首页 > 最新文献

Journal of Alzheimer's Disease最新文献

英文 中文
Healthcare providers perspectives and perceptions of dementia diagnosis and management at the Aga Khan University Hospital, Nairobi, Kenya. 肯尼亚内罗毕阿迦汗大学医院医疗服务提供者对痴呆症诊断和管理的观点和看法。
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-03-02 DOI: 10.1177/13872877251320411
Edna N Bosire, Karen Blackmon, Lucy W Kamau, Chinedu Udeh-Momoh, Dilraj Sokhi, Jasmit Shah, Sylvia Mbugua, Kendi Muchungi, Irene Meier, Vaibhav Narayan, Olivera Nesic, Zul Merali

Background: The rising number of older people, including those living with Alzheimer's disease and related dementias (AD/ADRD) in sub-Saharan Africa (SSA) highlights the need for an improved clinical diagnosis and management of the diseases.

Objective: To understand and describe healthcare providers' perceptions and practices regarding AD/ADRD diagnosis and care in Kenya, not previously reported.

Methods: This was an ethnographic study involving observations and semi-structured interviews with healthcare providers working at the Aga Khan University Hospital, Nairobi (AKUHN) Kenya. Twenty-one healthcare providers were purposively recruited and interviewed in English, with the data transcribed verbatim and thematically analysed using Nvivo version 14.

Results: Our findings reveal that AKUHN's dementia diagnostic pathway aligns with universal best practice models and involves multidisciplinary care. Yet, healthcare providers noted that this level of care is not representative of most public hospitals in Kenya, where a lack of diagnostic equipment and trained staff severely limits patient access to timely dementia care. In addition, new medications that can slow AD/ADRD progression, are not readily available in Africa, including Kenya. We also identified barriers to timely diagnosis and care such as: lack of dementia policy and guidelines, limited expertise of healthcare providers, high cost of care, and sociocultural factors, including stigma.

Conclusions: We emphasize the need for the Kenyan government and relevant stakeholders to develop social and healthcare policies and allocate resources to raise awareness about dementia and combat stigma; train healthcare providers; improve early detection and service delivery through access to diagnostic tools, and establish clear guidelines/protocols for AD/ADRD care.

{"title":"Healthcare providers perspectives and perceptions of dementia diagnosis and management at the Aga Khan University Hospital, Nairobi, Kenya.","authors":"Edna N Bosire, Karen Blackmon, Lucy W Kamau, Chinedu Udeh-Momoh, Dilraj Sokhi, Jasmit Shah, Sylvia Mbugua, Kendi Muchungi, Irene Meier, Vaibhav Narayan, Olivera Nesic, Zul Merali","doi":"10.1177/13872877251320411","DOIUrl":"https://doi.org/10.1177/13872877251320411","url":null,"abstract":"<p><strong>Background: </strong>The rising number of older people, including those living with Alzheimer's disease and related dementias (AD/ADRD) in sub-Saharan Africa (SSA) highlights the need for an improved clinical diagnosis and management of the diseases.</p><p><strong>Objective: </strong>To understand and describe healthcare providers' perceptions and practices regarding AD/ADRD diagnosis and care in Kenya, not previously reported.</p><p><strong>Methods: </strong>This was an ethnographic study involving observations and semi-structured interviews with healthcare providers working at the Aga Khan University Hospital, Nairobi (AKUHN) Kenya. Twenty-one healthcare providers were purposively recruited and interviewed in English, with the data transcribed verbatim and thematically analysed using Nvivo version 14.</p><p><strong>Results: </strong>Our findings reveal that AKUHN's dementia diagnostic pathway aligns with universal best practice models and involves multidisciplinary care. Yet, healthcare providers noted that this level of care is not representative of most public hospitals in Kenya, where a lack of diagnostic equipment and trained staff severely limits patient access to timely dementia care. In addition, new medications that can slow AD/ADRD progression, are not readily available in Africa, including Kenya. We also identified barriers to timely diagnosis and care such as: lack of dementia policy and guidelines, limited expertise of healthcare providers, high cost of care, and sociocultural factors, including stigma.</p><p><strong>Conclusions: </strong>We emphasize the need for the Kenyan government and relevant stakeholders to develop social and healthcare policies and allocate resources to raise awareness about dementia and combat stigma; train healthcare providers; improve early detection and service delivery through access to diagnostic tools, and establish clear guidelines/protocols for AD/ADRD care.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251320411"},"PeriodicalIF":3.4,"publicationDate":"2025-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143537137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Revisiting the Montreal Cognitive Assessment in a European cohort of elderly living with type 2 diabetes. 在欧洲 2 型糖尿病老人队列中重新审视蒙特利尔认知评估。
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-03-02 DOI: 10.1177/13872877251318029
Natasa Popovic, Noemi Lois, Santiago Pérez-Hoyos, Rafael Simó, Lieza G Exalto

Background: Individuals with type 2 diabetes have an increased risk of developing both vascular and Alzheimer's dementia.

