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A Psychological Intervention Program for Patients with Cerebral Infarction. 脑梗死患者的心理干预方案。
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 DOI: 10.1159/000529601
Tianjiao Xu, Fengying Tao, Ping Dong, Haixia Wang, Zhongying Shi

Introduction: Cerebral infarction is one of the most common cerebrovascular diseases. The sequelae caused by cerebral infarction, including limb paralysis, crooked mouth corners, language barriers, etc., seriously affect the patient's physical and mental health and enthusiasm for rehabilitation training. Therefore, psychological intervention has important positive significance for the rehabilitation and nursing of patients with cerebral infarction.

Methods: This is a single-blind controlled study. 168 patients with cerebral infarction who met the inclusion criteria and visited our hospital from January 2018 to January 2020 were randomly divided into a control group (n = 84) and an intervention group (n = 84). The patients in the intervention group received an additional 3-month psychological treatment on the basis of the patients in the control group. The National Institutes of Health Stroke Scale (NIHSS), Activities of Daily Living (ADL) scale, Mini-Mental State Examination (MMSE), and Hamilton Depression Rating Scale (HAMD) were measured before and after the psychological intervention.

Results: The 3-month psychological intervention we designed significantly reduced the NIHSS and HAMD scores of patients with cerebral infarction compared with traditional rehabilitation care for cerebral infarction, implying that our psychological intervention courses can improve patients' cognitive function and suppress patients' depression. Consistently, our psychological intervention also significantly improved ADL and MMSE scores 3 months after the onset of cerebral infarction patients, implying that this psychological intervention helped patients recover their daily functions relative to conventional care.

Conclusion: Psychological intervention can be used as an adjunct therapy in the treatment and nursing of patients with cerebral infarction.

脑梗死是最常见的脑血管疾病之一。脑梗死引起的后遗症包括肢体瘫痪、嘴角歪斜、语言障碍等,严重影响患者的身心健康和康复训练的积极性。因此,心理干预对脑梗死患者的康复与护理具有重要的积极意义。方法:单盲对照研究。选取2018年1月至2020年1月我院收治的符合纳入标准的脑梗死患者168例,随机分为对照组(n = 84)和干预组(n = 84)。干预组患者在对照组患者的基础上再接受3个月的心理治疗。在心理干预前后分别测量美国国立卫生研究院卒中量表(NIHSS)、日常生活活动量表(ADL)、简易精神状态检查量表(MMSE)和汉密尔顿抑郁评定量表(HAMD)。结果:我们设计的3个月的心理干预与传统的脑梗死康复护理相比,显著降低了脑梗死患者的NIHSS和HAMD评分,提示我们的心理干预课程可以改善患者的认知功能,抑制患者的抑郁情绪。与此一致的是,我们的心理干预也显著提高了脑梗死患者发病3个月后的ADL和MMSE评分,这意味着与常规护理相比,这种心理干预有助于患者恢复日常功能。结论:心理干预可作为脑梗死患者治疗和护理的辅助手段。
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引用次数: 1
Analysis of Concomitant Medications Prescribed with Antipsychotics to Patients with Dementia. 痴呆症患者服用抗精神病药物的疗效分析。
IF 2.4 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 Epub Date: 2023-05-26 DOI: 10.1159/000531240
Yoshitaka Saito, Satoru Oishi, Takeya Takizawa, Hiroyuki Muraoka, Yuki Yoshimura, Itsuki Hashimoto, Ryutaro Suzuki, Tsuyoshi Ono, Ken Inada

Introduction: Antipsychotics are still commonly prescribed to patients with dementia, despite the many issues that have been identified. This study aimed to quantify antipsychotic prescription in patients with dementia and the types of concomitant medications prescribed with antipsychotics.

Methods: A total of 1,512 outpatients with dementia who visited our department between April 1, 2013 and March 31, 2021, were included in this study. Demographic data, dementia subtypes, and regular medication use at the time of the first outpatient visit were investigated. The association between antipsychotic prescriptions and referral sources, dementia subtypes, antidementia drug use, polypharmacy, and prescription of potentially inappropriate medications (PIMs) was evaluated.

