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MitoH3: Mitochondrial Haplogroup and Homoplasmic/Heteroplasmic Variant Calling Pipeline for Alzheimer's Disease Sequencing Project. MitoH3:阿尔茨海默病测序项目线粒体单倍群和同质/异质变异调用管道。
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2024-04-08 eCollection Date: 2024-01-01 DOI: 10.3233/ADR-230120
Congcong Zhu, Tong Tong, John J Farrell, Eden R Martin, William S Bush, Margaret A Pericak-Vance, Li-San Wang, Gerard D Schellenberg, Jonathan L Haines, Kathryn L Lunetta, Lindsay A Farrer, Xiaoling Zhang

Background: Mitochondrial DNA (mtDNA) is a double-stranded circular DNA and has multiple copies in each cell. Excess heteroplasmy, the coexistence of distinct variants in copies of mtDNA within a cell, may lead to mitochondrial impairments. Accurate determination of heteroplasmy in whole-genome sequencing (WGS) data has posed a significant challenge because mitochondria carrying heteroplasmic variants cannot be distinguished during library preparation. Moreover, sequencing errors, contamination, and nuclear mtDNA segments can reduce the accuracy of heteroplasmic variant calling.

Objective: To efficiently and accurately call mtDNA homoplasmic and heteroplasmic variants from the large-scale WGS data generated from the Alzheimer's Disease Sequencing Project (ADSP), and test their association with Alzheimer's disease (AD).

Methods: In this study, we present MitoH3-a comprehensive computational pipeline for calling mtDNA homoplasmic and heteroplasmic variants and inferring haplogroups in the ADSP WGS data. We first applied MitoH3 to 45 technical replicates from 6 subjects to define a threshold for detecting heteroplasmic variants. Then using the threshold of 5% ≤variant allele fraction≤95%, we further applied MitoH3 to call heteroplasmic variants from a total of 16,113 DNA samples with 6,742 samples from cognitively normal controls and 6,183 from AD cases.

Results: This pipeline is available through the Singularity container engine. For 4,311 heteroplasmic variants identified from 16,113 samples, no significant variant count difference was observed between AD cases and controls.

Conclusions: Our streamlined pipeline, MitoH3, enables computationally efficient and accurate analysis of a large number of samples.

背景:线粒体 DNA(mtDNA)是一种双链环状 DNA,在每个细胞中有多个拷贝。过多的异质性(细胞内 mtDNA 副本中不同变体的共存)可能会导致线粒体损伤。在全基因组测序(WGS)数据中准确确定异质性是一项重大挑战,因为在文库制备过程中无法区分携带异质性变体的线粒体。此外,测序错误、污染和核 mtDNA 片段也会降低异质变体调用的准确性:从阿尔茨海默病测序项目(ADSP)产生的大规模 WGS 数据中高效、准确地调用 mtDNA 同质和异质变体,并检验它们与阿尔茨海默病(AD)的关联:在本研究中,我们介绍了MitoH3--一种用于在ADSP WGS数据中调用mtDNA同质和异质变异并推断单倍群的综合计算管道。我们首先将 MitoH3 应用于来自 6 个受试者的 45 个技术重复,以确定检测异质变异的阈值。然后,利用5%≤变异等位基因比例≤95%的阈值,我们进一步应用MitoH3调用了16113个DNA样本中的异质变异,其中6742个样本来自认知正常对照组,6183个样本来自AD病例:该管道可通过 Singularity 容器引擎使用。对于从 16,113 份样本中鉴定出的 4,311 个异质变体,AD 病例和对照组之间没有观察到显著的变体数量差异:我们的简化管道 MitoH3 可以对大量样本进行高效、准确的计算分析。
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引用次数: 0
Weakness Thresholds Are Differentially Linked to Cognitive Function by Obesity Status in Older Americans 美国老年人的虚弱阈值与认知功能的关系因肥胖状况而异
Q3 Psychology Pub Date : 2024-04-08 DOI: 10.3233/adr-230190
Joshua Batesole, Grant R Tomkinson, Kirk I. Erickson, Donald Jurivich, Justin J Lang, Brenda M. McGrath, Sheria G. Robinson-Lane, Ashleigh E. Smith, Ryan McGrath
