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Combining Physical and Cognitive Functions to Discriminate Level of Gait Independence in Hospitalized Patients with Alzheimer's Disease. 结合生理和认知功能来判别阿尔茨海默病住院患者步态独立性水平。
IF 2.4 4区 医学 Q2 Medicine Pub Date : 2023-01-01 Epub Date: 2023-06-14 DOI: 10.1159/000531516
Keita Nakagawa, Shusaku Kanai, Sosuke Kitakaze, Hitoshi Okamura

Introduction: Both physical and cognitive functions are required to be assessed to determine the level of gait independence in patients with Alzheimer's disease (AD); nonetheless, a method to achieve this assessment has not been established. This study aimed to investigate the accuracy of an assessment method that combined muscle strength, balance ability, and cognitive function parameters in discriminating the level of gait independence in a real-world setting in hospitalized patients with AD.

Methods: In this cross-sectional study, 63 patients with AD (mean age: 86.1 ± 5.8 years) were classified into three groups according to their gait level: independent, modified independent (independent walking with walking aids), and dependent groups. Discrimination accuracy was calculated for single items of muscle strength, balance ability, and cognitive function tests and for combinations of each.

Results: The combined accuracy of muscle strength, balance ability, and cognitive function had a positive predictive value of 100.0% and a negative predictive value of 67.7% between the independent and modified independent groups. The positive and negative predictive values were 100.0% and 72.4%, respectively, between the modified independent and dependent groups.

Conclusion: This study emphasizes the importance of assessing the level of gait independence in a real-world setting in patients with AD from the perspective of both physical and cognitive functions and proposes a novel method for discriminating an optimal state.

引言:需要评估身体和认知功能,以确定阿尔茨海默病(AD)患者的步态独立性水平;尽管如此,实现这一评估的方法尚未确定。本研究旨在研究一种结合肌肉力量、平衡能力和认知功能参数的评估方法在真实世界环境中区分AD住院患者步态独立性水平的准确性。方法:在这项横断面研究中,63名AD患者(平均年龄:86.1±5.8岁)根据步态水平分为三组:独立组、改良独立组(使用助行器独立行走)和依赖组。计算肌肉力量、平衡能力和认知功能测试的单项以及每项测试的组合的辨别准确性。结果:在独立组和改良独立组之间,肌肉力量、平衡能力和认知功能的综合准确性的阳性预测值为100.0%,阴性预测值为67.7%。改良的独立组和依赖组的阳性和阴性预测值分别为100.0%和72.4%。结论:本研究强调了从身体和认知功能的角度评估AD患者在现实世界中步态独立性水平的重要性,并提出了一种识别最佳状态的新方法。
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引用次数: 1
Health Profiles among Community-Dwelling Older Adults with Cognitive Impairment and Their Implications for Caregiving Experience. 社区居住的认知障碍老年人的健康状况及其对护理经验的影响。
IF 2.4 4区 医学 Q2 Medicine Pub Date : 2023-01-01 DOI: 10.1159/000530606
Pildoo Sung, Jeremy Lim-Soh, Angelique Chan

Introduction: Identifying health conditions of persons with cognitive impairment (PCI) in the community and exploring their implications for caregiving experience are vital for effective allocation of healthcare resources. This study examined distinct PCI health profiles among community-dwelling PCI and their association with caregiving burden and benefits.

Methods: Latent profile analysis and multivariable regression were applied to dyadic data from 266 PCI and their caregivers in Singapore.

Results: Three PCI health profiles were identified: less impaired (40% of PCI), moderately impaired (30%), and severely impaired (30%). Caregivers for severely impaired PCI were more likely to report a higher level of caregiving burden, and caregivers for moderately impaired PCI were more likely to report a higher level of caregiving benefits, compared to caregivers for less impaired PCI.

Conclusion: The findings captured heterogeneity in health status among PCI in the community. Tailored interventions, based on PCI health profiles, should be designed to reduce caregiving burden and increase caregiving benefits.

