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Regular monitoring of SARS-CoV-2 carriage and antibody levels against the virus helped maintain social interactions for Alzheimer's disease residents in a Belgian nursing home during the pandemic. 在大流行期间,定期监测SARS-CoV-2携带情况和针对该病毒的抗体水平有助于维持比利时一家养老院阿尔茨海默病患者的社会交往。
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-23 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251377732
Amandine Tytgat, Anh Nguyet Diep, Florence Flamme, Marie-Cécile Dupas, Jean Artois, Martine Fory, Margaux Dandoy, Frédérique Damseaux, Mutien-Marie Garigliany, Daniel Desmecht, Marie-Pierre Hayette, Catherine Sabatel, Michaël Artisien, Sophie Brasseur, Yves van Laethem, Charlotte Martin, Clotilde Visée, Anne-Catherine Gérard, Anne-Françoise Donneau, Laurent Gillet, Patricia Kirkove, Fabrice Bureau, Laurence Fiévez

Background: People suffering from Alzheimer's disease and related disorders (ADRD) were severely impacted by the COVID-19 pandemic, both physically and mentally.

Objective: This one-year study aimed to implement a protocol for controlling the spread of SARS-CoV-2 in a Belgian nursing home hosting exclusively patients suffering from ADRD, while minimizing pandemic-associated constraints.

Methods: After confirming the absence of positive cases in the nursing home and the development of a proper immunity against SARS-CoV-2, the staff members enrolled in the study were allowed to remove their mask. Then, a weekly non-invasive saliva RT-qPCR testing for SARS-CoV-2 detection was implemented to detect cases among the staff and residents. A monthly serological monitoring was set up to follow the levels of neutralizing and IgG antibodies against SARS-CoV-2.

Results: Three waves of COVID-19 infection were observed and quickly contained thanks to an effective quarantine policy. We confirmed the stronger humoral response developed by people infected before primo-vaccination compared to naïve-vaccinated ones and the weaker immune response of elderly individuals compared to younger participants, a difference abolished by booster. In parallel, we showed that ADRD people were able to develop a similar humoral response to SARS-CoV-2 vaccination or infection to that of people of similar age not suffering from these diseases.

Conclusions: We show that a strict protocol aimed at early case detection and anti-SARS-CoV-2 immunity follow-up has enabled ADRD residents from a Belgian nursing home to maintain social interactions thanks to the ability of study participants to remove masks, while minimizing the risk of infection.

背景:阿尔茨海默病及相关疾病(ADRD)患者在身体和精神上都受到COVID-19大流行的严重影响。目的:本研究为期一年,旨在实施一项控制SARS-CoV-2在比利时一家专门接待ADRD患者的养老院传播的方案,同时最大限度地减少与大流行相关的限制。方法:在确认养老院无阳性病例并对SARS-CoV-2产生适当免疫力后,允许入组工作人员摘掉口罩。然后,每周进行无创唾液RT-qPCR检测SARS-CoV-2,在工作人员和居民中检测病例。每月进行一次血清学监测,以跟踪针对SARS-CoV-2的中和抗体和IgG抗体的水平。结果:由于有效的隔离政策,观察到三波新冠肺炎感染并迅速得到控制。我们证实,与naïve-vaccinated相比,在首次接种疫苗前感染的人产生了更强的体液反应,而老年人的免疫反应比年轻人弱,增强疫苗消除了这种差异。与此同时,我们发现,ADRD患者对SARS-CoV-2疫苗接种或感染的体液反应与没有患这些疾病的年龄相仿的人相似。结论:我们表明,严格的早期病例发现和抗sars - cov -2免疫随访方案使比利时养老院的ADRD居民能够保持社交互动,这要归功于研究参与者能够摘下口罩,同时最大限度地降低感染风险。
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引用次数: 0
Neurofilament light (NfL) chain levels predict clinical decline in Alzheimer's disease: A systematic review and meta-analysis. 神经丝光(NfL)链水平预测阿尔茨海默病的临床衰退:一项系统回顾和荟萃分析
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-22 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251379878
Kim Thomas, Paul Spin, Nikita Sir, Kevin Hou, Nicholas J Ashton, Henrik Zetterberg, Sonya Miller, Carol Pringle, Richard Stefanacci, Claude M Wischik, Serge Gauthier

Background: Regulatory approval of new investigational Alzheimer's disease (AD) therapies could be accelerated if reasonably likely surrogate endpoints could be used. Neurofilament light chain (NfL) has potential utility as a prognostic biomarker of neurodegeneration in AD.

Objective: To synthesize available evidence on the relationship between baseline NfL levels and longitudinal clinical decline.