Results: The antipsychotic prescription rate for patients with dementia was 11.5%. In a comparison of dementia subtypes, the antipsychotic prescription rate was significantly higher for patients with dementia with Lewy bodies (DLB) than for those with all other dementia subtypes. In terms of concomitant medications, patients taking antidementia drugs, polypharmacy, and PIMs were more likely to receive antipsychotic prescriptions than those who were not taking these medications. Multivariate logistic regression analysis showed that referrals from psychiatric institutions, DLB, N-methyl-d-aspartate (NMDA) receptor antagonists, polypharmacy, and benzodiazepine were associated with antipsychotic prescriptions.

Conclusions: Referrals from psychiatric institutions, DLB, NMDA receptor antagonist, polypharmacy, and benzodiazepine were associated with antipsychotic prescriptions for patients with dementia. To optimise prescription of antipsychotics, it is necessary to improve cooperation between local and specialised medical institutions for accurate diagnosis, evaluate the effects of concomitant medication administration, and solve the prescribing cascade.

引言:尽管已经发现了许多问题,但抗精神病药物仍然普遍用于痴呆症患者。本研究旨在量化痴呆患者的抗精神病药物处方以及与抗精神病药一起使用的联合药物类型。方法:2013年4月1日至2021年3月31日期间,共有1512名痴呆症门诊患者到我科就诊,纳入本研究。调查了第一次门诊就诊时的人口统计学数据、痴呆症亚型和常规药物使用情况。评估了抗精神病药物处方与转诊来源、痴呆亚型、抗痴呆药物使用、多药治疗和潜在不适当药物处方(PIM)之间的关系。结果:痴呆症患者的抗精神病药物处方率为11.5%。在痴呆亚型的比较中,路易体痴呆症患者(DLB)的抗精神疾病处方率显著高于所有其他痴呆亚型患者。就联合用药而言,服用抗痴呆药物、多药和PIM的患者比不服用这些药物的患者更有可能获得抗精神病药物处方。多因素逻辑回归分析显示,来自精神病院的转诊、DLB、N-甲基-d-天冬氨酸(NMDA)受体拮抗剂、多药治疗和苯二氮卓类药物与抗精神病药物处方有关。结论:精神病院的转诊、DLB、NMDA受体拮抗剂、多药和苯二氮卓类药物与痴呆患者的抗精神病药物处方有关。为了优化抗精神病药物的处方,有必要改善当地和专业医疗机构之间的合作,以进行准确诊断,评估联合用药的效果,并解决处方级联问题。
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引用次数: 1
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。
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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 Q3 CLINICAL NEUROLOGY 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
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 Q3 CLINICAL NEUROLOGY 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":" ","pages":"258-266"},"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
Systolic Blood Pressure Is Associated with Increased Brain Amyloid Load in Mild Cognitively Impaired Participants: Alzheimer's Disease Neuroimaging Initiatives Study. 收缩压与轻度认知障碍参与者脑淀粉样蛋白负荷增加有关:阿尔茨海默病神经影像学倡议研究》。
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 Epub Date: 2023-02-20 DOI: 10.1159/000528117
Thomas V Fungwe, Julius S Ngwa, Steven P Johnson, Jilian V Turner, Mara I Ramirez Ruiz, Oludolapo O Ogunlana, Fikru B Bedada, Sheeba Nadarajah, Oyonumo E Ntekim, Thomas O Obisesan

Background: Cardiovascular disease (CVD), including elevated blood pressure (BP), is known to promote Alzheimer's disease (AD) risk. Although brain amyloid load is a recognized hallmark of pre-symptomatic AD, its relationship to increased BP is less known. The objective of this study was to examine the relationship of BP to brain estimates of amyloid-β (Aβ) and standard uptake ratio (SUVr). We hypothesized that increased BP is associated with increased SUVr.

Methods: Using data from the Alzheimer's Disease Neuroimaging Initiative (ADNI), we stratified BP according to the Seventh Joint National Committee (JNC) on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure Classification (JNC VII). Florbetapir (AV-45) SUVr was derived from the averaged frontal, anterior cingulate, precuneus, and parietal cortex relative to the cerebellum. A linear mixed-effects model enabled the elucidation of amyloid SUVr relationships to BP. The model discounted the effects of demographics, biologics, and diagnosis at baseline within APOE genotype groups. The least squares means procedure was used to estimate the fixed-effect means. All analyses were performed using the Statistical Analysis System (SAS).

