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Sources of perceived social support and cognitive function among older adults: a longitudinal study in rural China. 老年人感知到的社会支持来源与认知功能:中国农村纵向研究。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-09 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1443689
Shiqi Gui, Jing Wang, Qiushuo Li, Hao Chen, Zhiyue Jiang, Jin Hu, Xing Yang, Jingyuan Yang

Background: Studies have shown the positive impact of perceived social support on cognitive function among older adults in rural areas. However, existing studies often overlook the impact of different support sources. This study aimed to explore the relationship between the diverse sources of perceived social support and cognitive function.

Methods: Participants were drawn from the Guizhou Rural Older Adults' Health Study (HSRO) in China. We included 791 participants who participated in a baseline survey in 2019 and a 3-year follow-up survey. Perceived social support was investigated from the six main sources (friend, relative, children, spouse, sibling, and neighbor). Hierarchical linear regression models were used to observe the effects of diverse sources of perceived social support and their combinations on cognitive function.

Results: Cognitive function was positively associated with perceived support from children, friends, and neighbors. A positive association was found between cognitive function and increases in each additional source [β = 0.75 (95%CI: 0.51, 0.98), p < 0.001]. Older adults who perceived support from both children and friends showed better cognitive function [β = 2.53 (95%CI: 1.35, 3.72), p < 0.001]. The perception of support from spouse, siblings, and relatives did not show a statistically significant association with cognitive function among older adults in rural areas.

Conclusion: This study found that the association between different sources of perceived social support and cognitive function was varied. This study provides scientific evidence that personalized support strategies may benefit in promoting cognitive health in rural older adults.

背景:研究表明,感知到的社会支持对农村地区老年人的认知功能有积极影响。然而,现有研究往往忽视了不同支持来源的影响。本研究旨在探讨不同来源的感知社会支持与认知功能之间的关系:研究对象来自中国贵州农村老年人健康研究(HSRO)。我们纳入了 791 名参与者,他们参加了 2019 年的基线调查和为期 3 年的随访调查。我们从六个主要来源(朋友、亲戚、子女、配偶、兄弟姐妹和邻居)对感知的社会支持进行了调查。采用层次线性回归模型观察不同来源的感知社会支持及其组合对认知功能的影响:结果:认知功能与感知到的来自子女、朋友和邻居的支持呈正相关。结果:认知功能与感知到的来自子女、朋友和邻居的支持呈正相关,认知功能与每一额外来源的增加呈正相关[β = 0.75 (95%CI: 0.51, 0.98), p β = 2.53 (95%CI: 1.35, 3.72), p 结论:本研究发现,不同来源的感知到的社会支持与认知功能之间存在不同的关联。本研究提供了科学证据,证明个性化支持策略可能有利于促进农村老年人的认知健康。
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引用次数: 0
Emerging role of microglia in inter-cellular transmission of α-synuclein in Parkinson's disease. 小胶质细胞在帕金森病中α-突触核蛋白细胞间传递中的新作用。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-09 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1411104
Xiangbo Zhang, Haiyang Yu, Juan Feng

Parkinson's disease (PD) is the second most common neurodegenerative disease worldwide, significantly prejudicing the health and quality of life of elderly patients. The main pathological characteristics of PD are the loss of dopaminergic neurons in the substantia nigra (SN) as well as abnormal aggregation of α-synuclein (α-syn) monomers and oligomers, which results in formation of Lewy bodies (LBs). Intercellular transmission of α-syn is crucial for PD progression. Microglia play diverse roles in physiological and pathological conditions, exhibiting neuroprotective or neurotoxic effects; moreover, they may directly facilitate α-syn propagation. Various forms of extracellular α-syn can be taken up by microglia through multiple mechanisms, degraded or processed into more pathogenic forms, and eventually released into extracellular fluid or adjacent cells. This review discusses current literature regarding the molecular mechanisms underlying the uptake, degradation, and release of α-syn by microglia.