Methods: A systematic literature review identified 19 eligible studies, contributing 37 longitudinal statistical models evaluating the association between baseline NfL (plasma or cerebrospinal fluid [CSF]) with subsequent clinical decline based on validated clinical scales including Mini-Mental State Examination (MMSE), Alzheimer's Disease Assessment Scale-Cognitive Subscale, and Clinical Dementia Rating. Results were pooled via meta-analysis, using partial correlation coefficients (PCC), separately for patient sub-groups (mild cognitive impairment, AD or combined).

Results: Across the AD continuum, higher baseline NfL levels were consistently associated with greater cognitive and global clinical decline in most analyses. This pattern was consistent for both plasma (pooled PCC = -0.17 [95% CI = -0.22, -0.12] for MMSE, any AD population) and CSF NfL (pooled PCC = -0.14 [95% CI = -0.24, -0.04] for MMSE, any AD population). The strength of association across multiple clinical endpoints and populations, measured by absolute value of pooled PCC, ranged from 0.13 to 0.25.

Conclusions: The results support the utility of NfL as a predictive biomarker for progression of clinical decline in AD patients.

背景:如果可以合理地使用替代终点,新的研究性阿尔茨海默病(AD)疗法的监管审批可能会加快。神经丝轻链(NfL)作为阿尔茨海默病神经退行性变的预后生物标志物具有潜在的应用价值。目的:综合现有的关于基线NfL水平与纵向临床衰退之间关系的证据。方法:系统文献综述确定了19项符合条件的研究,建立了37个纵向统计模型,评估基线NfL(血浆或脑脊液[CSF])与随后的临床衰退之间的关系,这些模型基于有效的临床量表,包括迷你精神状态检查(MMSE)、阿尔茨海默病评估量表-认知亚量表和临床痴呆评分。使用偏相关系数(PCC)对患者亚组(轻度认知障碍、AD或合并)分别进行meta分析,汇总结果。结果:在整个AD连续体中,在大多数分析中,较高的基线NfL水平始终与更大的认知和整体临床衰退相关。这种模式在血浆(MMSE和AD人群的合并PCC = -0.17 [95% CI = -0.22, -0.12])和CSF NfL (MMSE和AD人群的合并PCC = -0.14 [95% CI = -0.24, -0.04])中都是一致的。通过汇总PCC的绝对值测量,多个临床终点和人群的关联强度范围为0.13至0.25。结论:研究结果支持NfL作为AD患者临床衰退进展的预测性生物标志物的效用。
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引用次数: 0
Progesterone induction of tau phosphorylation during the differentiation of human embryonic stem cells into neuroectodermal rosettes. 黄体酮诱导人胚胎干细胞向神经外胚层莲座分化过程中的tau磷酸化。
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-17 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251370643
Prashob Porayette, Maria M Kaltcheva, George Perry, Tracy Butler, Sivan Vadakkadath Meethal, Craig S Atwood

Background: Tau phosphorylation is associated with neuronal division and differentiation in the fetal brain, in neuroblastoma cells, in the hibernating brains of ground squirrels and black bears, and in post-mitotic neurons in the Alzheimer's disease (AD) brain. The disassembly of the rigid microtubule structure of neurons for neuronal division and neurite remodeling requires the removal of the microtubule stabilizing protein tau via its phosphorylation.

Objective: To determine if tau phosphorylation is required during neural embryogenesis.

Methods: Using an in vitro human model of early embryonic development, human embryonic stem cells (hESC) were differentiated into embryoid bodies (EBs; akin to an early blastocyst) and then into neuroectodermal rosettes (akin to a rudimentary neural tube containing neuroectodermal precursor cells) upon treatment with progesterone. The neuroectodermal rosettes were then treated with and without LiCl (Cdk5 inhibitor) or roscovitine (GSK-3β inhibitor) and assayed for the expression of tau, P-tau, nestin (an early marker of neurogenesis), Cdk5 and GSK-3β.

Results: Tau was not expressed in hESC, but tau expression and its phosphorylation increase upon progesterone-induced differentiation of hESC into neuroectodermal rosettes. Both Cdk5 and GSK-3β, enzymes associated with tau phosphorylation, were expressed in hESCs, EBs, and neuroectodermal rosettes. The GSK-3β inhibitor LiCl, but not the Cdk-5 inhibitor roscovitine, prevented tau phosphorylation and nestin expression and the formation of neuroectodermal precursor cells.

Conclusions: These preliminary results suggest that progesterone induces tau expression and its phosphorylation during the differentiation of neuroectodermal rosettes from hESC and suggest that tau and its phosphorylation is obligatory for neuronal precursor cell mitosis. The parallels between neural embryogenesis and neurodegeneration are discussed in the context of tau phosphorylation and the aberrant re-entry of neurons into the cell cycle in AD.

