Current Alzheimer research最新文献

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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。
Current Alzheimer research Pub Date : 2025-07-16 DOI: 10.2174/0115672050381989250626071304
Rakesh Bhaskar, Kannan Badri Narayanan, Krishna Kumar Singh, Sung Soo Han
{"title":"Mapping the Connection Between Circadian Rhythms, Metabolism, and Neurodegeneration: Exploring Therapeutic Strategies.","authors":"Rakesh Bhaskar, Kannan Badri Narayanan, Krishna Kumar Singh, Sung Soo Han","doi":"10.2174/0115672050381989250626071304","DOIUrl":"https://doi.org/10.2174/0115672050381989250626071304","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144661507","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
Effective Analysis of Alzheimer's Disease and Mechanisms of Methyl-4- Hydroxybenzoate using Network Toxicology, Molecular Docking, and Machine Learning Strategies. 使用网络毒理学、分子对接和机器学习策略有效分析4-羟苯甲酸甲酯的阿尔茨海默病和机制。
Current Alzheimer research Pub Date : 2025-07-15 DOI: 10.2174/0115672050399031250623062112
Jianren Wen, Jingxuan Hu, Xue Yang, Feifei Luo, Guohui Zou
{"title":"Effective Analysis of Alzheimer's Disease and Mechanisms of Methyl-4- Hydroxybenzoate using Network Toxicology, Molecular Docking, and Machine Learning Strategies.","authors":"Jianren Wen, Jingxuan Hu, Xue Yang, Feifei Luo, Guohui Zou","doi":"10.2174/0115672050399031250623062112","DOIUrl":"https://doi.org/10.2174/0115672050399031250623062112","url":null,"abstract":"<p><strong>Introduction: </strong>Nowadays, the large increase in environmental pollutants has led to the occurrence and development of an increasing number of diseases. Studies have shown that exposure to environmental pollutants, such as methyl-4-hydroxybenzoate (MEP) may lead to Alzheimer's disease (AD). Therefore, the purpose of this study was to elucidate the complex effects and potential molecular mechanisms of environmental pollutants MEP on AD.</p><p><strong>Methods: </strong>Through exhaustive exploration of databases, such as ChEMBL, STITCH, SwissTarget- Prediction, and Gene Expression Omnibus DataSets (GEO DataSets), we have identified a comprehensive list of 46 potential targets closely related to MEP and AD. After rigorous screening using the STRING platform and Cytoscape software, we narrowed the list to nine candidate targets and ultimately identified six hub targets using three proven machine learning methods (LASSO, RF, and SVM): CREBBP, BCL6, CXCR4, GRIN1, GOT2, and ITGA5. The \"clusterProfiler\" R package was used to conduct GO and KEGG enrichment analysis. At the same time, we also constructed disease prediction models for core genes. At last, six hub targets were executed molecular docking.</p><p><strong>Results: </strong>We derived 46 key target genes related to MEP and AD and conducted gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. MEP might play a role in AD by affecting the pathways of neuroactive ligand-receptor interaction. Nine genes were screened as pivotal targets, followed by machine learning methods to identify six hub targets. Molecular docking analysis showed a good binding ability between MEP and CREBBP, BCL6, CXCR4, GRIN1, GOT2 and ITGA5. In addition, changes in the immune microenvironment revealed a significant impact of immune status on AD.</p><p><strong>Discussions: </strong>This study revealed that MEP may induce AD through multiple mechanisms, such as oxidative stress, neurotoxicity, and immune regulation, and identified six core targets (CREBBP, BCL6, etc.) and found that they are related to changes in the immune microenvironment, such as T cells and B cells, providing new molecular targets for AD intervention.</p><p><strong>Conclusion: </strong>Overall, CREBBP, BCL6, CXCR4, GRIN1, GOT2, and ITGA5 have been identified as the crucial targets correlating with AD. Our findings provide a theoretical framework for understanding the complex molecular mechanisms underlying the effects of MEP on AD and provide insights for the development of prevention and treatment of AD caused by exposure to MEP.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144651712","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