帕金森病(PD)是全球第二大常见的神经退行性疾病,严重损害老年患者的健康和生活质量。帕金森病的主要病理特征是黑质(SN)中多巴胺能神经元的丧失,以及α-突触核蛋白(α-syn)单体和寡聚体的异常聚集,从而形成路易体(LBs)。α-syn的细胞间传递对帕金森病的发展至关重要。小胶质细胞在生理和病理条件下发挥着不同的作用,表现出神经保护或神经毒性效应;此外,它们还可能直接促进α-syn的传播。各种形式的细胞外 α-syn 可通过多种机制被小胶质细胞吸收,降解或加工成更具致病性的形式,并最终释放到细胞外液或邻近细胞中。本综述讨论了有关小胶质细胞摄取、降解和释放α-syn的分子机制的现有文献。
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引用次数: 0
Grip strength and depressive symptoms in Chinese middle-aged and older adults: the mediating effects of cognitive function. 中国中老年人的握力与抑郁症状:认知功能的中介效应。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-09 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1455546
Xinzheng Wang, Lifei Wu, Huifen Zhou, Jiandong He

Objective: This study investigates the associations and mediating pathways between grip strength, cognitive function, and depression in middle-aged and elderly individuals in China.

Methods: Utilizing data from the 2011 China Health and Retirement Longitudinal Study (CHARLS), we employed logistic regression and mediation analysis to examine the relationships and mediating factors between grip strength, cognitive function, and depression, while adjusting for potential confounders.

Results: The study included 6,841 participants, of whom 1,734 (25.35%) exhibited symptoms of depression. Our findings indicate that weak grip strength is significantly associated with an increased risk of depression (OR: 1.57, 95% CI: 1.32-1.87) among the middle-aged and elderly population. Conversely, good cognitive function was found to be protective against depression (OR: 0.94, 95% CI: 0.93-0.95). Grip strength indirectly affected depression through cognitive function, accounting for 9.4% of the total effect (β = -0.008, 95% CI [-0.013, -0.004]). This mediating effect was 23.8% in men (β = -0.013, 95% CI [-0.020, -0.007]); and 23.2% in those aged 60 years and over (β = -0.015, 95% CI [-0.022, -0.009]).

Conclusion: This study highlights that weak grip strength increases risk of depressive symptoms, and adequate cognitive function can mitigate the association between weak grip strength and an increased risk of depression among middle-aged and elderly individuals in China. Psychological care for elder adults with weak grip strength and poor cognitive function should be strengthened.

目的:本研究探讨了中国中老年人握力、认知功能和抑郁之间的关联和中介途径:本研究探讨了中国中老年人握力、认知功能和抑郁之间的关联和中介途径:利用 2011 年中国健康与退休纵向研究(CHARLS)的数据,我们采用逻辑回归和中介分析来研究握力、认知功能和抑郁之间的关系和中介因素,同时调整潜在的混杂因素:研究共纳入 6841 名参与者,其中 1734 人(25.35%)有抑郁症状。我们的研究结果表明,在中老年人群中,握力弱与抑郁风险的增加有明显关联(OR:1.57,95% CI:1.32-1.87)。相反,良好的认知功能对抑郁症有保护作用(OR:0.94,95% CI:0.93-0.95)。握力通过认知功能间接影响抑郁,占总效应的 9.4%(β = -0.008,95% CI [-0.013,-0.004])。这一中介效应在男性中为 23.8%(β = -0.013,95% CI [-0.020,-0.007]);在 60 岁及以上人群中为 23.2%(β = -0.015,95% CI [-0.022,-0.009]):本研究强调,握力弱会增加抑郁症状的风险,而充足的认知功能可减轻握力弱与中国中老年人抑郁症风险增加之间的关联。应加强对握力弱、认知功能差的中老年人的心理护理。
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引用次数: 0
Identification of key proteins in early-onset Alzheimer's disease based on WGCNA. 基于 WGCNA 鉴定早老性痴呆症的关键蛋白。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-09 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1412222
Dazhi Li, Yaxin Wang, Jinliang Wang, Qiqiang Tang

Introduction: Early-onset Alzheimer's disease (EOAD) is sporadic, highly heterogeneous, and its underlying pathogenic mechanisms remain largely elusive. Proteomics research aims to uncover the biological processes and key proteins involved in disease progression. However, no proteomic studies to date have specifically focused on EOAD brain tissue.

Method: We integrated proteomic data from brain tissues of two Alzheimer's disease (AD) cohorts and constructed a protein co-expression network using weighted gene co-expression network analysis (WGCNA). We identified modules associated with EOAD, conducted functional enrichment analysis to understand the biological processes involved in EOAD, and pinpointed potential key proteins within the core modules most closely linked to AD pathology.

