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Incremental Value of Multidomain Risk Factors for Dementia Prediction: A Machine Learning Approach. 多域风险因素对痴呆症预测的增量价值:机器学习方法
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-08-10 DOI: 10.1016/j.jagp.2024.07.016
Wei Ying Tan, Carol Anne Hargreaves, Gavin S Dawe, Wynne Hsu, Mong Li Lee, Ashwati Vipin, Nagaendran Kandiah, Saima Hilal

Objective: The current evidence regarding how different predictor domains contributes to predicting incident dementia remains unclear. This study aims to assess the incremental value of five predictor domains when added to a simple dementia risk prediction model (DRPM) for predicting incident dementia in older adults.

Design: Population-based, prospective cohort study.

Setting: UK Biobank study.

Participants: Individuals aged 60 or older without dementia.

Measurements: Fifty-five dementia-related predictors were gathered and categorized into clinical and medical history, questionnaire, cognition, polygenetic risk, and neuroimaging domains. Incident dementia (all-cause) and the subtypes, Alzheimer's disease (AD) and vascular dementia (VaD), were determined through hospital and death registries. Ensemble machine learning (ML) DRPMs were employed for prediction. The incremental values of risk predictors were assessed using the percent change in Area Under the Curve (∆AUC%) and the net reclassification index (NRI).

Results: The simple DRPM which included age, body mass index, sex, education, diabetes, hyperlipidaemia, hypertension, depression, smoking, and alcohol consumption yielded an AUC of 0.711 (± 0.008 SD). The five predictor domains exhibited varying levels of incremental value over the basic model when predicting all-cause dementia and the two subtypes. Neuroimaging markers provided the highest incremental value in predicting all-cause dementia (∆AUC% +9.6%) and AD (∆AUC% +16.5%) while clinical and medical history data performed the best at predicting VaD (∆AUC% +12.2%). Combining clinical and medical history, and questionnaire data synergistically enhanced ML DRPM performance.

Conclusion: Combining predictors from different domains generally results in better predictive performance. Selecting predictors involves trade-offs, and while neuroimaging markers can significantly enhance predictive accuracy, they may pose challenges in terms of cost or accessibility.

目的:目前关于不同预测域如何有助于预测痴呆症发病的证据仍不明确。本研究旨在评估在简单痴呆症风险预测模型(DRPM)中加入五个预测域对预测老年人痴呆症事件的增量价值:设计:基于人群的前瞻性队列研究:环境:英国生物库研究:测量:55 种与痴呆症相关的指标:收集了 55 个与痴呆症相关的预测因子,并将其分为临床和病史、问卷调查、认知、多基因风险和神经影像领域。通过医院和死亡登记确定了痴呆症(全因)的发病情况和亚型,即阿尔茨海默病(AD)和血管性痴呆(VaD)。采用集合机器学习(ML)DRPM进行预测。使用曲线下面积变化百分比(ΔAUC%)和净再分类指数(NRI)评估风险预测因子的增量值:简单的 DRPM 包括年龄、体重指数、性别、教育程度、糖尿病、高脂血症、高血压、抑郁、吸烟和饮酒,其 AUC 为 0.711(± 0.008 SD)。在预测全因痴呆和两种亚型痴呆时,五个预测域与基本模型相比表现出不同程度的增量价值。神经影像标记物在预测全因痴呆(∆AUC% +9.6%)和注意力缺失症(∆AUC% +16.5%)方面的增量价值最高,而临床和病史数据在预测VaD方面的表现最好(∆AUC% +12.2%)。结合临床、病史和问卷数据可协同提高 ML DRPM 的性能:结论:将来自不同领域的预测因子结合起来,通常会获得更好的预测效果。选择预测因子需要权衡利弊,虽然神经影像标记物可以显著提高预测准确性,但它们可能会在成本或可及性方面带来挑战。
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引用次数: 0
Successful Aging in US Veterans with Mental Disorders: Results From the National Health and Resilience in Veterans Study. 有精神障碍的美国退伍军人的成功老龄化:全国退伍军人健康和复原力研究》(National Health and Resilience in Veterans Study)的结果。
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-08-10 DOI: 10.1016/j.jagp.2024.07.018
Jeonghyun Shin, Ian C Fischer, Peter J Na, Dilip V Jeste, Robert H Pietrzak

Objectives: To determine the prevalence and correlates of successful aging in US veterans who screened positive for current major depressive disorder (MDD), generalized anxiety disorder (GAD), and/or posttraumatic stress disorder (PTSD).

Methods: In a nationally representative sample of 475 US military veterans (mean age=58.3, SD=14.7; range 24-92) who screened positive for MDD, GAD, and/or PTSD, multivariable logistic regression and relative importance analyses were conducted to identify independent correlates of successful aging.