在社区中识别认知障碍(PCI)患者的健康状况并探索其对护理经验的影响对于有效分配医疗资源至关重要。本研究考察了社区PCI患者不同的PCI健康状况及其与护理负担和福利的关系。方法:对新加坡266例PCI患者及其护理人员的双元数据进行潜在特征分析和多变量回归分析。结果:确定了三种PCI健康概况:轻度受损(40%的PCI),中度受损(30%)和严重受损(30%)。与PCI功能受损程度较轻的护理者相比,PCI功能严重受损的护理者更有可能报告更高水平的护理负担,而PCI功能中度受损的护理者更有可能报告更高水平的护理收益。结论:研究结果反映了社区PCI患者健康状况的异质性。应根据PCI健康概况设计量身定制的干预措施,以减轻护理负担并增加护理收益。
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引用次数: 1
Risk Factors of Dementia in Patients with Cerebral Vascular Diseases Based on Taiwan National Health Insurance Data. 基于台湾医保数据的脑血管病患者痴呆危险因素分析
IF 2.4 4区 医学 Q2 Medicine Pub Date : 2023-01-01 DOI: 10.1159/000530102
Bin Zhou, Cheng-Li Lin, Shinsuke Kojima, Masanori Fukushima, Chung Y Hsu

Introduction: Vascular factors have been shown to be associated with increased risk of dementia. However, clinical trials have so far been unsuccessful, suggesting new approaches are needed. The aim of this study was to use population-based real-world data to investigate risk factors and preventive factors for dementia, including the effects of traditional Chinese medicine (TCM).

Methods: This is a retrospective cohort study using LHID2000, a dataset randomly selected from Taiwan's National Health Insurance Research Database. Subjects with occlusion and stenosis of precerebral and cerebral arteries, cerebral atherosclerosis without mention of cerebral infarction, and transient cerebral ischemia were included. Subjects with dementia at baseline were excluded. The primary endpoint was dementia. Data for demographic and clinical comorbid status and treatments administered at baseline in 2000 and at the end of follow-up in 2013 were included.

Results: A total of 4,207 subjects with cerebral vascular disease and no cognitive impairment were included, of whom 392 converted to dementia during an average 5.15-year (SD: 3.79) follow-up. Depression (adjusted HR: 1.54, 95% confidence interval [CI]: 1.13-2.09), osteoporosis (adjusted HR: 1.34, 95% CI: 1.04-1.74), and the use of enalapril (adjusted HR: 1.37, 95% CI: 1.09-1.73) were risk factors for dementia, while nitroglycerin (adjusted HR: 0.67, 95% CI: 0.53-0.85) was a protecting factor, in subjects with cerebrovascular diseases without mention of cerebral infarction. In total, statins were shown to be associated with decreased risk of dementia (HR: 0.73, 95% CI: 0.59-0.91); however, no one statin subtype or TCM had such an effect.

Conclusion: Depression, osteoporosis, and the use of enalapril were associated with a higher risk of dementia, while nitroglycerin might be a protecting factor for dementia, in subjects with cerebrovascular diseases without mention of cerebral infarction.

导言:血管因素已被证明与痴呆风险增加有关。然而,到目前为止,临床试验尚未成功,这表明需要新的方法。本研究的目的是使用基于人群的真实世界数据来调查痴呆的危险因素和预防因素,包括中药(TCM)的作用。方法:本研究采用从台湾健康保险研究数据库中随机抽取的数据集LHID2000进行回顾性队列研究。包括脑前动脉和脑动脉闭塞和狭窄、脑动脉粥样硬化但未提及脑梗死和短暂性脑缺血的受试者。基线时患有痴呆的受试者被排除在外。主要终点是痴呆。纳入了2000年基线和2013年随访结束时的人口统计学和临床合并症状态以及治疗的数据。结果:共纳入4207名无认知障碍的脑血管疾病患者,其中392人在平均5.15年(SD: 3.79)的随访期间转化为痴呆。抑郁(校正HR: 1.54, 95%可信区间[CI]: 1.13-2.09)、骨质疏松(校正HR: 1.34, 95% CI: 1.04-1.74)和依那普利(校正HR: 1.37, 95% CI: 1.09-1.73)是痴呆的危险因素,而硝酸甘油(校正HR: 0.67, 95% CI: 0.53-0.85)是没有脑梗死的脑血管疾病受试者的保护因素。总的来说,他汀类药物被证明与痴呆风险降低相关(HR: 0.73, 95% CI: 0.59-0.91);然而,没有一种他汀类药物亚型或中药有这样的效果。结论:抑郁、骨质疏松和依那普利的使用与痴呆的高风险相关,而硝酸甘油可能是痴呆的保护因素,在没有脑梗死的脑血管疾病患者中。
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引用次数: 0
Effect of Computerized Training Programs for Attention and Perception for Patients with Hearing Aids. 计算机训练程序对助听器患者注意力和感知的影响。
IF 2.4 4区 医学 Q2 Medicine Pub Date : 2023-01-01 Epub Date: 2023-10-04 DOI: 10.1159/000534156
Mustafa Mert Basaran, Hande Arslan, Funda Kutlu