Background: Weakness can be operationalized with several thresholds, which in turn, could impact associations with cognitive impairment when considering obesity status. Objective: We examined the associations of absolute, normalized, and collective weakness thresholds on future cognitive impairment by obesity status in older adults. Methods: We performed a secondary data analysis on the 2006–2018 waves of the Health and Retirement Study. A spring-type dynamometer collected handgrip strength (HGS). Males were categorized weak if their HGS was <35.5-kg (absolute), <0.45-kg/kg (body mass normalized), or <1.05-kg/kg/m2 (body mass index (BMI) normalized), while females were defined as weak if their HGS was <20.0-kg, <0.337-kg/kg, or <0.79-kg/kg/m2. The modified Telephone Interview of Cognitive Status examined cognitive function. Persons scoring ≤10 had a cognitive impairment. Obesity was categorized as BMI ≥30 kg/m2. Results: We included 7,532 and 3,584 persons aged ≥65-years living without and with obesity, respectively. Those without obesity but beneath the absolute weakness threshold had 1.54 (95% confidence interval (CI): 1.24–1.91) greater odds for future cognitive impairment. Persons with obesity and beneath each threshold also had greater odds for future cognitive impairment: 1.89 (95% CI: 1.28–2.78) for absolute, 2.17 (95% CI: 1.02–4.62) for body mass normalized, and 1.75 (95% CI: 1.10–2.80) for BMI normalized. Older Americans without obesity but underneath all the weakness thresholds had 1.32 (95% CI: 1.00–1.74) greater odds for impairment in cognitive function, while persons with obesity had 2.76 (95% CI: 1.29–5.93) greater odds. Conclusions: There should be consideration for how body size and different weakness thresholds may influence future cognitive outcomes.
背景:在考虑肥胖状况时,虚弱可通过几个阈值来操作,这反过来又会影响与认知障碍的关联。研究目的我们根据肥胖状况研究了绝对、归一化和集体虚弱阈值与老年人未来认知障碍的关联。研究方法我们对健康与退休研究 2006-2018 年的波次进行了二次数据分析。使用弹簧式测力计收集手握力量(HGS)。如果男性的 HGS 小于 35.5-kg(绝对值)、小于 0.45-kg/kg(体重归一化)或小于 1.05-kg/kg/m2(体重指数(BMI)归一化),则被归类为体弱;如果女性的 HGS 小于 20.0-kg、小于 0.337-kg/kg或小于 0.79-kg/kg/m2,则被定义为体弱。改良的认知状况电话访谈检查认知功能。得分≤10分者为认知障碍。体重指数≥30 kg/m2为肥胖。研究结果我们分别纳入了 7,532 名和 3,584 名年龄≥65 岁、无肥胖症和有肥胖症的人。没有肥胖但低于绝对虚弱临界值的人将来出现认知障碍的几率比常人高 1.54(95% 置信区间:1.24-1.91)。患有肥胖症且低于每个阈值的人将来出现认知障碍的几率也更大:绝对值为 1.89(95% 置信区间:1.28-2.78),体重正常化为 2.17(95% 置信区间:1.02-4.62),体重指数正常化为 1.75(95% 置信区间:1.10-2.80)。没有肥胖但低于所有虚弱临界值的美国老年人出现认知功能障碍的几率比正常人高 1.32(95% CI:1.00-1.74),而肥胖者出现认知功能障碍的几率比正常人高 2.76(95% CI:1.29-5.93)。结论应考虑体型和不同的虚弱阈值对未来认知结果的影响。
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引用次数: 0
Cognitive Impairment in the Post-Acute Phases of COVID-19 and Mechanisms: An Introduction and Narrative Review COVID-19 后急性期的认知障碍及其机制:导言与叙事回顾
Q3 Psychology Pub Date : 2024-04-08 DOI: 10.3233/adr-230172
Weiye Wang, Ruxin Cui, Luming Leng, Gang Wang, Guoping Peng
Cognitive impairment is a primary manifestation of neurological symptoms associated with COVID-19 and may occur after disease resolution. Although cognitive impairment has been extensively reported in the literature, its duration and rate of remission remain controversial. This study discusses the various factors that influence cognitive impairment, including demographic characteristics, genetics, as well as disease course and severity. Furthermore, imaging and laboratory data have suggested various associations with cognitive impairment, most notably changes in EEG patterns, PET imaging, and serum markers. Some findings suggest similarities and potential links between COVID-related cognitive impairment and Alzheimer’s disease. Moreover, this study reviews the various mechanisms proposed to explain the development of cognitive impairment in COVID-19, including cytokine storm, damage to the blood-brain barrier, compromise of small vessel integrity, hypoxic conditions, and immune dysregulation.