Results: One-in-five (20.6%) veterans rated themselves as aging successfully. Resilience and gratitude were the strongest positive correlates of successful aging, accounting for 38.1% and 32.4% of the explained variance, respectively. Greater somatic symptoms were the strongest negative correlate, accounting for 11.2% of the explained variance. Higher gratitude moderated the negative association between somatic symptoms and successful aging.

Conclusions: Positive psychiatry interventions targeting psychosocial factors such as resilience and gratitude may help promote successful aging among US veterans with mental disorders.

目的目的:确定目前重度抑郁症(MDD)、广泛性焦虑症(GAD)和/或创伤后应激障碍(PTSD)筛查呈阳性的美国退伍军人中成功老龄化的发生率和相关因素:方法: 在具有全国代表性的 475 名美国退伍军人(平均年龄为 58.3 岁,SD=14.7;年龄范围为 24-92 岁)中,对 MDD、GAD 和/或创伤后应激障碍筛查呈阳性者进行多变量逻辑回归和相对重要性分析,以确定成功老龄化的独立相关因素:结果:五分之一(20.6%)的退伍军人认为自己已成功步入老年。复原力和感恩是成功老龄化的最强正相关因素,分别占解释方差的 38.1% 和 32.4%。躯体症状较重是最强的负相关因素,占解释方差的 11.2%。较高的感激之情缓和了躯体症状与成功老龄化之间的负相关:结论:针对心理社会因素(如复原力和感恩)的积极精神病学干预措施可能有助于促进患有精神障碍的美国退伍军人成功步入老年。
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引用次数: 0
Information for Subscribers 订户须知
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-08-07 DOI: 10.1016/S1064-7481(24)00388-9
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引用次数: 0
Posttraumatic Stress Disorder in Older Veterans admitted to VA Community Living Centers: Prevalence and Risk Correlates. 退伍军人事务部社区生活中心收治的老年退伍军人中的创伤后应激障碍:患病率与风险相关性。
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-08-06 DOI: 10.1016/j.jagp.2024.07.014
Kelly O'Malley, Jennifer Moye, Jianwei Leng, Zachary Burningham

Objectives: To examine prevalence and risk correlates for post-traumatic stress disorder (PTSD) occurring during or after admission to a Veterans Administration (VA) skilled nursing facility.

Design: Retrospective cohort analysis of electronic health record information extracted from the VA Corporate Data Warehouse.

Setting: United States VA skilled nursing facility.

Participants: 57,414 Veterans age 60+ with an admission during five fiscal years, 2018-2022, excluding those who died within six months of admission or were still admitted.

Measurements: The dependent variable was PTSD diagnosis during or six-months following the admission. Risk correlates examined were: age, gender, race, rurality, clinical complexity, prior dementia diagnosis, length of stay, and facility size; odds ratios (OR) and confidence intervals (CI) are provided for each correlate.

Results: 19.1% of Veterans had a diagnosis of PTSD, associated with younger age (age 60-69 compared to age 80+; OR: 2.92, 95% CI: 2.70-3.14; age 70-79 compared to age 80+ OR: 4.51, 95% CI: 4.20-4.84); female gender (OR: 1.65, 95% CI: 1.50-1.82); minoritized race (OR: 1.17, 95% CI: 1.12-1.23); higher clinical complexity (OR:1.22, 95% CI: 1.17-1.28). As compared to Veterans who had a prior PTSD diagnosis, Veterans with newly diagnosed PTSD were more likely to be older (age 60 group OR= 0.59, 95% CI:0.51-0.70; age 70 group OR= 0.54, 95% CI:0.46-0.62,), rural (OR=1.14, 95% CI:1.04-1.24) and admitted to a larger facility (OR=1.22, 95% CI:1.12-1.33).

Conclusions: PTSD is a significant concern for older Veterans admitted to VA skilled nursing facilities, supporting the need for trauma-informed care, particularly for those most at risk.