背景:Tau磷酸化与胎儿大脑、神经母细胞瘤细胞、地松鼠和黑熊冬眠大脑以及阿尔茨海默病(AD)大脑有丝分裂后神经元的神经元分裂和分化有关。为了神经元分裂和神经突重塑,神经元刚性微管结构的分解需要通过磷酸化去除微管稳定蛋白tau。目的:确定在神经胚胎发生过程中是否需要tau磷酸化。方法:利用体外人类早期胚胎发育模型,将人胚胎干细胞(hESC)分化为胚胎样体(EBs,类似于早期囊胚),然后在黄体酮处理下分化为神经外胚层莲座(类似于含有神经外胚层前体细胞的初级神经管)。然后用和不加LiCl (Cdk5抑制剂)或罗斯科维汀(GSK-3β抑制剂)处理神经外胚层莲座,并检测tau、P-tau、巢蛋白(神经发生的早期标志物)、Cdk5和GSK-3β的表达。结果:Tau蛋白在hESC中不表达,但黄体酮诱导hESC向神经外胚层玫瑰花组织分化时,Tau蛋白的表达及其磷酸化水平升高。Cdk5和GSK-3β(与tau磷酸化相关的酶)均在hESCs、EBs和神经外胚层莲座中表达。GSK-3β抑制剂LiCl,而Cdk-5抑制剂roscovitine,可以阻止tau磷酸化和nestin的表达以及神经外胚层前细胞的形成。结论:这些初步结果提示黄体酮在hESC神经外胚层莲座分化过程中诱导tau蛋白的表达及其磷酸化,提示tau蛋白及其磷酸化是神经元前体细胞有丝分裂的必要条件。神经胚胎发生和神经退行性变之间的相似之处在AD中tau磷酸化和神经元异常重新进入细胞周期的背景下进行了讨论。
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引用次数: 0
Integrating repetitive transcranial magnetic stimulation and Mediterranean diet for cognitive and anxiety improvement in early Alzheimer's disease: A case report and literature review. 整合重复性经颅磁刺激和地中海饮食对早期阿尔茨海默病的认知和焦虑改善:一个病例报告和文献综述
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-16 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251377988
Yumei Liu, Lin Zhu, Zian Pei, Zhifan Zhou, Xiaolin Su, Huixia Ren, Shuhan Fan, Xiaoyong Lan, Chongyuan Lian, Xue Shi, Yi Guo

A 52-year-old male with early-stage Alzheimer's disease and long-standing anxiety received 30 repetitive transcranial magnetic stimulation sessions over 8 months and 20-month Mediterranean diet intervention. Neuropsychological assessments [Montreal Cognitive Assessment (MoCA), Mini-Mental State Examination (MMSE), Clinical Dementia Rating, Hamilton Anxiety Rating Scale (HAMA), Hamilton Depression Rating Scale (HAMD), Pittsburgh Sleep Quality Index) and resting-state electroencephalogram (rsEEG) were conducted at baseline, during treatment, and at 6-month follow-up. After treatment, MoCA and MMSE scores improved by 6 and 5 points; HAMA and HAMD scores declined by 7 and 3 points. rsEEG showed progressive increases in individual alpha peak frequency (8.69 to 10.22 Hz), enhancement of alpha power, and reduction in theta power. Cerebrospinal fluid amyloid-β42 levels also normalized. The patient reported marked mental well-being.

一名患有早期阿尔茨海默病和长期焦虑的52岁男性患者接受了30次重复经颅磁刺激,为期8个月和20个月的地中海饮食干预。神经心理学评估[蒙特利尔认知评估(MoCA),迷你精神状态检查(MMSE),临床痴呆评分,汉密尔顿焦虑评分量表(HAMA),汉密尔顿抑郁评分量表(HAMD),匹兹堡睡眠质量指数]和静息状态脑电图(rsEEG)在基线,治疗期间和6个月随访时进行。治疗后MoCA、MMSE评分分别提高6分、5分;HAMA和HAMD分别下降了7分和3分。rsEEG显示个体α峰频率逐渐增加(8.69 ~ 10.22 Hz), α功率增强,θ功率降低。脑脊液淀粉样蛋白-β42水平也恢复正常。病人报告说他的精神很健康。
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引用次数: 0
Brexpiprazole: Pioneering medication for managing agitation in Alzheimer's disease. Brexpiprazole:治疗阿尔茨海默病躁动的先驱药物。
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-16 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251379881
Ayesha Shaukat, Rumaisa Riaz, Nawal Khaliq, Zubayer Shams, Aymar Akilimali

Alzheimer's disease poses intricate challenges, affecting cognition and behavior, notably marked by agitation. The FDA's approval of brexpiprazole, an atypical antipsychotic, stands as a milestone, representing the first treatment for Alzheimer's-related agitation. brexpiprazole's modulation of serotonin-dopamine activity has proven effective in clinical trials, reducing agitation as measured by CMAI scores. Gradual dosage escalation is recommended, with potential side effects including nasopharyngitis, urinary tract infections, dizziness, somnolence, headache, and insomnia. Also useful for schizophrenia and treatment-resistant depression, providing ongoing treatment and potential well-being enhancement by managing agitation and other symptoms.

