Frontiers in Aging Neuroscience最新文献

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Deep brain stimulation for Parkinson's disease: bibliometric analysis of the top 100 cited literature. 治疗帕金森病的深部脑刺激疗法:前 100 篇被引文献的文献计量分析。
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1413074
Weijie Zhao, Xinxin Shao, Ziyue Wang, Chuanhao Mi, Yu Wang, Xianghua Qi, Xiao Ding
{"title":"Deep brain stimulation for Parkinson's disease: bibliometric analysis of the top 100 cited literature.","authors":"Weijie Zhao, Xinxin Shao, Ziyue Wang, Chuanhao Mi, Yu Wang, Xianghua Qi, Xiao Ding","doi":"10.3389/fnagi.2024.1413074","DOIUrl":"10.3389/fnagi.2024.1413074","url":null,"abstract":"<p><strong>Background: </strong>Deep Brain Stimulation (DBS) has been widely applied and accepted in the treatment of neurological and psychiatric disorders. Despite numerous studies exploring the effects of DBS on the progression of neurodegenerative diseases and the treatment of advanced Parkinson's disease (PD), there is a limited number of articles summarizing this research. The purpose of this study is to investigate the current trends, hot topics, and potential in research surrounding DBS therapy for PD, as well as to anticipate the challenges of such research.</p><p><strong>Methods: </strong>We searched the Web of Science Core Collection database (WoSCC) for DBS research literature related to PD published from January 2014 to January 2024, utilized CiteSpace, VOS viewer, the bibliometric online analysis platform, Scimago Graphica, Microsoft Excel 2021, and R software version 4.2.3 for data analysis. And we conducted quantitative research on publications, citations, journals, authors, countries, institutions, keywords, and references, visualized the results in network graphs.</p><p><strong>Results: </strong>From 2014 to 2024, papers from 39 journals from 11 countries were among the top 100 cited. Most papers were published in Neurology, with the highest average citations per paper in Nature Neuroscience. The United States (US) contributed the most publications, followed by the United Kingdom (UK) and Germany. In terms of total publications, University College London (UCL) contributed the most papers. The primary classifications of articles were Clinical Neurology, Neurosciences, and Surgery. The top five keywords were subthalamic nucleus, DBS, PD, medical therapy, and basal ganglia. Cluster analysis indicates that DBS research focus on improving quality of life and applying computational models.</p><p><strong>Conclusion: </strong>Through bibliometric analysis, researchers could quickly and clearly understand the hotspots and boundaries of their research field, thus guiding their research direction and scope to improve research efficiency and the quality of outcomes. Although studies indicate that DBS is currently a crucial method for treating advanced PD, in the long run, creating a personalized, low-cost treatment regimen with precise targeting and long-term efficacy poses a challenge.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1413074"},"PeriodicalIF":4.1,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11521828/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544731","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
Efficacy of high-frequency rTMS in the treatment of gait disorder and cognition in patients with Parkinson's disease based on wearable devices and eye-movement assessments. 基于可穿戴设备和眼动评估的高频经颅磁刺激治疗帕金森病患者步态障碍和认知能力的疗效。
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1480171
Hong Yin Tang, XiangLian Liao, Peng Li, Pengfei Zhang, Jian Yao, Yilan Xing, Xin Zhao, Xuying He, Jie Zan, Guihua Li
{"title":"Efficacy of high-frequency rTMS in the treatment of gait disorder and cognition in patients with Parkinson's disease based on wearable devices and eye-movement assessments.","authors":"Hong Yin Tang, XiangLian Liao, Peng Li, Pengfei Zhang, Jian Yao, Yilan Xing, Xin Zhao, Xuying He, Jie Zan, Guihua Li","doi":"10.3389/fnagi.2024.1480171","DOIUrl":"10.3389/fnagi.2024.1480171","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Postural instability and gait disorder and cognitive dysfunction are common symptoms of Parkinson's disease (PD). Scale assessment is frequently used in the clinic to evaluate PD, but this technique is limited by its lack of sensitivity to changes in disease progression and its difficulty in capturing subtle movements and changes in cognitive function. It is currently believed that high-frequency repetitive transcranial magnetic stimulation (rTMS) can improve motor and cognitive dysfunction in patients with PD, though it remains controversial. Therefore, it is imperative to monitor and dynamically identify changes in postural instability and gait disorder, as well as those in cognitive dysfunction, in PD to develop targeted interventions. In this study, we observed the effect of high-frequency rTMS on gait disorders and cognitive functions in patients with PD by comparing data from wearable devices and eye-tracking devices before and after treatment.