认知障碍是与 COVID-19 相关的神经系统症状的主要表现,并可能在疾病缓解后出现。虽然认知功能障碍在文献中已有大量报道,但其持续时间和缓解率仍存在争议。本研究讨论了影响认知障碍的各种因素,包括人口统计学特征、遗传学以及病程和严重程度。此外,影像学和实验室数据也表明,认知功能障碍与脑电图模式、正电子发射计算机断层扫描成像和血清标记物的变化有各种关联。一些研究结果表明,COVID 相关认知障碍与阿尔茨海默病之间存在相似之处和潜在联系。此外,本研究还回顾了为解释 COVID-19 认知功能障碍的发展而提出的各种机制,包括细胞因子风暴、血脑屏障受损、小血管完整性受损、缺氧条件和免疫失调。
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引用次数: 0
Circulating Cell Free DNA and DNA Double-Strand Breakage in Alzheimer’s Disease 阿尔茨海默病中的循环细胞游离 DNA 和 DNA 双链断裂
Q3 Psychology Pub Date : 2024-04-08 DOI: 10.3233/adr-240012
Michelle Nguyen, Colby Wood, Andres Rios, Zach Salter, P. H. Reddy
Alzheimer’s disease (AD) is an age-related neurodegenerative disease that is characterized by memory loss and multiple cognitive impairments. AD is pathologically characterized by age-dependent accumulation of amyloid-β protein and the phosphorylation of tau protein in the brains of patients with AD. Clinically, manifestations of AD include cognitive decline, dementia, alterations of high-order brain functions, and movement disorders. Double-stranded DNA breaks are a lethal form of DNA damage and are typically repaired via non-homologous end joining and homologous recombination. However, in AD brain, repair mechanism is disrupted, leading to a cascade of events, cognitive dysfunction, organ failure and reduced lifespan. Increased circulating cell-free DNA in the blood, cerebrospinal fluid, and urine in patients with AD, can be used as early detectable biomarkers for AD. The purpose of our article is to explore the potential uses of cell-free DNA and double-stranded DNA breaks as prognostic markers for AD and examine the recent research on the application of these markers in studies.
阿尔茨海默病(AD)是一种与年龄相关的神经退行性疾病,以记忆力减退和多种认知障碍为特征。阿兹海默症的病理特征是阿兹海默症患者大脑中淀粉样蛋白-β的积累和tau蛋白的磷酸化。临床上,注意力缺失症的表现包括认知能力下降、痴呆、大脑高阶功能改变和运动障碍。双链DNA断裂是一种致命的DNA损伤形式,通常通过非同源末端连接和同源重组进行修复。然而,在注意力缺失症患者的大脑中,修复机制被破坏,导致一系列事件、认知功能障碍、器官衰竭和寿命缩短。AD患者血液、脑脊液和尿液中循环游离细胞DNA的增加可作为AD的早期生物标志物。本文旨在探讨无细胞DNA和双链DNA断裂作为AD预后标志物的潜在用途,并研究这些标志物在研究中的最新应用。
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引用次数: 0
Changes in Brain Structure and Function in a Multisport Cohort of Retired Female and Male Athletes, Many Years after Suffering a Concussion: Implications for Neuroplasticity and Neurodegenerative Disease Pathogenesis 退役男女运动员在遭受脑震荡多年后大脑结构和功能的变化:对神经可塑性和神经退行性疾病发病机制的影响
Q3 Psychology Pub Date : 2024-03-19 DOI: 10.3233/adr-240021
Michael Turner, Antonio Belli, Rudolph J. Castellani
Background: Cumulative effects of traumatic brain injury is of increasing concern, especially with respect to its role in the etiology and pathogenesis of neurodegenerative diseases, such as Alzheimer’s disease, Parkinson’s disease, and amyotrophic lateral sclerosis. Objective: Compare regional brain volume and connectivity between athletes with a history of concussion and controls. Methods: We evaluated whole-brain volumetric effects with Bayesian regression models and functional connectivity with network-based statistics, in 125 retired athletes (a mean of 11 reported concussions) and 36 matched