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Association between Obesity and Cognitive Function in Chinese Older Adults: The Mediating Effects of Sleep Quality and Blood Pressure. 中国老年人肥胖与认知功能的关系:睡眠质量和血压的中介作用。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050381084250528160239
Shiyi Li, Chan Yong, Yingchao Xiong, Nanyan Li, Zhaowei Yue, Wennuo Liu, Qianqian Liu, Xianlan Li, Qin Ye, Yufei Wang, Junmin Zhou

Introduction: The mechanisms underlying the relationship between obesity and cognitive function remain unclear, particularly among older adults, where reliable evidence is limited. This study aimed to explore whether the relationship between obesity and cognitive function is mediated by sleep quality and blood pressure (BP) in older Chinese adults.

Methods: We conducted an observational study using data from a cluster randomized controlled trial (RCT) with 5 follow-up periods involving older adults in rural China. The trial took place in Sichuan, China, from May 2021 to May 2023. Telephone Interview for Cognitive Status (TICS- 10) was used to assess the participants' cognitive function. Additionally, linear mixed-effects models and mediation analyses were performed.

Results: The mean age of participants was 70.89, and 225 out of 506 participants were males. Weight, waist circumference (WC), and hip circumference (HC) were positively associated with cognitive function, while compared to normal/underweight participants, participants with overweight had a significant association with cognitive function. Sleep quality mediated the association between weight and cognitive function (β = 0.01, (95% CI: 0.00 to 0.01), P < 0.001), accounting for a mediating effect proportion of 4.04% (95% CI: 2.19% to 8.00%). Diastolic blood pressure (DBP) mediated the association between overweight (β = 0.02, (95% CI: 0.00 to 0.05), P < 0.001), HC (β = 0.01, (95% CI: 0.00 to 0.01), P = 0.02), and WC (β = 0.01, (95% CI: 0.00, 0.01), P <0.001) and cognitive function, explaining approximately 4.46% (95% CI: 0.41% to 12.00%), 7.16% (95% CI: 0.36%, 17.00%), and 9.60% (95% CI: 1.11%, 25.00%) mediating proportion of the total effect, respectively.

Discussion: Our study highlights the potential mediating roles of sleep quality and DBP in the relationship between obesity and cognitive function. The findings contribute to understanding the obesity-cognition link in older adults, particularly in rural settings. However, limitations, such as self-reported sleep measures and unmeasured confounders, warrant caution. Further research is needed to clarify the underlying mechanisms and inform targeted interventions.

Conclusion: Our study demonstrates a significant positive association between weight, body mass index (BMI), HC, and WC and cognitive function in older adults. These findings suggest that maintaining a moderately high level of overweight may be protective against cognitive decline in this population. Additionally, the study also provides insights into optimizing cognitive function through factors, such as sleep and BP management.

引言:肥胖和认知功能之间关系的潜在机制尚不清楚,特别是在老年人中,可靠的证据有限。本研究旨在探讨中国老年人肥胖与认知功能之间的关系是否由睡眠质量和血压(BP)介导。方法:我们使用来自中国农村老年人的5个随访期的整群随机对照试验(RCT)数据进行了一项观察性研究。试验从2021年5月到2023年5月在中国四川进行。采用认知状态电话访谈法(TICS- 10)评估受试者的认知功能。此外,还进行了线性混合效应模型和中介分析。结果:参与者的平均年龄为70.89岁,506名参与者中有225名男性。体重、腰围(WC)和臀围(HC)与认知功能呈正相关,而与正常/体重不足的参与者相比,超重参与者的认知功能显著相关。睡眠质量介导体重与认知功能之间的关联(β = 0.01, [95% CI: 0.00 ~ 0.01], P < 0.001),占4.04%的中介效应比例[95% CI: 2.19% ~ 8.00%]。舒张压(DBP)介导了超重(β = 0.02, [95% CI: 0.00至0.05],P < 0.001)、HC (β = 0.01, [95% CI: 0.00至0.01],P = 0.02)和WC (β = 0.01, [95% CI: 0.00, 0.01], P)之间的关联。讨论:我们的研究强调了睡眠质量和DBP在肥胖与认知功能关系中的潜在中介作用。这些发现有助于理解老年人肥胖与认知之间的联系,尤其是在农村地区。然而,局限性,如自我报告的睡眠测量和未测量的混杂因素,需要谨慎。需要进一步的研究来阐明潜在的机制并为有针对性的干预提供信息。结论:我们的研究表明,老年人的体重、身体质量指数(BMI)、HC和WC与认知功能之间存在显著的正相关。这些发现表明,在这一人群中,保持适度的高肥胖水平可能对认知能力下降有保护作用。此外,该研究还提供了通过睡眠和血压管理等因素优化认知功能的见解。
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引用次数: 0
Association Between Serum Lipid Traits and Cognitive Function in Middle-aged and Elderly Adults: A Longitudinal Study. 中老年人血脂特征与认知功能的关系:一项纵向研究。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050370810250430112549
Chuning Luo, Qin Li, Ran Gao, Yijun Zhang, Yijie Wang, Fengyi Huang, Quanmei Li, Xite Zheng, Xiaorui Zhang, Wanqi Liu, Fen Liu

Background: It is debatable whether demographic factors alter the relationship between serum lipid traits and cognitive function. Few data have examined the effects of non-traditional lipid metrics on the lipid-cognition relationship. We aim to test the generality of relationships between lipid traits and cognitive function in Chinese adults.

