Current Alzheimer research最新文献

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Correlations between Cerebrospinal Fluid Biomarkers and Gray Matter Atrophy in Alzheimer's and Behavioural Variant Frontotemporal Dementia. 阿尔茨海默氏症和行为变异性额颞叶痴呆症患者脑脊液生物标志物与灰质萎缩之间的相关性
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050330903240919074725
Gaetano Scianatico, Valerio Manippa, Domenico Zaca, Jorge Jovicich, Benedetta Tafuri, Davide Rivolta, Giancarlo Logroscino
{"title":"Correlations between Cerebrospinal Fluid Biomarkers and Gray Matter Atrophy in Alzheimer's and Behavioural Variant Frontotemporal Dementia.","authors":"Gaetano Scianatico, Valerio Manippa, Domenico Zaca, Jorge Jovicich, Benedetta Tafuri, Davide Rivolta, Giancarlo Logroscino","doi":"10.2174/0115672050330903240919074725","DOIUrl":"10.2174/0115672050330903240919074725","url":null,"abstract":"<p><strong>Introduction: </strong>Distinguishing between frontotemporal dementia (FTD) and Alzheimer's disease (AD) in their early stages remains a significant clinical challenge. Cerebrospinal fluid (CSF) biomarkers (total Tau, phosphorylated Tau, and beta-amyloid) are promising candidates for identifying early differences between these conditions. This study investigates the relationship between grey matter density and CSF markers in the behavioural variant of frontotemporal dementia (bvFTD) and Alzheimer's disease (AD).</p><p><strong>Method: </strong>CSF and 3D T1-weighted magnetic resonance (MR) images were acquired from 14 bvFTD patients, 15 AD patients, and 13 cognitively normal (CN) matched subjects. The CSF markers and their relative ratios (total Tau/beta-amyloid, phosphorylated Tau/beta-amyloid) were compared across the three groups. Voxel-based morphometry (VBM) was performed to characterize the anatomical changes in bvFTD and AD patients compared to CN subjects. Grey matter density maps were obtained by automatic segmentation of 3.0 Tesla 3D T1-Weighted MR Images, and their correlation with CSF markers and relative ratios was investigated.</p><p><strong>Results: </strong>Results demonstrated that, as compared to CN subjects, AD patients are characterised by higher CSF total Tau levels and lower beta-amyloid levels; however, beta-amyloid and relative ratios discriminated AD from bvFTD. In addition, AD and bvFTD patients showed different patterns of atrophy, with AD exhibiting more central (temporal areas) and bvFTD more anterior (frontal areas) atrophy. A correlation was found between grey matter density maps and CSF marker concentrations in the AD group, with total Tau and phosphorylated Tau levels showing a high association with low grey matter density in the left superior temporal gyrus.</p><p><strong>Conclusion: </strong>Overall, while bvFTD lacks a CSF marker profile, CSF beta-amyloid levels are useful for differentiating AD from bvFTD. Furthermore, MR structural imaging can contribute significantly to distinguishing between the two pathologies.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"371-383"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515752","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
Apathy Associated with Alzheimer's Disease. 与阿尔茨海默病相关的冷漠。
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050350970241216072400
Dan Wu, Bo Zhang, Yajuan Chang, Shuming Huang
{"title":"Apathy Associated with Alzheimer's Disease.","authors":"Dan Wu, Bo Zhang, Yajuan Chang, Shuming Huang","doi":"10.2174/0115672050350970241216072400","DOIUrl":"10.2174/0115672050350970241216072400","url":null,"abstract":"<p><strong>Introduction/objective: </strong>Apathy is a multidimensional and complex disease that is the primary neuropsychiatric symptom among those diagnosed with Alzheimer's disease (AD). Yet, apathy in AD is sometimes underestimated.</p><p><strong>Methods: </strong>A systematic literature review was conducted using databases such as PubMed, Scopus, and Web of Science. The search utilized specific keywords related to apathy and Alzheimer's disease (e.g., \"apathy,\" \"Alzheimer's disease,\" \"neuropsychiatric symptoms,\" \"front-striatal circuitry\"). The studies were selected based on pre-defined criteria, including publication date (within the last 10 years), peer-reviewed status, and relevance to neurobiological, neurochemical, and behavioral aspects of apathy in AD. The articles were screened through title and abstract reviews, followed by full-text evaluations to ensure they met the inclusion criteria, such as relevance to apathy in Alzheimer's patients, study design rigor, and methodological quality.