Introduction: Sensorineural hearing loss is a common problem, especially among geriatric patients, and it requires hearing aids. Unfortunately, most geriatric patients are hesitant to use hearing aids. The purpose of this study was to investigate whether computerized training therapies increase the attention and perception of patients who have been given hearing aids using psychophysiological tests and wave P300 records.

Methods: One hundred patients (40 women and 60 men) who used hearing aids were included in our study. Sixty patients (30 women and 30 men) received computerized training therapies with hearing aids. After the psychophysiological tests, the study group was divided into three groups according to the role given to patients. Passive training was given in group 1; interactive training was given in group 2; and group 3 was active, questioning training. Measurements of P300 wave latencies, stimuli-P300 peak, and baseline-P300 peak were performed before and after training. The control group consisted of 40 patients who did not receive training and were treated with hearing aids only.

Results: We found a significant difference between the pre- and post-training measures of the P300 wave (p < 0.001). Pre-training measurements of P300 waves were recorded for 12% in group 1 and 9.1% in groups 2 and 3 (p = 0.24). Post-training measurements of the P300 wave records were 80% in group 1 and 72.7% in groups 2 and 3 (p = 0.22).

Conclusion: Attention and perception can be measured with the P300 wave. All computer-supported training programs showed an increase of the P300 wave, suggesting that attention and perception of patients with hearing loss can be increased with computer-supported training programs provided with hearing aids.

引言感觉神经性听力损失是一个常见的问题,尤其是在老年患者中,它需要助听器。不幸的是,大多数老年患者对使用助听器犹豫不决。本研究的目的是通过心理生理测试和p300波记录,研究计算机训练疗法是否能增加服用助听器的患者的注意力和感知。方法对100例使用助听器的患者(40名女性和60名男性)进行研究。60名患者(30名女性和30名男性)接受了助听器的计算机训练治疗。心理生理测试后,研究组根据患者对训练的贡献分为三组。第1组给予被动训练;第2组为互动训练,第3组为主动提问训练。在训练前后测量p300波潜伏期、刺激p300峰和基线p300峰。对照组由40名患者组成,他们没有接受训练,只接受助听器治疗。结果训练前后p300波测量值有显著性差异(p
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引用次数: 0
The Memory Alteration Test Is Correlated with Clinical, Cerebrospinal Fluid, and Brain Imaging Markers of Alzheimer Disease in Lima, Peru. 记忆改变测试与秘鲁利马阿尔茨海默病的临床、脑脊液和脑成像标志物相关。
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 Epub Date: 2023-10-12 DOI: 10.1159/000534157
Nilton Custodio, Marco Malaga, Rosa Montesinos, Diego Chambergo-Michilot, Fiorella Baca, Juan Carlos Carbajal, Jose Carlos Huilca, Eder Herrera-Perez, David Lira, Monica M Diaz, Serggio Lanata

Introduction: As disease-modifying therapies become available for Alzheimer's disease (AD), detection of AD in early stages of illness (mild cognitive impairment [MCI], early dementia) becomes increasingly important. Biomarkers for AD in low- and middle-income countries (LMICs) are costly and not widely available; hence, it is important to identify cognitive tests that correlate well with AD biomarker status. In this study, we evaluated the memory alteration test (M@T) to detect biomarker-proven AD and quantify its correlation with neurodegeneration and cerebrospinal fluid (CSF) AD biomarkers in a cohort of participants from Lima, Peru.

Methods: This is a secondary analysis of a cohort of 185 participants: 63 controls, 53 with amnestic MCI (aMCI), and 69 with dementia due to AD. Participants underwent testing with M@T and a gold standard neuropsychological battery. We measured total tau (t-tau), phosphorylated tau (p-tau), and beta-amyloid (β-amyloid) in CSF, and evaluated neurodegeneration via medial temporal atrophy score in MRI. We used receiver-operator curves to determine the discriminative capacity of the total M@T score and its subdomains. We used the Pearson coefficient to correlate M@T score and CSF biomarkers.