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。
Current Alzheimer research Pub Date : 2025-07-14 DOI: 10.2174/0115672050393875250626065205
Ricardo Castillo-Velázquez, Julio E Castañeda-Delgado, Mariana H García-Hernández, Bruno Rivas-Santiago, Sofia Ruiz-Hernández, Eyra Liliana Ortiz-Pérez, Juan C López-Alvarenga, Gildardo Rivera, Edgar E Lara-Ramírez
{"title":"Identification of MicroRNA Drug Targets for Alzheimer's and Diabetes Mellitus Using Network Medicine.","authors":"Ricardo Castillo-Velázquez, Julio E Castañeda-Delgado, Mariana H García-Hernández, Bruno Rivas-Santiago, Sofia Ruiz-Hernández, Eyra Liliana Ortiz-Pérez, Juan C López-Alvarenga, Gildardo Rivera, Edgar E Lara-Ramírez","doi":"10.2174/0115672050393875250626065205","DOIUrl":"https://doi.org/10.2174/0115672050393875250626065205","url":null,"abstract":"<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>AD and T2D shared a small 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.</p><p><strong>Discussion: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144639224","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 Interaction between Oligodendrocytes and Aβ in Alzheimer's Disease. 阿尔茨海默病少突胶质细胞与Aβ的相互作用。
Current Alzheimer research Pub Date : 2025-07-07 DOI: 10.2174/0115672050401966250625171338
Wenjing Wang, Xueyan Huang, Zucai Xu, Changyin Yu
{"title":"The Interaction between Oligodendrocytes and Aβ in Alzheimer's Disease.","authors":"Wenjing Wang, Xueyan Huang, Zucai Xu, Changyin Yu","doi":"10.2174/0115672050401966250625171338","DOIUrl":"https://doi.org/10.2174/0115672050401966250625171338","url":null,"abstract":"<p><p>Oligodendrocytes (OLs) are the primary myelinating cells in the central nervous system (CNS), responsible for maintaining the rapid conduction of nerve signals and ensuring neuronal stability through metabolic and nutritional support. Recent studies have reported that OLs are also involved in the development and progression of Alzheimer's disease (AD), particularly in the production and clearance of amyloid-beta (Aβ), exhibiting complex and critical regulatory functions. While traditional research has predominantly focused on the roles of neurons and microglia in Aβ metabolism, recent evidence indicates that OLs engage in a complex bidirectional interaction with Aβ in AD. On the one hand, OLs can produce Aβ, frequently generating aggregated and highly toxic Aβ42, which contributes to plaque expansion and disease progression. On the other hand, neuronderived Aβ exerts a concentration-dependent dual effect on OLs. At high concentrations, it induces oxidative stress and cell apoptosis, while at low concentrations, it promotes their differentiation and myelin repair functions. Therefore, OLs serve as both a \"source\" and a \"target\" of Aβ production and response, making them a key factor in AD pathogenesis. This review discusses the interaction between OLs and Aβ in AD, aiming to provide new perspectives on targeting OLs for AD therapy. Given the dual role of OLs in Aβ metabolism, targeting OLs dysfunction and the regulatory mechanisms underlying Aβ production and clearance could provide novel therapeutic strategies for AD. Future research should investigate the roles of specific OL populations (including oligodendrocyte precursor cells (OPCs), pre-myelinating OLs, and mature OLs) in Aβ generation and metabolism, focusing on the signaling pathways involved. Additionally, the molecular mechanisms by which OLs regulate other glial cells, such as astrocytes and microglia, through intercellular signaling to facilitate Aβ clearance and maintain neuroglial homeostasis warrant further exploration.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144586051","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
Comprehending Alzheimer's Disease: Molecular Mechanisms and Treatment Strategies. 认识阿尔茨海默病:分子机制和治疗策略。