controls. Results: Brain regions significantly lower in volume in the concussed group included the middle frontal gyrus, hippocampus, supramarginal gyrus, temporal pole, and inferior frontal gyrus. Conversely, brain regions significantly larger included the hippocampal and collateral sulcus, middle occipital gyrus, medial orbital gyrus, caudate nucleus, lateral orbital gyrus, and medial postcentral gyrus. Functional connectivity analyses revealed increased edge strength, most marked in motor domains. Numerous edges of this network strengthened in athletes were significantly weakened with concussion. Aligned to meta-analytic neuroimaging data, the observed changes suggest functional enhancement within the motor, sensory, coordination, balance, and visual processing domains in athletes, attenuated by concussive head injury with a negative impact on memory and language. Conclusions: These findings suggest that engagement in sport may benefit the brain across numerous domains, but also highlights the potentially damaging effects of concussive head injury. Future studies with longitudinal cohorts including autopsy examination are needed to determine whether the latter reflects tissue loss from brain shearing, or the onset of a progressive Alzheimer’s disease like proteinopathy.
背景:脑外伤的累积效应越来越受到关注,尤其是它在神经退行性疾病(如阿尔茨海默病、帕金森病和肌萎缩侧索硬化症)的病因和发病机制中的作用。研究目的比较有脑震荡史的运动员与对照组之间的区域脑容量和连通性。方法我们使用贝叶斯回归模型评估了 125 名退役运动员(平均有 11 次脑震荡报告)和 36 名匹配对照者的全脑容积效应,并使用基于网络的统计方法评估了功能连通性。结果显示脑震荡组中体积明显较小的脑区包括额叶中回、海马、边际上回、颞极和额叶下回。相反,海马和侧沟、枕叶中回、眶内侧回、尾状核、眶外侧回和中央后内侧回等脑区的体积明显增大。功能连通性分析表明,边缘强度增加,在运动领域最为明显。该网络的许多边缘在运动员身上得到加强,而在脑震荡时则明显减弱。与荟萃分析神经影像学数据一致,观察到的变化表明,运动员在运动、感觉、协调、平衡和视觉处理领域的功能增强,而脑震荡性头部损伤则削弱了这些功能,对记忆和语言产生了负面影响。结论这些研究结果表明,参与体育运动可使大脑在多个领域受益,但也凸显了头部震荡性损伤的潜在破坏性影响。未来需要进行包括尸检在内的纵向队列研究,以确定后者是否反映了大脑剪切造成的组织损失,或类似于蛋白病的渐进性阿尔茨海默病的发病。
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引用次数: 0
ChatGPT as a Diagnostic Aid in Alzheimer’s Disease: An Exploratory Study 作为阿尔茨海默病诊断辅助工具的 ChatGPT:一项探索性研究
Q3 Psychology Pub Date : 2024-03-19 DOI: 10.3233/adr-230191
M. El Haj, C. Boutoleau-Bretonnière, K. Gallouj, Nathalie Wagemann, Pascal Antoine, Dimitrios Kapogiannis, G. Chapelet
Background: The potential of ChatGPT in medical diagnosis has been explored in various medical conditions. Objective: We assessed whether ChatGPT can contribute to the diagnosis of Alzheimer’s disease (AD). Methods: We provided ChatGPT with four generated cases (mild, moderate, or advanced stage AD dementia, or mild cognitive impairment), including descriptions of their complaints, physical examinations, as well as biomarker, neuroimaging, and neuropsychological data. Results: ChatGPT accurately diagnosed the test cases similarly to two blinded specialists. Conclusions: While the use of generated cases can be a limitation to our study, our findings demonstrate that ChatGPT can be a useful tool for symptom assessment and the diagnosis of AD. However, while the use of ChatGPT in AD diagnosis is promising, it should be seen as an adjunct to clinical judgment rather than a replacement.
