Objective: The number of people with dementia and cognitive impairment is rising every year as the older population grows. The higher prevalence and mortality rates of dementia and cognitive impairment place an enormous burden on healthcare and economic systems worldwide. Studies have shown that older adults with sensory impairments are at a higher risk of developing dementia and cognitive impairment than normal older adults. There is a lack of systematic reviews on the relationship between sensory impairment and dementia and cognitive impairment in older persons. This meta-analysis aimed to analyze the correlation of visual impairment, hearing impairment, and dual sensory impairment with dementia and cognitive impairment, and to provide guidance for reducing the incidence of dementia and cognitive impairment in older adults.
Methods: Computerized searches were conducted using the CNKI, Wanfang, Vip, Sinomed, PubMed, Web of Science, Cochrane Library, and Embase databases. Supplementary searches were performed on 2 clinical trial registries.
Results: Meta-analysis was performed by log-transforming the study-specific estimates. The heterogeneity of studies was characterized by Q-test and I2. The results of the studies indicated that dual sensory impairment was associated with dementia [OR 95% CI 1.66 (1.47, 1.86)], visual impairment was associated with dementia [OR 95% CI 1.60 (1.48, 1.74)], hearing impairment was associated with dementia [OR 95% CI 1.26 (1.22, 1.31)], dual sensory impairment was associated with cognitive impairment [OR 95% CI 2.08 (1.70, 2.54)], visual impairment was associated with cognitive impairment [OR 95% CI 1.84 (1.44, 2.36)], and hearing impairment was associated with cognitive impairment in old age [OR 95% CI 1.50 (1.36, 1.65)].
Conclusion: Sensory impairment is a predictor of dementia and cognitive impairment. Healthcare professionals should prioritize screening older adults with sensory impairments to reduce the incidence of dementia and cognitive impairment.
目的:随着老年人口的增长,痴呆症和认知障碍患者的数量每年都在上升。痴呆症和认知障碍的较高患病率和死亡率给世界各地的卫生保健和经济系统带来了巨大负担。研究表明,与正常老年人相比,有感觉障碍的老年人患痴呆症和认知障碍的风险更高。老年人感觉障碍与痴呆和认知障碍之间的关系缺乏系统的综述。本荟萃分析旨在分析视觉障碍、听力障碍和双重感觉障碍与痴呆和认知障碍的相关性,为降低老年人痴呆和认知障碍的发生率提供指导。方法:计算机检索中国知网、万方、维普、中国医学信息网、PubMed、Web of Science、Cochrane Library和Embase数据库。在2个临床试验注册中心进行了补充检索。结果:通过对数转换研究特定估计值进行meta分析。采用q检验和i2对研究的异质性进行表征。研究结果表明,双重感觉障碍与痴呆相关[OR 95% CI 1.66(1.47, 1.86)],视觉障碍与痴呆相关[OR 95% CI 1.60(1.48, 1.74)],听力障碍与痴呆相关[OR 95% CI 1.26(1.22, 1.31)],双重感觉障碍与认知障碍相关[OR 95% CI 2.08(1.70, 2.54)],视觉障碍与认知障碍相关[OR 95% CI 1.84 (1.44, 2.36)],老年认知障碍与听力障碍相关[OR 95% CI 1.50(1.36, 1.65)]。结论:感觉障碍是痴呆和认知障碍的预测因子。医疗保健专业人员应优先筛选有感觉障碍的老年人,以减少痴呆和认知障碍的发生率。系统综述注册:https://www.crd.york.ac.uk/prospero/,标识符CRD42024606342。
{"title":"The validity of visual and hearing impairment in predicting dementia and cognitive impairment in older adults: a systematic review and meta-analysis.","authors":"Qingwen Gan, Yiling Yuan, Qianqian Hu, Yonghui Zhang","doi":"10.3389/fnagi.2025.1656686","DOIUrl":"10.3389/fnagi.2025.1656686","url":null,"abstract":"<p><strong>Objective: </strong>The number of people with dementia and cognitive impairment is rising every year as the older population grows. The higher prevalence and mortality rates of dementia and cognitive impairment place an enormous burden on healthcare and economic systems worldwide. Studies have shown that older adults with sensory impairments are at a higher risk of developing dementia and cognitive impairment than normal older adults. There is a lack of systematic reviews on the relationship between sensory impairment and dementia and cognitive impairment in older persons. This meta-analysis aimed to analyze the correlation of visual impairment, hearing impairment, and dual sensory impairment with dementia and cognitive impairment, and to provide guidance for reducing the incidence of dementia and cognitive impairment in older adults.</p><p><strong>Methods: </strong>Computerized searches were conducted using the CNKI, Wanfang, Vip, Sinomed, PubMed, Web of Science, Cochrane Library, and Embase databases. Supplementary searches were performed on 2 clinical trial registries.</p><p><strong>Results: </strong>Meta-analysis was performed by log-transforming the study-specific estimates. The heterogeneity of studies was characterized by Q-test and <i>I</i> <sup>2</sup>. The results of the studies indicated that dual sensory impairment was associated with dementia [OR 95% CI 1.66 (1.47, 1.86)], visual impairment was associated with dementia [OR 95% CI 1.60 (1.48, 1.74)], hearing impairment was associated with dementia [OR 95% CI 1.26 (1.22, 1.31)], dual sensory impairment was associated with cognitive impairment [OR 95% CI 2.08 (1.70, 2.54)], visual impairment was associated with cognitive impairment [OR 95% CI 1.84 (1.44, 2.36)], and hearing impairment was associated with cognitive impairment in old age [OR 95% CI 1.50 (1.36, 1.65)].</p><p><strong>Conclusion: </strong>Sensory impairment is a predictor of dementia and cognitive impairment. Healthcare professionals should prioritize screening older adults with sensory impairments to reduce the incidence of dementia and cognitive impairment.</p><p><strong>Systematic review registration: </strong>https://www.crd.york.ac.uk/prospero/, identifier CRD42024606342.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1656686"},"PeriodicalIF":4.5,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12856923/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104620","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}
Pub Date : 2026-01-16eCollection Date: 2026-01-01DOI: 10.3389/fnagi.2026.1727812
Jian Yao, Jiajia Ma, Peng Li, Xianglian Liao, Jie Zan, Liangshan Hu, Guihua Li
Background: The early differential diagnosis of Parkinson's disease (PD) and atypical parkinsonian syndromes (APSs) poses challenges. The current methods, which rely on clinical assessments and single-modal biomarkers, lack sufficient sensitivity and specificity. This study aims to develop a multidimensional model integrating plasma biomarkers, clinical parameters, and neuroimaging radiomic features to improve the accuracy of differentiating PD from APS.
