Alzheimer’s Disease

阿尔茨海默病
  • 文章类型: Journal Article
    运动功能障碍,包括步态的变化,balance,和/或功能移动性,是阿尔茨海默病(AD)的一个鲜为人知的特征,尤其是与神经精神症状(NPS)的发展有关。这项研究(1)比较了尸检证实的有和没有早发性运动功能障碍的AD患者之间的NPS率,以及(2)比较了非AD痴呆尸检病理(路易体病,这些组之间的额颞叶变性)。这项回顾性纵向队列研究利用了国家阿尔茨海默氏症协调中心(NACC)的数据。参与者(N=856)被要求进行中度至重度尸检确认AD,临床痴呆评分-在他们的索引访视时全球评分≤1,NPS和临床医生额定运动数据。早期运动功能障碍与显著较高的NPI-Q总分(T=4.48,p<.001)和较高的妄想几率(OR[95CI]:1.73[1.02-2.96])相关,幻觉(2.45[1.35-4.56]),抑郁症(1.51[1.11-2.06]),烦躁(1.50[1.09-2.08]),冷漠(1.70[1.24-2.36]),焦虑(1.38[1.01-1.90]),夜间行为(1.98[1.40-2.81]),和食欲/饮食问题(1.56[1.09-2.25])。早期运动功能障碍也与更高的路易体病病理相关(1.41[1.03-1.93]),但不是额颞叶变性(1.10[0.71-1.69]),尸检。我们的结果表明,早期AD的运动症状与更高的NPS数量和严重程度有关。这可能部分由非AD神经病理学合并症解释。
    Motor dysfunction, which includes changes in gait, balance, and/or functional mobility, is a lesser-known feature of Alzheimer\'s Disease (AD), especially as it relates to the development of neuropsychiatric symptoms (NPS). This study (1) compared rates of NPS between autopsy-confirmed AD patients with and without early-onset motor dysfunction and (2) compared rates of non-AD dementia autopsy pathology (Lewy Body disease, Frontotemporal Lobar degeneration) between these groups. This retrospective longitudinal cohort study utilized National Alzheimer\'s Coordinating Center (NACC) data. Participants (N = 856) were required to have moderate-to-severe autopsy-confirmed AD, Clinical Dementia Rating-Global scores of ≤1 at their index visit, and NPS and clinician-rated motor data. Early motor dysfunction was associated with significantly higher NPI-Q total scores (T = 4.48, p < .001) and higher odds of delusions (OR [95%CI]: 1.73 [1.02-2.96]), hallucinations (2.45 [1.35-4.56]), depression (1.51 [1.11-2.06]), irritability (1.50 [1.09-2.08]), apathy (1.70 [1.24-2.36]), anxiety (1.38 [1.01-1.90]), nighttime behaviors (1.98 [1.40-2.81]), and appetite/eating problems (1.56 [1.09-2.25]). Early motor dysfunction was also associated with higher Lewy Body disease pathology (1.41 [1.03-1.93]), but not Frontotemporal Lobar degeneration (1.10 [0.71-1.69]), on autopsy. Our results suggest that motor symptoms in early AD are associated with a higher number and severity of NPS, which may be partially explained by comorbid non-AD neuropathology.