背景:ChatGPT 在各种疾病诊断中的潜力已得到探索。目的:我们评估了 ChatGPT 是否有助于阿尔茨海默病(AD)的诊断:我们评估了 ChatGPT 是否有助于阿尔茨海默病(AD)的诊断。方法我们向 ChatGPT 提供了四个生成病例(轻度、中度或晚期 AD 痴呆或轻度认知障碍),包括他们的主诉描述、体格检查以及生物标记物、神经影像学和神经心理学数据。结果ChatGPT 对测试病例的诊断准确度与两位盲人专家相似。结论:虽然使用生成的病例可能会限制我们的研究,但我们的研究结果表明,ChatGPT 可以作为症状评估和诊断 AD 的有用工具。不过,虽然 ChatGPT 在诊断注意力缺失症方面的应用前景广阔,但它应被视为临床判断的辅助工具而非替代品。
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引用次数: 0
Discriminant Potential of the Alzheimer’s Disease Assessment Scale-Cognitive Subscale (ADAS-Cog) in Greek Older Adults with Subjective Cognitive Decline and Mild Cognitive Impairment 阿尔茨海默病评估量表认知分量表(ADAS-Cog)在希腊主观认知能力下降和轻度认知障碍老年人中的判别潜力
Q3 Psychology Pub Date : 2024-03-19 DOI: 10.3233/adr-230151
M. Tsatali, D. Moraitou, Moses Gialaouzidis, Evaggelia Bakoglidou, Vasilis Psaltis, Natalia Bertzes, Hany Ibrahim Hassanin, Eudokia Emmanouilidou, Michael Totonidis, Nikoleta Frantzi, K. Avdikou, Andromachi Gavra, A. Diamantidou, Nikolina Kapsali, Eleni Kouroundi, Magda Tsolaki
Background: Alzheimer’s Disease Assessment Scale Cognitive Subscale (ADAS-Cog) is a widely used screening tool for detecting older adults with Alzheimer’s disease among their cognitively healthy peers. A previous study in Greek population showed that ADAS-Cog-Greek (G) is a valid tool and can identify people with Alzheimer’s disease from older adult control group; however, there is no current data about whether ADAS-Cog can differentiate older adults with mild cognitive impairment (MCI) from those who have subjective cognitive decline (SCD). Objective: The current study aimed to examine the discriminant potential of ADAS-Cog-G in Greek older adults who meet the criteria for SCD or MCI. Methods: Four hundred eighty-two community-dwelling older adults, visitors of the Greek Alzheimer Association and Related Disorders, were enrolled in the current study. One hundred seventy-six of them met the criteria for SCD and three hundred six had MCI. Results: Path analysis applied to the data showed that age, as well as educational level affected ADAS-Cog-G performance. Results showed that the cut-off scores, which better discriminate people with SCD from MCI as well as their sensitivity and specificity values, were extracted in participants with high educational level (13 educational years<) and mainly under the age of 75 years. Conclusions: The current study provided evidence concerning the discriminant potential of ADAS-Cog-G to differentiate older adults with SCD from those with MCI in the Greek population, and therefore contributes to the relevant literature on the field.