Current Alzheimer research Pub Date : 2025-07-04 DOI: 10.2174/0115672050368798250626075628
Sunny Rathee, Vishal Pandey, Sakshi Soni, Debasis Sen, Sanjay K Jain
{"title":"Comprehending Alzheimer's Disease: Molecular Mechanisms and Treatment Strategies.","authors":"Sunny Rathee, Vishal Pandey, Sakshi Soni, Debasis Sen, Sanjay K Jain","doi":"10.2174/0115672050368798250626075628","DOIUrl":"https://doi.org/10.2174/0115672050368798250626075628","url":null,"abstract":"<p><p>Alzheimer's disease (AD) is a complex neurodegenerative disorder and a growing global health challenge, driven by increasing life expectancy and an aging population. This review provides a comprehensive exploration of AD pathophysiology, integrating current hypotheses such as the amyloid cascade, tau protein pathology, cholinergic dysfunction, neuroinflammation, vascular contributions, and potential infection-related mechanisms. The multifactorial etiology of AD, encompassing genetic predispositions and environmental factors, underscores its intricate nature. This study delves into the diagnostic advancements, including the identification and utilization of biomarkers for early detection and disease monitoring. Therapeutic approaches are critically evaluated, highlighting anti-amyloid and anti-tau strategies, alongside emerging innovations in stem cell therapy and nanobiotechnology. A detailed examination of clinical trials offers insights into the achievements and setbacks of translating research into effective treatments. By synthesizing epidemiological trends, molecular mechanisms, and therapeutic developments, this review aims to advance our understanding of AD and foster collaborative efforts to develop transformative solutions. It emphasizes the urgency of addressing this multifaceted disease, presenting a nuanced perspective on its complexity while illuminating future directions for research and clinical practice.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144577509","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
Alterations of Mitophagy (BNIP3), Apoptosis (CASP3), and Autophagy (BECN1) Genes in the Frontal Cortex in an Ischemic Model of Alzheimer's Disease with Long-Term Survival. 长期存活的阿尔茨海默病缺血性模型额叶皮层中线粒体自噬(BNIP3)、细胞凋亡(CASP3)和自噬(BECN1)基因的改变
Current Alzheimer research Pub Date : 2025-07-02 DOI: 10.2174/0115672050385480250619045022
Ryszard Pluta, Janusz Kocki, Anna Bogucka Kocka, Jacek Bogucki, Stanisław J Czuczwar
{"title":"Alterations of Mitophagy (BNIP3), Apoptosis (CASP3), and Autophagy (BECN1) Genes in the Frontal Cortex in an Ischemic Model of Alzheimer's Disease with Long-Term Survival.","authors":"Ryszard Pluta, Janusz Kocki, Anna Bogucka Kocka, Jacek Bogucki, Stanisław J Czuczwar","doi":"10.2174/0115672050385480250619045022","DOIUrl":"https://doi.org/10.2174/0115672050385480250619045022","url":null,"abstract":"<p><strong>Introduction: </strong>Currently, there is no information on changes in the mitophagy (BNIP3), apoptosis (CASP3), and autophagy (BECN1) genes in the frontal cortex after brain ischemia with animal survival for 2 years. Furthermore, it is not known whether the BNIP3, CASP3, and BECN1 genes possess any influence on neurons in the frontal cortex due to ischemia.</p><p><strong>Aim: </strong>The goal of the investigation was to evaluate alterations in the behavior of BNIP3, CASP3, and BECN1 genes in the frontal cortex following ischemia with survival of 2 years.</p><p><strong>Materials and methods: </strong>Gene expression was assessed using an RT-PCR protocol at 2-30 days and 6-24-months after ischemia.</p><p><strong>Results: </strong>BECN1 gene expression after ischemic injury was lower than the controlgroup during 7-30- days and 18 months, whereas overexpression was noted after 2 days, 6-, 12- and 24 months. In the case of BNIP3 gene expression, it was lower than the control group for 2-7 days and higher than the control throughout the remaining time after ischemia. Increased expression of the CASP3 gene was observed except on days 7-30 following ischemia when its expression was lower compared to control values.</p><p><strong>Discussion: </strong>The data seem to indicate that the observed changes in gene expression may reflect the activation and inhibition of different mechanisms involved in the advancement of neurodegeneration after ischemia.</p><p><strong>Conclusion: </strong>Overexpression of BECN1gene is likely to be associated with the induction of neuroprotective phenomena, whereas overexpression of BNIP3 and CASP3 genes can cause harmful effects.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144562532","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