阿尔茨海默病带来了复杂的挑战,影响认知和行为,尤其是躁动。FDA批准了非典型抗精神病药物brexpiprazole,这是一个里程碑,代表了首个治疗阿尔茨海默病相关躁动的药物。brexpiprazole对血清素-多巴胺活性的调节在临床试验中被证明是有效的,通过CMAI评分来减少躁动。建议逐渐增加剂量,潜在的副作用包括鼻咽炎、尿路感染、头晕、嗜睡、头痛和失眠。对精神分裂症和难治性抑郁症也很有用,通过控制躁动和其他症状,提供持续治疗和潜在的幸福感增强。
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引用次数: 0
Effects of a person-centered music-based intervention in the rehabilitation of older adults with mild to moderate dementia. 以人为中心的音乐干预对轻度至中度痴呆老年人康复的影响。
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-15 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251367291
Sara Santini, Alessandra Merizzi, Maria Joao Azevedo, Sandra Costa, Ioana Caciula, Mirko Di Rosa, Sabrina Quattrini

Background: With the progressive population aging, dementia is reaching epidemic dimensions worldwide. Non-pharmacological music-based interventions can have a positive impact on the rehabilitation of older adults with dementia. Nevertheless, there are few longitudinal cross-national studies testing their impact.

Objectives: This pilot study aims at shedding light on the effects of the SOUND person-centered music-based intervention on well-being, cognition, executive functions and mood of older adults with mild-moderate dementia in three European countries.

Methods: An original intervention consisting in 12 sessions of active and passive music activities (singing, rhythmic exercises with Orff's tools, narratives elicited by music, etc.), led by a trained facilitator, was implemented in Italy, Portugal and Romania with 41 older adults with mild-moderate dementia attending elder facilities. Data on well-being, cognition, executive functions and mood of participants were collected before, at the end and two weeks after the intervention through psychometric tools. Temporal comparisons were assessed by T-test for paired samples.

Results: The SOUND intervention significantly improved participants' well-being, cognition and executive functions over time and remained stable at the follow-up at cross-national level. The potential of the intervention on mood is not clear due to depression and anxiety increasing among Romanian participants.

Conclusions: Cross-national, longitudinal, multidisciplinary mixed-method studies demonstrating the effects of music-based rehabilitative interventions for older adults with mild-moderate dementia are encouraged to shape innovative treatments as well as to identify possible adverse effects on participants' mood linked to scarcity of coping capabilities as source of distress in older individuals.

背景:随着人口老龄化的推进,痴呆症在世界范围内已达到流行程度。以音乐为基础的非药物干预可以对老年痴呆症患者的康复产生积极影响。然而,很少有纵向的跨国研究测试其影响。目的:本试点研究旨在揭示SOUND以人为中心的音乐干预对三个欧洲国家老年轻度-中度痴呆患者的幸福感、认知、执行功能和情绪的影响。方法:在意大利、葡萄牙和罗马尼亚对41名参加老年设施的轻度-中度痴呆老年人进行了一项由12节主动和被动音乐活动(唱歌、奥尔夫工具的节奏练习、音乐引发的叙事等)组成的原始干预。通过心理测量工具收集干预前、干预结束时和干预后两周参与者的幸福感、认知、执行功能和情绪数据。时间比较采用配对样本的t检验。结果:SOUND干预显著改善了参与者的幸福感、认知和执行功能,并在跨国随访中保持稳定。由于罗马尼亚参与者中抑郁和焦虑的增加,干预情绪的潜力尚不清楚。结论:跨国、纵向、多学科的混合方法研究表明,基于音乐的康复干预对患有轻度-中度痴呆的老年人的影响,鼓励形成创新的治疗方法,并确定可能对参与者的情绪产生的不利影响,这些情绪与老年人应对能力的缺乏有关,这是老年人痛苦的来源。
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引用次数: 0
Exploration of the potential role of plasma lipoprotein molecules in late-onset Alzheimer's disease among the Chinese population. 探讨血浆脂蛋白分子在中国人群晚发型阿尔茨海默病中的潜在作用。
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-15 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251378973
Shitao Wang, Guoshuai Luo, Qingqing Zhao, Shangrong Zhang, Zongyou Li, Jinghong Lu, Fei Wang, Daliang Sun, Hui Xu

Background: Evidence suggests that lipoprotein metabolism play a crucial role in Alzheimer's disease (AD). However, their involvement in late-onset AD (LOAD) remains unclear.