Objective: This prospective cross-sectional study assessed the screening ability of the standard Montreal Cognitive Assessment (MoCA) score suggestive of mild cognitive impairment (<26) in a European cohort of individuals ≥65 of age with type 2 diabetes.

Methods: Participants of RECOGNISED, a European prospective EU-funded cohort study, were screened using MoCA. In addition, a 13-item Neuropsychological Test Battery (NTB) with the Clinical Dementia Rating was undertaken to categorize participants as normocognitive (NC, n = 128) or mild cognitive impaired (MCI, n = 185). Receiver operating characteristic (ROC) analysis was used to evaluate the ability of MoCA cut-off scores to categorize patients as having MCI or not.

Results: The standard MoCA cut-off of 25/26 demonstrated a sensitivity of 88% and a specificity of 51%, resulting in a false positive rate of 20%. ROC analysis showed that a MoCA cut-off of 24/25 has a better balance between sensitivity (81%) and specificity (62%), with a lower false positive rate of 16%. NTB results showed that the MCI group had the lowest norm-referenced percentile scores in the visuo-construction domain, a known early feature of Alzheimer's disease and a significant predictor of a rapid rate of disease progression.

Conclusions: MoCA as a screening tool in individuals ≥65 with type 2 diabetes, overestimates the prevalence of MCI, even when applying lower cut-offs. More specific screening strategies are necessary, particularly targeting the visuo-construction domain, to effectively identify cognitive impairment in individuals with type 2 diabetes.

{"title":"Revisiting the Montreal Cognitive Assessment in a European cohort of elderly living with type 2 diabetes.","authors":"Natasa Popovic, Noemi Lois, Santiago Pérez-Hoyos, Rafael Simó, Lieza G Exalto","doi":"10.1177/13872877251318029","DOIUrl":"https://doi.org/10.1177/13872877251318029","url":null,"abstract":"<p><strong>Background: </strong>Individuals with type 2 diabetes have an increased risk of developing both vascular and Alzheimer's dementia.</p><p><strong>Objective: </strong>This prospective cross-sectional study assessed the screening ability of the standard Montreal Cognitive Assessment (MoCA) score suggestive of mild cognitive impairment (<26) in a European cohort of individuals ≥65 of age with type 2 diabetes.</p><p><strong>Methods: </strong>Participants of RECOGNISED, a European prospective EU-funded cohort study, were screened using MoCA. In addition, a 13-item Neuropsychological Test Battery (NTB) with the Clinical Dementia Rating was undertaken to categorize participants as normocognitive (NC, n = 128) or mild cognitive impaired (MCI, n = 185). Receiver operating characteristic (ROC) analysis was used to evaluate the ability of MoCA cut-off scores to categorize patients as having MCI or not.</p><p><strong>Results: </strong>The standard MoCA cut-off of 25/26 demonstrated a sensitivity of 88% and a specificity of 51%, resulting in a false positive rate of 20%. ROC analysis showed that a MoCA cut-off of 24/25 has a better balance between sensitivity (81%) and specificity (62%), with a lower false positive rate of 16%. NTB results showed that the MCI group had the lowest norm-referenced percentile scores in the visuo-construction domain, a known early feature of Alzheimer's disease and a significant predictor of a rapid rate of disease progression.</p><p><strong>Conclusions: </strong>MoCA as a screening tool in individuals ≥65 with type 2 diabetes, overestimates the prevalence of MCI, even when applying lower cut-offs. More specific screening strategies are necessary, particularly targeting the visuo-construction domain, to effectively identify cognitive impairment in individuals with type 2 diabetes.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251318029"},"PeriodicalIF":3.4,"publicationDate":"2025-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143537141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental basis for generating nonhuman primate models of frontotemporal dementia and Alzheimer's disease.
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-03-02 DOI: 10.1177/13872877251321116
Takahiro Morito, Naoto Watamura, Hiroki Sasaguri, Taisuke Tomita, Makoto Higuchi, Hideyuki Okano, Erika Sasaki, Takaomi C Saido

To our knowledge, no reports have described nonhuman primate (NHP) models of frontotemporal dementia with Parkinsonism linked to chromosome 17 (FTDP-17) that do not depend on an overexpression paradigm. Based on our recent success in generating single human MAPT knock-in mouse models of FTDP-17, we describe the experimental basis for generating knock-in marmoset models of FTDP-17. In addition, successful generation of mutant PSEN1 knock-in marmoset models lacking exon 9 (PSEN1-Δ9) of Alzheimer's disease (AD) indicates that we will be able to reconstitute two major pathological features of AD, i.e., amyloid plaques and neurofibrillary tangles, in an accelerated manner by combining these models.