</p><p><strong>Results: </strong>Some research on the behavioral and neurobiological characteristics of apathy in AD points to the role of the front-striatal circuitry, particularly the anterior cingulate cortex (ACC). In addition, we reviewed the neurochemical, neuropsychological, and neuropathological characteristics believed to be associated with apathy symptoms.</p><p><strong>Conclusion: </strong>The findings indicate that understanding the intricate neurobiological underpinnings of apathy in AD is crucial for developing targeted interventions. Our analysis suggests that a multimodal approach, incorporating both pharmacological and personalized non-pharmacological strategies, could enhance therapeutic efficacy and improve patient outcomes. This highlights the need for future research to explore these combined treatment modalities and their potential to alleviate apathy in AD patients.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"527-537"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142884011","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
Plant Soup Formulations Show Cholinesterase Inhibition Potential in the Prevention of Alzheimer's Disease. 植物汤配方在预防阿尔茨海默病方面显示出抑制胆碱酯酶的潜力。
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050306101240321050146
Dorota Gajowniczek-Ałasa, Dominik Szwajgier, Ewa Baranowska-Wójcik
{"title":"Plant Soup Formulations Show Cholinesterase Inhibition Potential in the Prevention of Alzheimer's Disease.","authors":"Dorota Gajowniczek-Ałasa, Dominik Szwajgier, Ewa Baranowska-Wójcik","doi":"10.2174/0115672050306101240321050146","DOIUrl":"10.2174/0115672050306101240321050146","url":null,"abstract":"<p><strong>Background: </strong>As the cholinesterase theory is a prominent hypothesis underlying our current understanding of Alzheimer's disease (AD), the goal of this study was to compose functional vegan lunchtime soups with potential health benefits in the prevention of AD (in the context of cholinesterase inhibition).</p><p><strong>Materials and methods: </strong>The potential of 36 edible plant raw materials in terms of acetyl- and butyrylcholinesterase inhibition was investigated using a 96-well microplate reader. The most promising ingredients were combined to obtain 18 palatable vegetable soup recipes with 6 dominant flavor, appearance, and aroma variants. To shortlist candidates for in-depth analysis and potential consideration in industrial production, our team performed a sensory analysis of the soups.</p><p><strong>Results: </strong>The white boletus soup exhibited the highest potential for cholinesterase inhibition, further bolstered by the inclusion of other ingredients known for their elevated capacity to inhibit both AChE and BChE. Ingredients such as blackthorn (<i>Prunus spinosa</i>), garlic, and white potato contributed significantly to this inhibitory effect (nearly 100% of AChE inhibition). Notably, intriguing results were also observed for asparagus soup, despite the fact that the inhibitory potential of asparagus itself is negligible compared to other raw materials. The success of the asparagus soup lies in the meticulous selection of various ingredients, each contributing to its overall effectiveness. It was observed that mushroom soups scored the highest in this respect, while the team members' response to nettle soup was the least favorable.</p><p><strong>Conclusion: </strong>The outcomes of our study should serve as a catalyst for further exploration of this important research domain. Our current research focuses on deeper insights into the potential of comprehensive meal options. Furthermore, the synergy/antagonism/non-interaction between respective soup ingredients as well as elements of individual soups' chemical composition is a very interesting topic currently under our intensive scientific investigation.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"81-89"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140208776","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