Methods: A total of 150 participants were enrolled in the study, including 56 healthy controls (HC), 54 patients with PD, and 40 patients with APSs. Plasma biomarkers (NFL, GFAP, α-syn, and tau), clinical indicators (e.g., disease duration and UPDRS-III scores), and radiomic features (1,316 IBSI-standardized features) from magnetic resonance imaging scans of the midbrain and pons were collected. Core variables were screened using LASSO regression and random forest algorithms, and a multivariate logistic regression model was constructed. The performance of the model was evaluated using receiver operating characteristic curves, calibration curves, and cross-validation.
Results: Plasma GFAP and NFL levels showed a significant gradient change: APS group (GFAP: 89.9 pg./mL; NFL: 77.3 pg./mL) > PD group (GFAP: 47.1 pg./mL; NFL: 50.0 pg./mL) > HC group (GFAP: 22.1 pg./mL; NFL: 37.5 pg./mL; p < 0.05). The levels of α-syn and tau in the PD and APS groups were significantly higher than those in the HC group (p < 0.001), but there was no difference between the two groups. Four core variables (NFL, GFAP, disease duration, and pontine voxel volume) were selected. The area under the curve (AUC) of the combined model for identifying PD and APS was 0.874 (95% confidence interval: 0.801-0.946), which was significantly higher than that of single variables (such as NFL alone AUC = 0.653). Cross-validation confirmed the stability of the model (AUC = 0.843).
Conclusion: This was the first study to integrate plasma NFL/GFAP, clinical disease duration, and pontine radiomic features to construct a high-precision PD-APS differential model (AUC > 0.87), addressing the limitations of traditional single-mode approaches. The gradient changes in GFAP and the APS-specificity of NFL serve as key biomarkers. Thus, this multidimensional framework provides a practical diagnostic tool for resource-limited scenarios.
{"title":"Combining plasma biomarkers, clinical parameters, and neuroimaging features for differential diagnosis of Parkinson's disease and atypical parkinsonian syndromes: a multidimensional modeling approach.","authors":"Jian Yao, Jiajia Ma, Peng Li, Xianglian Liao, Jie Zan, Liangshan Hu, Guihua Li","doi":"10.3389/fnagi.2026.1727812","DOIUrl":"10.3389/fnagi.2026.1727812","url":null,"abstract":"<p><strong>Background: </strong>The early differential diagnosis of Parkinson's disease (PD) and atypical parkinsonian syndromes (APSs) poses challenges. The current methods, which rely on clinical assessments and single-modal biomarkers, lack sufficient sensitivity and specificity. This study aims to develop a multidimensional model integrating plasma biomarkers, clinical parameters, and neuroimaging radiomic features to improve the accuracy of differentiating PD from APS.</p><p><strong>Methods: </strong>A total of 150 participants were enrolled in the study, including 56 healthy controls (HC), 54 patients with PD, and 40 patients with APSs. Plasma biomarkers (NFL, GFAP, <i>α</i>-syn, and tau), clinical indicators (e.g., disease duration and UPDRS-III scores), and radiomic features (1,316 IBSI-standardized features) from magnetic resonance imaging scans of the midbrain and pons were collected. Core variables were screened using LASSO regression and random forest algorithms, and a multivariate logistic regression model was constructed. The performance of the model was evaluated using receiver operating characteristic curves, calibration curves, and cross-validation.</p><p><strong>Results: </strong>Plasma GFAP and NFL levels showed a significant gradient change: APS group (GFAP: 89.9 pg./mL; NFL: 77.3 pg./mL) > PD group (GFAP: 47.1 pg./mL; NFL: 50.0 pg./mL) > HC group (GFAP: 22.1 pg./mL; NFL: 37.5 pg./mL; <i>p</i> < 0.05). The levels of <i>α</i>-syn and tau in the PD and APS groups were significantly higher than those in the HC group (<i>p</i> < 0.001), but there was no difference between the two groups. Four core variables (NFL, GFAP, disease duration, and pontine voxel volume) were selected. The area under the curve (AUC) of the combined model for identifying PD and APS was 0.874 (95% confidence interval: 0.801-0.946), which was significantly higher than that of single variables (such as NFL alone AUC = 0.653). Cross-validation confirmed the stability of the model (AUC = 0.843).</p><p><strong>Conclusion: </strong>This was the first study to integrate plasma NFL/GFAP, clinical disease duration, and pontine radiomic features to construct a high-precision PD-APS differential model (AUC > 0.87), addressing the limitations of traditional single-mode approaches. The gradient changes in GFAP and the APS-specificity of NFL serve as key biomarkers. Thus, this multidimensional framework provides a practical diagnostic tool for resource-limited scenarios.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"18 ","pages":"1727812"},"PeriodicalIF":4.5,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12855463/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104552","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}
Pub Date : 2026-01-15eCollection Date: 2025-01-01DOI: 10.3389/fnagi.2025.1734432
Jule Hofacker, Bahne H Bahners, Cinja Huber, Christian J Hartmann, Inga Claus, Sonja Suntrup-Krueger, Alfons Schnitzler, Tobias Warnecke, Bendix Labeit
Introduction: Oropharyngeal dysphagia (OD) is a common and significant complication of Parkinson's disease (PD), contributing to malnutrition, respiratory complications and impaired medication intake. The pathophysiology of OD in PD is heterogeneous, involving basal ganglia dysfunction with associated motor impairments in the oropharynx, cortical pathophysiology, and α-synuclein pathology in peripheral nerves. While deep brain stimulation (DBS) is an established intervention for motor symptom management in PD, its effects on swallowing function remain poorly understood and controversial. This narrative review aims to critically evaluate the current evidence on the effects of DBS on OD in PD and to outline potential future research directions, grounded in current understanding of OD pathophysiology and DBS mechanisms.
Methods: A narrative review of clinical studies examining the effects of DBS on swallowing function in people with PD was conducted. Studies were identified through database searching of MEDLINE, Embase and Cochrane Library, from inception of the databases until May 2025. Inclusion criteria encompassed clinical studies and case reports investigating DBS effects on swallowing outcomes in people with PD, with no language restrictions applied. Data regarding study design, DBS intervention and stimulation parameters, swallow-related outcomes and assessment methods were extracted and compiled systematically.