目的:研究在退伍军人管理局(VA)专业护理机构住院期间或之后发生的创伤后应激障碍(PTSD)的患病率和风险相关性:研究在退伍军人管理局(VA)专业护理机构住院期间或之后发生的创伤后应激障碍(PTSD)的患病率和风险相关性:设计:对退伍军人管理局企业数据仓库中提取的电子健康记录信息进行回顾性队列分析:美国退伍军人管理局专业护理机构:57414名年龄在60岁以上的退伍军人,在2018-2022年的5个财政年度期间入院,不包括入院后6个月内死亡或仍在住院的退伍军人:因变量为入院期间或入院后六个月内的创伤后应激障碍诊断。研究的风险相关因素包括:年龄、性别、种族、乡村、临床复杂性、之前的痴呆诊断、住院时间和设施规模;提供了每个相关因素的几率比(OR)和置信区间(CI):19.1%的退伍军人被诊断出患有创伤后应激障碍,这与他们的年龄较小(60-69 岁与 80 岁以上相比,OR:2.92,95% CI:2.70-3.14;70-79 岁与 80 岁以上相比,OR:4.51,95% CI:4.51)有关:4.51,95% CI:4.20-4.84);女性(OR:1.65,95% CI:1.50-1.82);少数民族(OR:1.17,95% CI:1.12-1.23);临床复杂性更高(OR:1.22,95% CI:1.17-1.28)。与之前诊断出创伤后应激障碍的退伍军人相比,新诊断出创伤后应激障碍的退伍军人更有可能年龄较大(60 岁组 OR=0.59,95% CI:0.51-0.70;70 岁组 OR=0.54,95% CI:0.46-0.62,)、住在农村(OR=1.14,95% CI:1.04-1.24)和住在较大的机构(OR=1.22,95% CI:1.12-1.33):创伤后应激障碍是退伍军人事务部专业护理机构收治的老年退伍军人的一个重要问题,这说明有必要提供创伤知情护理,尤其是对那些风险最高的退伍军人。
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引用次数: 0
Caregiving Experiences as Mediators Between Caregiving Stressors and Anticipatory Grief in Severe Dementia: Findings From Longitudinal Path Analysis. 护理经历是严重痴呆症患者护理压力源与预期悲伤之间的中介:纵向路径分析结果。
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-08-05 DOI: 10.1016/j.jagp.2024.07.017
Isha Chaudhry, Louisa Poco, Ishwarya Balasubramanian, Ellie Bostwick Andres, Chetna Malhotra

Objectives: Family caregivers of older adults with severe dementia often experience anticipatory grief. We aimed to investigate the temporal association of caregiving stressors (older adults' behavioral symptoms, and caregiver-older adult co-residence and emotional closeness) and caregivers' anticipatory grief, and its mediation by positive and negative caregiving experiences.

Design: Prospective cohort.

Setting: Singapore.

Participants: About 169 family caregivers of older adults with severe dementia were surveyed every 4 months for 4 years (up to 13 surveys).

Measurements: We measured anticipatory grief using the Marwit Meuser Caregiver Grief Inventory-Short Form, negative caregiving experiences using the Caregiver Reaction Assessment scale, positive caregiving experiences using Gain in Alzheimer Care Instrument and behavioral symptoms using the Cohen-Mansfield Agitation Inventory. We implemented a cross-lagged panel model to test mediation, a form of longitudinal path analysis.

Results: About 35% of the caregivers reported high anticipatory grief at least once during the study period. Older adults' behavioral symptoms had a significant direct effect (Standardized coefficient [95% confidence interval]: 0.12 [0.04, 0.21]) on caregivers' anticipatory grief. Negative experiences mediated the significant indirect effect of older adults' behavioral symptoms (0.16 [0.06, 0.25]) and coresidence (0.16 [0.07, 0.25]) on caregivers' anticipatory grief. Positive caregiving experiences did not mediate any path.

Conclusions: Findings indicate a temporal association between caregiving stressors and anticipatory grief, mediated by negative caregiving experiences. Routine screening for anticipatory grief, and interventions to address caregiver stressors and negative caregiving experiences may alleviate caregivers' grief.