Methods: Data from 5,959 participants were obtained from the China Health and Retirement Longitudinal Study (2011-2020). The cognitive function was assessed via the Mini-Mental State Examination. Effects of traditional lipid metrics (Total Cholesterol, TC, Triglycerides, TG, Low-Density Lipoprotein, LDL, High-Density Lipoprotein, HDL) and non-traditional lipid metrics (TC/HDL, LDL/HDL) were analyzed. We employed mixed-effect models, Group-Based Trajectory Models (GBTM), and logistic regression to examine the associations between baseline serum lipid traits and cognitive function.

Results: As continuous variables, higher TG levels were correlated with higher cognitive scores (P = 0.036), and similar patterns were found in TC/HDL (P < 0.01) and LDL/HDL (P < 0.01). In contrast, higher HDL levels were associated with lower cognitive scores. Similar trends were observed when lipid traits were analyzed as categorical quartiles, and grouped by gender and age. Non-traditional lipid metrics (LDL/HDL, TC/HDL) had higher contributions to the variation of cognitive scores than traditional lipid metrics (TC, TG, LDL, HDL).

Discussion: Results of this study further supported the protective effect of TG and negative effect of HDL in elderly adults, though confounding factors like baseline cognitive heterogeneity warrant future investigation. Notably, non-traditional lipid ratios demonstrated stronger predictive value for cognitive variation than individual lipid metrics.

Conclusion: Our study provided evidence for the generality of a significant association between traditional/ non-traditional lipid metrics and cognitive function in middle-aged and elderly adults. The factors that vary with genders and age groups do not appear to significantly alter the lipid-cognition relationship.

背景:人口统计学因素是否会改变血脂特征与认知功能之间的关系尚存争议。很少有数据检验非传统脂质指标对脂质-认知关系的影响。我们的目的是测试中国成年人脂质特征与认知功能之间关系的普遍性。方法:5959名参与者的数据来自中国健康与退休纵向研究(2011-2020)。通过简易精神状态检查评估认知功能。分析传统脂质指标(总胆固醇、TC、甘油三酯、TG、低密度脂蛋白、LDL、高密度脂蛋白、HDL)和非传统脂质指标(TC/HDL、LDL/HDL)的影响。我们采用混合效应模型、基于组的轨迹模型(GBTM)和逻辑回归来检验基线血脂特征与认知功能之间的关系。结果:作为连续变量,TG水平越高,认知评分越高(P=0.036), TC/HDL (P < 0.01)和LDL/HDL (P < 0.01)也有相似的规律。相反,高密度脂蛋白水平越高,认知能力得分越低。当脂质特征作为分类四分位数进行分析并按性别和年龄分组时,观察到类似的趋势。非传统脂质指标(LDL/HDL, TC/HDL)比传统脂质指标(TC, TG, LDL, HDL)对认知评分的影响更大。结论:我们的研究为中老年人传统/非传统脂质指标与认知功能之间的显著关联提供了证据。不同性别和年龄组的因素似乎并没有显著改变血脂与认知的关系。
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引用次数: 0
Identification of MicroRNA Drug Targets for Alzheimer's and Diabetes Mellitus Using Network Medicine. 利用网络医学鉴定阿尔茨海默病和糖尿病的MicroRNA药物靶点。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050393875250626065205
Ricardo Castillo-Velazquez, Julio E Castaneda-Delgado, Mariana H Garcia-Hernandez, Bruno Rivas-Santiago, Sofia Ruiz-Hernandez, Eyra Liliana Ortiz-Perez, Juan C Lopez-Alvarenga, Gildardo Rivera, Edgar E Lara-Ramirez

Introduction: Type 2 diabetes mellitus (T2D) is a known risk factor for developing Alzheimer's disease (AD). Recent research shows that both diseases share complex and related pathophysiological processes. Network medicine approaches can help to elucidate common dysregulated processes among different diseases, such as AD and T2D. Thus, the aim of this work was to determine differentially expressed genes (DEGs) in AD and T2D and to apply a network medicine approach to identify the microRNAs (miRNAs) involved in the AD-T2D association.

Methods: Gene expression microarray data sets consisting of 384 control samples and 399 samples belonging to AD and T2D disease were analyzed to obtain DEGs shared by both diseases; the miRNAs associated with these DEGs were predicted using a network medicine approach. Finally, potential small molecules targeting these potentially deregulated miRNAs were identified.

Results: AD and T2D shared a subset of 82 downregulated DEGs. These genes were significantly associated (p < 0.01) with the ontology terms of chemical synaptic deregulation. DEGs were associated with 12 miRNAs expressed in specific tissues for AD and T2D. Such miRNAs were also primarily associated with the ontology terms related to synaptic deregulation and cancer, and AKT signaling pathways. Steroid anti-inflammatory drugs, antineoplastics, and glucose metabolites were predicted to be potential regulators of the 12 shared miRNAs.