Results: In this study, we identified a total of 2,749 proteins associated with EOAD. Through protein co-expression network analysis, we discovered 41 distinct co-expression modules. Notably, the proteins within the core module most closely linked to AD pathology were significantly enriched in neutrophil degranulation. Additionally, we identified two potential key proteins within this core module that have not been previously reported in AD and validated their expression levels in 5xFAD mice.

Conclusion: In summary, through a protein co-expression network analysis, we identified EOAD-related biological processes and molecular pathways, and screened and validated two key proteins, ERBB2IP and LSP1. These proteins may play an important role in the progression of EOAD, suggesting they could serve as potential therapeutic targets for the disease.

导言:早发性阿尔茨海默病(EOAD)是一种散发性疾病,具有高度异质性,其潜在的致病机制在很大程度上仍然难以捉摸。蛋白质组学研究旨在揭示疾病进展所涉及的生物过程和关键蛋白质。然而,迄今为止还没有专门针对 EOAD 脑组织的蛋白质组学研究:我们整合了两个阿尔茨海默病(AD)队列脑组织的蛋白质组学数据,并利用加权基因共表达网络分析(WGCNA)构建了蛋白质共表达网络。我们确定了与EOAD相关的模块,进行了功能富集分析以了解EOAD所涉及的生物学过程,并在与AD病理关系最密切的核心模块中确定了潜在的关键蛋白:在这项研究中,我们共发现了2749个与EOAD相关的蛋白质。通过蛋白质共表达网络分析,我们发现了41个不同的共表达模块。值得注意的是,与AD病理关系最密切的核心模块中的蛋白质明显富集于中性粒细胞脱颗粒中。此外,我们还在这一核心模块中发现了两个潜在的关键蛋白,这些蛋白以前从未在 AD 中报道过,我们还验证了它们在 5xFAD 小鼠中的表达水平:总之,通过蛋白质共表达网络分析,我们确定了与 EOAD 相关的生物过程和分子通路,并筛选和验证了两个关键蛋白 ERBB2IP 和 LSP1。这些蛋白可能在 EOAD 的进展过程中发挥了重要作用,这表明它们可能成为该疾病的潜在治疗靶点。
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引用次数: 0
Implicit memory reduced selectively for negative words with aging. 随着年龄的增长,内隐记忆会选择性地减少对负面词语的记忆。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-09 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1454867
Sandra L Ladd, John D E Gabrieli

Background: Disproportionally better memory for positive versus negative information (mnemonic positivity effect, MPE) in older versus younger adults has been reported on tests of explicit memory (direct, intentional) as measured by recall and recognition. The purpose of this investigation was to examine whether the MPE would be observed for implicit memory (indirect, unintentional) under conditions where, based on previous research using single words, it was expected that the MPE for explicit memory would be absent.

Methods: This study investigated the influence of age on explicit and implicit memory for positive, negative, and neutral single words as measured by yes/no recognition and word identification on 24 older adults (aged 66-85) and 24 younger adults (aged 18-37) recruited from community centers in South Boston, Massachusetts.

Results: Older adults had lower recognition memory accuracy for positive, negative, and neutral words than younger adults, and, consistent with most prior studies, did not exhibit an explicit memory MPE for single words. For both groups, recognition accuracy was greatest for negative words, and was similar for positive and neutral words. In contrast, older adults exhibited implicit repetition priming, as measured by superior identification performance for repeated words, that was similar to younger adults for positive and neutral words. In younger adults, implicit memory was significantly greater for negative words than for positive and neutral words, whereas in older adults there were no significant differences in implicit memory for negative, positive, and neutral words. Therefore, selectively reduced priming for negative words in older adults was found in the context of enhanced priming for negative words in the younger adults.

Conclusion: These findings show that there was an implicit memory MPE in older adults for words even under conditions where there was no explicit memory MPE in the older adults. Dampening of negative valence implicit memory with aging expands the perimeter of the age-related positivity framework.