Proton Pump Inhibitors and Cognitive Health: Review on Unraveling the Dementia Connection and Co-morbid Risks. 质子泵抑制剂与认知健康:解读痴呆症的关联性和共病风险综述》。
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050289946240223050737
Zuber Khan, Sidharth Mehan, Mohd Anas Saifi, Ghanshyam Das Gupta, Acharan S Narula, Reni Kalfin
{"title":"Proton Pump Inhibitors and Cognitive Health: Review on Unraveling the Dementia Connection and Co-morbid Risks.","authors":"Zuber Khan, Sidharth Mehan, Mohd Anas Saifi, Ghanshyam Das Gupta, Acharan S Narula, Reni Kalfin","doi":"10.2174/0115672050289946240223050737","DOIUrl":"10.2174/0115672050289946240223050737","url":null,"abstract":"<p><p>Dementia, an international health issue distinguished by the impairment of daily functioning due to cognitive decline, currently affects more than 55 million people worldwide, with the majority residing in low-income and middle-income countries. Globally, dementia entails significant economic burdens in 2019, amounting to a cost of 1.3 trillion US dollars. Informal caregivers devote considerable hours to providing care for those affected. Dementia imposes a greater caregiving and disability-adjusted life-year burden on women. A recent study has established a correlation between prolonged Proton Pump Inhibitor (PPI) usage and dementia, in addition to other neurodegenerative conditions. PPIs are frequently prescribed to treat peptic ulcers and GERD (gastroesophageal reflux disease) by decreasing stomach acid secretion. They alleviate acid-related symptoms through the inhibition of acid-secreting H<sup>+</sup>-K<sup>+</sup> ATPase. In a number of observational studies, cognitive decline and dementia in the elderly have been linked to the use of PPIs. The precise mechanism underlying this relationship is unknown. These drugs might also alter the pH of brain cells, resulting in the accumulation of amyloid-beta (Aβ) peptides and the development of Alzheimer's disease (AD). Despite the compelling evidence supporting the association of PPIs with dementia, the results of studies remain inconsistent. The absence of a correlation between PPI use and cognitive decline in some studies emphasizes the need for additional research. Chronic PPI use can conceal underlying conditions, including cancer, celiac disease, vitamin B12 deficiency, and renal injury, highlighting dementia risk and the need for further investigations on cognitive health.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"739-757"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11107432/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139998798","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
Age-Related Differences in the Association between Life's Essential 8 and Cognition in Cognitively Normal Adults: The CABLE Study. 认知正常的成年人生活必需品 8 与认知之间的年龄差异:CABLE 研究。
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050349431241014064036
Lian Tang, Ling-Zhi Ma, Sun Cheng-Kun, Rong Guo, Lan Tan, Meng-Shan Tan
{"title":"Age-Related Differences in the Association between Life's Essential 8 and Cognition in Cognitively Normal Adults: The CABLE Study.","authors":"Lian Tang, Ling-Zhi Ma, Sun Cheng-Kun, Rong Guo, Lan Tan, Meng-Shan Tan","doi":"10.2174/0115672050349431241014064036","DOIUrl":"10.2174/0115672050349431241014064036","url":null,"abstract":"<p><strong>Background: </strong>This study investigated the relationship between Life's Essential 8 (LE8), a recently updated lifestyle-related health factor, and cognition across multiple life stages.</p><p><strong>Methods: </strong>We enrolled 1098 cognitively normal participants from the Chinese Alzheimer's Biomarker and Lifestyle (CABLE) study. We investigated the interactions between age and LE8 on cognition. Multiple linear regression models were utilized to explore the relationship between the LE8 total scores and its two subscales scores with cognition in the total sample, as well as in the mid-age (≤65 years) and the late-age (>65 years) subgroups. In addition, mediation analyses were performed to explore the biologically plausible pathways between LE8 and cognition.