目的:患有严重痴呆症的老年人的家庭照顾者经常会经历预期性悲伤。我们旨在研究护理压力因素(老年人的行为症状、护理者与老年人的共同居住和情感亲密程度)与护理者预期性悲伤的时间关联,以及积极和消极护理经历对其的调节作用:设计:前瞻性队列研究:地点:新加坡:大约 169 名严重痴呆症老年人的家庭照顾者接受了每 4 个月一次的调查,为期 4 年(最多 13 次调查):我们使用 Marwit Meuser 照护者悲伤量表-简表测量预期悲伤,使用照护者反应评估量表测量负面照护经历,使用阿尔茨海默氏症照护增益量表测量正面照护经历,使用 Cohen-Mansfield 烦躁量表测量行为症状。我们采用了一个交叉滞后面板模型来检验中介作用,这是一种纵向路径分析:结果:约 35% 的照顾者在研究期间至少报告过一次高度预期悲伤。老年人的行为症状对照顾者的预期悲伤有显著的直接影响(标准化系数[95% 置信区间]:0.12 [0.04, 0.21])。老年人的行为症状(0.16 [0.06, 0.25])和同住(0.16 [0.07, 0.25])对照顾者的预期悲痛有明显的间接影响,而消极的照顾经历则起到了中介作用。积极的照护经历对任何路径都没有中介作用:研究结果表明,护理压力源与预期悲伤之间存在时间上的联系,而消极的护理经历则是其中的中介。对预期性悲伤进行常规筛查,并采取干预措施来解决照顾者的压力因素和消极的照顾经历可能会减轻照顾者的悲伤。
{"title":"Caregiving Experiences as Mediators Between Caregiving Stressors and Anticipatory Grief in Severe Dementia: Findings From Longitudinal Path Analysis.","authors":"Isha Chaudhry, Louisa Poco, Ishwarya Balasubramanian, Ellie Bostwick Andres, Chetna Malhotra","doi":"10.1016/j.jagp.2024.07.017","DOIUrl":"https://doi.org/10.1016/j.jagp.2024.07.017","url":null,"abstract":"<p><strong>Objectives: </strong>Family caregivers of older adults with severe dementia often experience anticipatory grief. We aimed to investigate the temporal association of caregiving stressors (older adults' behavioral symptoms, and caregiver-older adult co-residence and emotional closeness) and caregivers' anticipatory grief, and its mediation by positive and negative caregiving experiences.</p><p><strong>Design: </strong>Prospective cohort.</p><p><strong>Setting: </strong>Singapore.</p><p><strong>Participants: </strong>About 169 family caregivers of older adults with severe dementia were surveyed every 4 months for 4 years (up to 13 surveys).</p><p><strong>Measurements: </strong>We measured anticipatory grief using the Marwit Meuser Caregiver Grief Inventory-Short Form, negative caregiving experiences using the Caregiver Reaction Assessment scale, positive caregiving experiences using Gain in Alzheimer Care Instrument and behavioral symptoms using the Cohen-Mansfield Agitation Inventory. We implemented a cross-lagged panel model to test mediation, a form of longitudinal path analysis.</p><p><strong>Results: </strong>About 35% of the caregivers reported high anticipatory grief at least once during the study period. Older adults' behavioral symptoms had a significant direct effect (Standardized coefficient [95% confidence interval]: 0.12 [0.04, 0.21]) on caregivers' anticipatory grief. Negative experiences mediated the significant indirect effect of older adults' behavioral symptoms (0.16 [0.06, 0.25]) and coresidence (0.16 [0.07, 0.25]) on caregivers' anticipatory grief. Positive caregiving experiences did not mediate any path.</p><p><strong>Conclusions: </strong>Findings indicate a temporal association between caregiving stressors and anticipatory grief, mediated by negative caregiving experiences. Routine screening for anticipatory grief, and interventions to address caregiver stressors and negative caregiving experiences may alleviate caregivers' grief.</p>","PeriodicalId":55534,"journal":{"name":"American Journal of Geriatric Psychiatry","volume":null,"pages":null},"PeriodicalIF":4.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142057368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
National VA Data Indicate Need for Research and Interventions for PTSD in Skilled Nursing Facilities. 退伍军人事务部的全国数据表明,有必要对专业护理机构中的创伤后应激障碍进行研究和干预。
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-08-03 DOI: 10.1016/j.jagp.2024.07.019
Amber Gum
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引用次数: 0
Keeping Clinically-Rooted Interventions at the Heart of Hospital Workplace Safety. 将临床干预作为医院工作场所安全的核心。
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-08-03 DOI: 10.1016/j.jagp.2024.07.015
Carmen Black, Noah Sobel, Jordyn Williams
{"title":"Keeping Clinically-Rooted Interventions at the Heart of Hospital Workplace Safety.","authors":"Carmen Black, Noah Sobel, Jordyn Williams","doi":"10.1016/j.jagp.2024.07.015","DOIUrl":"https://doi.org/10.1016/j.jagp.2024.07.015","url":null,"abstract":"","PeriodicalId":55534,"journal":{"name":"American Journal of Geriatric Psychiatry","volume":null,"pages":null},"PeriodicalIF":4.4,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141984056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Commentary on Neuropsychiatric Symptom Profile in Alzheimer's Disease and their Relationship with Functional Decline. 关于阿尔茨海默病的神经精神症状及其与功能衰退的关系的评论。
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-07-16 DOI: 10.1016/j.jagp.2024.07.007
Krista L Lanctôt
{"title":"Commentary on Neuropsychiatric Symptom Profile in Alzheimer's Disease and their Relationship with Functional Decline.","authors":"Krista L Lanctôt","doi":"10.1016/j.jagp.2024.07.007","DOIUrl":"https://doi.org/10.1016/j.jagp.2024.07.007","url":null,"abstract":"","PeriodicalId":55534,"journal":{"name":"American Journal of Geriatric Psychiatry","volume":null,"pages":null},"PeriodicalIF":4.4,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141790058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Explanatory Note - CiteScore Versus Impact Factor 解释性说明--CiteScore 与影响因子的比较
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-07-04 DOI: 10.1016/j.jagp.2024.07.001
{"title":"Explanatory Note - CiteScore Versus Impact Factor","authors":"","doi":"10.1016/j.jagp.2024.07.001","DOIUrl":"10.1016/j.jagp.2024.07.001","url":null,"abstract":"","PeriodicalId":55534,"journal":{"name":"American Journal of Geriatric Psychiatry","volume":null,"pages":null},"PeriodicalIF":4.4,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141692325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Beta-to-Theta Entropy Ratio of EEG in Aging, Frontotemporal Dementia, and Alzheimer's Dementia. 衰老、额颞叶痴呆和阿尔茨海默氏症患者脑电图的 Beta 与 Theta 熵比。
IF 4.4 2区 医学 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-07-04 DOI: 10.1016/j.jagp.2024.06.009
Ahmad Zandbagleh, Andreas Miltiadous, Saeid Sanei, Hamed Azami

