(93%)、心房颤动(91%)和认知活动(90%)外,其他项目的一致性均为 95%。CogDrisk-SF与原始CogDrisk之间的高度一致性表明,CogDrisk-SF可用于研究和临床实践。
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引用次数: 0
Performance of Plasma Biomarkers Combined with Structural MRI to Identify Candidate Participants for Alzheimer’s Disease-Modifying Therapy 血浆生物标志物与结构性核磁共振成像相结合,确定阿尔茨海默病调节疗法的候选参与者
IF 6.4 Q2 BUSINESS Pub Date : 2024-06-21 DOI: 10.14283/jpad.2024.110
M. Manjavong, J. M. Kang, A. Diaz, M. T. Ashford, J. Eichenbaum, A. Aaronson, M. J. Miller, S. Mackin, R. Tank, M. Weiner, Rachel L. Nosheny

Background

Recently, two monoclonal antibodies that lower amyloid plaques have shown promising results for the treatment of Mild Cognitive Impairment (MCI) and mild dementia due to Alzheimer’s disease (AD). These treatments require the identification of cognitively impaired older adults with biomarker evidence of AD pathology using CSF biomarkers or amyloid-PET. Previous studies showed plasma biomarkers (plasma Aβ42/Aβ40 and p-tau181) and hippocampal volume from structural MRI correlated with brain amyloid pathology. We hypothesized plasma biomarkers with hippocampal volume would identify patients who are suitable candidates for disease-modifying therapy.

Objectives

To evaluate the performance of plasma AD biomarkers and hippocampal atrophy to detect MCI or AD with amyloid pathology confirmed by amyloid-PET or CSF biomarkers in ADNI.

Design

A cross-sectional and longitudinal study.

Setting and Participants

Data were from the Alzheimer’s Disease Neuroimaging Initiative. Participants were aged 55–90 years old with plasma biomarker and structural MRI brain data.

Measurements

The optimum cut-off point for plasma Aβ42/Aβ40, p-tau181, and NFL and the performance of combined biomarkers and hippocampal atrophy for detecting cognitive impairment with brain amyloid pathology were evaluated. The association between baseline plasma biomarkers and clinical progression, defined by CDR-Sum of Boxes (CDR-SB) and diagnostic conversion over two years, was evaluated using a Weibull time-to-event analysis.

Results

A total of 428 participants were included; 167 had normal cognition, 245 had MCI, and 16 had mild AD. Among MCI and AD, 140 participants had elevated amyloid levels by PET or CSF. Plasma Aβ42/Aβ40 provided the best accuracy (sensitivity 79%, specificity 66%, AUC 0.73, 95% CI 0.68–0.77) to detect drug candidate participants at baseline. Combined plasma Aβ42/40, p-tau181, and hippocampal atrophy increased the specificity for diagnosis (96%), but had lower sensitivity (34%), and AUC (0.65). Hippocampal atrophy combined with the abnormal plasma p-tau181 or hippocampal atrophy alone showed high sensitivity to detect clinical progression (by CDR-SB worsening) of the drug-candidate participants within the next 2 years (sensitivity 93% and 89%, respectively).

Conclusion

Plasma biomarkers and structural MRI can help identify patients who are currently eligible for anti-amyloid treatment and are likely to progress clinically, in cases where amyloid-PET or CSF biomarkers are not available.

背景最近,两种能降低淀粉样蛋白斑块的单克隆抗体在治疗阿尔茨海默病(AD)引起的轻度认知障碍(MCI)和轻度痴呆症方面显示出了良好的效果。这些治疗方法需要使用脑脊液生物标志物或淀粉样蛋白-PET来识别有认知障碍且有阿尔茨海默病病理生物标志物证据的老年人。以前的研究表明,血浆生物标志物(血浆 Aβ42/Aβ40 和 p-tau181)和结构磁共振成像的海马体积与脑淀粉样病理相关。我们假设血浆生物标志物和海马体积能识别出适合接受疾病调节疗法的患者。目的评估血浆AD生物标志物和海马萎缩在ADNI中检测经淀粉样蛋白-PET或CSF生物标志物证实有淀粉样病理的MCI或AD的性能。测量评估了血浆 Aβ42/Aβ40、p-tau181 和 NFL 的最佳截断点,以及综合生物标志物和海马萎缩在检测伴有脑淀粉样病理学的认知障碍方面的性能。采用Weibull时间-事件分析法评估了基线血浆生物标志物与临床进展(以CDR-方框总和(CDR-SB)定义)之间的关系。在 MCI 和 AD 患者中,140 人的 PET 或 CSF 淀粉样蛋白水平升高。血浆 Aβ42/Aβ40 检测基线候选药物参与者的准确性最高(灵敏度 79%,特异性 66%,AUC 0.73,95% CI 0.68-0.77)。结合血浆 Aβ42/40、p-tau181 和海马萎缩可提高诊断的特异性(96%),但灵敏度(34%)和 AUC(0.65)较低。海马萎缩与血浆p-tau181异常相结合或海马萎缩单独存在,对检测未来2年内候选药物参与者的临床进展(CDR-SB恶化)具有较高的灵敏度(灵敏度分别为93%和89%)。
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引用次数: 0
Performance of a Short Version of the Everyday Cognition Scale (ECog-12) to Detect Cognitive Impairment 简易版日常认知量表 (ECog-12) 在检测认知障碍方面的表现
IF 6.4 Q2 BUSINESS Pub Date : 2024-06-21 DOI: 10.14283/jpad.2024.109
M. Manjavong, A. Diaz, M. T. Ashford, A. Aaronson, M. J. Miller, J. M. Kang, S. Mackin, R. Tank, B. Landavazo, D. Truran, S. T. Farias, M. Weiner, Rachel L. Nosheny