Discussion: The network medicine approach integrating DEGs and miRNAs enabled the identification of shared, potentially deregulated biological processes and pathways underlying the pathophysiology of AD and T2D. These common molecular mechanisms were also linked to drugs currently used in clinical practice, suggesting that this strategy may inform future drug repurposing efforts. Nonetheless, further in-depth biological validation is required to confirm these findings.

Conclusion: Network medicine allowed identifying 12 miRNAs involved in the AD-T2D association, and these could be drug targets for the design of new treatments; however, the identified miRNAs need further experimental confirmation.

2型糖尿病(T2D)是发展为阿尔茨海默病(AD)的已知危险因素。最近的研究表明,这两种疾病具有复杂而相关的病理生理过程。网络医学方法可以帮助阐明不同疾病之间常见的失调过程,如AD和T2D。因此,这项工作的目的是确定AD和T2D中的差异表达基因(DEGs),并应用网络医学方法来鉴定参与AD-T2D关联的microrna (miRNAs)。方法:对384份对照样本和399份AD和T2D疾病样本的基因表达芯片数据集进行分析,获得两种疾病共有的基因表达基因;使用网络医学方法预测与这些deg相关的mirna。最后,确定了靶向这些可能失调的mirna的潜在小分子。结果:AD和T2D共享82个下调deg的一小部分。这些基因与化学突触失调的本体相关(p < 0.01)。deg与AD和T2D特定组织中表达的12种mirna相关。这些mirna也主要与突触解除管制和癌症相关的本体术语以及AKT信号通路相关。类固醇抗炎药、抗肿瘤药物和葡萄糖代谢物被预测为12种共享mirna的潜在调节因子。讨论:整合DEGs和mirna的网络医学方法能够识别AD和T2D病理生理基础的共享的、潜在的不受调节的生物过程和途径。这些共同的分子机制也与目前临床实践中使用的药物有关,这表明这一策略可能为未来的药物再利用工作提供信息。然而,需要进一步深入的生物学验证来证实这些发现。结论:网络医学可以识别出12种参与AD-T2D关联的mirna,这些mirna可以作为设计新疗法的药物靶点;然而,已鉴定的mirna需要进一步的实验证实。
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引用次数: 0
Neuropsychological Aspects of Sporadic Cerebral Amyloid Angiopathy: A Case Series and Narrative Review. 散发性脑淀粉样血管病的神经心理学方面:一个病例系列和叙述回顾。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050390451250808002719
Luca Pizzoni, Andrea Cavalli, Federica Di Matteo, Giovanni Mancini

Introduction: Cerebral Amyloid Angiopathy (CAA) is a common form of cerebral small vessel disease (CSVD), characterized by the accumulation of amyloid-β (Aβ) protein in the walls of cortical and leptomeningeal arteries and arterioles. The sporadic form primarily affects the elderly and is closely associated with Alzheimer's disease (AD). Despite previous studies on cognition, the specific neuropsychological profile of CAA remains unclear. This study aims to describe the cognitive profile of CAA patients and characterize their neuropsychological aspects in the absence of a clinical diagnosis of AD.

Methods: We present a case series of six patients with probable CAA, without clinical evidence of AD, who underwent extensive neuropsychological assessment. Additionally, a narrative review was conducted to synthesize current knowledge of the cognitive and neuropsychological aspects of sporadic CAA.

Results: The narrative review indicates that CAA predominantly affects executive functioning, processing speed, episodic memory, global cognition, and visuospatial functions. In our case series, all patients exhibited impairments in these domains, except for global cognition. Notably, a specific dissociation was observed in the Rey Auditory Verbal Learning Test (RAVLT), with impaired delayed recall but preserved recognition.

Discussion: Sporadic CAA in patients without AD contributes to cognitive impairment, particularly affecting executive functioning, processing speed, visuospatial functions, and episodic memory. In our sample, memory impairment in CAA follows a dysexecutive pattern, characterized by retrieval deficits with preserved storage. This contrasts with the amnestic profile seen in AD and amnestic mild cognitive impairment (aMCI), where both retrieval and storage are compromised.

Conclusion: This distinct memory profile may represent a useful neuropsychological marker for differentiating CAA-related cognitive impairment from that associated with AD and its prodromal forms. This differentiation has potential implications for diagnosis, prognosis, and the development of tailored therapeutic strategies.