{"title":"Experimental basis for generating nonhuman primate models of frontotemporal dementia and Alzheimer's disease.","authors":"Takahiro Morito, Naoto Watamura, Hiroki Sasaguri, Taisuke Tomita, Makoto Higuchi, Hideyuki Okano, Erika Sasaki, Takaomi C Saido","doi":"10.1177/13872877251321116","DOIUrl":"https://doi.org/10.1177/13872877251321116","url":null,"abstract":"<p><p>To our knowledge, no reports have described nonhuman primate (NHP) models of frontotemporal dementia with Parkinsonism linked to chromosome 17 (FTDP-17) that do not depend on an overexpression paradigm. Based on our recent success in generating single human <i>MAPT</i> knock-in mouse models of FTDP-17, we describe the experimental basis for generating knock-in marmoset models of FTDP-17. In addition, successful generation of mutant <i>PSEN1</i> knock-in marmoset models lacking exon 9 (<i>PSEN1</i>-Δ9) of Alzheimer's disease (AD) indicates that we will be able to reconstitute two major pathological features of AD, i.e., amyloid plaques and neurofibrillary tangles, in an accelerated manner by combining these models.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251321116"},"PeriodicalIF":3.4,"publicationDate":"2025-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143537134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of diabetes medications on the risk of developing dementia, mild cognitive impairment, or cognitive decline: A systematic review and meta-analysis.
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-27 DOI: 10.1177/13872877251319054
Esther K Hui, Naaheed Mukadam, Gianna Kohl, Gill Livingston

Background: Diabetes is a risk factor for dementia, but we do not know whether specific diabetes medications ameliorate this risk. Objective: To systematically review and meta-analyze such medication's effect on the risk of developing dementia, mild cognitive impairment (MCI), or cognitive decline. Methods: We searched three databases until 21 November 2023. We included randomized controlled trials (RCT), cohort, and case-control studies assessing association between antidiabetic medication and future dementia, MCI, or cognitive decline. We meta-analyzed studies separately for individual drug classes and their comparators (no medication, placebo, or another drug). We appraised study quality using the Newcastle-Ottawa Scale and Physiotherapy Evidence Database Scale. Results: 42 studies fulfilled inclusion criteria. Glucagon-like peptide-1 receptor agonists (GLP-1 RA) versus placebo reduced dementia risk by 53% in three RCTs (n = 15,820, RR = 0.47[0.25, 0.86]) and 27% in three case-control studies (n = 312,856, RR = 0.73[0.54, 0.99], I2 = 96%). Repaglinide was superior to glibenclamide by 0.8 points on the Mini-Mental State Examination scale in another RCT. Meta-analysis of seven longitudinal studies showed glitazones (n = 1,081,519, RR = 0.78[0.76, 0.81], I2 = 0%) were associated with reduced dementia risk. Metformin (n = 999,349, RR = 0.94[0.79, 1.13], I2 = 98.4%), sulfonylureas (RR = 0.98[0.78, 1.22], I2 = 83.3%), dipeptidyl peptidase-IV inhibitors (DPP-1V) (n = 192,802, RR = 0.86[0.65, 1.15], I2 = 92.9%) and insulin (n = 571,274, RR = 1.09[0.95, 1.25], I2 = 94.8%) were not. Most studies were observational and limited by confounding by indication. Conclusions: In people with diabetes, RCTs consistently showed GLP-RAs reduce future dementia risk. Glitazones consistently showed protective effects, without heterogeneity, suggesting potential generalizability of these results. Metformin, sulfonylureas, insulin, and DPP-1V studies had inconsistent findings. If information is available future studies should consider dosage, severity, and duration.