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  • 文章类型: Journal Article
    阿尔茨海默病(AD)对全球健康构成重大挑战。它的特征是老年人的进行性认知恶化和发病率和死亡率增加。在AD的各种病理生理学中,线粒体功能障碍,包括增加活性氧产量等条件,钙稳态失调,线粒体动力学受损,起着举足轻重的作用。本文综述了线粒体功能障碍在AD中的作用机制。关注葡萄糖代谢受损等方面,线粒体生物能学,钙信号,tau蛋白和β淀粉样蛋白相关的突触功能障碍,线粒体自噬,老化,炎症,线粒体DNA,线粒体定位的microRNAs,遗传学,荷尔蒙,电子传输链和克雷布斯循环。虽然lecanemab是FDA批准的唯一治疗AD的药物,我们探索减轻AD线粒体功能障碍的各种治疗方式,包括抗氧化药物,抗糖尿病药,乙酰胆碱酯酶抑制剂(FDA批准用于治疗症状),营养补充剂,天然产品,苯丙素类化合物,疫苗,锻炼,和其他潜在的治疗方法。
    Alzheimer\'s disease (AD) presents a significant challenge to global health. It is characterized by progressive cognitive deterioration and increased rates of morbidity and mortality among older adults. Among the various pathophysiologies of AD, mitochondrial dysfunction, encompassing conditions such as increased reactive oxygen production, dysregulated calcium homeostasis, and impaired mitochondrial dynamics, plays a pivotal role. This review comprehensively investigates the mechanisms of mitochondrial dysfunction in AD, focusing on aspects such as glucose metabolism impairment, mitochondrial bioenergetics, calcium signaling, protein tau and amyloid-beta-associated synapse dysfunction, mitophagy, aging, inflammation, mitochondrial DNA, mitochondria-localized microRNAs, genetics, hormones, and the electron transport chain and Krebs cycle. While lecanemab is the only FDA-approved medication to treat AD, we explore various therapeutic modalities for mitigating mitochondrial dysfunction in AD, including antioxidant drugs, antidiabetic agents, acetylcholinesterase inhibitors (FDA-approved to manage symptoms), nutritional supplements, natural products, phenylpropanoids, vaccines, exercise, and other potential treatments.
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  • 文章类型: Journal Article
    目标:积极适应,比如更高的控制信念,在残疾诊断之后,对于缓冲过度残疾很重要;然而,没有研究检查最近诊断的阿尔茨海默病和相关痴呆(ADRD)如何影响控制信念。当前的研究解决了文献中的这一差距。方法:我们使用2012-2016年健康与退休研究浪潮的数据。倾向得分加权用于解决ADRD诊断的系统选择,以了解诊断后两年控制信念(感知的约束和掌握)如何受到影响。结果:ADRD的新诊断与两年后较低的掌握评分有关,无论基线功能能力如何(b=-0.652,p<.001)。在新的ADRD诊断和感知的约束之间没有发现关联。结论:我们的结果表明,ADRD的最新诊断对掌握有负面影响,这可能会导致过度残疾。
    Objectives: Positive adaptation, like higher control beliefs, following a disability diagnosis is important to buffer against excess disability; however, no study has examined how the recent diagnosis of Alzheimer\'s disease and related dementias (ADRD) impacts control beliefs. The current study addresses this gap in the literature. Method: We use data from the 2012-2016 waves of the Health and Retirement Study. Propensity score weighting was used to address the systematic selection of an ADRD diagnosis to understand how control beliefs (perceived constraints and mastery) are impacted two years following a diagnosis. Results: A new diagnosis of ADRD was associated with a lower mastery score two years later, regardless of baseline functional ability (b = -0.652, p < .001). No associations were noted between a new ADRD diagnosis and perceived constraints. Conclusions: Our results suggest that a recent diagnosis of ADRD has negative implications for mastery, which may facilitate excess disability.