Results: A total of 24 clinical studies, including prospective and retrospective observational studies and case reports, were included in this review. Evidence regarding DBS effects remains inconsistent. Subthalamic DBS shows the greatest variability: some studies report improvements in aspiration frequency or pharyngeal timing, while others describe no change or even long-term deterioration in swallowing safety. Pallidal DBS appears to neither improve nor deteriorate swallowing function, however, evidence is limited to four mainly retrospective studies with small sample sizes. Evidence on combined or alternative targets remains sparse and heterogeneous. Patient-reported swallowing outcomes are often more favorable than instrumental measures.
Discussion: DBS may influence swallowing in PD, but outcomes likely depend on OD phenotypes, stimulation targets and parameters. Future research should recruit adequately powered cohorts, apply standardized instrumental assessments including detailed OD phenotyping, systematically explore stimulation parameters, distinguish short- from long-term effects, and integrate OD outcomes into DBS programming.
{"title":"Effect of deep brain stimulation on dysphagia in Parkinson's disease: mechanisms, evidence, and outlook.","authors":"Jule Hofacker, Bahne H Bahners, Cinja Huber, Christian J Hartmann, Inga Claus, Sonja Suntrup-Krueger, Alfons Schnitzler, Tobias Warnecke, Bendix Labeit","doi":"10.3389/fnagi.2025.1734432","DOIUrl":"10.3389/fnagi.2025.1734432","url":null,"abstract":"<p><strong>Introduction: </strong>Oropharyngeal dysphagia (OD) is a common and significant complication of Parkinson's disease (PD), contributing to malnutrition, respiratory complications and impaired medication intake. The pathophysiology of OD in PD is heterogeneous, involving basal ganglia dysfunction with associated motor impairments in the oropharynx, cortical pathophysiology, and <i>α</i>-synuclein pathology in peripheral nerves. While deep brain stimulation (DBS) is an established intervention for motor symptom management in PD, its effects on swallowing function remain poorly understood and controversial. This narrative review aims to critically evaluate the current evidence on the effects of DBS on OD in PD and to outline potential future research directions, grounded in current understanding of OD pathophysiology and DBS mechanisms.</p><p><strong>Methods: </strong>A narrative review of clinical studies examining the effects of DBS on swallowing function in people with PD was conducted. Studies were identified through database searching of MEDLINE, Embase and Cochrane Library, from inception of the databases until May 2025. Inclusion criteria encompassed clinical studies and case reports investigating DBS effects on swallowing outcomes in people with PD, with no language restrictions applied. Data regarding study design, DBS intervention and stimulation parameters, swallow-related outcomes and assessment methods were extracted and compiled systematically.</p><p><strong>Results: </strong>A total of 24 clinical studies, including prospective and retrospective observational studies and case reports, were included in this review. Evidence regarding DBS effects remains inconsistent. Subthalamic DBS shows the greatest variability: some studies report improvements in aspiration frequency or pharyngeal timing, while others describe no change or even long-term deterioration in swallowing safety. Pallidal DBS appears to neither improve nor deteriorate swallowing function, however, evidence is limited to four mainly retrospective studies with small sample sizes. Evidence on combined or alternative targets remains sparse and heterogeneous. Patient-reported swallowing outcomes are often more favorable than instrumental measures.</p><p><strong>Discussion: </strong>DBS may influence swallowing in PD, but outcomes likely depend on OD phenotypes, stimulation targets and parameters. Future research should recruit adequately powered cohorts, apply standardized instrumental assessments including detailed OD phenotyping, systematically explore stimulation parameters, distinguish short- from long-term effects, and integrate OD outcomes into DBS programming.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1734432"},"PeriodicalIF":4.5,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12852375/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104574","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}
Pub Date : 2026-01-15eCollection Date: 2025-01-01DOI: 10.3389/fnagi.2025.1704130
Buse Dikici, Robert Malinowski, Jan-Bernhard Kordaß, Klaus Obermayer, Julia Ladenbauer, Agnes Flöel
Background: During non-rapid eye movement (NREM) sleep, cortical slow oscillation (SO; <1 Hz) and thalamic sleep spindle activity (12-15 Hz) interact through precise phase coupling to support memory consolidation. Slow oscillatory transcranial direct current stimulation (so-tDCS) can modulate these oscillations. Traditionally, anodal so-tDCS is used to depolarize the cortex during SO up-states, thereby promoting SO activity and SO-spindle coupling. However, intracranial findings suggest that SO down-states, characterized by cortical hyperpolarization, can trigger thalamic spindle bursts. This raises the hypothesis that cathodal so-tDCS, by promoting hyperpolarization, could selectively enhance down-states and more effectively improve SO-spindle coupling.
Methods: We tested this hypothesis in 22 healthy older adults, a population known to exhibit diminished NREM oscillatory activity. Each participant received cathodal, anodal, and sham so-tDCS in separate nap sleep sessions. We quantified SO and spindle characteristics, their temporal coupling, and cortical excitation/inhibition (E/I) balance using EEG spectral slope. We also assessed individual circadian preference (chronotype) as a potential moderator.
Results: We found that anodal so-tDCS improved SO-spindle synchrony and increased spindle power over sham in participants with intermediate or evening chronotypes, while cathodal so-tDCS did not enhance these oscillatory measures compared to sham, despite prolonging SO down-states. Anodal so-tDCS also shifted E/I balance toward increased excitability, indicating increased cortical excitability, whereas cathodal so-tDCS did not produce the anticipated opposite shift.
Conclusion: In summary, anodal, but not cathodal, so-tDCS effectively enhanced thalamocortical interactions underlying memory consolidation. Furthermore, these findings highlight the importance of individual factors such as chronotype in brain stimulation responsiveness.