背景:有报道称,在通过回忆和识别进行的显性记忆(直接的、有意的)测试中,老年人对积极信息和消极信息的记忆效果(记忆的积极性效应,MPE)不成正比。本研究的目的是考察内隐记忆(间接、无意)中是否会出现 MPE,而根据以往使用单词进行的研究,预计显性记忆中不会出现 MPE:本研究调查了年龄对阳性、阴性和中性单词的显性和隐性记忆的影响,通过对 24 名老年人(66-85 岁)和 24 名年轻人(18-37 岁)的是/否识别和单词识别进行测量,研究对象来自马萨诸塞州南波士顿的社区中心:老年人对正面词、负面词和中性词的识别记忆准确率低于年轻人,而且与之前的大多数研究一致,老年人对单个词没有表现出显性记忆 MPE。在这两个群体中,对消极词的识别准确率最高,对积极词和中性词的识别准确率相近。相反,老年人则表现出内隐重复引物,表现为对重复词语的识别能力较强,而对正面词语和中性词语的识别能力与年轻人相似。在年轻人中,对消极词的内隐记忆明显高于对积极词和中性词的内隐记忆,而在老年人中,对消极词、积极词和中性词的内隐记忆没有明显差异。因此,在年轻人对负面词语的引物增强的情况下,老年人对负面词语的引物选择性地减少了:这些研究结果表明,即使在老年人没有显性记忆 MPE 的条件下,老年人对词语也存在内隐记忆 MPE。随着年龄的增长,负价内隐记忆的减弱扩大了与年龄相关的积极性框架的范围。
{"title":"Implicit memory reduced selectively for negative words with aging.","authors":"Sandra L Ladd, John D E Gabrieli","doi":"10.3389/fnagi.2024.1454867","DOIUrl":"https://doi.org/10.3389/fnagi.2024.1454867","url":null,"abstract":"<p><strong>Background: </strong>Disproportionally better memory for positive versus negative information (mnemonic positivity effect, MPE) in older versus younger adults has been reported on tests of explicit memory (direct, intentional) as measured by recall and recognition. The purpose of this investigation was to examine whether the MPE would be observed for implicit memory (indirect, unintentional) under conditions where, based on previous research using single words, it was expected that the MPE for explicit memory would be absent.</p><p><strong>Methods: </strong>This study investigated the influence of age on explicit and implicit memory for positive, negative, and neutral single words as measured by yes/no recognition and word identification on 24 older adults (aged 66-85) and 24 younger adults (aged 18-37) recruited from community centers in South Boston, Massachusetts.</p><p><strong>Results: </strong>Older adults had lower recognition memory accuracy for positive, negative, and neutral words than younger adults, and, consistent with most prior studies, did not exhibit an explicit memory MPE for single words. For both groups, recognition accuracy was greatest for negative words, and was similar for positive and neutral words. In contrast, older adults exhibited implicit repetition priming, as measured by superior identification performance for repeated words, that was similar to younger adults for positive and neutral words. In younger adults, implicit memory was significantly greater for negative words than for positive and neutral words, whereas in older adults there were no significant differences in implicit memory for negative, positive, and neutral words. Therefore, selectively reduced priming for negative words in older adults was found in the context of enhanced priming for negative words in the younger adults.</p><p><strong>Conclusion: </strong>These findings show that there was an implicit memory MPE in older adults for words even under conditions where there was no explicit memory MPE in the older adults. Dampening of negative valence implicit memory with aging expands the perimeter of the age-related positivity framework.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1454867"},"PeriodicalIF":4.1,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11497464/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142498118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence and risk factors of subjective cognitive decline in older adults in Baotou, China: a cross-sectional study. 中国包头市老年人主观认知能力下降的发生率和风险因素:一项横断面研究。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-09 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1422258
Shang-Jia Ma, Yan-Xue Yu, Kai Tian, Wen Yong, Wen-Long Yu, Ru-Yu Bai, Li-E Wu, Xia Guo

Objectives: Subjective cognitive decline (SCD) as a stage between healthy cognition and early neurocognitive disorders, has been proposed to be helpful in the diagnosis of prodromal neurocognitive disorders. To investigate the prevalence of SCD and the related risk factors on the prevalence.

Methods: A cross-sectional study involving 1,120 elderly subjects residing in Baotou, China. From June 2021 to June 2023, the data were gathered by research assistants with training utilizing standardized questionnaires. The following factors were evaluated: subjective cognitive decline, physical and cognitive activity levels, past medical history, demographics, instrumental activities of daily living, and cognitive function. Risk factors of SCD were used chi-square tests and multivariate logistic regression analysis.

Results: The prevalence of SCD was 43.8%. Permanent residence, marital status, BMI, dietary habits, average sleep duration per night, smoking, diabetes, coronary heart disease, and visual impairment were significantly associated with SCD (p < 0 0.05). Multivariable logistic regression analysis showed obesity, vegetarian-based, smoking for a long time, diabetes and coronary heart disease, visual impairment, no spouse, and average sleep duration per night <6 h were independent risk factors for SCD. Based on the gender analysis, the difference in marital status, dietary habits, average sleep duration per night, smoking, drinking, and hypertension was statistically significant (p < 0.001).