背景介绍阿尔茨海默病评估量表认知分量表(ADAS-Cog)是一种广泛使用的筛查工具,用于从认知健康的同龄人中发现患有阿尔茨海默病的老年人。之前在希腊人群中进行的一项研究表明,ADAS-Cog-希腊语(G)是一种有效的工具,可以从老年对照组中识别出阿尔茨海默病患者;但是,目前还没有数据表明 ADAS-Cog 是否能将患有轻度认知障碍(MCI)的老年人与主观认知能力下降(SCD)的老年人区分开来。研究目的本研究旨在考察 ADAS-Cog-G 在符合 SCD 或 MCI 标准的希腊老年人中的鉴别潜力。研究方法本次研究共招募了 482 名社区老年人,他们都是希腊阿尔茨海默氏症协会和相关疾病协会的访客。其中 176 人符合 SCD 标准,36 人患有 MCI。研究结果:对数据进行的路径分析显示,年龄和教育水平会影响 ADAS-Cog-G 的表现。结果表明,能更好地区分 SCD 和 MCI 患者的临界分数及其敏感性和特异性值,是在受教育程度较高(13 岁以下)且年龄主要在 75 岁以下的参与者中提取的。研究结论目前的研究提供了有关 ADAS-Cog-G 在区分希腊人群中患有 SCD 的老年人和患有 MCI 的老年人方面的鉴别潜力的证据,因此为该领域的相关文献做出了贡献。
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引用次数: 0
Transcriptomic Analysis of Alzheimer’s Disease Pathways in a Pakistani Population1 巴基斯坦人群阿尔茨海默病发病途径的转录组分析1
Q3 Psychology Pub Date : 2024-03-19 DOI: 10.3233/adr-230146
Tanmoy Mondal, Zarish Noreen, Christopher A. Loffredo, Jheannelle Johnson, Attya Bhatti, Gail Nunlee-Bland, Ruth Quartey, Charles D. Howell, Gemeyel Moses, Thomas Nnanabu, Sharleine T. Cotin, Marika Clark, Vijay Chandra, S. Jana, Bernard Kwabi-Addo, Brent E. Korba, Sharoon Shahzad, Muhammad Farrukh Bhatti, Somiranjan Ghosh
Background: Alzheimer’s disease (AD) is a multifactorial neurodegenerative disorder that is most prevalent in elderly individuals, especially in developed countries, and its prevalence is now increasing in developing countries like Pakistan. Objective: Our goal was to characterize key genes and their levels of expression and related molecular transcriptome networks associated with AD pathogenesis in a pilot case-control study in a Pakistani population. Methods: To obtain the spectrum of molecular networks associated with pathogenesis in AD patients in Pakistan (comparing cases and controls), we used high-throughput qRT-PCR (TaqMan Low-Density Array; n = 33 subjects) coupled with Affymetrix Arrays (n = 8) and Ingenuity Pathway Analysis (IPA) to identify signature genes associated with Amyloid processing and disease pathways. Results: We confirmed 16 differentially expressed AD-related genes, including maximum fold changes observed in CAPNS2 and CAPN1. The global gene expression study observed that 61% and 39% of genes were significantly (p-value 0.05) up- and downregulated, respectively, in AD patients compared to healthy controls. The key pathways include, e.g., Amyloid Processing, Neuroinflammation Signaling, and ErbB4 Signaling. The top-scoring networks in Diseases and Disorders Development were Neurological Disease, Organismal Injury and Abnormalities, and Psychological Disorders. Conclusions: Our pilot study offers a non-invasive and efficient way of investigating gene expression patterns by combining TLDA and global gene expression method in AD patients by utilizing whole blood. This provides valuable insights into the expression status of genes related to Amyloid Processing, which could play potential role in future studies to identify sensitive, early biomarkers of AD in general.