{"title":"Polarity-dependent modulation of sleep oscillations and cortical excitability in aging.","authors":"Buse Dikici, Robert Malinowski, Jan-Bernhard Kordaß, Klaus Obermayer, Julia Ladenbauer, Agnes Flöel","doi":"10.3389/fnagi.2025.1704130","DOIUrl":"10.3389/fnagi.2025.1704130","url":null,"abstract":"<p><strong>Background: </strong>During non-rapid eye movement (NREM) sleep, cortical slow oscillation (SO; <1 Hz) and thalamic sleep spindle activity (12-15 Hz) interact through precise phase coupling to support memory consolidation. Slow oscillatory transcranial direct current stimulation (so-tDCS) can modulate these oscillations. Traditionally, anodal so-tDCS is used to depolarize the cortex during SO up-states, thereby promoting SO activity and SO-spindle coupling. However, intracranial findings suggest that SO down-states, characterized by cortical hyperpolarization, can trigger thalamic spindle bursts. This raises the hypothesis that cathodal so-tDCS, by promoting hyperpolarization, could selectively enhance down-states and more effectively improve SO-spindle coupling.</p><p><strong>Methods: </strong>We tested this hypothesis in 22 healthy older adults, a population known to exhibit diminished NREM oscillatory activity. Each participant received cathodal, anodal, and sham so-tDCS in separate nap sleep sessions. We quantified SO and spindle characteristics, their temporal coupling, and cortical excitation/inhibition (E/I) balance using EEG spectral slope. We also assessed individual circadian preference (chronotype) as a potential moderator.</p><p><strong>Results: </strong>We found that anodal so-tDCS improved SO-spindle synchrony and increased spindle power over sham in participants with intermediate or evening chronotypes, while cathodal so-tDCS did not enhance these oscillatory measures compared to sham, despite prolonging SO down-states. Anodal so-tDCS also shifted E/I balance toward increased excitability, indicating increased cortical excitability, whereas cathodal so-tDCS did not produce the anticipated opposite shift.</p><p><strong>Conclusion: </strong>In summary, anodal, but not cathodal, so-tDCS effectively enhanced thalamocortical interactions underlying memory consolidation. Furthermore, these findings highlight the importance of individual factors such as chronotype in brain stimulation responsiveness.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1704130"},"PeriodicalIF":4.5,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12852367/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104627","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}
Pub Date : 2026-01-15eCollection Date: 2025-01-01DOI: 10.3389/fnagi.2025.1744493
Shengjie Du, Xijiang Tian, Rui Ren, Luya Shi
Background: Rapid eye movement sleep behavior disorder (RBD) is increasingly recognized as both a prodromal marker and a significant predictor of Parkinson's disease (PD) progression. Despite a surge in related research, a comprehensive bibliometric evaluation summarizing the field's development, key contributors, and thematic evolution remains lacking. This study aimed to uncover the knowledge structure and emerging frontiers in RBD-related PD research through bibliometric analysis.
Methods: On September 1, 2,025, an extensive literature search was conducted in the Web of Science Core Collection and Scopus databases using standardized RBD-related PD keywords. Bibliometric analysis and knowledge mapping were performed with CiteSpace, VOSviewer, and R software.
Results: A total of 2,887 publications were identified, research output has increased steadily since 2013. Keyword co-occurrence and clustering analyses revealed three primary research directions: (1) longitudinal studies of RBD as a prodromal manifestation of synucleinopathies, (2) biomarker discovery for early diagnosis and disease monitoring, and (3) clinical interventions targeting sleep disturbances and neuroprotection. Notably, recent research trends emphasize non-motor symptoms of PD, overlapping mechanisms with Lewy body disease, and the application of advanced neuroimaging and digital sleep-monitoring technologies. Additionally, emerging keywords highlight biomarkers, gender differences, melatonin as focal points.
Conclusion: This bibliometric analysis provides a systematic overview of the RBD-related PD research landscape. It underscores the field's shift from clinical observation to mechanistic exploration and translational application. These findings may guide future studies aimed at improving early detection and developing individualized therapeutic strategies for patients with RBD and PD.
背景:快速眼动睡眠行为障碍(RBD)越来越被认为是帕金森病(PD)进展的前驱标志和重要预测因子。尽管相关研究激增,但总结该领域发展、主要贡献者和专题演变的综合文献计量评估仍然缺乏。本研究旨在通过文献计量分析揭示rbd相关PD研究的知识结构和新兴前沿。方法:于2025年9月1日在Web of Science Core Collection和Scopus数据库中使用标准化的rbd相关PD关键词进行广泛的文献检索。使用CiteSpace、VOSviewer和R软件进行文献计量学分析和知识图谱绘制。结果:共收录论文2887篇,研究产出自2013年以来稳步增长。关键词共现聚类分析揭示了三个主要的研究方向:(1)RBD作为突触核蛋白病的前驱症状的纵向研究;(2)发现用于早期诊断和疾病监测的生物标志物;(3)针对睡眠障碍和神经保护的临床干预。值得注意的是,最近的研究趋势强调PD的非运动症状,与路易体病的重叠机制,以及先进的神经成像和数字睡眠监测技术的应用。此外,新兴关键词突出生物标志物,性别差异,褪黑激素作为焦点。结论:该文献计量学分析提供了rbd相关PD研究概况的系统概述。它强调了该领域从临床观察到机制探索和转化应用的转变。这些发现可以指导未来的研究,旨在提高RBD和PD患者的早期发现和制定个性化的治疗策略。
{"title":"A cross-database bibliometric analysis of rapid eye movement sleep behavior disorder in Parkinson's disease research.","authors":"Shengjie Du, Xijiang Tian, Rui Ren, Luya Shi","doi":"10.3389/fnagi.2025.1744493","DOIUrl":"10.3389/fnagi.2025.1744493","url":null,"abstract":"<p><strong>Background: </strong>Rapid eye movement sleep behavior disorder (RBD) is increasingly recognized as both a prodromal marker and a significant predictor of Parkinson's disease (PD) progression. Despite a surge in related research, a comprehensive bibliometric evaluation summarizing the field's development, key contributors, and thematic evolution remains lacking. This study aimed to uncover the knowledge structure and emerging frontiers in RBD-related PD research through bibliometric analysis.</p><p><strong>Methods: </strong>On September 1, 2,025, an extensive literature search was conducted in the Web of Science Core Collection and Scopus databases using standardized RBD-related PD keywords. Bibliometric analysis and knowledge mapping were performed with CiteSpace, VOSviewer, and R software.</p><p><strong>Results: </strong>A total of 2,887 publications were identified, research output has increased steadily since 2013. Keyword co-occurrence and clustering analyses revealed three primary research directions: (1) longitudinal studies of RBD as a prodromal manifestation of synucleinopathies, (2) biomarker discovery for early diagnosis and disease monitoring, and (3) clinical interventions targeting sleep disturbances and neuroprotection. Notably, recent research trends emphasize non-motor symptoms of PD, overlapping mechanisms with Lewy body disease, and the application of advanced neuroimaging and digital sleep-monitoring technologies. Additionally, emerging keywords highlight biomarkers, gender differences, melatonin as focal points.</p><p><strong>Conclusion: </strong>This bibliometric analysis provides a systematic overview of the RBD-related PD research landscape. It underscores the field's shift from clinical observation to mechanistic exploration and translational application. These findings may guide future studies aimed at improving early detection and developing individualized therapeutic strategies for patients with RBD and PD.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1744493"},"PeriodicalIF":4.5,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12852318/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104563","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}