Objective: This study aimed to uncover potential associations between lipoprotein metabolism and clinical LOAD diagnosis, cognitive function, and treatment.

Methods: We performed a lipidomic analysis of plasma samples from 46 individuals with LOAD and 16 healthy controls to investigate the potential association between lipoprotein profiles, LOAD diagnosis and cognitive function. Then, we conducted a protein-protein interaction analysis to explore the potential therapeutic role of lipoprotein molecules in LOAD.

Results: Our findings revealed that ApoA2 and HDL ApoA2 may be negatively associated with LOAD risk (odds ratio [OR] = 0.798, 95% confidence interval [CI] = 0.654-0.973, p = 0.026; OR = 0.785, 95% CI = 0.634-0.972, p = 0.026, respectively), while LDL-3 triglycerides showed a potential positive association (OR = 6.051, 95% CI = 1.789-20.470, p = 0.004). Additionally, HDL-4 ApoA1 may be positively correlated with cognitive function in LOAD (p = 0.047, r² = 0.087). Moreover, our findings suggest that ApoA2 may interact with targets of approved AD drugs.

Conclusions: This study identifies potential key lipoprotein alterations associated with LOAD diagnosis and cognitive function, emphasizing the role of lipidomic insights in understanding and treating LOAD.

背景:有证据表明脂蛋白代谢在阿尔茨海默病(AD)中起着至关重要的作用。然而,它们在迟发性AD (LOAD)中的作用尚不清楚。目的:本研究旨在揭示脂蛋白代谢与临床负荷诊断、认知功能和治疗之间的潜在关联。方法:我们对46名LOAD患者和16名健康对照者的血浆样本进行了脂质组学分析,以研究脂蛋白谱、LOAD诊断和认知功能之间的潜在关联。然后,我们进行了蛋白-蛋白相互作用分析,以探索脂蛋白分子在LOAD中的潜在治疗作用。结果:ApoA2和HDL ApoA2可能与LOAD风险呈负相关(比值比[OR] = 0.798, 95%可信区间[CI] = 0.654-0.973, p = 0.026; OR = 0.785, 95% CI = 0.634-0.972, p = 0.026),而LDL-3甘油三酯与LOAD风险呈潜在正相关(OR = 6.051, 95% CI = 1.789-20.470, p = 0.004)。此外,HDL-4 ApoA1可能与LOAD患者的认知功能呈正相关(p = 0.047, r²= 0.087)。此外,我们的研究结果表明,ApoA2可能与已批准的AD药物靶点相互作用。结论:本研究确定了与LOAD诊断和认知功能相关的潜在关键脂蛋白改变,强调了脂质组学见解在理解和治疗LOAD中的作用。
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引用次数: 0
Comorbidities and apolipoprotein E genotypes of patients with mild cognitive impairment in transition to Alzheimer's disease. 轻度认知障碍过渡到阿尔茨海默病患者的合并症和载脂蛋白E基因型
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-12 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251353209
Mingfei Li, Ying Wang, Lewis Kazis, Jiaying Weng, Weiming Xia

Background: Three common chronic diseases in the elderly: diabetes, hypertension, and hypercholesterolemia, associate with mild cognitive impairment (MCI) and Alzheimer's disease (AD).

Objective: We will examine the association of apolipoprotein E (APOE) ε4 allele, diabetes, hypertension, and hypercholesterolemia (in combination) with the transition of MCI to AD.

Methods: We examine patients from the National Alzheimer's Coordinating Center database from June 2005 to May 2021. AD converted from MCI, stable MCI, and non MCI/AD control subjects were analyzed using Cox proportional hazard models with propensity score weights on matching demographic information and medications prescribed at baseline.

Results: With MCI time of diagnosis as the index date, MCI patients with diabetes and hypertension carried a higher risk of developing AD (HR = 1.17, 95%CI (1.04, 1.31), p = 0.01) compared to MCI patients with a single condition. A similar observation was found among MCI patients with diabetes and hypercholesterolemia (HR = 1.20, 95%CI (1.07, 1.36), p = 0.002). Compared to MCI patients who had a single condition and without APOE ε4 allele, MCI patients with APOE ε4/4 and both diabetes and hypertension have a significantly higher risk of AD onset (HR = 7.6, 95%CI (5.02, 11.5), p < 0.0001). Those with APOE ε3/4 also have a significantly high risk (HR = 2.3, 95%CI (1.92, 2.75), p < 0.0001). Comparable outcomes were found among those with diabetes and hypercholesterolemia.