History of Senile Dementia from the Antiquity to the Beginning of the Modern Age. 老年痴呆症的历史从古代到现代之初。
Current Alzheimer research Pub Date : 2025-07-02 DOI: 10.2174/0115672050387224250615171055
Francesco Raudino
{"title":"History of Senile Dementia from the Antiquity to the Beginning of the Modern Age.","authors":"Francesco Raudino","doi":"10.2174/0115672050387224250615171055","DOIUrl":"https://doi.org/10.2174/0115672050387224250615171055","url":null,"abstract":"<p><strong>Aim: </strong>This study aims, to trace the history of age-associated dementia from the earliest historical periods to the beginning of the modern age.</p><p><strong>Background: </strong>Since the medical literature prior to the early 19th century is relatively scarce, the near absence of senile dementia has been hypothesized.</p><p><strong>Objective: </strong>Verify the prevalence of senile dementia across different historical periods.</p><p><strong>Method: </strong>Beyond the medical literature, reviewed papers addressing legal and social aspects were examined to provide a comprehensive overview of the subject.</p><p><strong>Results: </strong>While the medical literature on the subject is limited, there are a greater abundance of sources discussing social and legislative aspects. The scientific study of dementia had began only in the early 1800s.</p><p><strong>Conclusion: </strong>In ancient times, dementia was not particularly rare, but it was often overlooked, as it was considered an inevitable consequence of aging.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144562533","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
Serum Biomarkers of Vascular Dysfunction, Neuropsychiatric Symptoms, and Clinical Severity of Alzheimer's Disease: A Cross-sectional Study. 血管功能障碍、神经精神症状和阿尔茨海默病临床严重程度的血清生物标志物:一项横断面研究
Current Alzheimer research Pub Date : 2025-06-25 DOI: 10.2174/0115672050384313250612045355
Antonina Luca, Antonis Politis, Maria Luca, Raffaele Ferri, Margherita Grasso, Filippo Drago, Alessandra Nicoletti, Alessandro Serretti
{"title":"Serum Biomarkers of Vascular Dysfunction, Neuropsychiatric Symptoms, and Clinical Severity of Alzheimer's Disease: A Cross-sectional Study.","authors":"Antonina Luca, Antonis Politis, Maria Luca, Raffaele Ferri, Margherita Grasso, Filippo Drago, Alessandra Nicoletti, Alessandro Serretti","doi":"10.2174/0115672050384313250612045355","DOIUrl":"https://doi.org/10.2174/0115672050384313250612045355","url":null,"abstract":"<p><strong>Introduction: </strong>The aim of this study was to assess the relationship between serum biomarkers of vascular dysfunction and neuropsychological performance in Alzheimer's disease (AD) patients.</p><p><strong>Materials and methods: </strong>In this cross-sectional observational study, outpatients with AD who were referred to the Neuropsychiatry Clinic of the Eginition Hospital in Athens from January 2006 to December 2006 were consecutively enrolled. All the participants underwent a neuropsychological assessment. The serum concentrations of Apolipoprotein A1 (ApoA1), Vascular Cell Adhesion Molecule 1 (VCAM- 1), Intercellular Adhesion Molecule 1 (ICAM-1), Lipoprotein-A (LpA), and C-Reactive Protein (CR-P) were determined.</p><p><strong>Results: </strong>Fifty-six AD patients were enrolled. ApoA1 was correlated with Mini Mental State Examination (MMSE) and AD Cooperative Study-Activities of Daily Living (ADCS-ADL). Combined biomarkers were correlated with MMSE, Neuropsychiatry Inventory, Clinical Dementia Rating Scale, and ADCS-ADL.