Pub Date : 2026-01-15eCollection Date: 2025-01-01DOI: 10.3389/fnagi.2025.1712480
Lidia Sánchez-Puebla, Inés López-Cuenca, Miguel A Sánchez-Puebla, Ana Granados, Ana I Ramírez, Juan Llorens, Takaomi C Saido, Takashi Saito, Carmen Nieto-Vaquero, María A Moro, Valentín Moreno, José M Ramírez, Rosa de Hoz
Alzheimer's disease (AD) is characterized by the accumulation of misfolded proteins that trigger neuroinflammation and neuronal loss. The retina, as an extension of the central nervous system, mirrors these pathological processes and represents a potential biomarker. Microglial activation, a key component of neuroinflammation, can be morphologically assessed through automated image analysis. This study performed a quantitative and morphological analysis of retinal microglia in the APPNL-F/NL-F mouse model of AD across aging (6-20 months) and comparing them with age-matched C57BL/6 J controls using an automated image analysis software. A cross-sectional design was applied to 72 mice (36 APPNL-F/NL-F and 36 WT). Retinas samples were processed by Iba-1 immunohistochemistry. Quantified parameters included cell number, soma size, arborization area, skeletonization, fluorescence intensity, and Feret's Diameter Ratio across OS, OPL, IPL, and NFL/GCL layers. Image analysis was performed using a custom automated system, called MorphoSomas, specifically developed for the comprehensive morphological assessment of microglia. Age-dependent changes were observed in both groups. WT mice showed a later and more gradual activation pattern, whereas APPNL-F/NL-F mice exhibited early activation from 6 months, characterized by increased cell number and soma size, followed by reductions in arborization and skeletonization, indicating progressive activation. The automated system allowed precise and reproducible assessment, highlighting significant differences between groups and retinal layers. In conclusion, retinal microglia in APPNL-F/NL-F mice exhibit early and biphasic activation followed by signs of dysfunction, reflecting AD neuropathology. Automated analysis enhances objectivity and efficiency in morphological studies. These findings support the retina as a promising, non-invasive biomarker for early AD detection.
{"title":"Early and progressive retinal microglial changes in APP<sup>NL-F/NL-F</sup> mouse model of Alzheimer's disease revealed by an automated image analysis software.","authors":"Lidia Sánchez-Puebla, Inés López-Cuenca, Miguel A Sánchez-Puebla, Ana Granados, Ana I Ramírez, Juan Llorens, Takaomi C Saido, Takashi Saito, Carmen Nieto-Vaquero, María A Moro, Valentín Moreno, José M Ramírez, Rosa de Hoz","doi":"10.3389/fnagi.2025.1712480","DOIUrl":"10.3389/fnagi.2025.1712480","url":null,"abstract":"<p><p>Alzheimer's disease (AD) is characterized by the accumulation of misfolded proteins that trigger neuroinflammation and neuronal loss. The retina, as an extension of the central nervous system, mirrors these pathological processes and represents a potential biomarker. Microglial activation, a key component of neuroinflammation, can be morphologically assessed through automated image analysis. This study performed a quantitative and morphological analysis of retinal microglia in the APP<sup>NL-F/NL-F</sup> mouse model of AD across aging (6-20 months) and comparing them with age-matched C57BL/6 J controls using an automated image analysis software. A cross-sectional design was applied to 72 mice (36 APP<sup>NL-F/NL-F</sup> and 36 WT). Retinas samples were processed by Iba-1 immunohistochemistry. Quantified parameters included cell number, soma size, arborization area, skeletonization, fluorescence intensity, and Feret's Diameter Ratio across OS, OPL, IPL, and NFL/GCL layers. Image analysis was performed using a custom automated system, called MorphoSomas, specifically developed for the comprehensive morphological assessment of microglia. Age-dependent changes were observed in both groups. WT mice showed a later and more gradual activation pattern, whereas APP<sup>NL-F/NL-F</sup> mice exhibited early activation from 6 months, characterized by increased cell number and soma size, followed by reductions in arborization and skeletonization, indicating progressive activation. The automated system allowed precise and reproducible assessment, highlighting significant differences between groups and retinal layers. In conclusion, retinal microglia in APP<sup>NL-F/NL-F</sup> mice exhibit early and biphasic activation followed by signs of dysfunction, reflecting AD neuropathology. Automated analysis enhances objectivity and efficiency in morphological studies. These findings support the retina as a promising, non-invasive biomarker for early AD detection.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1712480"},"PeriodicalIF":4.5,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12852431/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104602","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}
Introduction: Parkinson's disease (PD) is a neurodegenerative disorder characterized by the loss of dopaminergic neurons and the accumulation of pathological α-synuclein. Although current treatments can alleviate symptoms, they do not modify disease progression. Growing evidence implicates gut microbiota dysbiosis and aberrant protein acetylation in PD pathogenesis. Electroacupuncture (EA) has shown therapeutic potential in PD; however, its effects on protein acetylation remain unclear.
Methods: A PD mouse model was established through MPTP induction and fecal microbiota transplantation (FMT) from PD patients. Mice received EA stimulation at Baihui (GV20) and Yanglingquan (GB34) acupoints for 14 days. Behavioral tests, immunohistochemistry, Western blot, qPCR, and 4D label-free acetyl proteomics were employed to assess motor function, neuronal integrity, protein expression, and acetylation profiles.
Results: EA significantly improved motor coordination, enhanced sensorimotor function in the adhesive removal test, and increased open-field activity in PD mice. It attenuated the loss of tyrosine hydroxylase-positive neurons and decreased α-synuclein accumulation in the substantia nigra. Proteomic analysis revealed hyperacetylation of Ywhaq (14-3-3) in PD mice, which was reversed by EA. Mechanistically, EA upregulated the expression of deacetylases HDAC1/2/3 and SIRT1/2 at both protein and mRNA levels, restoring acetylation homeostasis.