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;A total of 159 patients with PD were included in this study. A GYENNO MATRIX wearable gait analyzer was used to monitor the objective gait data (including the timed up-and-go, narrow-track, and turning tests), the Eyeknow eye-tracking evaluation system was used to monitor the patient's eye movement cognition data (including the smooth pursuit, pro-saccade, and anti-saccade tests), and gait and cognitive function-related scales, including the Tinetti Balance Scale, Tinetti Gait Scale, Berg Balance Scale, Mini-Mental State Examination, and Montreal Cognitive Assessment (MoCA), were evaluated at the same time before and after high-frequency rTMS treatment.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;The mean step length, mean stride velocity, stride length, and mean step frequency of patients with PD in the timed up-and-go test all increased compared with those before rTMS treatment, whereas the mean stride time and double support decreased. In the narrow-track test, the mean stride velocity increased and the mean stride time decreased. In the turning test, the turning left duration, turning right duration, mean duration, mean number of steps, and average step duration decreased, while the mean angular velocity increased after rTMS treatment. Compared with those before rTMS treatment, the latency period of patients with PD in overlapping saccades decreased, the completion time of overlapping saccades decreased, and the average saccade speed increased. In the anti-saccade test, the completion time decreased and the average saccade speed increased after rTMS treatment. Compared with those before rTMS treatment, the Tinetti Balance Scale, Tinetti Gait Scale, Berg Balance Scale, Mini-Mental State Examination, and MoCA scores increased, and the MoCA sub-items improved in terms of visual-spatial and executive function, language, abstraction, delayed recall, and orientation after rTMS treatment.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusion: &lt;/strong&gt;High-frequency rTMS may be an","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1480171"},"PeriodicalIF":4.1,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11521881/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544733","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
Age-related cerebral changes during different n-back tasks: a functional near-infrared spectroscopy study. 不同 n-back 任务中与年龄相关的大脑变化:功能性近红外光谱研究。
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1437587
Shizhe Zhu, Qinglei Wang, Chaojie Kan, Ayan Geng, Youxin Sui, Ren Zhuang, Yi Zhu, Tong Wang, Lan Zhu, Chuan Guo
{"title":"Age-related cerebral changes during different n-back tasks: a functional near-infrared spectroscopy study.","authors":"Shizhe Zhu, Qinglei Wang, Chaojie Kan, Ayan Geng, Youxin Sui, Ren Zhuang, Yi Zhu, Tong Wang, Lan Zhu, Chuan Guo","doi":"10.3389/fnagi.2024.1437587","DOIUrl":"10.3389/fnagi.2024.1437587","url":null,"abstract":"<p><strong>Background: </strong>The n-back task is a widely used paradigm to assess working memory and is commonly applied in research on age-related cognitive decline. However, studies utilizing functional near-infrared spectroscopy (fNIRS) to explore this area are limited.</p><p><strong>Objective: </strong>This study aims to investigate age-related differences in brain activation during the n-back task using fNIRS.</p><p><strong>Methods: </strong>fNIRS data were collected from 18 elderly and 19 young participants while performing different n-back tasks. Brain activation patterns and peripheral performance were compared between the two groups.</p><p><strong>Results: </strong>Significant differences in brain activation patterns were observed between elderly and young participants. Under the 3-back condition, the older group exhibited reduced activation in brain regions adjacent to prefrontal cognitive areas compared to the younger group. Additionally, the older group's performance plateaued at the 2-back level, along with a decline in prefrontal activation.</p><p><strong>Conclusion: </strong>These findings may suggest potential markers for cognitive decline, providing a new target for future screening.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1437587"},"PeriodicalIF":4.1,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11521811/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544729","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