Conclusion: The prevalence of subjective cognitive decline was high among elder adults. We discovered significant differences in the prevalence or risk factors for SCD between men and women based on their sex. This study provides a more theoretical basis for the early prevention and screening of cognitive impairment diseases in the elderly population.

目的:主观认知衰退(SCD)是介于健康认知和早期神经认知障碍之间的一个阶段,被认为有助于诊断前驱神经认知障碍。目的:研究 SCD 的患病率及其相关风险因素:方法:一项横断面研究,涉及 1120 名居住在中国包头的老年人。从 2021 年 6 月至 2023 年 6 月,由经过培训的研究助理利用标准化问卷收集数据。评估了以下因素:主观认知衰退、体力和认知活动水平、既往病史、人口统计学、日常生活工具活动和认知功能。SCD的风险因素采用了卡方检验和多变量逻辑回归分析:结果:SCD 的发病率为 43.8%。常住地、婚姻状况、体重指数、饮食习惯、每晚平均睡眠时间、吸烟、糖尿病、冠心病和视力障碍与 SCD 有显著相关性(p p 结论:SCD 的患病率与主观认知功能的患病率显著相关:老年人主观认知能力下降的发生率很高。我们发现男性和女性在 SCD 的患病率或风险因素方面存在明显的性别差异。本研究为老年人群认知功能障碍疾病的早期预防和筛查提供了更多的理论依据。
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引用次数: 0
A review of proposed mechanisms for neurodegenerative disease. 神经退行性疾病的拟议机制综述。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-08 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1370580
Benjamin M Kelser, Eric M Teichner, Robert C Subtirelu, Kevin N Hoss

Neurodegenerative diseases, such as Alzheimer's, Parkinson's, and amyotrophic lateral sclerosis (ALS) affect millions and present significant challenges in healthcare and treatment costs. The debate in the field pivots around two hypotheses: synaptic spread and selective vulnerability. Pioneers like Virginia Lee and John Trojanowski have been instrumental in identifying key proteins (tau, alpha-synuclein, TDP-43) central to these diseases. The synaptic spread hypothesis suggests a cell-to-cell propagation of pathogenic proteins across neuronal synapses, influencing disease progression, with studies highlighting the role of proteins like alpha-synuclein and amyloid-beta in this process. In contrast, the selective vulnerability hypothesis proposes inherent susceptibility of certain neurons to degeneration due to factors like metabolic stress, leading to protein aggregation. Recent advancements in neuroimaging, especially PET/MRI hybrid imaging, offer new insights into these mechanisms. While both hypotheses offer substantial evidence, their relative contributions to neurodegenerative processes remain to be fully elucidated. This uncertainty underscores the necessity for continued research, with a focus on these hypotheses, to develop effective treatments for these devastating diseases.

阿尔茨海默氏症、帕金森氏症和肌萎缩侧索硬化症(ALS)等神经退行性疾病影响着数百万人,给医疗保健和治疗成本带来了巨大挑战。该领域的争论主要围绕两个假说展开:突触扩散和选择性易损性。弗吉尼亚-李(Virginia Lee)和约翰-特罗亚诺夫斯基(John Trojanowski)等先驱在确定这些疾病的关键蛋白(tau、α-突触核蛋白、TDP-43)方面发挥了重要作用。突触扩散假说认为,致病蛋白在神经元突触间进行细胞间传播,影响疾病的进展,研究强调了α-突触核蛋白和淀粉样蛋白-β等蛋白在这一过程中的作用。与此相反,选择性易损性假说认为,某些神经元因代谢压力等因素而天生易受退化影响,从而导致蛋白质聚集。神经影像学的最新进展,尤其是 PET/MRI 混合成像技术,为这些机制提供了新的见解。虽然这两种假说都提供了大量证据,但它们对神经退行性过程的相对作用仍有待全面阐明。这种不确定性突出表明,有必要以这些假说为重点继续开展研究,以便为这些破坏性疾病开发出有效的治疗方法。
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引用次数: 0
A bibliometric analysis of cerebral small vessel disease. 脑小血管疾病的文献计量分析。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-07 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1400844
Xiaoxiao Yan, Yongyin Zhang, Ruqian He, Xiachan Chen, Mian Lin

Background: Cerebral small vessel disease (CSVD) is a significant contributor to both stroke and dementia. While numerous studies on CSVD have been published, herein, we have conducted a bibliometric examination of the literature on CSVD, revealing its hot spots and emerging patterns.