Conclusions: The combination of diabetes with hypertension or hypercholesterolemia have a significant association with the progression of MCI to AD, and APOE ε4 allele enhances the association of these selected comorbidities in promoting this conversion.

背景:老年人中三种常见的慢性疾病:糖尿病、高血压和高胆固醇血症,与轻度认知障碍(MCI)和阿尔茨海默病(AD)有关。目的:研究载脂蛋白E (APOE) ε4等位基因、糖尿病、高血压和高胆固醇血症(合并)与MCI向AD转变的关系。方法:我们检查了2005年6月至2021年5月来自国家阿尔茨海默病协调中心数据库的患者。使用Cox比例风险模型对MCI、稳定型MCI和非MCI/AD对照者转化为AD进行分析,该模型具有与人口统计信息和基线用药相匹配的倾向得分权重。结果:以MCI诊断时间为指标日期,MCI合并糖尿病、高血压患者发生AD的风险较单一MCI患者高(HR = 1.17, 95%CI (1.04, 1.31), p = 0.01)。MCI合并糖尿病和高胆固醇血症的患者也有类似的观察结果(HR = 1.20, 95%CI (1.07, 1.36), p = 0.002)。与单纯无APOE ε4等位基因的MCI患者相比,合并APOE ε4/4且合并糖尿病和高血压的MCI患者AD发病风险显著增高(HR = 7.6, 95%CI (5.02, 11.5), p APOE ε3/4患者AD发病风险也显著增高(HR = 2.3, 95%CI (1.92, 2.75), p结论:糖尿病合并高血压或高胆固醇血症与MCI向AD的进展有显著关联,APOE ε4等位基因在促进这一转化过程中增强了这些选定的合并症的关联。
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引用次数: 0
Using machine learning to identify risk factors for Alzheimer's disease among older adults in the United States: The role of chronic and behavioral health. 使用机器学习识别美国老年人阿尔茨海默病的风险因素:慢性和行为健康的作用。
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-10 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251377691
Md Roungu Ahmmad, Emran Hossain, Md Tareq Ferdous Khan, Sumitra Paudel

Background: The interactions between behavioral disturbances, chronic diseases, and Alzheimer's disease (AD) risk are not fully understood, particularly in the context of the COVID-19 pandemic.

Objective: This study aimed to identify key demographic, behavioral, and health-related predictors of AD using machine learning approaches.

Methods: We conducted a cross-sectional analysis of 3257 participants from the National Health and Aging Trends Study (NHATS) and its COVID-19 supplement. Predictors included demographic, behavioral, and chronic disease variables, with self-reported physician-diagnosed AD as the outcome. LASSO and random forest (RF) models identified significant predictors, and regression tree analysis examined interactions to estimate individual AD risk profiles and subgroups.

Results: Stroke, diabetes, osteoporosis, depression, and sleep disturbances emerged as key predictors of AD in both LASSO and RF models. Regression tree analysis identified three risk subgroups: a high-risk subgroup with a history of stroke and diabetes, showing a 68% AD risk among females; an intermediate-risk subgroup without stroke but with osteoporosis and positive COVID-19 status, showing a 30% risk; and a low-risk subgroup without stroke or osteoporosis, with the lowest risk (∼10%). Female patients with both stroke and diabetes had significantly higher AD risk than males (68% versus 10%, p = 0.029). Among patients without stroke but with osteoporosis, COVID-19 positivity increased AD risk by 20% (30% versus 10%, p = 0.006).

Conclusions: Machine learning effectively delineates complex AD risk profiles, highlighting the roles of vascular and metabolic comorbidities and the modifying effects of sex, osteoporosis, and COVID-19. These insights support targeted screening and early intervention strategies to improve outcomes in older adults.