简介:脑淀粉样血管病(CAA)是一种常见的脑小血管疾病(CSVD),其特征是淀粉样β (a β)蛋白在皮层和薄脑膜动脉和小动脉的壁上积累。散发形式主要影响老年人,并与阿尔茨海默病(AD)密切相关。尽管之前有关于认知的研究,但CAA的具体神经心理学特征仍不清楚。本研究旨在描述CAA患者的认知特征,并在缺乏AD临床诊断的情况下描述其神经心理学方面的特征。方法:我们提出了6例可能患有CAA的患者的病例系列,没有临床证据表明AD,他们接受了广泛的神经心理学评估。此外,对散发性CAA的认知和神经心理学方面的现有知识进行了综述。结果:叙述性回顾表明,CAA主要影响执行功能、加工速度、情景记忆、整体认知和视觉空间功能。在我们的病例系列中,除了全球认知之外,所有患者在这些领域都表现出损伤。值得注意的是,在雷伊听觉语言学习测试(RAVLT)中观察到一种特殊的分离,延迟回忆受损,但保留了识别。讨论:无AD患者的散发性CAA会导致认知障碍,特别是影响执行功能、处理速度、视觉空间功能和情景记忆。在我们的样本中,CAA的记忆障碍遵循一种执行障碍模式,其特征是保留存储的检索缺陷。这与阿尔茨海默氏症和健忘性轻度认知障碍(aMCI)中所见的遗忘概况形成对比,其中检索和存储都受到损害。结论:这种独特的记忆特征可能是区分caa相关认知障碍与AD及其前驱形式相关认知障碍的有用神经心理学标记。这种分化对诊断、预后和量身定制治疗策略的发展具有潜在的意义。
{"title":"Neuropsychological Aspects of Sporadic Cerebral Amyloid Angiopathy: A Case Series and Narrative Review.","authors":"Luca Pizzoni, Andrea Cavalli, Federica Di Matteo, Giovanni Mancini","doi":"10.2174/0115672050390451250808002719","DOIUrl":"10.2174/0115672050390451250808002719","url":null,"abstract":"<p><strong>Introduction: </strong>Cerebral Amyloid Angiopathy (CAA) is a common form of cerebral small vessel disease (CSVD), characterized by the accumulation of amyloid-β (Aβ) protein in the walls of cortical and leptomeningeal arteries and arterioles. The sporadic form primarily affects the elderly and is closely associated with Alzheimer's disease (AD). Despite previous studies on cognition, the specific neuropsychological profile of CAA remains unclear. This study aims to describe the cognitive profile of CAA patients and characterize their neuropsychological aspects in the absence of a clinical diagnosis of AD.</p><p><strong>Methods: </strong>We present a case series of six patients with probable CAA, without clinical evidence of AD, who underwent extensive neuropsychological assessment. Additionally, a narrative review was conducted to synthesize current knowledge of the cognitive and neuropsychological aspects of sporadic CAA.</p><p><strong>Results: </strong>The narrative review indicates that CAA predominantly affects executive functioning, processing speed, episodic memory, global cognition, and visuospatial functions. In our case series, all patients exhibited impairments in these domains, except for global cognition. Notably, a specific dissociation was observed in the Rey Auditory Verbal Learning Test (RAVLT), with impaired delayed recall but preserved recognition.</p><p><strong>Discussion: </strong>Sporadic CAA in patients without AD contributes to cognitive impairment, particularly affecting executive functioning, processing speed, visuospatial functions, and episodic memory. In our sample, memory impairment in CAA follows a dysexecutive pattern, characterized by retrieval deficits with preserved storage. This contrasts with the amnestic profile seen in AD and amnestic mild cognitive impairment (aMCI), where both retrieval and storage are compromised.</p><p><strong>Conclusion: </strong>This distinct memory profile may represent a useful neuropsychological marker for differentiating CAA-related cognitive impairment from that associated with AD and its prodromal forms. This differentiation has potential implications for diagnosis, prognosis, and the development of tailored therapeutic strategies.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"613-629"},"PeriodicalIF":1.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144984919","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}
引用次数: 0
Neuroprotective Agents: Implications for Parkinson's Disease Treatment. 神经保护剂:帕金森病治疗的意义。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050368080250529075006
Khaled Ramadan Algantri, Wael Mohamed, Mohd Hamzah Mohd Nasir, Abdul Rahman Mahmoud Fata Nahas

Parkinson's disease (PD) is a multifaceted neurodegenerative condition marked by the progressive loss of dopaminergic neurons, leading to impairments in movement and cognition. This study offers an in-depth examination of the pathophysiological pathways associated with PD, emphasising the roles of oxidative stress, mitochondrial dysfunction, and neuroinflammation. The study examines the interaction between genetic and environmental factors in the development of PD, highlighting the significance of oxidative stress, mitochondrial dysfunction, and excitotoxicity in the degeneration of dopaminergic neurons. It also looks into the impact of neuroinflammation and microglial activation on the causes of PD. Despite considerable progress in research, there remains a lack of effective treatments that can modify the course of the disease, highlighting the pressing need for new therapeutic approaches that address mitochondrial malfunction, oxidative stress, and neuroinflammation. This study assesses the neuroprotective efficacy of various substances, notably natural agents like resveratrol, curcumin, ginsenoside, and melatonin, for managing PD. Although these natural chemicals show promise, further robust clinical trials are needed to confirm their effectiveness and safety, as well as to investigate their potential incorporation into conventional PD treatment.