Methods: We used the Web of Science Core Collection as our primary database and conducted a literature search from January 2008 to January 2023. CiteSpace, VOSviewer, online bibliometric platform, and R-bibliometrix were employed to conduct bibliometric analysis and network visualization, including the number of publications, countries, institutions, journals, citations, authors, references, and keywords.

Results: A total of 4891 publications on CSVD were published in 790 journals by 19,066 authors at 3,862 institutions from 84 countries. The United States produced the most written works and had a significant impact in this field of study. The University of Edinburgh had the highest publication count overall. The journal with the most publications and co-citations was Stroke. Wardlaw, Joanna was the most prolific author and commonly cited in the field. The current areas of research interest revolved around "MRI segmentation" and "Enlarged perivascular spaces in the basal ganglia."

Conclusion: We conducted a bibliometric analysis to examine the advancements, focal points, and cutting-edge areas in the field of CSVD to reveal potential future research opportunities. Research on CSVD is currently rapidly advancing, with a consistent rise in publications on the topic since 2008. At the same time, we identified leading countries, institutions, and leading scholars in the field and analyzed journals and representative literature. Keyword co-occurrence analysis and burst graph emergence detection identified MRI segmentation and Basal ganglia enlarged perivascular spaces as the most recent areas of research interest.

背景:脑小血管病(CSVD)是导致中风和痴呆的重要因素。尽管有关 CSVD 的研究已经发表了很多,但在此,我们对有关 CSVD 的文献进行了文献计量学检查,揭示了其热点和新出现的模式:我们使用 Web of Science Core Collection 作为主要数据库,对 2008 年 1 月至 2023 年 1 月期间的文献进行了检索。采用CiteSpace、在线文献计量平台VOSviewer和R-bibliometrix进行文献计量分析和网络可视化,包括出版物数量、国家、机构、期刊、引文、作者、参考文献和关键词:共有来自 84 个国家 3,862 个机构的 19,066 位作者在 790 种期刊上发表了 4891 篇关于 CSVD 的论文。美国的著作最多,在这一研究领域产生了重大影响。爱丁堡大学发表的论文数量最多。发表和联合引用最多的期刊是《Stroke》。乔安娜-沃德劳(Wardlaw, Joanna)是该领域最多产的作者,也是最常被引用的作者。目前的研究兴趣领域主要围绕 "核磁共振成像分割 "和 "基底节血管周围空间扩大":我们进行了文献计量分析,研究 CSVD 领域的进展、焦点和前沿领域,以揭示未来潜在的研究机会。目前,有关 CSVD 的研究进展迅速,自 2008 年以来,有关该主题的论文数量持续上升。同时,我们还确定了该领域的主要国家、机构和主要学者,并对期刊和代表性文献进行了分析。通过关键词共现分析和突发图检测,我们发现磁共振成像分割和基底节扩大的血管周围空间是最新的研究热点。
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引用次数: 0
MRI radiomics combined with machine learning for diagnosing mild cognitive impairment: a focus on the cerebellar gray and white matter. 磁共振成像放射组学结合机器学习诊断轻度认知障碍:聚焦小脑灰质和白质。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-04 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1460293
Andong Lin, Yini Chen, Yi Chen, Zhinan Ye, Weili Luo, Ying Chen, Yaping Zhang, Wenjie Wang

Objective: Mild Cognitive Impairment (MCI) is a recognized precursor to Alzheimer's Disease (AD), presenting a significant risk of progression. Early detection and intervention in MCI can potentially slow disease advancement, offering substantial clinical benefits. This study employed radiomics and machine learning methodologies to distinguish between MCI and Normal Cognition (NC) groups.

Methods: The study included 172 MCI patients and 183 healthy controls from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database, all of whom had 3D-T1 weighted MRI structural images. The cerebellar gray and white matter were segmented automatically using volBrain software, and radiomic features were extracted and screened through Pyradiomics. The screened features were then input into various machine learning models, including Random Forest (RF), Logistic Regression (LR), eXtreme Gradient Boosting (XGBoost), Support Vector Machines (SVM), K Nearest Neighbors (KNN), Extra Trees, Light Gradient Boosting Machine (LightGBM), and Multilayer Perceptron (MLP). Each model was optimized for penalty parameters through 5-fold cross-validation to construct radiomic models. The DeLong test was used to evaluate the performance of different models.