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  • 文章类型: Journal Article
    Ferroptosis,一种以脂质过氧化为特征的细胞死亡形式,涉及神经退行性疾病,如阿尔茨海默病(AD)。最近的研究表明,一线抗疟药青蒿素可有效对抗AD病理。在这项研究中,我们研究了青蒿素对神经元铁凋亡的保护作用及其机制。在海马HT22细胞中,用青蒿素剂量依赖性预处理,防止Erastin诱导的细胞死亡,EC50值为5.032µM,与铁凋亡抑制剂铁抑素-1相当(EC50=4.39µM)。我们证明了青蒿素(10μM)显着增加了HT22细胞中Nrf2的核易位并上调了SLC7A11和GPX4。Nrf2,SLC7A11或GPX4的敲除阻止了青蒿素的保护作用,表明其抗铁凋亡作用是由Nrf2-SLC7A11-GPX4途径介导的。分子对接和免疫共沉淀(Co-IP)分析表明,青蒿素与KEAP1竞争性结合,促进KEAP1-Nrf2复合物的解离并抑制Nrf2的泛素化。海马内注射咪唑-酮-伊拉斯汀(IKE)可引起小鼠的铁性凋亡,并伴有认知缺陷,这表明在NOR和NOL测试中对探索新物体和新物体位置的偏好较低。青蒿素(5,10mg/kg,i.p.)剂量依赖性地抑制IKE诱导的海马CA1区铁性凋亡,并改善学习和记忆障碍。此外,我们证明青蒿素逆转了Aβ1-42诱导的铁凋亡,HT22细胞中的脂质过氧化和谷胱甘肽消耗,原代海马神经元,和3×Tg小鼠通过KEAP1-Nrf2途径。我们的结果表明,青蒿素是一种新型的神经元铁凋亡抑制剂,靶向KEAP1激活Nrf2-SLC7A11-GPX4通路。
    Ferroptosis, a form of cell death characterized by lipid peroxidation, is involved in neurodegenerative diseases such as Alzheimer´s disease (AD). Recent studies have shown that a first-line antimalarial drug artemisinin is effective to counteract AD pathology. In this study, we investigated the protective effect of artemisinin against neuronal ferroptosis and the underlying mechanisms. In hippocampal HT22 cells, pretreatment with artemisinin dose-dependently protected against Erastin-induced cell death with an EC50 value of 5.032 µM, comparable to the ferroptosis inhibitor ferrostatin-1 (EC50 = 4.39 µM). We demonstrated that artemisinin (10 μM) significantly increased the nuclear translocation of Nrf2 and upregulated SLC7A11 and GPX4 in HT22 cells. Knockdown of Nrf2, SLC7A11 or GPX4 prevented the protective action of artemisinin, indicating that its anti-ferroptosis effect is mediated by the Nrf2-SLC7A11-GPX4 pathway. Molecular docking and Co-Immunoprecipitation (Co-IP) analysis revealed that artemisinin competitively binds with KEAP1, promoting the dissociation of KEAP1-Nrf2 complex and inhibiting the ubiquitination of Nrf2. Intrahippocampal injection of imidazole-ketone-Erastin (IKE) induced ferroptosis in mice accompanied by cognitive deficits evidenced by lower preference for exploration of new objects and new object locations in the NOR and NOL tests. Artemisinin (5, 10 mg/kg, i.p.) dose-dependently inhibited IKE-induced ferroptosis in hippocampal CA1 region and ameliorated learning and memory impairments. Moreover, we demonstrated that artemisinin reversed Aβ1-42-induced ferroptosis, lipid peroxidation and glutathione depletion in HT22 cells, primary hippocampal neurons, and 3×Tg mice via the KEAP1-Nrf2 pathway. Our results demonstrate that artemisinin is a novel neuronal ferroptosis inhibitor that targets KEAP1 to activate the Nrf2-SLC7A11-GPX4 pathway.
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  • 文章类型: Journal Article
    阿尔茨海默病(AD)是痴呆的最常见原因,以记忆丧失为特征,认知能力下降,人格改变,和各种神经症状。血脑屏障(BBB)损伤的作用,细胞外基质(ECM)异常,少突胶质细胞(ODCs)在AD中的功能障碍越来越受到关注,然而,详细的发病机制仍然难以捉摸。这项研究将AD患者脑血管系统的单细胞测序与全基因组关联分析相结合。它旨在阐明周细胞损伤背后的关联和潜在机制,ECM紊乱,和ODCs功能障碍在AD发病机制中的作用。最后,我们发现周细胞PI3K-AKT-FOXO信号通路异常可能参与AD的致病过程.这种全面的方法为AD的复杂病因提供了新的思路,并为其发病机理和治疗策略的高级研究开辟了道路。
    Alzheimer\'s disease (AD) is the most common cause of dementia, characterized by memory loss, cognitive decline, personality changes, and various neurological symptoms. The role of blood-brain barrier (BBB) injury, extracellular matrix (ECM) abnormalities, and oligodendrocytes (ODCs) dysfunction in AD has gained increasing attention, yet the detailed pathogenesis remains elusive. This study integrates single-cell sequencing of AD patients\' cerebrovascular system with a genome-wide association analysis. It aims to elucidate the associations and potential mechanisms behind pericytes injury, ECM disorder, and ODCs dysfunction in AD pathogenesis. Finally, we identified that abnormalities in the pericyte PI3K-AKT-FOXO signaling pathway may be involved in the pathogenic process of AD. This comprehensive approach sheds new light on the complex etiology of AD and opens avenues for advanced research into its pathogenesis and therapeutic strategies.