背景:阿尔茨海默病(AD)是一种多因素神经退行性疾病,多发于老年人,尤其是在发达国家,目前在巴基斯坦等发展中国家的发病率也在上升。研究目的我们的目标是在巴基斯坦人群中开展一项试点病例对照研究,分析与阿兹海默症发病机制相关的关键基因及其表达水平和相关分子转录组网络。研究方法为了获得与巴基斯坦AD患者发病机制相关的分子网络谱(比较病例和对照),我们使用了高通量qRT-PCR(TaqMan低密度阵列;n = 33名受试者)和Affymetrix阵列(n = 8)以及Ingenuity Pathway Analysis(IPA)来识别与淀粉样蛋白加工和疾病通路相关的特征基因。结果:我们确认了 16 个差异表达的 AD 相关基因,包括在 CAPNS2 和 CAPN1 中观察到的最大倍数变化。全球基因表达研究发现,与健康对照组相比,AD 患者中分别有 61% 和 39% 的基因被显著上调和下调(P 值为 0.05)。关键通路包括淀粉样蛋白加工、神经炎症信号转导和 ErbB4 信号转导等。疾病和失调发展中得分最高的网络是神经系统疾病、机体损伤和异常以及心理障碍。结论我们的试验性研究提供了一种非侵入性的高效方法,通过利用全血将 TLDA 和全局基因表达法相结合,研究 AD 患者的基因表达模式。这为了解淀粉样蛋白加工相关基因的表达状况提供了宝贵的信息,可在未来研究中发挥潜在作用,以确定敏感的早期 AD 生物标志物。
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引用次数: 0
Dissecting Alzheimer’s Disease Risk in Asian American Elders: A Classification and Regression Tree Approach 剖析亚裔美国老人患阿尔茨海默病的风险:分类和回归树方法
Q3 Psychology Pub Date : 2024-03-19 DOI: 10.3233/adr-230162
Sung Seek Moon, Lindsey Anderson, Jinyu Liu, Jinwon Lee, Youngkwang Moon
Background: Alzheimer’s disease (AD) poses a growing public health challenge, particularly with an aging population. While extensive research has explored the relationships between AD, socio-demographic factors, and cardiovascular risk factors, a notable gap exists in understanding these connections within the Asian American elderly population. Objective: This study aims to address this gap by employing the Classification and Regression Tree (CART) approach to investigate the intricate interplay of socio-demographic variables, cardiovascular risk factors, sleep patterns, prior antidepressant use, and AD among Asian American elders. Methods: Data from the 2017 Uniform Data Set, provided by the National Alzheimer’s Coordinating Center, were analyzed, focusing on a sample of Asian American elders (n = 4,343). The analysis utilized the Classification and Regression Tree (CART) approach. Results: CART analysis identified critical factors, including levels of independence, specific age thresholds (73.5 and 84.5 years), apnea, antidepressant use, and body mass index, as significantly associated with AD risk. Conclusions: These findings have far-reaching implications for future research, particularly in examining the roles of gender, cultural nuances, socio-demographic factors, and cardiovascular risk elements in AD within the Asian American elderly population. Such insights can inform tailored interventions, improved healthcare access, and culturally sensitive policies to address the complex challenges posed by AD in this community.
背景:阿尔茨海默病(AD)是一项日益严峻的公共卫生挑战,尤其是在人口老龄化的背景下。虽然已有大量研究探讨了阿尔茨海默病、社会人口因素和心血管风险因素之间的关系,但在了解亚裔美国老年人口中的这些联系方面还存在明显差距。研究目的本研究旨在采用分类和回归树(CART)方法来研究亚裔美国老人中社会人口变量、心血管风险因素、睡眠模式、之前使用抗抑郁药和注意力缺失症之间错综复杂的相互作用,从而弥补这一空白。研究方法对美国国家阿尔茨海默氏症协调中心提供的 2017 年统一数据集的数据进行了分析,重点是亚裔美国老人样本(n = 4343)。分析采用了分类和回归树(CART)方法。分析结果CART 分析确定了与注意力缺失症风险显著相关的关键因素,包括独立程度、特定年龄阈值(73.5 岁和 84.5 岁)、呼吸暂停、抗抑郁药的使用和体重指数。结论这些发现对今后的研究具有深远的意义,尤其是在研究美国亚裔老年人群中的性别、文化差异、社会人口因素和心血管风险因素在注意力缺失症中的作用方面。这些见解可以为有针对性的干预措施、改善医疗保健服务以及制定文化敏感性政策提供依据,从而应对亚裔美国人群体中注意力缺失症带来的复杂挑战。
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引用次数: 0
Salience Network Functional Connectivity Mediates Association Between Social Engagement and Cognition in Non-Demented Older Adults: Exploratory Investigation 显著性网络功能连接在非痴呆老年人的社会参与与认知之间起中介作用:探索性研究
Q3 Psychology Pub Date : 2024-03-19 DOI: 10.3233/adr-220082
Patrick J. Pruitt, J. Damoiseaux, B. Hampstead, Scott J. Peltier, A. Bhaumik, Roger L. Albin, Hiroko H. Dodge
Background: Social engagement has beneficial effects during cognitive aging. Large-scale cognitive brain network functions are implicated in both social behaviors and cognition. Objective: We evaluated associations between functional connectivity (FC) of large-scale brain cognitive networks and social engagement, characterized by self-reported social network size and contact frequency. We subsequently tested large-scale brain network FC as a potential mediator of the beneficial relationship between social engagement and cognitive performance. Methods: 112 older adults (70.7±7.3 years, range 54.6–89.7; 84 women) completed the Lubben Social Network Scale 6 (LSNS-6), National Alzheimer’s Coordinating Center (NACC) Uniform Data Set 3 (UDS-3) cognitive battery, and resting state fMRI. We completed seed-based correlational analysis in the default mode and salience networks. Significant associations between social engagement scores and cognitive performance, as well as between social engagement and FC of brain networks, informed the construction of mediation models. Results: Social engagement was significantly associated with executive function and global cognition, with greater social engagement associated with better cognitive performance. Social engagement was significantly associated with salience network FC, with greater social engagement associated with higher connectivity. Salience network FC partially mediated associations between social engagement and both executive function and global cognition. Conclusions: Our results suggest that the salience network is a key mediator of the beneficial relationship between social engagement and cognition in older adults.