Background

The Everyday Cognition (ECog) 12-item scale, a functional decline measurement, can distinguish dementia from cognitively unimpaired (CU). Limited data compare ECog-12 performance by raters (self vs. informant) and scoring systems (average numeric vs. categorical grouping) to differentiate cognitive statuses.

Objectives

To evaluate the performance of ECog-12 in differentiation cognitive statuses.

Design

A cross-sectional diagnostic test study.

Setting and Participants

Data from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) study are analyzed. Participants were aged 55–90 years old divided into subgroups based on diagnostic criteria.

Measurements

We evaluated ECog-12 performance across different diagnostic groups, such as CU vs cognitive impairment (CI; mild cognitive impairment (MCI), and dementia), and the association between ECog-12 and CI. This procedure was repeated for self- and partner (informant)-reports. Additionally, types of ECog scores were also assessed, where an average ECog score was calculated (continuous numeric) as well as a categorical grouping (“any occasional declined” or “any consistently declined”) based on item-level responses to ECog questions.

Results

ECog-12 cut-off scores of 1.36 (self-reported) and 1.45 (partner-reported) distinguish CU from CI with AUC 0.7 and 0.78, respectively. Adding a memory-concern question improved self-reported-ECog AUC to 0.79. Self- and partner-reported “consistently-declined” ECog-12 categorical grouping provided AUC 0.69 and 0.78. The study partner reported ECog-12 showed a greater association with CI than self-reported, with odds ratios of 35.45 and 8.79, respectively.

Conclusion

Study partner-reported ECog scores performed better than self-reported ECog-12 in differentiating cognitive statuses, and a higher study partner reported ECog score was a higher prognostic risk for CI. A memory concern question could enhance self-reported ECog-12 performance. This further emphasizes the need to obtain data from study partners for research and clinical practice.

背景日常认知(ECog)12项量表是一种功能衰退测量方法,可将痴呆症与认知功能未受损者(CU)区分开来。有限的数据比较了ECog-12在区分认知状态方面的评分者(自我评分与信息提供者评分)和评分系统(平均数字分组与分类分组)的表现。目的 评估ECog-12在区分认知状态方面的表现。测量我们评估了ECog-12在不同诊断组中的表现,如CU与认知障碍(CI;轻度认知障碍(MCI)和痴呆),以及ECog-12与CI之间的关联。这一过程在自我报告和伴侣(线人)报告中重复进行。此外,还评估了ECog得分的类型,根据对ECog问题的条目级回答,计算出ECog平均得分(连续数字)和分类分组("任何偶尔下降 "或 "任何持续下降")。结果ECog-12的临界值为1.36(自我报告)和1.45(伴侣报告),AUC分别为0.7和0.78,可将CU与CI区分开来。增加一个记忆相关问题后,自我报告-ECog 的 AUC 提高到了 0.79。自我和研究伙伴报告的 "持续下降 "ECog-12分类分组的AUC分别为0.69和0.78。在区分认知状态方面,研究对象报告的 ECog 评分比自我报告的 ECog 评分更好,研究对象报告的 ECog 评分越高,CI 的预后风险越高。记忆问题可提高自我报告的ECog-12成绩。这进一步强调了在研究和临床实践中从研究伙伴处获取数据的必要性。
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引用次数: 0
Alzheimer’s Disease Linkage to Real-World Evidence (AD-LINE) Study: Linking Claims Data to Phase 3 GRADUATE Study of Gantenerumab 阿尔茨海默病与现实世界证据关联研究(AD-LINE):将索赔数据与甘特宁单抗 GRADUATE 3 期研究联系起来
IF 6.4 Q2 BUSINESS Pub Date : 2024-06-21 DOI: 10.14283/jpad.2024.115
H. Fillit, S. Seleri Assunção, Thomas Majda, C. D. Ng, T. M. To, I. M. Abbass, K. Raimundo, C. Wallick, O. V. Tcheremissine

Background

Linking data from clinical trials and real-world claims may improve the robustness of trial data and provide information on the health, economic, and societal impacts of a disease.