帕金森病(PD)是一种多方面的神经退行性疾病,其特征是多巴胺能神经元的进行性丧失,导致运动和认知障碍。本研究提供了与PD相关的病理生理途径的深入研究,强调氧化应激、线粒体功能障碍和神经炎症的作用。本研究探讨了遗传和环境因素在PD发生过程中的相互作用,强调了氧化应激、线粒体功能障碍和兴奋毒性在多巴胺能神经元变性中的重要性。它还研究了神经炎症和小胶质细胞激活对PD病因的影响。尽管研究取得了相当大的进展,但仍然缺乏有效的治疗方法来改变疾病的进程,这突出表明迫切需要新的治疗方法来解决线粒体功能障碍、氧化应激和神经炎症。本研究评估了各种物质的神经保护功效,特别是天然药物,如白藜芦醇、姜黄素、人参皂苷和褪黑素,用于治疗帕金森病。虽然这些天然化学物质显示出希望,但需要进一步的强有力的临床试验来证实它们的有效性和安全性,并研究它们与传统PD治疗结合的潜力。
{"title":"Neuroprotective Agents: Implications for Parkinson's Disease Treatment.","authors":"Khaled Ramadan Algantri, Wael Mohamed, Mohd Hamzah Mohd Nasir, Abdul Rahman Mahmoud Fata Nahas","doi":"10.2174/0115672050368080250529075006","DOIUrl":"https://doi.org/10.2174/0115672050368080250529075006","url":null,"abstract":"<p><p>Parkinson's disease (PD) is a multifaceted neurodegenerative condition marked by the progressive loss of dopaminergic neurons, leading to impairments in movement and cognition. This study offers an in-depth examination of the pathophysiological pathways associated with PD, emphasising the roles of oxidative stress, mitochondrial dysfunction, and neuroinflammation. The study examines the interaction between genetic and environmental factors in the development of PD, highlighting the significance of oxidative stress, mitochondrial dysfunction, and excitotoxicity in the degeneration of dopaminergic neurons. It also looks into the impact of neuroinflammation and microglial activation on the causes of PD. Despite considerable progress in research, there remains a lack of effective treatments that can modify the course of the disease, highlighting the pressing need for new therapeutic approaches that address mitochondrial malfunction, oxidative stress, and neuroinflammation. This study assesses the neuroprotective efficacy of various substances, notably natural agents like resveratrol, curcumin, ginsenoside, and melatonin, for managing PD. Although these natural chemicals show promise, further robust clinical trials are needed to confirm their effectiveness and safety, as well as to investigate their potential incorporation into conventional PD treatment.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":"22 9","pages":"634-660"},"PeriodicalIF":1.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146204521","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}
引用次数: 0
RESIGN: Alzheimer's Disease Detection Using Hybrid Deep Learning based Res-Inception Seg Network. 基于re - inception Seg网络的混合深度学习阿尔茨海默病检测。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050373821250612053943
Amsavalli Kannan, Kanaga Suba Raja Subramanian, Sudha Suresh

Introduction: Alzheimer's disease (AD) is a leading cause of death, making early detection critical to improve survival rates. Conventional manual techniques struggle with early diagnosis due to the brain's complex structure, necessitating the use of dependable deep learning (DL) methods. This research proposes a novel RESIGN model is a combination of Res-InceptionSeg for detecting AD utilizing MRI images.

Methods: The input MRI images were pre-processed using a Non-Local Means (NLM) filter to reduce noise artifacts. A ResNet-LSTM model was used for feature extraction, targeting White Matter (WM), Grey Matter (GM), and Cerebrospinal Fluid (CSF). The extracted features were concatenated and classified into Normal, MCI, and AD categories using an Inception V3-based classifier. Additionally, SegNet was employed for abnormal brain region segmentation.

Results: The RESIGN model achieved an accuracy of 99.46%, specificity of 98.68%, precision of 95.63%, recall of 97.10%, and an F1 score of 95.42%. It outperformed ResNet, AlexNet, Dense- Net, and LSTM by 7.87%, 5.65%, 3.92%, and 1.53%, respectively, and further improved accuracy by 25.69%, 5.29%, 2.03%, and 1.71% over ResNet18, CLSTM, VGG19, and CNN, respectively.

Discussion: The integration of spatial-temporal feature extraction, hybrid classification, and deep segmentation makes RESIGN highly reliable in detecting AD. A 5-fold cross-validation proved its robustness, and its performance exceeded that of existing models on the ADNI dataset. However, there are potential limitations related to dataset bias and limited generalizability due to uniform imaging conditions.

Conclusion: The proposed RESIGN model demonstrates significant improvement in early AD detection through robust feature extraction and classification by offering a reliable tool for clinical diagnosis.