背景:糖尿病是痴呆症的一个风险因素,但我们还不知道特定的糖尿病药物是否能降低这一风险。目的系统回顾和荟萃分析此类药物对痴呆症、轻度认知障碍(MCI)或认知能力下降风险的影响。研究方法我们检索了三个数据库,检索时间截至 2023 年 11 月 21 日。我们纳入了评估抗糖尿病药物与未来痴呆症、MCI 或认知能力下降之间关系的随机对照试验 (RCT)、队列研究和病例对照研究。我们分别对各个药物类别及其比较对象(不用药、安慰剂或其他药物)的研究进行了荟萃分析。我们使用纽卡斯尔-渥太华量表和物理治疗证据数据库量表对研究质量进行了评估。结果42项研究符合纳入标准。在三项研究中,胰高血糖素样肽-1受体激动剂(GLP-1 RA)与安慰剂相比,痴呆症风险降低了53%(n = 15,820, RR = 0.47[0.25, 0.86]),在三项病例对照研究中,痴呆症风险降低了27%(n = 312,856, RR = 0.73[0.54, 0.99], I2 = 96%)。在另一项研究中,瑞格列奈在迷你精神状态检查量表上优于格列本脲 0.8 分。对七项纵向研究进行的元分析表明,格列酮类药物(n = 1,081,519, RR = 0.78[0.76, 0.81], I2 = 0%)与痴呆风险的降低有关。二甲双胍(n = 999 349,RR = 0.94[0.79,1.13],I2 = 98.4%)、磺脲类(RR = 0.98[0.78,1.22],I2 = 83.而磺脲类药物(RR=0.98[0.78, 1.22],I2=83.3%)、二肽基肽酶-IV 抑制剂(DPP-1V)(n=192 802,RR=0.86[0.65, 1.15],I2=92.9%)和胰岛素(n=571 274,RR=1.09[0.95, 1.25],I2=94.8%)则不包括在内。大多数研究为观察性研究,受适应症混杂因素的限制。结论:在糖尿病患者中,RCT 研究一致表明 GLP-RAs 可降低未来痴呆症的风险。格列酮类药物始终显示出保护作用,且无异质性,这表明这些结果具有潜在的普遍性。二甲双胍、磺脲类、胰岛素和 DPP-1V 的研究结果不一致。如果有相关信息,未来的研究应考虑剂量、严重程度和持续时间。
{"title":"Effect of diabetes medications on the risk of developing dementia, mild cognitive impairment, or cognitive decline: A systematic review and meta-analysis.","authors":"Esther K Hui, Naaheed Mukadam, Gianna Kohl, Gill Livingston","doi":"10.1177/13872877251319054","DOIUrl":"https://doi.org/10.1177/13872877251319054","url":null,"abstract":"<p><p><b>Background:</b> Diabetes is a risk factor for dementia, but we do not know whether specific diabetes medications ameliorate this risk. <b>Objective:</b> To systematically review and meta-analyze such medication's effect on the risk of developing dementia, mild cognitive impairment (MCI), or cognitive decline. <b>Methods:</b> We searched three databases until 21 November 2023. We included randomized controlled trials (RCT), cohort, and case-control studies assessing association between antidiabetic medication and future dementia, MCI, or cognitive decline. We meta-analyzed studies separately for individual drug classes and their comparators (no medication, placebo, or another drug). We appraised study quality using the Newcastle-Ottawa Scale and Physiotherapy Evidence Database Scale. <b>Results:</b> 42 studies fulfilled inclusion criteria. Glucagon-like peptide-1 receptor agonists (GLP-1 RA) versus placebo reduced dementia risk by 53% in three RCTs (n = 15,820, RR = 0.47[0.25, 0.86]) and 27% in three case-control studies (n = 312,856, RR = 0.73[0.54, 0.99], I<sup>2 </sup>= 96%). Repaglinide was superior to glibenclamide by 0.8 points on the Mini-Mental State Examination scale in another RCT. Meta-analysis of seven longitudinal studies showed glitazones (n = 1,081,519, RR = 0.78[0.76, 0.81], I<sup>2 </sup>= 0%) were associated with reduced dementia risk. Metformin (n = 999,349, RR = 0.94[0.79, 1.13], I<sup>2 </sup>= 98.4%), sulfonylureas (RR = 0.98[0.78, 1.22], I<sup>2 </sup>= 83.3%), dipeptidyl peptidase-IV inhibitors (DPP-1V) (n = 192,802, RR = 0.86[0.65, 1.15], I<sup>2 </sup>= 92.9%) and insulin (n = 571,274, RR = 1.09[0.95, 1.25], I<sup>2 </sup>= 94.8%) were not. Most studies were observational and limited by confounding by indication. <b>Conclusions:</b> In people with diabetes, RCTs consistently showed GLP-RAs reduce future dementia risk. Glitazones consistently showed protective effects, without heterogeneity, suggesting potential generalizability of these results. Metformin, sulfonylureas, insulin, and DPP-1V studies had inconsistent findings. If information is available future studies should consider dosage, severity, and duration.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251319054"},"PeriodicalIF":3.4,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143523397","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bioactive compounds and dietary patterns in Alzheimer's disease.
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-26 DOI: 10.1177/13872877251319048
Guilherme Christimann, Gabriela Rocha, José Augusto Gasparotto Sattler

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that primarily affects the elderly, leading to severe cognitive decline and loss of autonomy. The accumulation of amyloid-β peptides and tau proteins in the brain is considered the central pathogenic mechanism, which results in neuronal dysfunction and cell death. Various metabolic disruptions, such as chronic oxidative stress and inflammatory processes, further exacerbate the progression of AD. This review, based on literature from PubMed, SciELO, MDPI, and ScienceDirect, evaluates the role of bioactive compounds and dietary patterns, specifically the Mediterranean and MIND diets, in mitigating the progression of AD. These diets, rich in vitamins, flavonoids, carotenoids, and omega-3 fatty acids, have shown potential in reducing oxidative damage and inflammation in the brain, offering neuroprotective benefits. The findings suggest that bioactive compounds such as vitamin E isomers and polyphenols may delay cognitive decline, presenting a promising avenue for future dietary interventions aimed at optimizing the consumption of these compounds to prevent or slow the onset of AD. Further research is needed to determine the optimal doses and combinations of these bioactive compounds to maximize their protective effects.