</p><p><strong>Results: </strong>There was a significant interaction effect between age and LE8 total scores on MOCA score (P = 0.030). The mid-age subgroup showed a positive correlation between LE8 total scores and CM-MMSE (β = 0.110, P = 0.005) and MOCA (β = 0.112, P = 0.005) scores. However, no significant associations were found in the late-age subgroup. In the mid-age subgroup, CSF p-tau partially mediated the relationship between LE8 total scores and its two subscales and cognition, with a mediation proportion ranging from 6% to 12%.</p><p><strong>Conclusion: </strong>Our findings revealed that the association of the LE8 total scores with MOCA and CM-MMSE scores were significant in mid-age adults rather than late-age adults, indicating that the association might be age-specific and emphasizing the importance of lifestyle interventions in mid-life.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"411-422"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142690224","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
Acetyl-L-Carnitine Aids in Preservation of Cholinergic Neurons and Memory in the Drosophila melanogaster Model of Alzheimer's Disease. 乙酰左旋肉碱对阿尔茨海默病黑腹果蝇模型胆碱能神经元和记忆的保护作用
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050347906241203075930
Olga I Bolshakova, Alexandra D Slobodina, Elizaveta E Slepneva, Svetlana V Sarantseva
{"title":"Acetyl-L-Carnitine Aids in Preservation of Cholinergic Neurons and Memory in the <i>Drosophila melanogaster</i> Model of Alzheimer's Disease.","authors":"Olga I Bolshakova, Alexandra D Slobodina, Elizaveta E Slepneva, Svetlana V Sarantseva","doi":"10.2174/0115672050347906241203075930","DOIUrl":"10.2174/0115672050347906241203075930","url":null,"abstract":"<p><strong>Background: </strong>The lack of effective therapy for the treatment of Alzheimer's disease demands both the search for new drugs and the reconsideration of already known substances currently used in other areas of medicine. <i>Drosophila melanogaster</i> offers the potential to model features of Alzheimer's disease, study disease mechanisms, and conduct drug screening.</p><p><strong>Objectives: </strong>The purpose of this work was to analyze the neuroprotective properties of the drug \"carnicetine\", which is an acetylated form of the natural low molecular weight compound L-carnitine. The drug is able to cross the blood-brain barrier and is currently used as a means of improving cellular metabolism.</p><p><strong>Methods: </strong>Using tissue-specific drivers, direct expression of amyloid beta peptide (42 amino acids) was exhibited in certain groups of neurons in the <i>Drosophila melanogaster</i> brain, namely in dopaminergic and cholinergic neurons. The effect of acetyl-L-carnitine (carnicetine) on the death of these neurons and the memory of flies was analyzed.</p><p><strong>Results: </strong>The expression of amyloid beta peptide in dopaminergic or cholinergic neurons resulted in neurodegeneration of cholinergic neurons in the <i>Drosophila</i> brain and memory impairment. The use of carnicetine added to animal food made it possible to treat these disorders. At the same time, no effect on dopaminergic neurons was noted.</p><p><strong>Conclusion: </strong>The data obtained confirmed the neuroprotective properties of the drug under study, demonstrating its participation in the restoration of the cholinergic system and the feasibility of using carnicetine for the treatment of Alzheimer's disease.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"557-565"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142884008","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
Recent Updates on Alzheimer's Disease: Pathogenesis, Pathophysiology, Molecular Approaches and Natural Bioactive Compounds Used in Contemporary Time to Alleviate Disease. 阿尔茨海默病的最新进展:发病机制、病理生理学、分子方法和当代用于缓解疾病的天然生物活性化合物。
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050361294241211071813
Arun Kumar Mishra, Alankar Srivastava, Varsha Raj, Vipin Saini, Gyas Khan, Harpreet Singh, Amrita Mishra, Sarvesh Paliwal