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  • 文章类型: Journal Article
    载脂蛋白E(apoE)在阿尔茨海默病(AD)的病理生理过程中具有重要作用。APOE4已被认为是发展迟发性AD的危险因素。最近,APOE4纯合性被认为是AD的一个新的家族遗传性状。在这份意见文件中,我们总结了APOE4在生活在早期逆境中并患有肠道感染/营养不良相关病原体暴露组的儿童中的潜在多效拮抗作用。尽管随着年龄的增长,APOE4在生命早期被发现具有神经保护作用。我们呼吁人们意识到当APOE4携带者时,这可能给公共卫生系统带来的潜在负担,在生命早期在不利的环境条件下长大,然后在以后的生活中随着不健康的生活方式而衰老,可能有认知障碍和获得性AD的特殊风险。我们假设抗衰老疗法对保护这些个体和治疗与衰老相关的慢性疾病的重要性。
    Apolipoprotein E (apoE) has a pivotal role in Alzheimer\'s Disease (AD) pathophysiology. APOE4 has been recognized as a risk factor for developing late-onset AD. Recently, APOE4 homozygosity was regarded as a new familial genetic trait of AD. In this opinion paper, we summarized the potential pleiotropic antagonism role of APOE4 in children living under early life adversity and afflicted with enteric infection/malnutrition-related pathogenic exposome. APOE4 was found to be neuroprotective early in life despite its increasing risk for AD with aging. We call for awareness of the potential burden this can bring to the public health system when APOE4 carriers, raised under adverse environmental conditions in early life and then aging with unhealthy lifestyles in later life may be at special risk for cognitive impairments and acquired AD. We postulate the importance of anti-senescence therapies to protect these individuals and remediate aging-related chronic illnesses.
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  • 文章类型: Journal Article
    神经退行性疾病是一组衰弱和进行性疾病,主要影响神经系统的结构和功能,导致神经元逐渐丧失和随后的认知能力下降,和行为活动。影响世界上属于上述类别的重要人群的两种常见疾病是阿尔茨海默病(AD)和帕金森病(PD)。这些疾病严重影响生活质量,给医疗保健系统和社会带来负担。人口特征,机器学习方法现在已经被用来诊断这些疾病;然而,它们具有准确性限制。因此,作者开发了基于深度学习分类器加权策略的基于排序的集成方法。所提出的方法的整个建模过程包括三个阶段。在第一阶段,预处理技术用于清理数据集中的噪声,使其根据深度学习模型标准化,因为它会显著影响它们的性能。在第二阶段,选取了5种深度学习模型对预测结果进行分类和计算。在第三阶段,在计算五个模型的排名和权重后,提出了一种基于排名的集成方法来集成五个模型的结果。此外,选择用于AD分类的磁共振成像(MRI)数据集,分别为用于AD分类的阿尔茨海默病神经成像计划(ADNI)和用于PD分类的帕金森病进展标记计划(PPMI),以验证所提出的方法.此外,该方法在AD-认知范数(CN)上的分类准确率为97.89%,AD-轻度认知障碍(MCI)为99.33%,CN-MCI为99.44%,PD-CN为99.22%,PD-无多巴胺能作用证据的扫描(SWEDD)分别为97.56%和CN-SWEDD为98.22%。此外,对于所提出的框架,多类分类显示出AD的97.18%和PD的97.85%的有希望的准确性。研究结果表明,所提出的基于深度学习的集成技术在多类别和二进制类别分类中都具有AD和PD预测的竞争力。此外,所提出的方法提高了诊断神经退行性疾病的泛化性能,并且比现有方法表现更好。
    Neurodegenerative diseases are group of debilitating and progressive disorders that primarily affect the structure and functions of nervous system, leading to gradual loss of neurons and subsequent decline in cognitive, and behavioral activities. The two frequent diseases affecting the world\'s significant population falling in the above category are Alzheimer\'s disease (AD) and Parkinson\'s disease (PD). These disorders substantially impact the quality of life and burden healthcare systems and society. The demographic characteristics, and machine learning approaches have now been employed to diagnose these illnesses; however, they