简介:阿尔茨海默病(AD)是导致死亡的主要原因,早期发现对提高生存率至关重要。由于大脑结构复杂,传统的人工技术难以进行早期诊断,因此需要使用可靠的深度学习(DL)方法。本研究提出了一种结合Res-InceptionSeg的新辞职模型,用于利用MRI图像检测AD。方法:对输入的MRI图像进行非局部均值(Non-Local Means, NLM)滤波预处理,去除噪声伪影。使用ResNet-LSTM模型进行特征提取,以白质(WM)、灰质(GM)和脑脊液(CSF)为目标。使用基于Inception v3的分类器将提取的特征连接并分类为Normal、MCI和AD类别。此外,SegNet还用于异常脑区分割。结果:该模型准确率为99.46%,特异性为98.68%,精密度为95.63%,召回率为97.10%,F1评分为95.42%。它比ResNet、AlexNet、Dense- Net和LSTM分别提高了7.87%、5.65%、3.92%和1.53%,比ResNet18、CLSTM、VGG19和CNN分别提高了25.69%、5.29%、2.03%和1.71%。讨论:将时空特征提取、混合分类和深度分割相结合,使得RESIGN在AD检测中具有很高的可靠性。5次交叉验证证明了该模型的鲁棒性,其性能优于现有的ADNI数据集模型。然而,由于统一的成像条件,存在与数据集偏差和有限的泛化性相关的潜在局限性。结论:提出的RESIGN模型通过鲁棒的特征提取和分类,为临床诊断提供了可靠的工具,在早期AD检测方面有显著提高。
{"title":"RESIGN: Alzheimer's Disease Detection Using Hybrid Deep Learning based Res-Inception Seg Network.","authors":"Amsavalli Kannan, Kanaga Suba Raja Subramanian, Sudha Suresh","doi":"10.2174/0115672050373821250612053943","DOIUrl":"10.2174/0115672050373821250612053943","url":null,"abstract":"<p><strong>Introduction: </strong>Alzheimer's disease (AD) is a leading cause of death, making early detection critical to improve survival rates. Conventional manual techniques struggle with early diagnosis due to the brain's complex structure, necessitating the use of dependable deep learning (DL) methods. This research proposes a novel RESIGN model is a combination of Res-InceptionSeg for detecting AD utilizing MRI images.</p><p><strong>Methods: </strong>The input MRI images were pre-processed using a Non-Local Means (NLM) filter to reduce noise artifacts. A ResNet-LSTM model was used for feature extraction, targeting White Matter (WM), Grey Matter (GM), and Cerebrospinal Fluid (CSF). The extracted features were concatenated and classified into Normal, MCI, and AD categories using an Inception V3-based classifier. Additionally, SegNet was employed for abnormal brain region segmentation.</p><p><strong>Results: </strong>The RESIGN model achieved an accuracy of 99.46%, specificity of 98.68%, precision of 95.63%, recall of 97.10%, and an F1 score of 95.42%. It outperformed ResNet, AlexNet, Dense- Net, and LSTM by 7.87%, 5.65%, 3.92%, and 1.53%, respectively, and further improved accuracy by 25.69%, 5.29%, 2.03%, and 1.71% over ResNet18, CLSTM, VGG19, and CNN, respectively.</p><p><strong>Discussion: </strong>The integration of spatial-temporal feature extraction, hybrid classification, and deep segmentation makes RESIGN highly reliable in detecting AD. A 5-fold cross-validation proved its robustness, and its performance exceeded that of existing models on the ADNI dataset. However, there are potential limitations related to dataset bias and limited generalizability due to uniform imaging conditions.</p><p><strong>Conclusion: </strong>The proposed RESIGN model demonstrates significant improvement in early AD detection through robust feature extraction and classification by offering a reliable tool for clinical diagnosis.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"698-709"},"PeriodicalIF":1.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144334760","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}
引用次数: 0
Mapping the Connection Between Circadian Rhythms, Metabolism, and Neurodegeneration: Exploring Therapeutic Strategies. 绘制昼夜节律、新陈代谢和神经退行性变之间的联系:探索治疗策略。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050381989250626071304
Rakesh Bhaskar, Kannan Badri Narayanan, Krishna Kumar Singh, Sung Soo Han

Circadian rhythms are crucial for essential physiological functions such as metabolism, sleep-wake cycles, hormone balance, and cognitive abilities, which are regulated by the central Suprachiasmatic Nucleus (SCN) and peripheral clocks. Disruptions to circadian rhythms, which may be caused by aging, lifestyle factors, and environmental influences, are linked to metabolic disorders and Neurodegenerative Diseases (NDs). This review examines the reciprocal relationship between circadian control and metabolism, highlighting the molecular processes that maintain circadian rhythms and how these processes change with age. Aging diminishes SCN efficiency and disrupts peripheral clock alignment, leading to impaired physiological functions, increased oxidative stress, and neuroinflammation, all of which contribute to the progression of NDs such as Alzheimer's (AD), Parkinson's disease (PD), Huntington's disease (HD), etc. Emerging therapeutic strategies aim to restore circadian function through interventions, including bright light therapy, melatonin supplementation, and pharmacological agents targeting clock gene regulators and neuropeptides. Furthermore, lifestyle modifications, such as Structured Physical Activity (SPA) and Time-Restricted Feeding (TRF), can enhance circadian health by synchronizing metabolic and hormonal rhythms. Future directions include chrono-pharmacology, gene editing, and Artificial Intelligence (AI)-driven personalized medicine, all of which emphasize the development of tailored circadian therapies. Advancing circadian research holds the potential to facilitate better health outcomes and improve quality of life, while also addressing the growing concerns of the aging population and NDs.