Background: Aging, frontotemporal dementia (FTD), and Alzheimer's dementia (AD) manifest electroencephalography (EEG) alterations, particularly in the beta-to-theta power ratio derived from linear power spectral density (PSD). Given the brain's nonlinear nature, the EEG nonlinear features could provide valuable physiological indicators of aging and cognitive impairment. Multiscale dispersion entropy (MDE) serves as a sensitive nonlinear metric for assessing the information content in EEGs across biologically relevant time scales.

Objective: To compare the MDE-derived beta-to-theta entropy ratio with its PSD-based counterpart to detect differences between healthy young and elderly subjects and between different dementia subtypes.

Methods: Scalp EEG recordings were obtained from two datasets: 1) Aging dataset: 133 healthy young and 65 healthy older adult individuals; and 2) Dementia dataset: 29 age-matched healthy controls (HC), 23 FTD, and 36 AD participants. The beta-to-theta ratios based on MDE vs. PSD were analyzed for both datasets. Finally, the relationships between cognitive performance and the beta-to-theta ratios were explored in HC, FTD, and AD.

Results: In the Aging dataset, older adults had significantly higher beta-to-theta entropy ratios than young adults. In the Dementia dataset, this ratio outperformed the beta-to-theta PSD approach in distinguishing between HC, FTD, and AD. The AD participants had a significantly lower beta-to-theta entropy ratio than FTD, especially in the temporal region, unlike its corresponding PSD-based ratio. The beta-to-theta entropy ratio correlated significantly with cognitive performance.

Conclusion: Our study introduces the beta-to-theta entropy ratio using nonlinear MDE for EEG analysis, highlighting its potential as a sensitive biomarker for aging and cognitive impairment.

背景:衰老、额颞叶痴呆症(FTD)和阿尔茨海默氏痴呆症(AD)表现为脑电图(EEG)的改变,尤其是线性功率谱密度(PSD)得出的β-θ功率比。鉴于大脑的非线性特性,脑电图的非线性特征可以为衰老和认知障碍提供有价值的生理指标。多尺度离散熵(MDE)是一种敏感的非线性指标,可用于评估脑电图在生物相关时间尺度上的信息含量:比较 MDE 导出的 beta 与 Theta 的熵比及其基于 PSD 的对应指标,以检测健康的年轻人和老年人之间以及不同痴呆亚型之间的差异:头皮脑电图记录来自两个数据集:1)老年数据集:2)痴呆数据集:29名年龄匹配的健康对照组(HC)、23名FTD患者和36名AD患者。对这两个数据集进行了基于 MDE 与 PSD 的β-θ 比率分析。最后,还探讨了 HC、FTD 和 AD 患者的认知表现与β-θ比率之间的关系:结果:在老龄化数据集中,老年人的β-θ熵比明显高于年轻人。在痴呆症数据集中,该比率在区分HC、FTD和AD方面优于β-θ PSD方法。痴呆症患者的β-θ熵比明显低于FTD患者,尤其是在颞区,这与基于PSD的相应比率不同。β-θ熵比与认知能力有明显的相关性:我们的研究采用非线性 MDE 对脑电图进行分析,引入了β-θ熵比,突出了其作为衰老和认知障碍的敏感生物标志物的潜力。
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引用次数: 0
期刊
American Journal of Geriatric Psychiatry
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