Results: The M@T had an area under the curve (AUC) of 0.994 to discriminate between controls and cognitively impaired (aMCI or AD) patients, and an AUC of 0.98 to differentiate between aMCI and AD patients. Free-recall and cued recall had the highest AUCs of all subdomains. Total score was strongly correlated with t-tau (-0.77) and p-tau (-0.72), and moderately correlated with β-amyloid (0.66). The AUC for discrimination of neurodegeneration was 0.87.

Conclusion: The M@T had excellent discrimination of aMCI and dementia due to AD. It was strongly correlated with CSF biomarkers and had good discrimination of neurodegeneration. In LMICs, the M@T may be a cost-effective screening tool for aMCI and dementia caused by AD.

引言:随着疾病改良疗法的出现,阿尔茨海默病(AD)的早期检测变得越来越重要。然而,LMIC中的生物标志物是罕见且昂贵的。因此,我们评估了一种以AD为重点的BCT,即记忆改变测试(M@T),以检测生物标志物证实的AD,并在秘鲁利马的一组参与者中量化其与神经退行性变和CSF AD生物标志物的相关性。参与者接受了M@T和金标准神经心理学测试。我们测量了CSF中的T-tau、p-tau和β-淀粉样蛋白,并通过MRI中的内侧颞叶萎缩评分评估了神经退行性变。我们使用接收算子曲线来确定M@T总分及其子域的判别能力。我们使用Pearson系数来关联M@T评分和CSF生物标志物。结果:M@T的AUC为0.994,用于区分对照组和认知障碍(aMCI或AD)患者,AUC为0.98,用于区分aMCI和AD患者。在所有子域中,自由回忆和提示回忆的AUC最高。总分与t-tau(-0.77)和p-tau(-772)强相关,与β-淀粉样蛋白(0.66)中度相关。神经退行性变的AUC为0.87。在LMIC中,它可能代表了一种成本效益高的aMCI和AD引起的痴呆症筛查工具。
{"title":"The Memory Alteration Test Is Correlated with Clinical, Cerebrospinal Fluid, and Brain Imaging Markers of Alzheimer Disease in Lima, Peru.","authors":"Nilton Custodio, Marco Malaga, Rosa Montesinos, Diego Chambergo-Michilot, Fiorella Baca, Juan Carlos Carbajal, Jose Carlos Huilca, Eder Herrera-Perez, David Lira, Monica M Diaz, Serggio Lanata","doi":"10.1159/000534157","DOIUrl":"10.1159/000534157","url":null,"abstract":"<p><strong>Introduction: </strong>As disease-modifying therapies become available for Alzheimer's disease (AD), detection of AD in early stages of illness (mild cognitive impairment [MCI], early dementia) becomes increasingly important. Biomarkers for AD in low- and middle-income countries (LMICs) are costly and not widely available; hence, it is important to identify cognitive tests that correlate well with AD biomarker status. In this study, we evaluated the memory alteration test (M@T) to detect biomarker-proven AD and quantify its correlation with neurodegeneration and cerebrospinal fluid (CSF) AD biomarkers in a cohort of participants from Lima, Peru.</p><p><strong>Methods: </strong>This is a secondary analysis of a cohort of 185 participants: 63 controls, 53 with amnestic MCI (aMCI), and 69 with dementia due to AD. Participants underwent testing with M@T and a gold standard neuropsychological battery. We measured total tau (t-tau), phosphorylated tau (p-tau), and beta-amyloid (β-amyloid) in CSF, and evaluated neurodegeneration via medial temporal atrophy score in MRI. We used receiver-operator curves to determine the discriminative capacity of the total M@T score and its subdomains. We used the Pearson coefficient to correlate M@T score and CSF biomarkers.</p><p><strong>Results: </strong>The M@T had an area under the curve (AUC) of 0.994 to discriminate between controls and cognitively impaired (aMCI or AD) patients, and an AUC of 0.98 to differentiate between aMCI and AD patients. Free-recall and cued recall had the highest AUCs of all subdomains. Total score was strongly correlated with t-tau (-0.77) and p-tau (-0.72), and moderately correlated with β-amyloid (0.66). The AUC for discrimination of neurodegeneration was 0.87.</p><p><strong>Conclusion: </strong>The M@T had excellent discrimination of aMCI and dementia due to AD. It was strongly correlated with CSF biomarkers and had good discrimination of neurodegeneration. In LMICs, the M@T may be a cost-effective screening tool for aMCI and dementia caused by AD.</p>","PeriodicalId":11126,"journal":{"name":"Dementia and Geriatric Cognitive Disorders","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11214699/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41194407","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Carnosine-Based Reversal of Diabetes-Associated Cognitive Decline via Activation of the Akt/mTOR Pathway and Modulation of Autophagy in a Rat Model of Type 2 Diabetes Mellitus. 在2型糖尿病大鼠模型中,肌肽通过激活Akt/mTOR通路和调节自噬逆转糖尿病相关认知衰退
IF 2.4 4区 医学 Q2 Medicine Pub Date : 2023-01-01 DOI: 10.1159/000530605
Rodgers Odhiambo Ndolo, Lu Yu, Yan Zhao, Jinying Lu, Gao Wang, Xinmin Zhao, Yi Ren, Jing Yang