{"title":"Bioactive compounds and dietary patterns in Alzheimer's disease.","authors":"Guilherme Christimann, Gabriela Rocha, José Augusto Gasparotto Sattler","doi":"10.1177/13872877251319048","DOIUrl":"https://doi.org/10.1177/13872877251319048","url":null,"abstract":"<p><p>Alzheimer's disease (AD) is a progressive neurodegenerative disorder that primarily affects the elderly, leading to severe cognitive decline and loss of autonomy. The accumulation of amyloid-β peptides and tau proteins in the brain is considered the central pathogenic mechanism, which results in neuronal dysfunction and cell death. Various metabolic disruptions, such as chronic oxidative stress and inflammatory processes, further exacerbate the progression of AD. This review, based on literature from PubMed, SciELO, MDPI, and ScienceDirect, evaluates the role of bioactive compounds and dietary patterns, specifically the Mediterranean and MIND diets, in mitigating the progression of AD. These diets, rich in vitamins, flavonoids, carotenoids, and omega-3 fatty acids, have shown potential in reducing oxidative damage and inflammation in the brain, offering neuroprotective benefits. The findings suggest that bioactive compounds such as vitamin E isomers and polyphenols may delay cognitive decline, presenting a promising avenue for future dietary interventions aimed at optimizing the consumption of these compounds to prevent or slow the onset of AD. Further research is needed to determine the optimal doses and combinations of these bioactive compounds to maximize their protective effects.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251319048"},"PeriodicalIF":3.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143515815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Linguistic cues for automatic assessment of Alzheimer's disease across languages.
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-25 DOI: 10.1177/13872877251319401
Vassiliki Rentoumi, Evangelos Vassiliou, Nikiforos Pittaras, Admir Demiraj, Manolis Papageorgiou, Dimitra Sali, Athina Papatriantafyllou, Panagiotis Griziotis, Artemis Chardouveli, Konstantinos Pattakos, George Paliouras

Background: Most common forms of dementia, including Alzheimer's disease, are associated with alterations in spoken language.

Objective: This study explores the potential of a speech-based machine learning (ML) approach in estimating cognitive impairment, using inputs of speech audio recordings.

Methods: We develop an automatic ML pipeline that ingests multimodal inputs of audio and transcribed text, mapping speech and language to domain-specific biomarkers optimized for high explainability and predictive ability. The resulting features are fed through a multi-stage pipeline to determine efficient classification configurations.

Results: We evaluated the system on large real-world datasets, achieving above 90% and 70% weighted average F1 scores for two-class (AD versus normal controls) and three-class (AD versus mild cognitive impairment versus normal controls) classification tasks, respectively. Model performance remains stable across different population characteristics.

Conclusions: The study introduces a robust, non-invasive method for gauging the cognitive status of AD and MCI patients from speech samples, with the potential of generalizing effectively to multiple types of diseases/disorders which may burden language.

{"title":"Linguistic cues for automatic assessment of Alzheimer's disease across languages.","authors":"Vassiliki Rentoumi, Evangelos Vassiliou, Nikiforos Pittaras, Admir Demiraj, Manolis Papageorgiou, Dimitra Sali, Athina Papatriantafyllou, Panagiotis Griziotis, Artemis Chardouveli, Konstantinos Pattakos, George Paliouras","doi":"10.1177/13872877251319401","DOIUrl":"https://doi.org/10.1177/13872877251319401","url":null,"abstract":"<p><strong>Background: </strong>Most common forms of dementia, including Alzheimer's disease, are associated with alterations in spoken language.</p><p><strong>Objective: </strong>This study explores the potential of a speech-based machine learning (ML) approach in estimating cognitive impairment, using inputs of speech audio recordings.</p><p><strong>Methods: </strong>We develop an automatic ML pipeline that ingests multimodal inputs of audio and transcribed text, mapping speech and language to domain-specific biomarkers optimized for high explainability and predictive ability. The resulting features are fed through a multi-stage pipeline to determine efficient classification configurations.</p><p><strong>Results: </strong>We evaluated the system on large real-world datasets, achieving above 90% and 70% weighted average F1 scores for two-class (AD versus normal controls) and three-class (AD versus mild cognitive impairment versus normal controls) classification tasks, respectively. Model performance remains stable across different population characteristics.</p><p><strong>Conclusions: </strong>The study introduces a robust, non-invasive method for gauging the cognitive status of AD and MCI patients from speech samples, with the potential of generalizing effectively to multiple types of diseases/disorders which may burden language.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251319401"},"PeriodicalIF":3.4,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143501456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Mediterranean-style diet protects against cognitive and behavioral deficits, adiposity, and Alzheimer's disease-related markers, compared to a macronutrient-matched typical American diet in C57BL/6J mice. 与宏量营养素匹配的典型美国饮食相比,地中海式饮食对 C57BL/6J 小鼠的认知和行为缺陷、脂肪和阿尔茨海默病相关标记物有保护作用。
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-25 DOI: 10.1177/13872877251319467
Paige N Braden-Kuhle, Vivienne A Lacy, Kelly N Brice, Morgan E Bertrand, Hatice Buse Uras, Catherine Shoffner, Bridgette E Fischer, Ashish Rana, Jada L Willis, Gary W Boehm, Michael J Chumley

Background: Research suggests that modifying risk factors may prevent or delay up to 40% of dementia cases, including Alzheimer's disease (AD). Thus, understanding the potential of healthful dietary patterns, like the Mediterranean diet (MD), in AD prevention is crucial. While supplementation of individual Mediterranean foods has demonstrated efficacy in reducing AD biomarkers and cognitive impairment in rodents, the effects of a comprehensive MD warrant further investigation. Additionally, while rodent studies often use a "Western diet" as a model for the typical American diet (TAD), these diets generally exceed the macronutrient densities of typical American consumption, particularly in fats and carbohydrates.