{"title":"Recent Updates on Alzheimer's Disease: Pathogenesis, Pathophysiology, Molecular Approaches and Natural Bioactive Compounds Used in Contemporary Time to Alleviate Disease.","authors":"Arun Kumar Mishra, Alankar Srivastava, Varsha Raj, Vipin Saini, Gyas Khan, Harpreet Singh, Amrita Mishra, Sarvesh Paliwal","doi":"10.2174/0115672050361294241211071813","DOIUrl":"10.2174/0115672050361294241211071813","url":null,"abstract":"<p><p>Alzheimer's disease (AD), characterised by gradual memory loss and neurodegeneration, is an important risk to global health. Despite the recent advances in the field of neuroscience, the complex biological mechanisms underlying the aetiology and pathology of AD have not been elucidated yet. The development of amyloid-beta plaques, hyperphosphorylation of tau protein, oxidative stress, and neuroinflammation have been identified as important components. The genesis of AD has been illuminated by advances in molecular techniques, which have shown the contributions of environmental, genetic, and epigenetic variables. Ongoing research is focused on the potential of bioactive compounds as therapeutic agents. Quercetin, epigallocatechin gallate, huperzine A, ginsenosides, omega-3 fatty acids, vitamin E, zinc, bacosides from brahmi, and withanolide A from ashwagandha are among the compounds that have demonstrated encouraging effects in modifying disease pathways. These bioactive substances demonstrate their potential for symptomatic relief by providing neuroprotective, antioxidant, anti-inflammatory, and cognitive-enhancing properties. The present review presents the recent findings on AD pathogenesis, molecular mechanisms, and the impact of natural compounds, offering a comprehensive perspective on current and emerging strategies for managing this debilitating condition.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"538-556"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142884023","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
ROCK Inhibitor Fasudil Attenuates Neuroinflammation and Associated Metabolic Dysregulation in the Tau Transgenic Mouse Model of Alzheimer's Disease. ROCK 抑制剂 Fasudil 可减轻 Tau 转基因阿尔茨海默病小鼠模型中的神经炎症和相关代谢失调。
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050317608240531130204
Xiaosen Ouyang, Roberto Collu, Gloria A Benavides, Ran Tian, Victor Darley-Usmar, Weiming Xia, Jianhua Zhang
{"title":"ROCK Inhibitor Fasudil Attenuates Neuroinflammation and Associated Metabolic Dysregulation in the Tau Transgenic Mouse Model of Alzheimer's Disease.","authors":"Xiaosen Ouyang, Roberto Collu, Gloria A Benavides, Ran Tian, Victor Darley-Usmar, Weiming Xia, Jianhua Zhang","doi":"10.2174/0115672050317608240531130204","DOIUrl":"10.2174/0115672050317608240531130204","url":null,"abstract":"<p><strong>Background: </strong>The pathological manifestations of Alzheimer's disease (AD) include not only brain amyloid β protein (Aβ) containing neuritic plaques and hyperphosphorylated tau (p-- tau) containing neurofibrillary tangles but also microgliosis, astrocytosis, and neurodegeneration mediated by metabolic dysregulation and neuroinflammation.</p><p><strong>Methods: </strong>While antibody-based therapies targeting Aβ have shown clinical promise, effective therapies targeting metabolism, neuroinflammation, and p-tau are still an urgent need. Based on the observation that Ras homolog (Rho)-associated kinases (ROCK) activities are elevated in AD, ROCK inhibitors have been explored as therapies in AD models. This study determines the effects of fasudil, a ROCK inhibitor, on neuroinflammation and metabolic regulation in the P301S tau transgenic mouse line PS19 that models neurodegenerative tauopathy and AD. Using daily intraperitoneal (i.p.) delivery of fasudil in PS19 mice, we observed a significant hippocampal-specific decrease of the levels of phosphorylated tau (pTau Ser202/Thr205), a decrease of GFAP+ cells and glycolytic enzyme Pkm1 in broad regions of the brain, and a decrease in mitochondrial complex IV subunit I in the striatum and thalamic regions.</p><p><strong>Results: </strong>Although no overt detrimental phenotype was observed, mice dosed with 100 mg/kg/day for 2 weeks exhibited significantly decreased mitochondrial outer membrane and electron transport chain (ETC) protein abundance, as well as ETC activities.</p><p><strong>Conclusion: </strong>Our results provide insights into dose-dependent neuroinflammatory and metabolic responses to fasudil and support further refinement of ROCK inhibitors for the treatment of AD.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"183-200"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141444016","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