背景:行为障碍、慢性疾病和阿尔茨海默病(AD)风险之间的相互作用尚未完全了解,特别是在COVID-19大流行的背景下。目的:本研究旨在利用机器学习方法确定AD的关键人口统计学、行为学和健康相关预测因素。方法:我们对来自国家健康与老龄化趋势研究(NHATS)及其COVID-19补充研究的3257名参与者进行了横断面分析。预测因素包括人口统计学、行为和慢性疾病变量,以自我报告的医生诊断的AD作为结果。LASSO和随机森林(RF)模型确定了重要的预测因子,回归树分析检查了相互作用,以估计个体AD风险概况和亚组。结果:卒中、糖尿病、骨质疏松、抑郁和睡眠障碍在LASSO和RF模型中都是AD的关键预测因素。回归树分析确定了三个风险亚组:有中风和糖尿病史的高风险亚组,女性患AD的风险为68%;无卒中但骨质疏松和COVID-19阳性的中等风险亚组,风险为30%;低风险亚组无中风或骨质疏松症,风险最低(约10%)。女性卒中和糖尿病患者患AD的风险明显高于男性(68%对10%,p = 0.029)。在没有中风但有骨质疏松症的患者中,COVID-19阳性增加了20%的AD风险(30%对10%,p = 0.006)。结论:机器学习有效地描述了复杂的AD风险概况,突出了血管和代谢合并症的作用,以及性别、骨质疏松症和COVID-19的调节作用。这些见解支持有针对性的筛查和早期干预策略,以改善老年人的预后。
{"title":"Using machine learning to identify risk factors for Alzheimer's disease among older adults in the United States: The role of chronic and behavioral health.","authors":"Md Roungu Ahmmad, Emran Hossain, Md Tareq Ferdous Khan, Sumitra Paudel","doi":"10.1177/25424823251377691","DOIUrl":"10.1177/25424823251377691","url":null,"abstract":"<p><strong>Background: </strong>The interactions between behavioral disturbances, chronic diseases, and Alzheimer's disease (AD) risk are not fully understood, particularly in the context of the COVID-19 pandemic.</p><p><strong>Objective: </strong>This study aimed to identify key demographic, behavioral, and health-related predictors of AD using machine learning approaches.</p><p><strong>Methods: </strong>We conducted a cross-sectional analysis of 3257 participants from the National Health and Aging Trends Study (NHATS) and its COVID-19 supplement. Predictors included demographic, behavioral, and chronic disease variables, with self-reported physician-diagnosed AD as the outcome. LASSO and random forest (RF) models identified significant predictors, and regression tree analysis examined interactions to estimate individual AD risk profiles and subgroups.</p><p><strong>Results: </strong>Stroke, diabetes, osteoporosis, depression, and sleep disturbances emerged as key predictors of AD in both LASSO and RF models. Regression tree analysis identified three risk subgroups: a high-risk subgroup with a history of stroke and diabetes, showing a 68% AD risk among females; an intermediate-risk subgroup without stroke but with osteoporosis and positive COVID-19 status, showing a 30% risk; and a low-risk subgroup without stroke or osteoporosis, with the lowest risk (∼10%). Female patients with both stroke and diabetes had significantly higher AD risk than males (68% versus 10%, p = 0.029). Among patients without stroke but with osteoporosis, COVID-19 positivity increased AD risk by 20% (30% versus 10%, p = 0.006).</p><p><strong>Conclusions: </strong>Machine learning effectively delineates complex AD risk profiles, highlighting the roles of vascular and metabolic comorbidities and the modifying effects of sex, osteoporosis, and COVID-19. These insights support targeted screening and early intervention strategies to improve outcomes in older adults.</p>","PeriodicalId":73594,"journal":{"name":"Journal of Alzheimer's disease reports","volume":"9 ","pages":"25424823251377691"},"PeriodicalIF":2.8,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12423528/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145066543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Apolipoprotein E4 allele, antibodies against periodontal microorganisms, and cognition in older adults. 载脂蛋白E4等位基因、牙周微生物抗体与老年人认知能力的关系。
IF 2.8 Q2 NEUROSCIENCES Pub Date : 2025-09-05 eCollection Date: 2025-01-01 DOI: 10.1177/25424823251370770
Anwar T Merchant, Longgang Zhao, Eric Mishio Bawa, Amirhossein Fakhre Yaseri, Matthew Lohman, Jiajia Zhang, Alyssa Clay-Gilmour, Roger D Newman-Norlund, Julius Fridriksson

Background: The presence of the apolipoprotein E4 (APOE4) allele and periodontal disease are independently correlated with higher levels of amyloid-β and inflammation in the brain, worse cognition, and Alzheimer's disease.

Objective: To assess whether the presence of the APOE4 allele modifies the relationship between IgG antibodies against periodontal microorganisms and cognitive function in older adults participating in the NHANES III study.

Methods: This cross-sectional analysis was conducted among participants of the third National Health and Nutrition Examination Survey (NHANES III) (1988 to 1994), aged 60 years and older, with measurements of IgG antibodies against 19 periodontal microorganisms and APOE4 alleles (N = 1644).