Objective: To better reflect human diets, we developed two diets for mice that more closely mirrored the macronutrient composition of the traditional MD or the TAD, each with matched macronutrient profiles (50% kcal from carbohydrates, 35% kcal from fat, 15% kcal from protein), and distinct food sources from Mediterranean regions or the U.S., respectively.

Methods: Male C57BL/6J mice were randomly assigned to one diet (MD or TAD) at weaning (21 days of age), which they consumed for six months.

Results: Compared to the TAD, MD animals had lower body weight, abdominal and hepatic fat, serum TNF-α, and central Aβ1-42, while also exhibiting enhanced exploratory behavior, reduced anxiety-like behavior, and preserved spatial memory. The MD also protected against LPS-induced central inflammation and BDNF loss.

Conclusions: These findings suggest that a comprehensive MD provides protection against metabolic and AD-related markers in wildtype mice, despite matched caloric availability to the TAD.

{"title":"A Mediterranean-style diet protects against cognitive and behavioral deficits, adiposity, and Alzheimer's disease-related markers, compared to a macronutrient-matched typical American diet in C57BL/6J mice.","authors":"Paige N Braden-Kuhle, Vivienne A Lacy, Kelly N Brice, Morgan E Bertrand, Hatice Buse Uras, Catherine Shoffner, Bridgette E Fischer, Ashish Rana, Jada L Willis, Gary W Boehm, Michael J Chumley","doi":"10.1177/13872877251319467","DOIUrl":"https://doi.org/10.1177/13872877251319467","url":null,"abstract":"<p><strong>Background: </strong>Research suggests that modifying risk factors may prevent or delay up to 40% of dementia cases, including Alzheimer's disease (AD). Thus, understanding the potential of healthful dietary patterns, like the Mediterranean diet (MD), in AD prevention is crucial. While supplementation of <i>individual</i> Mediterranean foods has demonstrated efficacy in reducing AD biomarkers and cognitive impairment in rodents, the effects of a <i>comprehensive</i> MD warrant further investigation. Additionally, while rodent studies often use a \"Western diet\" as a model for the typical American diet (TAD), these diets generally exceed the macronutrient densities of typical American consumption, particularly in fats and carbohydrates.</p><p><strong>Objective: </strong>To better reflect human diets, we developed two diets for mice that more closely mirrored the macronutrient composition of the traditional MD or the TAD, each with matched macronutrient profiles (50% kcal from carbohydrates, 35% kcal from fat, 15% kcal from protein), and distinct food sources from Mediterranean regions or the U.S., respectively.</p><p><strong>Methods: </strong>Male C57BL/6J mice were randomly assigned to one diet (MD or TAD) at weaning (21 days of age), which they consumed for six months.</p><p><strong>Results: </strong>Compared to the TAD, MD animals had lower body weight, abdominal and hepatic fat, serum TNF-α, and central Aβ<sub>1-42</sub>, while also exhibiting enhanced exploratory behavior, reduced anxiety-like behavior, and preserved spatial memory. The MD also protected against LPS-induced central inflammation and BDNF loss.</p><p><strong>Conclusions: </strong>These findings suggest that a comprehensive MD provides protection against metabolic and AD-related markers in wildtype mice, despite matched caloric availability to the TAD.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251319467"},"PeriodicalIF":3.4,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143501454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Associations between serum metabolic syndrome indicators levels and cerebrospinal fluid pathological protein in dementia and pre-dementia patients.
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-25 DOI: 10.1177/13872877251318298
Jiayi Ding, Meina Quan, Peixi Zang, Jianping Jia

Background: Metabolic syndrome (MetS) was associated with an increased incidence of mild cognitive impairment (MCI) and progression to dementia.

Objective: To study the associations between MetS indicators and cerebrospinal fluid (CSF) biomarkers in the participants.

Methods: 61 normal cognition, 66 mild MCI, and 135 dementia participants were included in our study, with the results of lumbar puncture and peripheral blood biochemistry. The CSF levels of amyloid-β (Aβ)42 protein, total tau protein, phosphorylated tau protein, and Aβ42/40 ratio, were selected as the biomarkers. The body mass index, the plasma high density lipoprotein cholesterol, uric acid, low density lipoprotein cholesterol, triglyceride, and homocysteine levels were selected as indicators of MetS. Linear regression model was used to analyze the correlation in all participants and different cognitive stages, controlling for age, gender, and APOE genotype.

Results: Our study showed that MetS indicators were associated with CSF biomarkers in participants after adjusting for possible confounding factors, including age, gender, and APOE genotype. The results of our grouping analysis further supported the potential association between plasma MetS indicators and CSF biomarkers in three group. We found that the dementia group showed the greatest correlation coefficient.