Results: In non-ɛ4 carrier MCI subjects, escalating JNC categories of BP was associated with increasing mean SUVr using JNC-4 as a reference point (low-normal (JNC1) p = 0.018; normal (JNC-1) p = 0.039; JNC-2 p = 0.018 and JNC-3 p = 0.04). A significantly higher brain SUVr was associated with increasing BP despite adjustment for demographics and biological variables in non-ɛ4 carriers but not in ɛ4-carriers. This observation supports the view that CVD risk may promote increased brain amyloid load, and potentially, amyloid-mediated cognitive decline.

Conclusion: Increasing levels of JNC classification of BP is dynamically associated with significant changes in brain amyloid burden in non-ɛ4 carriers but not in ɛ4-carrier MCI subjects. Though not statistically significant, amyloid burden tended to decrease with increasing BP in ɛ4 homozygote, perhaps motivated by increased vascular resistance and the need for higher brain perfusion pressure.

背景:众所周知,心血管疾病(CVD),包括血压(BP)升高,会增加阿尔茨海默病(AD)的风险。虽然大脑淀粉样蛋白负荷是公认的症状前阿尔茨海默病的标志,但其与血压升高的关系却鲜为人知。本研究旨在探讨血压与大脑淀粉样蛋白-β(Aβ)估计值和标准摄取比(SUVr)之间的关系。我们假设血压升高与 SUVr 升高有关:利用阿尔茨海默病神经影像学倡议(Alzheimer's Disease Neuroimaging Initiative,ADNI)的数据,我们根据第七届国家预防、检测、评估和治疗高血压联合委员会(JNC)的分类(JNC VII)对血压进行了分层。氟贝他匹(AV-45)的SUVr来自额叶、前扣带回、楔前区和顶叶皮层相对于小脑的平均值。采用线性混合效应模型阐明了淀粉样蛋白 SUVr 与血压的关系。该模型排除了APOE基因型组中人口统计学、生物制剂和基线诊断的影响。采用最小二乘法估计固定效应均值。所有分析均使用统计分析系统(SAS)进行:结果:在非ɛ4携带者的MCI受试者中,以JNC-4为参考点,JNC血压类别的升级与平均SUVr的增加有关(低正常(JNC1)p = 0.018;正常(JNC-1)p = 0.039;JNC-2 p = 0.018和JNC-3 p = 0.04)。尽管对非ɛ4携带者的人口统计学和生物变量进行了调整,但脑SUVr的明显升高与血压升高有关,而在ɛ4携带者中则没有这种关系。这一观察结果支持以下观点,即心血管疾病风险可能会促进大脑淀粉样蛋白负荷的增加,并有可能导致淀粉样蛋白介导的认知能力下降:结论:在非ɛ4携带者中,JNC血压分类水平的升高与脑淀粉样蛋白负荷的显著变化动态相关,但在ɛ4携带者MCI受试者中并非如此。虽然没有统计学意义,但ɛ4 基因同源者的淀粉样蛋白负荷往往随着血压的升高而减少,这可能是由于血管阻力增加以及需要更高的脑灌注压所致。
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引用次数: 0
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 Q3 CLINICAL NEUROLOGY 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 Q3 CLINICAL NEUROLOGY Pub Date : 2023-01-01 DOI: 10.1159/000528285
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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 Q3 CLINICAL NEUROLOGY 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。
{"title":"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.","authors":"Rodgers Odhiambo Ndolo,&nbsp;Lu Yu,&nbsp;Yan Zhao,&nbsp;Jinying Lu,&nbsp;Gao Wang,&nbsp;Xinmin Zhao,&nbsp;Yi Ren,&nbsp;Jing Yang","doi":"10.1159/000530605","DOIUrl":"https://doi.org/10.1159/000530605","url":null,"abstract":"<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":11126,"journal":{"name":"Dementia and Geriatric Cognitive Disorders","volume":"52 3","pages":"156-168"},"PeriodicalIF":2.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9865027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 2
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 Q3 CLINICAL NEUROLOGY 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。
{"title":"Cerebrovascular Hemodynamics in Cognitive Impairment and Dementia: A Systematic Review and Meta-Analysis of Transcranial Doppler Studies.","authors":"David Fresnais, Håkon Ihle-Hansen, Erik Lundström, Åsa G Andersson, Brynjar Fure","doi":"10.1159/000535422","DOIUrl":"10.1159/000535422","url":null,"abstract":"<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":11126,"journal":{"name":"Dementia and Geriatric Cognitive Disorders","volume":" ","pages":"277-295"},"PeriodicalIF":2.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10911167/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138440444","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
期刊
Dementia and Geriatric Cognitive Disorders
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