背景社会参与在认知老化过程中具有有益的影响。大规模认知脑网络功能与社交行为和认知都有关联。研究目的我们评估了大尺度大脑认知网络功能连接(FC)与社会参与之间的关联,社会参与的特征是自我报告的社会网络规模和接触频率。随后,我们测试了大尺度大脑网络功能连通性作为社会参与和认知表现之间有益关系的潜在中介的作用。方法:112 名老年人(70.7±7.3 岁,年龄范围 54.6-89.7;84 名女性)完成了 Lubben 社交网络量表 6 (LSNS-6)、国家阿尔茨海默氏症协调中心 (NACC) 统一数据集 3 (UDS-3) 认知测试和静息状态 fMRI。我们在默认模式和显著性网络中完成了基于种子的相关分析。社会参与得分与认知表现之间的显著关联,以及社会参与与大脑网络FC之间的显著关联,为中介模型的构建提供了依据。研究结果社会参与与执行功能和整体认知有明显关联,社会参与度越高,认知表现越好。社会参与度与显著性网络功能显著相关,社会参与度越高,连通性越高。显著性网络功能对社会参与与执行功能和整体认知之间的关联起着部分中介作用。结论我们的研究结果表明,显著性网络是老年人社会参与与认知之间有益关系的关键中介。
{"title":"Salience Network Functional Connectivity Mediates Association Between Social Engagement and Cognition in Non-Demented Older Adults: Exploratory Investigation","authors":"Patrick J. Pruitt, J. Damoiseaux, B. Hampstead, Scott J. Peltier, A. Bhaumik, Roger L. Albin, Hiroko H. Dodge","doi":"10.3233/adr-220082","DOIUrl":"https://doi.org/10.3233/adr-220082","url":null,"abstract":"Background: Social engagement has beneficial effects during cognitive aging. Large-scale cognitive brain network functions are implicated in both social behaviors and cognition. Objective: We evaluated associations between functional connectivity (FC) of large-scale brain cognitive networks and social engagement, characterized by self-reported social network size and contact frequency. We subsequently tested large-scale brain network FC as a potential mediator of the beneficial relationship between social engagement and cognitive performance. Methods: 112 older adults (70.7±7.3 years, range 54.6–89.7; 84 women) completed the Lubben Social Network Scale 6 (LSNS-6), National Alzheimer’s Coordinating Center (NACC) Uniform Data Set 3 (UDS-3) cognitive battery, and resting state fMRI. We completed seed-based correlational analysis in the default mode and salience networks. Significant associations between social engagement scores and cognitive performance, as well as between social engagement and FC of brain networks, informed the construction of mediation models. Results: Social engagement was significantly associated with executive function and global cognition, with greater social engagement associated with better cognitive performance. Social engagement was significantly associated with salience network FC, with greater social engagement associated with higher connectivity. Salience network FC partially mediated associations between social engagement and both executive function and global cognition. Conclusions: Our results suggest that the salience network is a key mediator of the beneficial relationship between social engagement and cognition in older adults.","PeriodicalId":73594,"journal":{"name":"Journal of Alzheimer's disease reports","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140229790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of Alzheimer's disease reports
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