Objective

To report on the feasibility of linking trial data to Medicare claims data in early symptomatic Alzheimer’s disease (AD) in the US.

Design and Setting

Alzheimer’s Disease Linkage to Real-World Evidence (AD-LINE) was a noninterventional cohort study that included participants recruited from the GRADUATE program whose trial data were linked to their Medicare claims.

Participants

AD-LINE participants were 66 years and older with early symptomatic AD (ie, mild cognitive impairment [MCI] due to AD or mild AD dementia) and were enrolled in the GRADUATE program and a Medicare fee-for-service or Medicare Advantage plan.

Measurements

The Centers for Medicare & Medicaid Services linked participants’ clinical trial identifiers to their Medicare beneficiary identifiers using a deterministic, exact matching process. Demographics and clinical characteristics of the AD-LINE cohort at baseline were collected. Outcomes measured in this study included healthcare resource utilization derived from Medicare claims data.

Results

In total, 147 participants across 21 US sites were invited to participate and 111 provided informed consent. Of those, 61 patients had linkable data (ie, Medicare beneficiary identifier), Medicare Parts A/B enrollment, and no health maintenance organization (HMO) enrollment in the year before trial entry. Of the 61 participants whose data were analyzed in this study, 30 had MCI due to AD and 31 had mild AD dementia. Participants in the MCI due to AD group had more healthcare resource utilization on average in the baseline period than those in the mild AD dementia group (29.9 [SD, 20.9] vs 24.5 claims [SD, 12.3]). In an ad hoc analysis, a relatively high concordance (85.3%) was seen between the rates of clinically confirmed AD diagnosis and evidence of AD diagnosis in claims data.

Conclusion

This linkage process may serve as a proof of concept for researchers interested in linking clinical trial and real-world claims data. The lessons learned from AD-LINE and innovation of data linkage approaches may encourage key stakeholders to link data in the future.

背景将临床试验数据与现实世界的理赔数据联系起来可以提高试验数据的稳健性,并提供有关疾病对健康、经济和社会影响的信息。目的报告将美国早期症状性阿尔茨海默病(AD)的试验数据与医疗保险理赔数据联系起来的可行性。设计与设置阿尔茨海默病与现实世界证据关联研究(AD-LINE)是一项非介入性队列研究,研究对象包括从GRADUATE项目中招募的参与者,其试验数据已与他们的医疗保险理赔数据关联。AD-LINE的参与者年龄在66岁及以上,患有早期症状性AD(即由AD或轻度AD痴呆引起的轻度认知障碍[MCI]),并参加了GRADUATE项目和医疗保险付费服务或医疗保险优势计划。收集了AD-LINE队列基线时的人口统计学特征和临床特征。本研究测量的结果包括从医疗保险理赔数据中得出的医疗资源利用情况。结果美国 21 个研究机构共邀请了 147 名参与者参与研究,其中 111 人提供了知情同意书。其中,61 名患者拥有可链接数据(即联邦医疗保险受益人标识符)、联邦医疗保险 A/B 部分参保记录,且在加入试验前一年未加入健康维护组织 (HMO)。本研究分析了 61 名参与者的数据,其中 30 人患有注意力缺失导致的 MCI,31 人患有轻度注意力缺失导致的痴呆。与轻度 AD 痴呆症组相比,因 AD 引起的 MCI 组的参与者在基线期平均使用了更多的医疗资源(29.9 [SD, 20.9] vs 24.5 claims [SD, 12.3])。在一项特别分析中,临床确诊的 AD 诊断率与索赔数据中 AD 诊断证据之间的一致性相对较高(85.3%)。从 AD-LINE 中吸取的经验教训和数据关联方法的创新可能会鼓励主要利益相关者在未来进行数据关联。
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引用次数: 0
Flavonoid-Rich Fruit Intake in Midlife and Late-Life and Associations with Risk of Dementia: The Framingham Heart Study 中年和晚年富含类黄酮的水果摄入量及其与痴呆症风险的关系:弗雷明汉心脏研究
IF 6.4 Q2 BUSINESS Pub Date : 2024-06-21 DOI: 10.14283/jpad.2024.116
C. Lyu, P. F. Jacques, P. M. Doraiswamy, B. Young, A. S. Gurnani, R. Au, Phillip H. Hwang

Background

Fruits are an important source of flavonoids, and greater intake of dietary flavonoids in older adults has been shown to be associated with decreased risk of dementia. It is unclear whether this relationship is similar or different between younger adults and older adults.