hdWGCNA and Cellular Communication Identify Active NK Cell Subtypes in Alzheimer's Disease and Screen for Diagnostic Markers through Machine Learning. hdWGCNA 和细胞通讯识别阿尔茨海默病中活跃的 NK 细胞亚型,并通过机器学习筛选诊断标志物。
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050314171240527064514
Guobin Song, Haoyang Wu, Haiqing Chen, Shengke Zhang, Qingwen Hu, Haotian Lai, Claire Fuller, Guanhu Yang, Hao Chi
{"title":"hdWGCNA and Cellular Communication Identify Active NK Cell Subtypes in Alzheimer's Disease and Screen for Diagnostic Markers through Machine Learning.","authors":"Guobin Song, Haoyang Wu, Haiqing Chen, Shengke Zhang, Qingwen Hu, Haotian Lai, Claire Fuller, Guanhu Yang, Hao Chi","doi":"10.2174/0115672050314171240527064514","DOIUrl":"10.2174/0115672050314171240527064514","url":null,"abstract":"<p><strong>Background: </strong>Alzheimer's disease (AD) is a recognized complex and severe neurodegenerative disorder, presenting a significant challenge to global health. Its hallmark pathological features include the deposition of β-amyloid plaques and the formation of neurofibrillary tangles. Given this context, it becomes imperative to develop an early and accurate biomarker model for AD diagnosis, employing machine learning and bioinformatics analysis.</p><p><strong>Methods: </strong>In this study, single-cell data analysis was employed to identify cellular subtypes that exhibited significant differences between the diseased and control groups. Following the identification of NK cells, hdWGCNA analysis and cellular communication analysis were conducted to pinpoint NK cell subset with the most robust communication effects. Subsequently, three machine learning algorithms-LASSO, Random Forest, and SVM-RFE-were employed to jointly screen for NK cell subset modular genes highly associated with AD. A logistic regression diagnostic model was then designed based on these characterized genes. Additionally, a protein-protein interaction (PPI) networks of model genes was established. Furthermore, unsupervised cluster analysis was conducted to classify AD subtypes based on the model genes, followed by the analysis of immune infiltration in the different subtypes. Finally, Spearman correlation coefficient analysis was utilized to explore the correlation between model genes and immune cells, as well as inflammatory factors.</p><p><strong>Results: </strong>We have successfully identified three genes (RPLP2, RPSA, and RPL18A) that exhibit a high association with AD. The nomogram based on these genes provides practical assistance in diagnosing and predicting patients' outcomes. The interconnected genes screened through PPI are intricately linked to ribosome metabolism and the COVID-19 pathway. Utilizing the expression of modular genes, unsupervised cluster analysis unveiled three distinct AD subtypes. Particularly noteworthy is subtype C3, characterized by high expression, which correlates with immune cell infiltration and elevated levels of inflammatory factors. Hence, it can be inferred that the establishment of an immune environment in AD patients is closely intertwined with the heightened expression of model genes.</p><p><strong>Conclusion: </strong>This study has not only established a valuable diagnostic model for AD patients but has also delved deeply into the pivotal role of model genes in shaping the immune environment of individuals with AD. These findings offer crucial insights into early AD diagnosis and patient management strategies.</p>","PeriodicalId":94309,"journal":{"name":"Current Alzheimer research","volume":" ","pages":"120-140"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141162977","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
Radio-Anatomical Assessment of Cerebellum Volume in Individuals with Alzheimer's Disease. 阿尔茨海默病患者小脑体积的放射解剖学评估。
Current Alzheimer research Pub Date : 2024-01-01 DOI: 10.2174/0115672050365323241217175349
Musa Acar, Busra Seker, Sultan Ugur
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