possess accuracy limitations. Therefore, the authors have developed ranking-based ensemble approach based on the weighted strategy of deep learning classifiers. The whole modeling procedure of the proposed approach incorporates three phases. In phase I, preprocessing techniques are applied to clean the noise in datasets to make it standardized according to deep learning models as it significantly impacts their performance. In phase II, five deep learning models are selected for classification and calculation of prediction results. In phase III, a ranking-based ensemble approach is proposed to ensemble the results of the five models after calculating the ranks and weights of them. In addition, the Magnetic Resonance Imaging (MRI) datasets named Alzheimer\'s Disease Neuroimaging Initiative (ADNI) for AD classification and Parkinson\'s Progressive Marker Initiative (PPMI) for PD classification are selected to validate the proposed approach. Furthermore, the proposed method achieved the classification accuracy on AD- Cognitive Normals (CN) at 97.89%, AD- Mild Cognitive Impairment (MCI) at 99.33% and CN-MCI at 99.44% and on PD-CN at 99.22%, PD- Scans Without Evidence of Dopaminergic Effect (SWEDD) at 97.56% and CN-SWEDD at 98.22% respectively. Also, the multi-class classification shows the promising accuracy of 97.18% for AD and 97.85% for PD for the proposed framework. The findings of the study show that the proposed deep learning-based ensemble technique is competitive for AD and PD prediction in both multiclass and binary class classification. Furthermore, the proposed approach enhances generalization performance in diagnosing neurodegenerative diseases and performs better than existing approaches.
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  • 文章类型: Journal Article
    肾功能下降会损害淀粉样蛋白-β的全身清除,这是阿尔茨海默氏病的特征,而白蛋白尿与内皮损伤引起的血脑屏障破坏有关。动脉僵硬度对具有高搏动流量的大脑微血管损害的大脑产生不利影响。
    为了检查新的肾脏疾病指数(KDI)之间的关联,它是估计的肾小球滤过率(eGFR)和尿白蛋白与肌酐比值(uACR)的综合指数,和认知功能,并通过动脉僵硬度进行潜在调解。
    这是一项针对45岁及以上2型糖尿病(T2D)参与者的纵向多中心研究。我们使用可重复电池评估神经心理状态(RBANS)评估认知功能。脉搏波速度(PWV),动脉僵硬度指数,采用压平眼压法测量。KDI计算为1/eGFR的几何平均值和自然对数变换(ln)(ACR*100)。
    有1,303名参与者,平均年龄61.3±8.0岁。LnKDI与基线RBANS总分较低相关,调整系数为-2.83(95%CI-4.30至-1.35;p<0.001)。590名参与者接受了长达8.6年的随访。LnKDI与较低的随访RBANS总分相关,即时记忆,具有相应调整系数-2.35(95%CI-4.50至-0.20;p=0.032)的视觉空间/构造和注意力域,-2.93(95%CI-5.84至-0.02;p=0.049),-3.26(95%CI-6.25至-0.27;p=0.033)和-4.88(95%CI-7.95至-1.82;p=0.002)。PWV占与随访RBANS总分之间关联的19.5%。
    KDI与全球认知功能降低有关,在即时记忆中,视觉空间/结构和注意力领域。动脉僵硬介导了KDI与T2D患者认知功能下降之间的关联。
    UNASSIGNED: Decline in renal function impairs systemic clearance of amyloid-β which characterizes Alzheimer\'s disease while albuminuria is associated with blood-brain barrier disruption due to endothelial damage. Arterial stiffness adversely affects the brain with high pulsatile flow damaging cerebral micro-vessels.