Introduction: Carnosine can suppress secondary complications in diabetes and show robust neuroprotective activity against neurodegenerative diseases. Here, we report that carnosine ameliorates diabetes-associated cognitive decline in vivo through the modulation of autophagy.

Methods: A high-fat diet (HFD) and one intraperitoneal injection of 30 mg/kg streptozotocin (STZ) were used to induce type 2 diabetes mellitus in Sprague-Dawley rats. The rats were randomly divided into five groups: control (CON), HFD/STZ, and three intragastric carnosine treatment groups receiving low (100 mg/kg), medium (300 mg/kg), and high (900 mg/kg) doses over 12 weeks. Body weight, blood glucose levels, and cognitive function were continuously monitored. From excised rat hippocampi, we determined superoxide dismutase (SOD) activity and malondialdehyde (MDA) levels; carnosine concentration; protein expressions of Akt, mTOR and the autophagy markers LC3B and P62 and performed histopathological evaluations of the cornu ammonis 1 region.

Results: The HFD/STZ group showed increased blood glucose levels and decreased body weight compared to the CON group. However, there were no significant differences in body weight and blood glucose levels between carnosine-treated and -untreated HFD-STZ-induced diabetic rats. Diabetic animals showed obvious learning and memory impairments in the Morris water maze test compared to the CON group. Compared to those in the HFD/STZ group, carnosine increased SOD activity and decreased MDA levels, increased hippocampal carnosine concentration, increased p-Akt and p-mTOR expression, decreased LC3B and P62 expression, alleviated neuronal injuries, and improved cognitive performance in a dose-dependent manner.

Conclusion: Independent of any hyperglycemic effect, carnosine may improve mild cognitive impairments by mitigating oxidative stress, activating the Akt/mTOR pathway, and modulating autophagy in the hippocampus of type 2 diabetic rats.

肌肽可以抑制糖尿病的继发性并发症,并对神经退行性疾病显示出强大的神经保护活性。在这里,我们报告了肌肽通过调节自噬改善体内糖尿病相关的认知能力下降。方法:采用高脂饮食(HFD)和1次腹腔注射链脲佐菌素(STZ) 30 mg/kg诱导sd大鼠2型糖尿病。将大鼠随机分为5组:对照组(CON)、HFD/STZ组和3个胃内肌肽治疗组,分别给予低(100 mg/kg)、中(300 mg/kg)和高(900 mg/kg)治疗,持续12周。持续监测体重、血糖水平和认知功能。从切除的大鼠海马中,我们测定了超氧化物歧化酶(SOD)活性和丙二醛(MDA)水平;肌肽浓度;Akt、mTOR及自噬标志物LC3B、P62的蛋白表达,并对玉米氨1区进行组织病理学评价。结果:与CON组相比,HFD/STZ组血糖水平升高,体重下降。然而,肌肽处理和未处理的hfd - stz诱导的糖尿病大鼠的体重和血糖水平没有显著差异。与对照组相比,糖尿病动物在Morris水迷宫实验中表现出明显的学习和记忆障碍。与HFD/STZ组相比,肌肽增加SOD活性,降低MDA水平,增加海马肌肽浓度,增加p-Akt和p-mTOR表达,降低LC3B和P62表达,减轻神经元损伤,改善认知能力,呈剂量依赖性。结论:肌肽可能通过减轻2型糖尿病大鼠的氧化应激、激活Akt/mTOR通路和调节海马自噬来改善轻度认知障碍,而不受任何高血糖作用的影响。
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引用次数: 2
Association of Lifelong Cognitive Reserve with Dementia and Mild Cognitive Impairment among Older Adults with Limited Formal Education: A Population-Based Cohort Study. 正规教育程度有限的老年人终身认知储备与痴呆症和轻度认知障碍的关系:一项基于人群的队列研究。
IF 2.4 4区 医学 Q2 Medicine Pub Date : 2023-01-01 Epub Date: 2023-07-29 DOI: 10.1159/000532131
Yuanjing Li, Yifei Ren, Lin Cong, Tingting Hou, Lin Song, Mingqi Wang, Xiang Wang, Xiaojuan Han, Shi Tang, Qinghua Zhang, Serhiy Dekhtyar, Yongxiang Wang, Yifeng Du, Chengxuan Qiu