Conclusions: The CSF pathological proteins concentrations were associated with MetS indicators, and the correlation coefficient were greater in the dementia stage. These findings suggest that regulating peripheral metabolism may affect the level of pathological proteins in the brain to improve cognitive impairment.

{"title":"Associations between serum metabolic syndrome indicators levels and cerebrospinal fluid pathological protein in dementia and pre-dementia patients.","authors":"Jiayi Ding, Meina Quan, Peixi Zang, Jianping Jia","doi":"10.1177/13872877251318298","DOIUrl":"https://doi.org/10.1177/13872877251318298","url":null,"abstract":"<p><strong>Background: </strong>Metabolic syndrome (MetS) was associated with an increased incidence of mild cognitive impairment (MCI) and progression to dementia.</p><p><strong>Objective: </strong>To study the associations between MetS indicators and cerebrospinal fluid (CSF) biomarkers in the participants.</p><p><strong>Methods: </strong>61 normal cognition, 66 mild MCI, and 135 dementia participants were included in our study, with the results of lumbar puncture and peripheral blood biochemistry. The CSF levels of amyloid-β (Aβ)<sub>42</sub> protein, total tau protein, phosphorylated tau protein, and Aβ<sub>42/40</sub> ratio, were selected as the biomarkers. The body mass index, the plasma high density lipoprotein cholesterol, uric acid, low density lipoprotein cholesterol, triglyceride, and homocysteine levels were selected as indicators of MetS. Linear regression model was used to analyze the correlation in all participants and different cognitive stages, controlling for age, gender, and <i>APOE</i> genotype.</p><p><strong>Results: </strong>Our study showed that MetS indicators were associated with CSF biomarkers in participants after adjusting for possible confounding factors, including age, gender, and <i>APOE</i> genotype. The results of our grouping analysis further supported the potential association between plasma MetS indicators and CSF biomarkers in three group. We found that the dementia group showed the greatest correlation coefficient.</p><p><strong>Conclusions: </strong>The CSF pathological proteins concentrations were associated with MetS indicators, and the correlation coefficient were greater in the dementia stage. These findings suggest that regulating peripheral metabolism may affect the level of pathological proteins in the brain to improve cognitive impairment.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251318298"},"PeriodicalIF":3.4,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143501455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A higher vertebrobasilar pulsatility index is associated with lower parietal perfusion in Alzheimer's disease.
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-24 DOI: 10.1177/13872877251314140
Shu-Wen Lin, Yen-Hsuan Hsu, Jir-Jei Yang, Min-Chien Tu

Background: While cerebrovascular hemodynamics exhibits critical interplay with the pathogenesis of dementia, limited articles have examined the impact of vertebrobasilar (VB) hemodynamics on cerebral blood flow (CBF), and to what extent it varies by dementia subtypes.

Objective: To explore the associations between VB hemodynamics and CBF by dementia subtypes.

Methods: This research recruited a total of 120 dementia patients [43 subcortical ischemic vascular dementia (SIVD); 59 Alzheimer's disease (AD); 18 mixed dementia] and 40 older adults with normal cognition and compared their transcranial doppler (TCD) flow parameters and arterial spin labeling-measured CBF. Using the partial correlation analysis, the associations between TCD parameters and CBF values were explored among the defined subgroups.

Results: A higher VB pulsatility index (PI) was related to lower parietal CBF and lower VB end-diastolic velocity (EDV). Moreover, the significance of flow parameters in the basilar artery (BA) to parietal CBF was identified: peak-systolic velocity (PSV) unanimously showed positive correlations among all subgroups except SIVD, and both PSV and EDV showed positive correlations in AD. Of note, there were more noticeable "BA flow-frontoparietal CBF" associations among the high than low VB PI group, and AD than SIVD group.

Conclusions: The findings indicate that VB-resistance-related parietal vulnerability and topological CBF associations vary by dementia subtypes. Given VB hemodynamics-CBF relationships, the current research extends our understanding of the vasocognopathic effects among dementia patients.