Objectives

We examined for associations between midlife and late-life intake of flavonoid-rich fruits and incident dementia. We hypothesized that greater total cumulative intake of flavonoid-rich fruits in midlife and late-life adults would be associated with reduced risk of all-cause dementia.

Design

Longitudinal, cohort study design.

Setting

Framingham Heart Study, which is a longitudinal, multi-generational community-based cohort based in Framingham, Massachusetts, USA.

Participants

Participants from the Framingham Heart Study Offspring cohort were included (n = 2,790) who attended the fifth core exam between 1991 to 1995, and were dementiafree and at least 45 years of age at that time, as well as had valid food frequency questionnaires from the fifth to ninth core exams.

Measurements

Consumption of fruits with high flavonoid content or are important contributors to overall flavonoid intake was collected via food frequency questionnaire. Flavonoid-rich fruits from the food frequency questionnaire included raisins or grapes, prunes, bananas, fresh apples or pears, apple juice or cider, oranges, orange juice, grapefruit, grapefruit juice, strawberries, blueberries, and peaches, apricots, or plums. Dementia ascertainment was based on a multidisciplinary consensus committee, and included all-cause dementia and Alzheimer’s disease dementia diagnoses based on research criteria. Cox models were used to examine associations between cumulative fruit intake and incident dementia, stratified by midlife (45–59 years; n = 1,642) and late-life (60–82 years; n = 1,148).

Results

Greater cumulative total fruit intake in midlife, but not late-life, was significantly associated with a 44% decreased risk of all-cause dementia (HR = 0.56; 95% CI = 0.32–0.98; p = 0.044). Decreased risk of all-cause dementia was also associated with higher intake of apples or pears in midlife and late-life, as well as higher intake of raisins or grapes in midlife only, and higher intake of oranges, grapefruit, blueberries, and peaches, apricots, or plums in late-life only.

Conclusions

Among participants from the Framingham Heart Study, greater overall consumption of flavonoid-rich fruits in midlife was associated with reduced risk of dementia, though intake of specific fruits in midlife and late-life may have a protective role against dev

背景水果是黄酮类化合物的重要来源,老年人摄入更多的膳食黄酮类化合物与痴呆症风险的降低有关。我们研究了中年和晚年摄入富含类黄酮的水果与痴呆症之间的关系。我们假设,中年和晚年成人累计摄入更多的富含类黄酮的水果与全因痴呆症风险的降低有关。参与者弗拉明汉心脏研究后代队列中的参与者(n = 2,790)在1991年至1995年期间参加了第五次核心检查,当时未患痴呆症且年龄至少在45岁以上,并在第五次至第九次核心检查期间进行了有效的食物频率问卷调查。测量通过食物频率问卷调查收集了类黄酮含量高或对总体类黄酮摄入量有重要贡献的水果的摄入量。食物频率问卷中富含类黄酮的水果包括葡萄干或葡萄、西梅、香蕉、新鲜苹果或梨、苹果汁或苹果酒、橙子、橙汁、柚子、柚子汁、草莓、蓝莓以及桃、杏或李子。痴呆症的确定以多学科共识委员会为基础,包括根据研究标准诊断出的全因痴呆症和阿尔茨海默病痴呆症。结果中年期(45-59 岁;n = 1,642 人)和晚年期(60-82 岁;n = 1,148 人)累计水果总摄入量增加与全因痴呆风险降低 44% 显著相关(HR = 0.56;95% CI = 0.32-0.98;p = 0.044),而晚年期则不然。全因痴呆症风险的降低还与中年和晚年苹果或梨的摄入量较高、仅中年葡萄干或葡萄的摄入量较高、仅晚年橘子、柚子、蓝莓和桃、杏或李子的摄入量较高有关。结论在弗雷明汉心脏研究的参与者中,中年时摄入更多富含类黄酮的水果与痴呆症风险的降低有关,尽管中年和晚年摄入特定水果可能对痴呆症有保护作用。这些发现可能有助于为未来的建议提供参考,即饮食干预何时对整个生命过程中大脑的健康老化最有益。
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引用次数: 0
期刊
The Journal of Prevention of Alzheimer's Disease
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