Introduction: Early-life educational attainment contributes to cognitive reserve (CR). We investigated the associations of lifelong CR with dementia and mild cognitive impairment (MCI) among older people with limited formal education.

Methods: This population-based cohort study included 2,127 dementia-free participants (≥60 years; 59.4% women; 81.5% with no or elementary school) who were examined at baseline (August-December 2014) and follow-up (March-September 2018). Lifelong CR score at baseline was generated from six lifespan intellectual factors. Dementia, MCI, and their subtypes were defined according to the international criteria. Data were analyzed using Cox proportional-hazards models.

Results: During the total of 8,330.6 person-years of follow-up, 101 persons were diagnosed with dementia, including 74 with Alzheimer's disease (AD) and 26 with vascular dementia (VaD). The high (vs. low) tertile of lifelong CR score was associated with multivariable-adjusted hazards ratios (95% confidence interval) of 0.28 (0.14-0.55) for dementia and 0.18 (0.07-0.48) for AD. The association between higher CR and reduced AD risk was significant in people aged 60-74 but not in those aged ≥75 years (p for interaction = 0.011). Similarly, among MCI-free people at baseline (n = 1,635), the high (vs. low) tertile of lifelong CR score was associated with multivariable-adjusted hazard ratios of 0.51 (0.38-0.69) for MCI and 0.46 (0.33-0.64) for amnestic MCI. Lifelong CR was not related to VaD or non-amnestic MCI.

Discussion: High lifelong CR is associated with reduced risks of dementia and MCI, especially AD and amnestic MCI. It highlights the importance of lifelong CR in maintaining late-life cognitive health even among people with no or limited education.