</p><p><strong>Discussion: </strong>Our study highlights the association between serum biomarkers of vascular dysfunction- specifically ApoA1, VCAM-1, ICAM-1, LpA, and CRP-and the cognitive and behavioral features of Alzheimer's Disease.</p><p><strong>Conclusion: </strong>These findings suggest that assessing vascular biomarkers may offer valuable insights into the pathophysiological mechanisms underlying cognitive and behavioral decline in AD.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144510210","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。
Current Alzheimer research Pub Date : 2025-06-18 DOI: 10.2174/0115672050373821250612053943
K Amsavalli, S Kanaga Suba Raja, S Sudha
{"title":"RESIGN: Alzheimer's Disease Detection Using Hybrid Deep Learning based Res-Inception Seg Network.","authors":"K Amsavalli, S Kanaga Suba Raja, S Sudha","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":""},"PeriodicalIF":0.0,"publicationDate":"2025-06-18","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
Efficacy of Sodium Valproate in Behavioral and Psychological Symptoms of Dementia: A Retrospective Observational Study from PUMCH Dementia Cohort. 丙戊酸钠对痴呆行为和心理症状的疗效:来自PUMCH痴呆队列的回顾性观察研究
Current Alzheimer research Pub Date : 2025-06-16 DOI: 10.2174/0115672050383192250610115920
Yuyue Qiu, Li Shang, Tianyi Wang, Yuhan Jiang, Jialu Bao, Wenjun Wang, Bo Li, Yixuan Huang, Liling Dong, Chenhui Mao, Jing Gao
{"title":"Efficacy of Sodium Valproate in Behavioral and Psychological Symptoms of Dementia: A Retrospective Observational Study from PUMCH Dementia Cohort.","authors":"Yuyue Qiu, Li Shang, Tianyi Wang, Yuhan Jiang, Jialu Bao, Wenjun Wang, Bo Li, Yixuan Huang, Liling Dong, Chenhui Mao, Jing Gao","doi":"10.2174/0115672050383192250610115920","DOIUrl":"https://doi.org/10.2174/0115672050383192250610115920","url":null,"abstract":"<p><strong>Introduction: </strong>Behavioral and Psychological Symptoms of Dementia (BPSD) pose significant challenges for individuals with dementia and their caregivers. Agitation symptoms, in particular, present a complex management dilemma as there is a lack of consensus regarding pharmacotherapy, specifically with respect to the controversial use of valproate formulations. This study aims to assess the effectiveness of valproate treatment in addressing BPSD, with a specific focus on managing agitation symptoms in individuals with dementia.</p><p><strong>Methods: </strong>A retrospective analysis was conducted at Peking Union Medical College Hospital (PUMCH) on patients diagnosed with BPSD who received valproate formulations between 2013 and 2023. Patients were classified into 'effective,' 'ineffective,' and 'unknown' groups based on their response to valproate treatment, and the distribution of BPSD symptoms between the effective and ineffective groups was compared.</p><p><strong>Results: </strong>Among the 116 patients studied, 62.1% exhibited effective responses, 12.1% showed ineffectiveness, and 25.9% had uncertain outcomes with valproate therapy. While the effective group displayed a higher prevalence of agitation symptoms and other behaviors like wandering, restricted and repetitive behaviors, and sleep disturbances compared to the ineffective group, these differences did not reach statistical significance (p = 0.156, 1.000, 0.899, 0.283). Patients in the ineffective group were more likely to experience aggression with comorbid psychotic symptoms compared to those in the effective group (p = 0.023).</p><p><strong>Conclusion: </strong>The findings suggest that tailored valproate treatment at low doses may be beneficial in managing agitation without psychosis in Asian BPSD patients. Further validation through randomized controlled trials is essential to substantiate these observations.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144328306","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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