Conclusion: Electroacupuncture ameliorates behavioral and neuropathological phenotypes in a PD mouse model by restoring deacetylase expression and normalizing protein acetylation, particularly of 14-3-3. Our results underscore the therapeutic potential of EA and highlight acetylation modulation as a promising strategy for PD treatment.
{"title":"Electroacupuncture alleviates Parkinson's disease by targeting HDAC/SIRT-mediated deacetylation of 14-3-3.","authors":"Zhao-Qin Wang, Han-Dan Zheng, Ling-Jie Li, Lu-Lu Cao, Lin Shen, Yu Qiao, Yi-Yi Chen, Lu-Yi Wu, Guo-Na Li, Huan-Gan Wu","doi":"10.3389/fnagi.2025.1719326","DOIUrl":"10.3389/fnagi.2025.1719326","url":null,"abstract":"<p><strong>Introduction: </strong>Parkinson's disease (PD) is a neurodegenerative disorder characterized by the loss of dopaminergic neurons and the accumulation of pathological <i>α</i>-synuclein. Although current treatments can alleviate symptoms, they do not modify disease progression. Growing evidence implicates gut microbiota dysbiosis and aberrant protein acetylation in PD pathogenesis. Electroacupuncture (EA) has shown therapeutic potential in PD; however, its effects on protein acetylation remain unclear.</p><p><strong>Methods: </strong>A PD mouse model was established through MPTP induction and fecal microbiota transplantation (FMT) from PD patients. Mice received EA stimulation at <i>Baihui</i> (GV20) and <i>Yanglingquan</i> (GB34) acupoints for 14 days. Behavioral tests, immunohistochemistry, Western blot, qPCR, and 4D label-free acetyl proteomics were employed to assess motor function, neuronal integrity, protein expression, and acetylation profiles.</p><p><strong>Results: </strong>EA significantly improved motor coordination, enhanced sensorimotor function in the adhesive removal test, and increased open-field activity in PD mice. It attenuated the loss of tyrosine hydroxylase-positive neurons and decreased <i>α</i>-synuclein accumulation in the substantia nigra. Proteomic analysis revealed hyperacetylation of Ywhaq (14-3-3) in PD mice, which was reversed by EA. Mechanistically, EA upregulated the expression of deacetylases HDAC1/2/3 and SIRT1/2 at both protein and mRNA levels, restoring acetylation homeostasis.</p><p><strong>Conclusion: </strong>Electroacupuncture ameliorates behavioral and neuropathological phenotypes in a PD mouse model by restoring deacetylase expression and normalizing protein acetylation, particularly of 14-3-3. Our results underscore the therapeutic potential of EA and highlight acetylation modulation as a promising strategy for PD treatment.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1719326"},"PeriodicalIF":4.5,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12847356/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146084985","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}
Pub Date : 2026-01-14eCollection Date: 2025-01-01DOI: 10.3389/fnagi.2025.1628832
Basel Mohamed, Sarah Duraid, Nick W Bray, Arthur R Chaves, Michelle Ploughman
Introduction: Neurodegeneration in multiple sclerosis leads to progressive cognitive and motor impairments. Cardiorespiratory fitness (CRF) is thought to protect against such decline, but its longitudinal effects remain unclear. This study examined whether CRF predicts changes in behavioral (i.e., hand dexterity and cognition) and neurophysiological (i.e., corticospinal excitability, an indicator of corticospinal tract function) outcomes in multiple sclerosis over 2 years, with a focus on participants who experienced no relapses between visits and were, therefore, classified as progression independent of relapse activity (PIRA). We hypothesized that higher baseline CRF would be associated with better follow-up outcomes.
Methods: Participants underwent assessments at two time points (∼2 years apart). CRF was measured using a graded maximal exercise test ( O2max). Behavioral outcomes included the Nine-Hole Peg Test and Montreal Cognitive Assessment. Corticospinal excitability was assessed via transcranial magnetic stimulation of the first dorsal interosseous muscle. Hierarchical regression analyses examined whether baseline CRF predicted change in follow-up scores, controlling for age, sex, and baseline performance.
Results: Among 38 participants (71% female), CRF at baseline did not significantly predict changes in behavioral or physiological outcomes (p = 0.178-0.655). Instead, baseline performance was the strongest predictor of follow-up scores. Exploratory analyses revealed inter-individual variability, with some participants improving, declining, or remaining stable over the 2 years. Significant improvements were observed in the Montreal Cognitive Assessment (p = 0.002) and non-dominant hand Nine-Hole Peg Test (p = 0.036).
Discussion: CRF did not predict longitudinal changes in manual dexterity, cognition or corticospinal excitability in individuals living with multiple sclerosis. Instead, initial performance was the primary determinant of follow-up outcomes, suggesting that achieving better function at baseline (earlier in the disease) is an important rehabilitation target. Variability in longitudinal change underscores the heterogeneous nature of disease progression/improvement and the need for specific, targeted interventions and personalized strategies to disease management.
{"title":"Cardiorespiratory fitness does not predict longitudinal changes in manual dexterity, cognition or corticospinal excitability in multiple sclerosis.","authors":"Basel Mohamed, Sarah Duraid, Nick W Bray, Arthur R Chaves, Michelle Ploughman","doi":"10.3389/fnagi.2025.1628832","DOIUrl":"10.3389/fnagi.2025.1628832","url":null,"abstract":"<p><strong>Introduction: </strong>Neurodegeneration in multiple sclerosis leads to progressive cognitive and motor impairments. Cardiorespiratory fitness (CRF) is thought to protect against such decline, but its longitudinal effects remain unclear. This study examined whether CRF predicts changes in behavioral (i.e., hand dexterity and cognition) and neurophysiological (i.e., corticospinal excitability, an indicator of corticospinal tract function) outcomes in multiple sclerosis over 2 years, with a focus on participants who experienced no relapses between visits and were, therefore, classified as progression independent of relapse activity (PIRA). We hypothesized that higher baseline CRF would be associated with better follow-up outcomes.</p><p><strong>Methods: </strong>Participants underwent assessments at two time points (∼2 years apart). CRF was measured using a graded maximal exercise test ( <math><mover><mi>V</mi> <mo>.</mo></mover> </math> O<sub>2</sub>max). Behavioral outcomes included the Nine-Hole Peg Test and Montreal Cognitive Assessment. Corticospinal excitability was assessed via transcranial magnetic stimulation of the first dorsal interosseous muscle. Hierarchical regression analyses examined whether baseline CRF predicted change in follow-up scores, controlling for age, sex, and baseline performance.</p><p><strong>Results: </strong>Among 38 participants (71% female), CRF at baseline did not significantly predict changes in behavioral or physiological outcomes (<i>p</i> = 0.178-0.655). Instead, baseline performance was the strongest predictor of follow-up scores. Exploratory analyses revealed inter-individual variability, with some participants improving, declining, or remaining stable over the 2 years. Significant improvements were observed in the Montreal Cognitive Assessment (<i>p</i> = 0.002) and non-dominant hand Nine-Hole Peg Test (<i>p</i> = 0.036).</p><p><strong>Discussion: </strong>CRF did not predict longitudinal changes in manual dexterity, cognition or corticospinal excitability in individuals living with multiple sclerosis. Instead, initial performance was the primary determinant of follow-up outcomes, suggesting that achieving better function at baseline (earlier in the disease) is an important rehabilitation target. Variability in longitudinal change underscores the heterogeneous nature of disease progression/improvement and the need for specific, targeted interventions and personalized strategies to disease management.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1628832"},"PeriodicalIF":4.5,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12847388/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085004","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}
Objectives: This study aimed to characterize serum exosomal miRNA profiles from patients with age-related hearing loss (ARHL) to identify key pathogenesis-related miRNAs for ARHL.