引言:早期教育程度有助于认知储备(CR)。我们调查了在正规教育程度有限的老年人中,终身CR与痴呆和轻度认知障碍(MCI)的关系。方法:这项基于人群的队列研究包括2127名无痴呆症的参与者(≥60岁;59.4%为女性;81.5%无小学或小学),他们在基线(2014年8月至12月)和随访(2018年3月至9月)接受了检查。基线时的终身CR评分由六个寿命智力因素产生。痴呆、MCI及其亚型是根据国际标准定义的。使用Cox比例风险模型对数据进行分析。结果:在8330.6人年的随访中,101人被诊断为痴呆症,其中74人患有阿尔茨海默病(AD),26人患有血管性痴呆(VaD)。终身CR评分的高(与低)三分位数与痴呆症0.28(0.14-0.55)和AD 0.18(0.07-0.48,在基线无MCI的人群中(n=1635),终身CR评分的高(与低)三分位数与多变量调整后的MCI危险比相关,MCI为0.51(0.38-0.69),遗忘型MCI为0.46(0.33-0.64)。终身CR与VaD或非遗忘性MCI无关。讨论:高的终身CR与痴呆和MCI的风险降低有关,尤其是AD和遗忘性MCI。它强调了终身CR在保持晚年认知健康方面的重要性,即使在没有或受教育程度有限的人群中也是如此。
{"title":"Association of Lifelong Cognitive Reserve with Dementia and Mild Cognitive Impairment among Older Adults with Limited Formal Education: A Population-Based Cohort Study.","authors":"Yuanjing Li,&nbsp;Yifei Ren,&nbsp;Lin Cong,&nbsp;Tingting Hou,&nbsp;Lin Song,&nbsp;Mingqi Wang,&nbsp;Xiang Wang,&nbsp;Xiaojuan Han,&nbsp;Shi Tang,&nbsp;Qinghua Zhang,&nbsp;Serhiy Dekhtyar,&nbsp;Yongxiang Wang,&nbsp;Yifeng Du,&nbsp;Chengxuan Qiu","doi":"10.1159/000532131","DOIUrl":"10.1159/000532131","url":null,"abstract":"<p><strong>Introduction: </strong>Early-life educational attainment contributes to cognitive reserve (CR). We investigated the associations of lifelong CR with dementia and mild cognitive impairment (MCI) among older people with limited formal education.</p><p><strong>Methods: </strong>This population-based cohort study included 2,127 dementia-free participants (≥60 years; 59.4% women; 81.5% with no or elementary school) who were examined at baseline (August-December 2014) and follow-up (March-September 2018). Lifelong CR score at baseline was generated from six lifespan intellectual factors. Dementia, MCI, and their subtypes were defined according to the international criteria. Data were analyzed using Cox proportional-hazards models.</p><p><strong>Results: </strong>During the total of 8,330.6 person-years of follow-up, 101 persons were diagnosed with dementia, including 74 with Alzheimer's disease (AD) and 26 with vascular dementia (VaD). The high (vs. low) tertile of lifelong CR score was associated with multivariable-adjusted hazards ratios (95% confidence interval) of 0.28 (0.14-0.55) for dementia and 0.18 (0.07-0.48) for AD. The association between higher CR and reduced AD risk was significant in people aged 60-74 but not in those aged ≥75 years (p for interaction = 0.011). Similarly, among MCI-free people at baseline (n = 1,635), the high (vs. low) tertile of lifelong CR score was associated with multivariable-adjusted hazard ratios of 0.51 (0.38-0.69) for MCI and 0.46 (0.33-0.64) for amnestic MCI. Lifelong CR was not related to VaD or non-amnestic MCI.</p><p><strong>Discussion: </strong>High lifelong CR is associated with reduced risks of dementia and MCI, especially AD and amnestic MCI. It highlights the importance of lifelong CR in maintaining late-life cognitive health even among people with no or limited education.</p>","PeriodicalId":11126,"journal":{"name":"Dementia and Geriatric Cognitive Disorders","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10614281/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9888219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Predicting Alzheimer's Disease with Interpretable Machine Learning. 用可解释机器学习预测阿尔茨海默病。
IF 2.4 4区 医学 Q2 Medicine Pub Date : 2023-01-01 Epub Date: 2023-07-21 DOI: 10.1159/000531819
Maoni Jia, Yafei Wu, Chaoyi Xiang, Ya Fang

Introduction: This study aimed to develop novel machine learning models for predicting Alzheimer's disease (AD) and identify key factors for targeted prevention.

Methods: We included 1,219, 863, and 482 participants aged 60+ years with only sociodemographic, both sociodemographic and self-reported health, both the former two and blood biomarkers information from Alzheimer's Disease Neuroimaging Initiative (ADNI) database. Machine learning models were constructed for predicting the risk of AD for the above three populations. Model performance was evaluated by discrimination, calibration, and clinical usefulness. SHapley Additive exPlanation (SHAP) was applied to identify key predictors of optimal models.

Results: The mean age was 73.49, 74.52, and 74.29 years for the three populations, respectively. Models with sociodemographic information and models with both sociodemographic and self-reported health information showed modest performance. For models with sociodemographic, self-reported health, and blood biomarker information, their overall performance improved substantially, specifically, logistic regression performed best, with an AUC value of 0.818. Blood biomarkers of ptau protein and plasma neurofilament light, age, blood tau protein, and education level were top five significant predictors. In addition, taurine, inosine, xanthine, marital status, and L.Glutamine also showed importance to AD prediction.

Conclusion: Interpretable machine learning showed promise in screening high-risk AD individual and could further identify key predictors for targeted prevention.