{"title":"A higher vertebrobasilar pulsatility index is associated with lower parietal perfusion in Alzheimer's disease.","authors":"Shu-Wen Lin, Yen-Hsuan Hsu, Jir-Jei Yang, Min-Chien Tu","doi":"10.1177/13872877251314140","DOIUrl":"https://doi.org/10.1177/13872877251314140","url":null,"abstract":"<p><strong>Background: </strong>While cerebrovascular hemodynamics exhibits critical interplay with the pathogenesis of dementia, limited articles have examined the impact of vertebrobasilar (VB) hemodynamics on cerebral blood flow (CBF), and to what extent it varies by dementia subtypes.</p><p><strong>Objective: </strong>To explore the associations between VB hemodynamics and CBF by dementia subtypes.</p><p><strong>Methods: </strong>This research recruited a total of 120 dementia patients [43 subcortical ischemic vascular dementia (SIVD); 59 Alzheimer's disease (AD); 18 mixed dementia] and 40 older adults with normal cognition and compared their transcranial doppler (TCD) flow parameters and arterial spin labeling-measured CBF. Using the partial correlation analysis, the associations between TCD parameters and CBF values were explored among the defined subgroups.</p><p><strong>Results: </strong>A higher VB pulsatility index (PI) was related to lower parietal CBF and lower VB end-diastolic velocity (EDV). Moreover, the significance of flow parameters in the basilar artery (BA) to parietal CBF was identified: peak-systolic velocity (PSV) unanimously showed positive correlations among all subgroups except SIVD, and both PSV and EDV showed positive correlations in AD. Of note, there were more noticeable \"BA flow-frontoparietal CBF\" associations among the high than low VB PI group, and AD than SIVD group.</p><p><strong>Conclusions: </strong>The findings indicate that VB-resistance-related parietal vulnerability and topological CBF associations vary by dementia subtypes. Given VB hemodynamics-CBF relationships, the current research extends our understanding of the vasocognopathic effects among dementia patients.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251314140"},"PeriodicalIF":3.4,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143491959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","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 the enzymatic cleavage relationship between anti-aging protein α-Klotho and Alzheimer's disease biomarker BACE1.
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2025-02-24 DOI: 10.1177/13872877251317730
Xiang Gao, Zuoli Sun, Jia Hu, Yuhong Li, Qi Deng, Rena Li

Background: The α-Klotho is known to be involved in longevity and various age-related diseases, including cognitive impairment. BACE1, an important enzyme associated with the pathological process of Alzheimer's disease (AD), serves as a biomarker for predicting changes in cognitive function. Although both proteins are closely linked to age-related cognitive function, the mechanism of their interaction remains unclear.

Objective: To identify the enzymatic digestion relation between α-Klotho and BACE1 and the specific cleavage site.

Methods: Thirty elderly and forty-five young individuals were recruited. The cleavage product was identified by Coomassie blue staining, western blot, and MALDI-TOF mass spectrometry. The concentrations of plasma proteins were measured by ELISA.

Results: A new protein product was identified after the digestion reaction. BACE1 cleaved the α-Klotho peptide 951-981 at the F-T residues. When the F-T residues were replaced with K-K, BACE1 was unable to cleave the mutant peptide. The plasma levels of α-Klotho were significantly lower in elderly participants than in young participants (p < 0.0001). However, there was no significant difference in plasma BACE1 levels between elderly and young participants (p = 0.164). In elderly adults, there was a significant positive correlation between plasma BACE1 and α-Klotho protein levels (p = 0.009, r = 0.469), while this correlation was not observed in young adults (p = 0.170, r = -0.208).

Conclusions: The anti-aging protein α-Klotho is a substrate of BACE1 with a specific cleavage site at F-T. The BACE1/α-Klotho pathway may serve as a common axis for age-related cognitive decline.

{"title":"Identification of the enzymatic cleavage relationship between anti-aging protein α-Klotho and Alzheimer's disease biomarker BACE1.","authors":"Xiang Gao, Zuoli Sun, Jia Hu, Yuhong Li, Qi Deng, Rena Li","doi":"10.1177/13872877251317730","DOIUrl":"https://doi.org/10.1177/13872877251317730","url":null,"abstract":"<p><strong>Background: </strong>The α-Klotho is known to be involved in longevity and various age-related diseases, including cognitive impairment. BACE1, an important enzyme associated with the pathological process of Alzheimer's disease (AD), serves as a biomarker for predicting changes in cognitive function. Although both proteins are closely linked to age-related cognitive function, the mechanism of their interaction remains unclear.</p><p><strong>Objective: </strong>To identify the enzymatic digestion relation between α-Klotho and BACE1 and the specific cleavage site.</p><p><strong>Methods: </strong>Thirty elderly and forty-five young individuals were recruited. The cleavage product was identified by Coomassie blue staining, western blot, and MALDI-TOF mass spectrometry. The concentrations of plasma proteins were measured by ELISA.</p><p><strong>Results: </strong>A new protein product was identified after the digestion reaction. BACE1 cleaved the α-Klotho peptide 951-981 at the F-T residues. When the F-T residues were replaced with K-K, BACE1 was unable to cleave the mutant peptide. The plasma levels of α-Klotho were significantly lower in elderly participants than in young participants (p < 0.0001). However, there was no significant difference in plasma BACE1 levels between elderly and young participants (p = 0.164). In elderly adults, there was a significant positive correlation between plasma BACE1 and α-Klotho protein levels (p = 0.009, r = 0.469), while this correlation was not observed in young adults (p = 0.170, r = -0.208).</p><p><strong>Conclusions: </strong>The anti-aging protein α-Klotho is a substrate of BACE1 with a specific cleavage site at F-T. The BACE1/α-Klotho pathway may serve as a common axis for age-related cognitive decline.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877251317730"},"PeriodicalIF":3.4,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143492015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Alzheimer's Disease
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1