    UNASSIGNED: To examine association between a novel kidney disease index (KDI), which is a composite index of estimated glomerular filtration (eGFR) and urinary albumin-to-creatinine ratio (uACR), and cognitive function with potential mediation by arterial stiffness.
    UNASSIGNED: This was a longitudinal multi-center study of participants with type 2 diabetes (T2D) aged 45 years and above. We assessed cognitive function with Repeatable Battery for the Assessment of Neuropsychological Status (RBANS). Pulse wave velocity (PWV), an index of arterial stiffness, was measured using applanation tonometry method. KDI was calculated as geometric mean of 1/eGFR and natural logarithmically-transformed (ln)(ACR*100).
    UNASSIGNED: There were 1,303 participants with mean age 61.3±8.0 years. LnKDI was associated with lower baseline RBANS total score with adjusted coefficient -2.83 (95% CI -4.30 to -1.35; p < 0.001). 590 participants were followed over up to 8.6 years. LnKDI was associated with lower follow-up RBANS score in total, immediate memory, visuo-spatial/construction and attention domains with corresponding adjusted coefficients -2.35 (95% CI -4.50 to -0.20; p = 0.032), -2.93 (95% CI -5.84 to -0.02; p = 0.049), -3.26 (95% CI -6.25 to -0.27; p = 0.033) and -4.88 (95% CI -7.95 to -1.82; p = 0.002). PWV accounted for 19.5% of association between and follow-up RBANS total score.
    UNASSIGNED: KDI was associated with lower cognitive function globally, and in immediate memory, visuo-spatial/construction and attention domains. Arterial stiffness mediated the association between KDI and cognitive decline in patients with T2D.
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  • 文章类型: Journal Article
    18F-氟代脱氧葡萄糖(18F-FDG)正电子发射断层扫描(PET)在阿尔茨海默病(AD)检查中很有价值。
    探讨18F-FDGPET在区分和分期AD以及脑葡萄糖代谢与认知功能和血管危险因素之间的关联方面的有效性。
    107名参与者包括19名轻度认知障碍(MCI),38轻度AD,24中度AD,15中重度AD,11个额颞叶痴呆(FTD)入组。利用视觉和基于体素的分析程序。认知条件,包括6个认知功能评分和7个单领域认知表现,和与高血压相关的血管危险因素,高脂血症,糖尿病,以年龄为协变量,肥胖与AD痴呆患者的糖代谢相关。
    18F-FDGPET有效地将AD与FTD区分开,也将MCI与AD亚型区分开,具有显着不同的低代谢(轻度AD除外)(身高阈值p<0.001,所有puncorr<0.05,以下相同)。认知功能得分,特别是迷你精神状态检查和蒙特利尔认知评估,与AD参与者的区域糖代谢显著相关(均p<0.05),而MCI患者单领域认知表现和血管危险因素与局部糖代谢显著相关(均p<0.05)。
    这项研究强调了18F-FDGPET在识别和分期AD中的重要作用。脑葡萄糖代谢与AD痴呆的认知状态和MCI的血管危险因素相关,表明18F-FDGPET可能有希望预测认知下降,并作为研究血管危险因素影响从MCI转化为AD的潜在机制的视觉框架。
    UNASSIGNED: 18F-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET) is valuable in Alzheimer\'s disease (AD) workup.
    UNASSIGNED: To explore the effectiveness of 18F-FDG PET in differentiating and staging AD and associations between brain glucose metabolism and cognitive functions and vascular risk factors.
    UNASSIGNED: 107 participates including 19 mild cognitive impairment (MCI), 38 mild AD, 24 moderate AD, 15 moderate-severe AD, and 11 frontotemporal dementia (FTD) were enrolled. Visual and voxel-based analysis procedures were utilized. Cognitive conditions, including 6 cognitive function scores and 7 single-domain cognitive performances, and vascular risk factors linked to hypertension, hyperlipidemia, diabetes, and obesity were correlated with glucose metabolism in AD dementia using age as a covariate.