引言:本研究旨在开发用于预测阿尔茨海默病(AD)的新型机器学习模型,并确定有针对性预防的关键因素。方法:我们纳入了1219、863和482名年龄在60岁以上的参与者,他们只有社会人口统计学、社会人口统计学和自我报告的健康状况,包括前两者以及阿尔茨海默病神经成像倡议(ADNI)数据库中的血液生物标志物信息。构建了机器学习模型,用于预测上述三种人群的AD风险。模型性能通过辨别、校准和临床实用性进行评估。应用SHapley加性预测(SHAP)来确定最优模型的关键预测因子。结果:三个群体的平均年龄分别为73.49岁、74.52岁和74.29岁。具有社会人口统计信息的模型和同时具有社会人口和自我报告健康信息的模型表现出适度的表现。对于具有社会人口统计学、自我报告的健康和血液生物标志物信息的模型,它们的总体性能显著改善,特别是逻辑回归表现最好,AUC值为0.818。ptau蛋白和血浆神经丝光照的血液生物标志物、年龄、血液tau蛋白和教育水平是前五大重要预测因素。此外,牛磺酸、肌苷、黄嘌呤、婚姻状况和谷氨酰胺对AD的预测也有重要意义。结论:可解释机器学习在筛查高危AD个体方面显示出前景,并可以进一步确定有针对性预防的关键预测因素。
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引用次数: 1
Dementia and Geriatric Cognitive Disorders and Dementia and Geriatric Cognitive Disorders Extra: A New Cycle Begins! 老年痴呆与老年认知障碍和老年痴呆与老年认知障碍:一个新的周期开始了!
IF 2.4 4区 医学 Q2 Medicine Pub Date : 2023-01-01 DOI: 10.1159/000528285
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引用次数: 0
Cerebrovascular Hemodynamics in Cognitive Impairment and Dementia: A Systematic Review and Meta-Analysis of Transcranial Doppler Studies. 认知障碍和痴呆的脑血管血流动力学:经颅多普勒研究的系统回顾和荟萃分析。
IF 2.4 4区 医学 Q2 Medicine Pub Date : 2023-01-01 Epub Date: 2023-11-26 DOI: 10.1159/000535422
David Fresnais, Håkon Ihle-Hansen, Erik Lundström, Åsa G Andersson, Brynjar Fure

Introduction: Transcranial Doppler (TCD) sonography is a noninvasive tool for measuring cerebrovascular hemodynamics. Studies have reported alterations in cerebrovascular hemodynamics in normal aging, mild cognitive impairment (MCI), and dementia, as well as in different etiologies of dementia. This systematic review and meta-analysis was designed to investigate the relationship between cerebral blood velocity (CBv) and pulsatility index (PI) in the middle cerebral artery (MCA) in persons with MCI and dementia.

Methods: A systematic literature search was conducted in Pubmed, Embase, Cochrane Library, Epistemonikos, PsychINFO, and CINAHL. The search was performed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. After screening of 33,439 articles, 86 were reviewed in full-text, and 35 fulfilled the inclusion criteria.

Results: CBv was significantly lower and PI significantly higher in MCA in vascular dementia (VaD) and Alzheimer's disease (AD) compared to cognitively normal (CN) older persons. Also, CBv was lower in MCI compared to CN. There were no significant differences in CBv in MCA in AD compared with VaD, although PI was higher in VaD compared to AD.

Conclusion: Alterations in cerebrovascular hemodynamics are seen in AD, VaD, and MCI. While PI was slightly higher in VaD compared to AD, the reduction in CBv appears to be equally pronounced across neurodegenerative and vascular etiologies of dementia.

简介:经颅多普勒超声(TCD)是一种测量脑血管血流动力学的无创工具。研究报道了正常衰老、轻度认知障碍(MCI)和痴呆以及不同病因的痴呆患者脑血管血流动力学的改变。本系统综述和荟萃分析旨在探讨MCI和痴呆患者大脑中动脉(MCA)的脑血流速度(CBv)和脉搏指数(PI)之间的关系。方法:系统检索Pubmed、Embase、Cochrane Library、Epistemonikos、PsychINFO和CINAHL的文献。根据系统评价和荟萃分析指南的首选报告项目进行搜索。筛选33439篇文献,86篇纳入全文,35篇符合纳入标准。结果:与认知正常(CN)的老年人相比,血管性痴呆(VaD)和阿尔茨海默病(AD)的MCA CBv显著降低,PI显著升高。此外,MCI患者的CBv较CN患者低。与VaD患者相比,AD患者MCA的CBv无显著差异,但VaD患者PI高于AD患者。结论:AD、VaD和MCI均存在脑血管血流动力学改变。虽然VaD的PI略高于AD,但CBv的降低似乎在痴呆的神经退行性和血管病因中同样明显。
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Dementia and Geriatric Cognitive Disorders
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