Results: The LightGBM model, which utilizes a combination of cerebellar gray and white matter features (comprising eight gray matter and eight white matter features), emerges as the most effective model for radiomics feature analysis. The model demonstrates an Area Under the Curve (AUC) of 0.863 for the training set and 0.776 for the test set.

Conclusion: Radiomic features based on the cerebellar gray and white matter, combined with machine learning, can objectively diagnose MCI, which provides significant clinical value for assisted diagnosis.

目的:轻度认知功能障碍(MCI)是公认的阿尔茨海默病(AD)的前兆,具有显著的恶化风险。早期发现和干预 MCI 有可能延缓疾病的发展,从而带来巨大的临床益处。本研究采用放射组学和机器学习方法来区分 MCI 组和正常认知(NC)组:研究对象包括阿尔茨海默病神经影像学倡议(ADNI)数据库中的172名MCI患者和183名健康对照者,他们都有三维-T1加权磁共振成像结构图像。使用 volBrain 软件自动分割小脑灰质和白质,并通过 Pyradiomics 提取和筛选放射组学特征。然后将筛选出的特征输入各种机器学习模型,包括随机森林(RF)、逻辑回归(LR)、极梯度提升(XGBoost)、支持向量机(SVM)、K 最近邻(KNN)、额外树、轻梯度提升机(LightGBM)和多层感知器(MLP)。每个模型都通过 5 倍交叉验证对惩罚参数进行了优化,以构建辐射组模型。使用 DeLong 检验来评估不同模型的性能:结果:利用小脑灰质和白质特征组合(包括八个灰质特征和八个白质特征)的LightGBM模型成为最有效的放射组学特征分析模型。该模型的训练集曲线下面积(AUC)为 0.863,测试集为 0.776:结论:基于小脑灰质和白质的放射组学特征与机器学习相结合,可以客观诊断 MCI,为辅助诊断提供了重要的临床价值。
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引用次数: 0
Disparities in structural brain imaging in older adults from rural communities in Southern Nevada. 南内华达州农村社区老年人大脑结构成像的差异。
IF 4.1 2区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2024-10-04 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1465744
Xiaowei Zhuang, Dietmar Cordes, Jessica Z K Caldwell, Andrew R Bender, Justin B Miller

Introduction: Identifying the associations between rural-living or neighborhood disadvantage and neurobiology may clarify rural-urban disparities in older adults with cognitive impairment related to Alzheimer's disease.

Methods: We examined rural-urban differences and neighborhood disadvantages in brain cortical thickness (CT) measures among 71 rural and 87 urban-dwelling older adults. Analysis of covariance was used to test each FreeSurfer-derived CT measures' associations with rural-urban living, clinical impairment status, and their interactions. Post-hoc linear regressions were used to test the association between CT measures and neighborhood disadvantage index.

Results: Rural-dwelling older adults had thinner cortices in temporal and inferior frontal regions compared to urban participants, especially among clinically normal participants, where the thinner temporal cortex further correlated with higher neighborhood disadvantage. Conversely, rural participants had thicker cortices in superior frontal, parietal and occipital regions.

Discussion: Our results suggest a complex interplay between community contexts and neurobiology. For memory-related regions, rural-living and neighborhood disadvantage might be negatively associated with subjects' brain structures.

引言确定农村生活或邻里劣势与神经生物学之间的关联,可以澄清与阿尔茨海默病相关的认知障碍老年人的城乡差异:我们研究了 71 名农村老年人和 87 名城市老年人脑皮质厚度(CT)测量中的城乡差异和邻里劣势。我们使用协方差分析法检验了 FreeSurfer 衍生的 CT 测量值与城乡居住、临床损伤状况及其交互作用之间的关系。事后线性回归用于检验 CT 指标与邻里不利指数之间的关联:结果:与城市参与者相比,居住在农村的老年人颞部和额下部皮质较薄,尤其是在临床正常的参与者中,较薄的颞部皮质与较高的邻里劣势进一步相关。相反,农村参与者的额叶上部、顶叶和枕叶皮层较厚:我们的研究结果表明,社区环境与神经生物学之间存在复杂的相互作用。就记忆相关区域而言,农村生活和邻里劣势可能与受试者的大脑结构呈负相关。
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引用次数: 0
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Frontiers in Aging Neuroscience
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