Results: Approximately 77.5% of participants carried no APOE4 allele, 20.0% had one allele, and 2.6% were homozygous. Mean cognitive scores were 16.1, 16.0, and 15.3 for non-carriers, heterozygous, and homozygous APOE4 allele carriers, respectively (p = 0.01). Antibody groups were not correlated with APOE4 carrier status. The Orange-Blue cluster (antibodies against E. nodatum, A. naeslundii) was correlated with cognitive score (Spearman r = 0.08, p < 0.001), but not other antibody groups. In the multivariable-adjusted models, APOE4 alleles did not modify the associations between antibody clusters and cognitive score (p-interaction > 0.05).

Conclusions: Mean cognitive scores were lower among APOE4 carriers. The APOE4 allele did not modify associations between groups of IgG antibodies against periodontal microorganisms and cognition among older aged adults without cognitive impairment. These findings need to be verified in larger prospective studies.

背景:载脂蛋白E4 (APOE4)等位基因的存在和牙周病与大脑中淀粉样蛋白-β水平升高和炎症、认知能力下降和阿尔茨海默病独立相关。目的:评估APOE4等位基因的存在是否改变了参加NHANES III研究的老年人牙周微生物IgG抗体与认知功能之间的关系。方法:对1988 ~ 1994年参加第三次全国健康与营养调查(NHANES III)的60岁及以上老年人进行横断面分析,测定19种牙周微生物和APOE4等位基因的IgG抗体(N = 1644)。结果:约77.5%的参与者不携带APOE4等位基因,20.0%的参与者携带一个等位基因,2.6%的参与者为纯合子。APOE4等位基因非携带者、杂合子携带者和纯合子携带者的平均认知得分分别为16.1、16.0和15.3分(p = 0.01)。抗体组与APOE4携带者状态无关。橙色-蓝色抗体簇(抗结瘤e.a . naeslundii的抗体)与认知评分相关(Spearman r = 0.08, p APOE4等位基因不改变抗体簇与认知评分之间的相关性(p-interaction > 0.05)。结论:APOE4携带者的平均认知评分较低。APOE4等位基因不改变无认知障碍老年人牙周微生物IgG抗体组与认知之间的关联。这些发现需要在更大规模的前瞻性研究中得到验证。
{"title":"Apolipoprotein E4 allele, antibodies against periodontal microorganisms, and cognition in older adults.","authors":"Anwar T Merchant, Longgang Zhao, Eric Mishio Bawa, Amirhossein Fakhre Yaseri, Matthew Lohman, Jiajia Zhang, Alyssa Clay-Gilmour, Roger D Newman-Norlund, Julius Fridriksson","doi":"10.1177/25424823251370770","DOIUrl":"10.1177/25424823251370770","url":null,"abstract":"<p><strong>Background: </strong>The presence of the apolipoprotein E4 (<i>APOE4</i>) allele and periodontal disease are independently correlated with higher levels of amyloid-β and inflammation in the brain, worse cognition, and Alzheimer's disease.</p><p><strong>Objective: </strong>To assess whether the presence of the <i>APOE4</i> allele modifies the relationship between IgG antibodies against periodontal microorganisms and cognitive function in older adults participating in the NHANES III study.</p><p><strong>Methods: </strong>This cross-sectional analysis was conducted among participants of the third National Health and Nutrition Examination Survey (NHANES III) (1988 to 1994), aged 60 years and older, with measurements of IgG antibodies against 19 periodontal microorganisms and <i>APOE4</i> alleles (N = 1644).</p><p><strong>Results: </strong>Approximately 77.5% of participants carried no <i>APOE4</i> allele, 20.0% had one allele, and 2.6% were homozygous. Mean cognitive scores were 16.1, 16.0, and 15.3 for non-carriers, heterozygous, and homozygous <i>APOE4</i> allele carriers, respectively (p = 0.01). Antibody groups were not correlated with <i>APOE4</i> carrier status. The Orange-Blue cluster (antibodies against <i>E. nodatum, A. naeslundii</i>) was correlated with cognitive score (Spearman r = 0.08, p < 0.001), but not other antibody groups. In the multivariable-adjusted models, <i>APOE4</i> alleles did not modify the associations between antibody clusters and cognitive score (p-interaction > 0.05).</p><p><strong>Conclusions: </strong>Mean cognitive scores were lower among <i>APOE4</i> carriers. The <i>APOE4</i> allele did not modify associations between groups of IgG antibodies against periodontal microorganisms and cognition among older aged adults without cognitive impairment. These findings need to be verified in larger prospective studies.</p>","PeriodicalId":73594,"journal":{"name":"Journal of Alzheimer's disease reports","volume":"9 ","pages":"25424823251370770"},"PeriodicalIF":2.8,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12413519/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145016851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Alzheimer's disease reports
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