Methods: Peripheral venous blood samples were collected from patients with ARHL and elderly controls, and exosomes were isolated from serum of each subject. Then, the isolated exosomes were systematically identified by nanoparticle tracking analysis (NTA), transmission electron microscopy (TEM) and western blot. Subsequently, the isolated exosomes were submitted for miRNA sequencing and a series of bioinformatics analysis. Ultimately, four key DE-miRNAs, namely hsa-miR-100-5p, hsa-miR-23b-3p, hsa-miR-373-3p, and hsa-miR-27b-3p, were verified using quantitative real-time polymerase chain reaction (RT-qPCR).
Results: NTA, TEM and western blot confirmed exosomes were successfully isolated. After sequencing, 22 differential expressed miRNAs (6 up-regulation and 16 down-regulation) were identified between the exosomes from ARHL and controls, and then collectively identified 17,451 predicted target genes and 15,863 experimentally validated target genes. Gene Ontology enrichment analysis revealed that the target genes were significantly associated with "regulation of neuron projection development," "sensory system development," "proteasome-mediated ubiquitin-dependent protein catabolism," and "ubiquitin-like protein ligase binding." Kyoto Encyclopedia of Genes and Genomes (KEGG) showed the target genes were significantly enriched in "PI3K-Akt signaling pathway," "MAPK signaling pathway," "cellular senescence," "autophagy," "mTOR signaling pathway," "ubiquitin-mediated proteolysis," and "signaling pathways regulating stem cell pluripotency." Additionally, the Reactome analysis highlighted the involvement of "MAPK family signaling cascades," "negative regulation of the PI3K/AKT network," and "antigen processing: ubiquitination and proteasome degradation." Disease Ontology further demonstrated significant enrichment of target genes in neurological disorders. RT-qPCR showed hsa-miR-100-5p and hsa-miR-23b-3p exhibited markedly decreased levels, while hsa-miR-373-3p and hsa-miR-27b-3p were significantly up-regulated in ARHL, which were consistent with sequencing results, confirming a high relatively reliability of the sequencing results.
Conclusion: Ubiquitination modification, autophagy process, cellular senescence and nervous system regulation may jointly contribute to the core molecular mechanism of ARHL. The hsa-miR-100-5p, hsa-miR-23b-3p, hsa-miR-373-3p, and hsa-miR-27b-3p may preliminarily act as key regulatory factors to participate in the pathophysiological process of ARHL, providing exploratory evidence for their potential application value as molecular markers.
{"title":"The differential expression profiles of miRNA in serum-derived exosomes and its potential role in age-related hearing loss.","authors":"Juhong Zhang, Haizhu Ma, Jing Ke, Ziyi Tang, Zhiji Chen, Guijun Yang, Li Yang, Jialin Guo, Xiaoqi Yan, Changxiu Peng, Kaiye Wang, Xiyao Chen, Shaojing Kuang, Wei Yuan","doi":"10.3389/fnagi.2025.1694514","DOIUrl":"10.3389/fnagi.2025.1694514","url":null,"abstract":"<p><strong>Objectives: </strong>This study aimed to characterize serum exosomal miRNA profiles from patients with age-related hearing loss (ARHL) to identify key pathogenesis-related miRNAs for ARHL.</p><p><strong>Methods: </strong>Peripheral venous blood samples were collected from patients with ARHL and elderly controls, and exosomes were isolated from serum of each subject. Then, the isolated exosomes were systematically identified by nanoparticle tracking analysis (NTA), transmission electron microscopy (TEM) and western blot. Subsequently, the isolated exosomes were submitted for miRNA sequencing and a series of bioinformatics analysis. Ultimately, four key DE-miRNAs, namely hsa-miR-100-5p, hsa-miR-23b-3p, hsa-miR-373-3p, and hsa-miR-27b-3p, were verified using quantitative real-time polymerase chain reaction (RT-qPCR).</p><p><strong>Results: </strong>NTA, TEM and western blot confirmed exosomes were successfully isolated. After sequencing, 22 differential expressed miRNAs (6 up-regulation and 16 down-regulation) were identified between the exosomes from ARHL and controls, and then collectively identified 17,451 predicted target genes and 15,863 experimentally validated target genes. Gene Ontology enrichment analysis revealed that the target genes were significantly associated with \"regulation of neuron projection development,\" \"sensory system development,\" \"proteasome-mediated ubiquitin-dependent protein catabolism,\" and \"ubiquitin-like protein ligase binding.\" Kyoto Encyclopedia of Genes and Genomes (KEGG) showed the target genes were significantly enriched in \"PI3K-Akt signaling pathway,\" \"MAPK signaling pathway,\" \"cellular senescence,\" \"autophagy,\" \"mTOR signaling pathway,\" \"ubiquitin-mediated proteolysis,\" and \"signaling pathways regulating stem cell pluripotency.\" Additionally, the Reactome analysis highlighted the involvement of \"MAPK family signaling cascades,\" \"negative regulation of the PI3K/AKT network,\" and \"antigen processing: ubiquitination and proteasome degradation.\" Disease Ontology further demonstrated significant enrichment of target genes in neurological disorders. RT-qPCR showed hsa-miR-100-5p and hsa-miR-23b-3p exhibited markedly decreased levels, while hsa-miR-373-3p and hsa-miR-27b-3p were significantly up-regulated in ARHL, which were consistent with sequencing results, confirming a high relatively reliability of the sequencing results.</p><p><strong>Conclusion: </strong>Ubiquitination modification, autophagy process, cellular senescence and nervous system regulation may jointly contribute to the core molecular mechanism of ARHL. The hsa-miR-100-5p, hsa-miR-23b-3p, hsa-miR-373-3p, and hsa-miR-27b-3p may preliminarily act as key regulatory factors to participate in the pathophysiological process of ARHL, providing exploratory evidence for their potential application value as molecular markers.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1694514"},"PeriodicalIF":4.5,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12847408/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085008","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}
Pub Date : 2026-01-13eCollection Date: 2025-01-01DOI: 10.3389/fnagi.2025.1743267
Maximilian Markus, Marc Dorenbeck, Vera Röhr, Sophie Leroy, Benjamin Blankertz, Emery N Brown, Claudia Spies, Susanne Koch
Background: Guidelines currently suggest considering EEG guidance during general anesthesia in elderly patients to avoid prolonged burst suppression (BS), with the aim of mitigating postoperative delirium (POD). Our study aimed to investigate the association between POD and intraoperative BS duration dependent on the general anesthetic agent used (propofol vs. sevoflurane).