Effects of repetitive transcranial magnetic stimulation on cognitive function and hormone levels in early stroke patients with low thyroid hormone levels. 重复经颅磁刺激对甲状腺激素水平低的早期中风患者认知功能和激素水平的影响。
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1460241
Hong Li, Jiang Ma, Ziqiang Song, Xiaolin Tao, Yan Xing, Feng Zhang
{"title":"Effects of repetitive transcranial magnetic stimulation on cognitive function and hormone levels in early stroke patients with low thyroid hormone levels.","authors":"Hong Li, Jiang Ma, Ziqiang Song, Xiaolin Tao, Yan Xing, Feng Zhang","doi":"10.3389/fnagi.2024.1460241","DOIUrl":"10.3389/fnagi.2024.1460241","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to observe the effects of repetitive transcranial magnetic stimulation (rTMS) on cognitive function and thyroid hormone levels in early older stroke patients with low thyroid hormone levels, and to investigate the correlation between the changes in thyroid hormone levels and the improvements in cognitive function after stroke.</p><p><strong>Methods: </strong>Forty older stroke patients who met the inclusion criteria were recruited and randomized into a magnetic-stimulation group (rTMS group) and a sham-stimulation group (Sham group). The rTMS group received low-frequency true stimulation and the Sham group received low-frequency sham stimulation. Patients' cognitive scores, activity of daily living(ADL) scores, and their levels of triiodothyronine (T3), free triiodothyronine (FT3), thyroxin (T4), free thyroxine (FT4), and thyroid stimulating hormone (TSH) were assessed before the intervention, after the 4-week intervention, and after an additional 4 weeks of follow-up; Repeated measurement analysis of variance was used to compare the changes of each index in the two groups at different times and the correlations between patiens' cognitive function scores and their changing hormone levels were subsequently investigated.</p><p><strong>Results: </strong>Thirty-one patients were included in this study: 16 patients in rTMS group and 15 patients in the Sham group. Repeated-measures ANOVA showed that patients' T3,FT3 and TSH levels tended to increase at 4-week intervention and at the follow up (<i>p</i> < 0.05), and that the rTMS group had a better effect on improving T3 than the Sham group (F<sub>group</sub> = 5.319, <i>p</i> = 0.028); The cognitive scale at different time points in both groups showed an upward trend (<i>p</i> < 0.05), and the MoCA, DSF, DSB scores in the rTMS group were statistically higher than those in the Sham group at the end of the 4-week intervention and at the follow-up (<i>p</i> < 0.05); The changes in the levels of T3 before and after 4-week intervention were positively correlated with the changes in the MoCA scores (<i>r</i> = 0.638, <i>p</i> < 0.05). And the difference in T3 level change was positively correlated with the difference in delayed recall, attention and naming score change (<i>r</i> = 0.562, <i>p</i> < 0.05; <i>r</i> = 0.562, <i>p</i> < 0.05; <i>r</i> = 0.531, <i>p</i> < 0.05); and the difference in FT3 level change was positively correlated with the visuospatial and executive function (<i>r</i> = 0.514, <i>p</i> < 0.05).</p><p><strong>Conclusion: </strong>Repetitive transcranial magnetic stimulation improved cognitive function and elevated T3 levels in older patients with post-stroke cognitive dysfunction who had low thyroid hormone levels. Within the normal range, increases in T3 levels are positively correlated with changes in cognitive function.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1460241"},"PeriodicalIF":4.1,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11521933/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544732","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
The essential role of CCT2 in the regulation of aggrephagy. CCT2 在调控 aggrephagy 过程中的重要作用。
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1491001
Jie Luo, Ze-Sen Feng, Ji-Xin Tang