昼夜节律对新陈代谢、睡眠-觉醒周期、激素平衡和认知能力等基本生理功能至关重要,这些生理功能由中央视交叉上核(SCN)和外周时钟调节。可能由衰老、生活方式因素和环境影响引起的昼夜节律紊乱与代谢紊乱和神经退行性疾病(NDs)有关。本文综述了昼夜节律控制与代谢之间的相互关系,重点介绍了维持昼夜节律的分子过程以及这些过程如何随年龄变化。衰老降低SCN效率,破坏外周时钟排列,导致生理功能受损,氧化应激增加和神经炎症,所有这些都有助于NDs的进展,如阿尔茨海默病(AD),帕金森病(PD),亨廷顿病(HD)等。新兴的治疗策略旨在通过干预恢复昼夜节律功能,包括强光疗法、褪黑激素补充、靶向时钟基因调节因子和神经肽的药物。此外,生活方式的改变,如有组织的身体活动(SPA)和限时喂养(TRF),可以通过同步代谢和激素节律来改善昼夜健康。未来的方向包括时间药理学、基因编辑和人工智能(AI)驱动的个性化医学,所有这些都强调量身定制的昼夜节律疗法的发展。推进昼夜节律研究有可能促进更好的健康结果和提高生活质量,同时也能解决人口老龄化和非功能性疾病日益严重的问题。
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引用次数: 0
IoMT Requirements, Integrated Diagnosis, and Future Trends for Multimodal Early Detection of Alzheimer's Disease. 多模式早期检测阿尔茨海默病的IoMT要求、综合诊断和未来趋势。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050393916250520101258
Mohamadreza Mohammad Khosravi, Hossein Parsaei
{"title":"IoMT Requirements, Integrated Diagnosis, and Future Trends for Multimodal Early Detection of Alzheimer's Disease.","authors":"Mohamadreza Mohammad Khosravi, Hossein Parsaei","doi":"10.2174/0115672050393916250520101258","DOIUrl":"10.2174/0115672050393916250520101258","url":null,"abstract":"","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"247-250"},"PeriodicalIF":1.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144145378","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}
引用次数: 0
The Framework for an Integrative Theory of Alzheimer's Disease. 阿尔茨海默病的综合理论框架。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050381553250425062803
Dmitry V Zaretsky, Maria V Zaretskaia

The manuscript describes how the framework of the integrative hypothesis of Alzheimer's disease (AD) can be deciphered using existing experimental and clinical data. First, the analysis of amyloid biomarkers and stable-isotope label kinetics (SILK) studies indicate a correlation between AD diagnosis and heightened cellular uptake of beta-amyloid. Since beta-amyloid must be taken up by cells to become toxic, its uptake rate correlates with neurodegeneration. Also, aggregation seeds cannot form extracellularly due to low beta-amyloid levels in interstitial fluid but can develop inside lysosomes. Consequently, the density of extracellular aggregates correlates positively with cellular amyloid uptake rate. The model, which ties both beta-amyloid cytotoxicity and aggregation to cellular uptake, accurately predicts AD diagnosis patterns in the population. Second, beta-amyloid enters cells through endocytosis. Endocytosed beta-amyloid induces lysosomal permeabilization that occurs without plasma membrane damage and explains intracellular ion disturbances (including calcium overload) after exposure to extracellular beta-amyloid. The permeabilization is caused by channels formed in lysosomal membranes by some amyloid fragments produced by proteolysis of full-length beta-amyloid. Some membrane channels are large enough to leak cathepsins to the cytoplasm, causing necrosis or apoptosis. Also, local spikes of calcium cytosolic concentration due to calcium leakage from lysosomes can activate calpains, contributing to cell death. In surviving cells, accumulation of damaged lysosomes results in autophagy failure and slow mitochondrial recycling, promoting the production of reactive oxygen species and further cell damage. In this framework, AD's etiology is the membrane channel formation by amyloid fragments produced in lysosomes. The pathogenesis includes lysosomal permeabilization and the appearance of activated proteases in the cytoplasm. The correlation between AD diagnosis and the density of amyloid aggregates occurs because both amyloid cytotoxicity and extracellular aggregate formation stem from cellular amyloid uptake. To reflect key processes, we call this framework the Amyloid Degradation Toxicity Hypothesis of Alzheimer's Disease. It explains various phenomena and paradoxes associated with AD pathobiology across molecular, cellular, and biomarker levels. The hypothesis also highlights the limitations of current AD biomarkers and suggests new diagnostic and prognostic tools based on disease pathogenesis. Additionally, the framework identifies potential pharmacological targets for preventing disease progression.