    UNASSIGNED: 18F-FDG PET effectively differentiated AD from FTD and also differentiated MCI from AD subtypes with significantly different hypometabolism (except for mild AD) (height threshold p < 0.001, all puncorr < 0.05, the same below). The cognitive function scores, notably Mini-Mental State Examination and Montreal Cognitive Assessment, correlated significantly with regional glucose metabolism in AD participants (all p < 0.05), whereas the single-domain cognitive performance and vascular risk factors were significantly associated with regional glucose metabolism in MCI patients (all p < 0.05).
    UNASSIGNED: This study underlines the vital role of 18F-FDG PET in identifying and staging AD. Brain glucose metabolism is associated with cognitive status in AD dementia and vascular risk factors in MCI, indicating that 18F-FDG PET might be promising for predicting cognitive decline and serve as a visual framework for investigating underlying mechanism of vascular risk factors influencing the conversion from MCI to AD.
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  • 文章类型: Journal Article
    阿尔茨海默病(AD)与一种或多种慢性疾病有关,这可能会导致认知能力下降和痴呆。认知障碍正在增加,公共卫生官员必须解决AD的危险因素,以改善西德克萨斯州农村社区的健康状况。
    这项研究的目的是探讨与居住在科克伦的老年人认知障碍相关的社会人口统计学和慢性病危险因素,Parmer,和西德克萨斯州农村的贝利县。
    皮尔逊卡方等统计方法,比例测试,单变量二元逻辑回归,并利用多变量逻辑回归分析数据。采用SPSS软件检测认知障碍与危险因素之间的显著关系。
    通过使用交叉制表分析并通过比例测试比较县受访者,获得了社会人口统计学和慢性病的汇总统计数据。采用单变量二元逻辑回归方法,发现60-69岁年龄组,焦虑,抑郁症,糖尿病,高血压,和心血管疾病与认知障碍显著相关。使用多变量逻辑回归方法,研究发现,Bailey县(60~69岁年龄组)发生认知障碍的可能性(p=0.002)高于Parmer县(p=0.067)和Cochran县(p=0.064).与发展为AD的男性相比,Parmer县的女性(p=0.033)的风险降低了78.3%。
    确定认知障碍的重要风险因素对于解决地理差异问题很重要,整合这些因素可以指导相关的政策干预措施,以减少西德克萨斯州农村社区的认知障碍发生率。
    UNASSIGNED: Alzheimer\'s disease (AD) is related to one or more chronic illnesses, which may develop cognitive decline and dementia. Cognitive impairment is increasing, and public health officials must address risk factors for AD to improve the health of rural West Texas communities.
    UNASSIGNED: The purpose of this study was to explore the sociodemographic and chronic disease risk factors related to cognitive impairment among elderly adults living in Cochran, Parmer, and Bailey counties in rural West Texas.
    UNASSIGNED: Statistical methods such as Pearson\'s chi-squared, proportion tests, univariate binary logistic regression, and a multivariable logistic regression were utilized to analyze data. SPSS software was used to detect the significant relationship between cognitive impairment and risk factors.
    UNASSIGNED: Summary statistics were obtained for sociodemographic and chronic diseases by using cross-tabulation analysis and comparing the county respondents with proportion tests. A univariate binary logistic regression method was utilized and found that age group 60-69, anxiety, depression, diabetes, hypertension, and cardiovascular disease were significantly associated with cognitive impairment. Using a multivariable logistic regression approach, it was found that Bailey County (age group 60-69) had a higher likelihood (p = 0.002) of cognitive impairment than Parmer (p = 0.067) and Cochran counties (p = 0.064). The risk of females (p = 0.033) in Parmer County was 78.3% lower compared to males in developing AD.
    UNASSIGNED: Identifying significant risk factors for cognitive impairment are important in addressing issues of geographic variations and integrating such factors may guide relevant policy interventions to reduce cognitive impairment incidence in rural communities within West Texas.
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