Methods: In this prospective study (2019-2022), EEGs from 265 patients over 70 years undergoing general anesthesia were analyzed for intraoperative BS duration both visually and using one new automated algorithm to evaluate its accuracy. Associations between BS duration, anesthetic agent, and postoperative delirium (POD) were evaluated using multivariable logistic regression, adjusting for confounders.
Results: BS duration was markedly shorter than in prior cohorts but did not reduce overall postoperative delirium (POD) incidence. POD occurred more frequently with sevoflurane than propofol (44% vs. 30%, p = 0.017), despite shorter median BS [0 s (IQR 0-4.9) vs. 20.6 s (IQR 0-151.7); p = 0.012]. A significant interaction between anesthetic agent and BS (p = 0.033) showed that BS under sevoflurane conferred 3.8-fold greater POD risk than under propofol. Sevoflurane plus BS increased POD odds 9.3-fold compared to propofol without BS. Our new automated BS detection algorithm demonstrated high precision (median error <2.17 s).
Conclusion: Sevoflurane markedly increased POD risk versus propofol, independent of BS duration. Sevoflurane and BS interaction amplified delirium odds. BS appears a vulnerability marker rather than a causal factor. The validated machine-learning BS detector offers a reliable tool for future EEG-based delirium risk research.
背景:目前的指南建议在老年患者全身麻醉时考虑脑电图指导,以避免长时间的猝发抑制(BS),目的是减轻术后谵妄(POD)。我们的研究目的是调查POD与术中BS持续时间之间的关系,这取决于所使用的全身麻醉剂(异丙酚与七氟醚)。方法:在这项前瞻性研究(2019-2022)中,对265名70 岁以上全麻患者的脑电图进行了分析,并使用一种新的自动化算法来评估其准确性。采用多变量logistic回归,调整混杂因素,评估BS持续时间、麻醉剂和术后谵妄(POD)之间的关系。结果:BS持续时间明显短于先前的队列,但并未降低总体术后谵妄(POD)发生率。七氟醚比异丙酚发生POD的频率更高(44%比30%,p = 0.017),尽管中位BS[0 s (IQR 0-4.9)比20.6 s (IQR 0-151.7)短;p = 0.012]。麻醉剂与BS之间存在显著的相互作用(p = 0.033),表明七氟醚对BS产生的POD风险比异丙酚高3.8倍。与不含BS的异丙酚相比,七氟醚加BS使POD的几率增加9.3倍。结论:与异丙酚相比,七氟醚显著增加POD风险,与BS持续时间无关。七氟醚和BS的相互作用增加了谵妄的几率。胡扯似乎是一个脆弱的标志,而不是一个因果因素。经过验证的机器学习BS检测器为未来基于脑电图的谵妄风险研究提供了可靠的工具。
{"title":"Influence of anesthetic agent and burst suppression on postoperative delirium in elderly patients: a prospective cohort study with automated EEG analysis.","authors":"Maximilian Markus, Marc Dorenbeck, Vera Röhr, Sophie Leroy, Benjamin Blankertz, Emery N Brown, Claudia Spies, Susanne Koch","doi":"10.3389/fnagi.2025.1743267","DOIUrl":"https://doi.org/10.3389/fnagi.2025.1743267","url":null,"abstract":"<p><strong>Background: </strong>Guidelines currently suggest considering EEG guidance during general anesthesia in elderly patients to avoid prolonged burst suppression (BS), with the aim of mitigating postoperative delirium (POD). Our study aimed to investigate the association between POD and intraoperative BS duration dependent on the general anesthetic agent used (propofol vs. sevoflurane).</p><p><strong>Methods: </strong>In this prospective study (2019-2022), EEGs from 265 patients over 70 years undergoing general anesthesia were analyzed for intraoperative BS duration both visually and using one new automated algorithm to evaluate its accuracy. Associations between BS duration, anesthetic agent, and postoperative delirium (POD) were evaluated using multivariable logistic regression, adjusting for confounders.</p><p><strong>Results: </strong>BS duration was markedly shorter than in prior cohorts but did not reduce overall postoperative delirium (POD) incidence. POD occurred more frequently with sevoflurane than propofol (44% vs. 30%, <i>p</i> = 0.017), despite shorter median BS [0 s (IQR 0-4.9) vs. 20.6 s (IQR 0-151.7); <i>p</i> = 0.012]. A significant interaction between anesthetic agent and BS (<i>p</i> = 0.033) showed that BS under sevoflurane conferred 3.8-fold greater POD risk than under propofol. Sevoflurane plus BS increased POD odds 9.3-fold compared to propofol without BS. Our new automated BS detection algorithm demonstrated high precision (median error <2.17 s).</p><p><strong>Conclusion: </strong>Sevoflurane markedly increased POD risk versus propofol, independent of BS duration. Sevoflurane and BS interaction amplified delirium odds. BS appears a vulnerability marker rather than a causal factor. The validated machine-learning BS detector offers a reliable tool for future EEG-based delirium risk research.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1743267"},"PeriodicalIF":4.5,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12835323/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146092552","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}