该手稿描述了如何利用现有的实验和临床数据解读阿尔茨海默病(AD)综合假说的框架。首先,淀粉样蛋白生物标志物分析和稳定同位素标记动力学(SILK)研究表明,AD诊断与β -淀粉样蛋白细胞摄取增加之间存在相关性。由于β -淀粉样蛋白必须被细胞吸收才能产生毒性,它的吸收速率与神经退行性变有关。此外,由于间质液中β -淀粉样蛋白水平低,聚集种子不能在细胞外形成,但可以在溶酶体内形成。因此,细胞外聚集体的密度与细胞淀粉样蛋白摄取率呈正相关。该模型将β -淀粉样蛋白细胞毒性和聚集与细胞摄取联系起来,准确地预测了人群中的AD诊断模式。第二,β -淀粉样蛋白通过内吞作用进入细胞。内吞β -淀粉样蛋白诱导溶酶体通透性,而不发生质膜损伤,并解释了暴露于细胞外β -淀粉样蛋白后细胞内离子干扰(包括钙超载)的原因。通透性是由全长β -淀粉样蛋白水解产生的淀粉样蛋白片段在溶酶体膜上形成的通道引起的。一些膜通道大到足以使组织蛋白酶渗漏到细胞质中,引起坏死或细胞凋亡。此外,溶酶体漏钙引起的局部胞质钙浓度峰值可激活钙蛋白酶,导致细胞死亡。在存活的细胞中,受损溶酶体的积累导致自噬失败和线粒体循环缓慢,促进活性氧的产生和进一步的细胞损伤。在这个框架下,AD的病因是由溶酶体中产生的淀粉样蛋白片段形成的膜通道。其发病机制包括溶酶体渗透和细胞质中出现活化蛋白酶。AD诊断与淀粉样蛋白聚集密度之间的相关性是因为淀粉样蛋白细胞毒性和细胞外聚集形成都源于细胞淀粉样蛋白摄取。为了反映关键过程,我们将这一框架称为阿尔茨海默病淀粉样蛋白降解毒性假说。它解释了与AD病理生物学相关的各种现象和悖论,涉及分子、细胞和生物标志物水平。该假设还强调了当前AD生物标志物的局限性,并提出了基于疾病发病机制的新诊断和预后工具。此外,该框架确定了预防疾病进展的潜在药理学靶点。
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引用次数: 0
Exploring the Neuroprotective Potential of Polyphenolic Compounds in Mitigating Quinolinic Acid-Induced Neurotoxicity in Alzheimer's Disease. 探索多酚类化合物在减轻喹啉酸诱导的阿尔茨海默病神经毒性中的神经保护潜力。
IF 1.9 Pub Date : 2025-01-01 DOI: 10.2174/0115672050383383250529100802
Pallav Gandhi, Shital Panchal

Background: Quinolinic Acid (QA), a neurotoxic metabolite in the kynurenine pathway, contributes to neuronal damage, oxidative stress, and neuroinflammation, playing a key role in Alzheimer's Disease (AD) pathogenesis. This study investigates the neuroprotective potential of polyphenolic compounds, particularly lycopene and a Curcumin-Zinc (Cur-Zn) complex, using in- -silico and in-vitro approaches targeting the kynurenine pathway.

Methodology: This study evaluated the neuroprotective potential of lycopene and Cur-Zn complex using in-silico and in-vitro approaches. Molecular docking was performed to assess their binding affinities with the kynurenine pathway enzymes, and in-vitro neuroprotection assays on N2a cells measured their efficacy against QA-induced oxidative stress.

Results: Docking analysis revealed strong binding affinities of Cur-Zn and lycopene to IDO1 and KMO, with fitness scores of 143.11 and 126.41, respectively, indicating their potential as enzyme- specific inhibitors. Lycopene exhibited the most potent neuroprotective effect (IC50 = 0.63 μM), followed by Cur-Zn (1.59 μM). Both compounds significantly reduced QA-induced ROS levels, as confirmed by DCFDA fluorescence imaging. Additionally, they upregulated KAT and QPRT enzymes, promoting neuroprotective metabolite production.

Discussion: Lycopene and Cur-Zn effectively modulate key kynurenine pathway enzymes while mitigating oxidative stress, supporting their potential as neuroprotective agents. Although bisabolol and bromelain exhibited some efficacy, their effects were comparatively lower.

Conclusion: Lycopene and Cur-Zn are promising candidates for AD therapy, demonstrating not only anti-oxidant activity but also a capacity to minimise the neurotoxic effects of QA, offering a dual mechanism of action. Further, in-vivo studies are needed to validate their therapeutic potential in neurodegenerative diseases.

背景:喹啉酸(QA)是犬尿氨酸通路中的一种神经毒性代谢物,可导致神经元损伤、氧化应激和神经炎症,在阿尔茨海默病(AD)的发病机制中起关键作用。本研究研究了多酚类化合物的神经保护潜力,特别是番茄红素和姜黄素锌(Curcumin-Zinc, cu - zn)复合物,使用硅和体外方法靶向犬尿氨酸途径。方法:本研究通过计算机和体外方法评估番茄红素和cu - zn复合物的神经保护潜力。通过分子对接来评估它们与犬尿氨酸途径酶的结合亲和力,并对N2a细胞进行体外神经保护实验,测量它们对qa诱导的氧化应激的功效。结果:对接分析显示,cu - zn和番茄红素对IDO1和KMO具有较强的结合亲和力,适应度评分分别为143.11和126.41,表明它们具有作为酶特异性抑制剂的潜力。番茄红素的神经保护作用最强(IC50 = 0.63 μM),其次是cu - zn (1.59 μM)。DCFDA荧光成像证实,这两种化合物均可显著降低qa诱导的ROS水平。此外,它们上调KAT和QPRT酶,促进神经保护代谢物的产生。讨论:番茄红素和铜锌有效调节关键犬尿氨酸途径酶,同时减轻氧化应激,支持其作为神经保护剂的潜力。比索洛尔和菠萝蛋白酶虽有一定疗效,但效果相对较低。结论:番茄红素和cu - zn是阿尔茨海默病治疗的有希望的候选者,不仅具有抗氧化活性,而且具有将QA的神经毒性作用降至最低的能力,提供双重作用机制。此外,还需要进行体内研究来验证它们在神经退行性疾病中的治疗潜力。
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引用次数: 0
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Current Alzheimer research
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