{"title":"The essential role of CCT2 in the regulation of aggrephagy.","authors":"Jie Luo, Ze-Sen Feng, Ji-Xin Tang","doi":"10.3389/fnagi.2024.1491001","DOIUrl":"10.3389/fnagi.2024.1491001","url":null,"abstract":"<p><p>Protein aggregation, a defining characteristic of numerous human diseases, poses a significant challenge to cellular health. Autophagy, an essential cellular recycling process, specifically targets and degrades these harmful protein aggregates through a specialized mechanism known as aggrephagy. However, the precise mechanisms underlying the exquisite selectivity of aggrephagy in identifying and eliminating only aggregated proteins while sparing healthy cellular components have remained enigmatic. Here, in this mini review, we highlights the essential role of CCT2, a subunit of the chaperonin TRiC complex, in regulating aggrephagy. CCT2, traditionally viewed as a molecular chaperone, has emerged as a novel autophagy receptor that specifically targets solid protein aggregates for degradation. This ubiquitination-independent mode of recognition by CCT2 expands our understanding of protein degradation pathways. The functional switch of CCT2 from a chaperone to an autophagy receptor underscores its dynamic nature and ability to adapt to cellular stress. The selectivity of CCT2-mediated aggrephagy for solid aggregates has implications for neurodegenerative diseases. Further research is warranted to explore the therapeutic potential of enhancing CCT2-mediated aggrephagy in such diseases.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1491001"},"PeriodicalIF":4.1,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11521882/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544737","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
Identification of key genes and diagnostic model associated with circadian rhythms and Parkinson's disease by bioinformatics analysis. 通过生物信息学分析确定与昼夜节律和帕金森病相关的关键基因和诊断模型。
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1458476
Jiyuan Zhang, Xiaopeng Ma, Zhiguang Li, Hu Liu, Mei Tian, Ya Wen, Shan Wang, Liang Wang
{"title":"Identification of key genes and diagnostic model associated with circadian rhythms and Parkinson's disease by bioinformatics analysis.","authors":"Jiyuan Zhang, Xiaopeng Ma, Zhiguang Li, Hu Liu, Mei Tian, Ya Wen, Shan Wang, Liang Wang","doi":"10.3389/fnagi.2024.1458476","DOIUrl":"10.3389/fnagi.2024.1458476","url":null,"abstract":"<p><strong>Background: </strong>Circadian rhythm disruption is typical in Parkinson's disease (PD) early stage, and it plays an important role in the prognosis of the treatment effect in the advanced stage of PD. There is growing evidence that circadian rhythm genes can influence development of PD. Therefore, this study explored specific regulatory mechanism of circadian genes (C-genes) in PD through bioinformatic approaches.</p><p><strong>Methods: </strong>Differentially expressed genes (DEGs) between PD and control samples were identified from GSE22491 using differential expression analysis. The key model showing the highest correlation with PD was derived through WGCNA analysis. Then, DEGs, 1,288 C-genes and genes in key module were overlapped for yielding differentially expressed C-genes (DECGs), and they were analyzed for LASSO and SVM-RFE for yielding critical genes. Meanwhile, from GSE22491 and GSE100054, receiver operating characteristic (ROC) was implemented on critical genes to identify biomarkers, and Gene Set Enrichment Analysis (GSEA) was applied for the purpose of exploring pathways involved in biomarkers. Eventually, immune infiltrative analysis was applied for understanding effect of biomarkers on immune microenvironment, and therapeutic drugs which could affect biomarkers expressions were also predicted. Finally, we verified the expression of the genes by q-PCR.</p><p><strong>Results: </strong>Totally 634 DEGs were yielded between PD and control samples, and MEgreen module had the highest correlation with PD, thus it was defined as key model. Four critical genes (AK3, RTN3, CYP4F2, and LEPR) were identified after performing LASSO and SVM-RFE on 18 DECGs. Through ROC analysis, AK3, RTN3, and LEPR were identified as biomarkers due to their excellent ability to distinguish PD from control samples. Besides, biomarkers were associated with Parkinson's disease and other functional pathways.</p><p><strong>Conclusion: </strong>Through bioinformatic analysis, the circadian rhythm related biomarkers were identified (AK3, RTN3 and LEPR) in PD, contributing to studies related to PD treatment.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1458476"},"PeriodicalIF":4.1,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11523131/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544734","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
Investigating causality and shared genetic architecture between body mass index and cognitive function: a genome-wide cross-trait analysis and bi-directional Mendelian randomization study. 调查体重指数与认知功能之间的因果关系和共享遗传结构:全基因组跨性状分析和双向孟德尔随机化研究。
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1466799
Mingyi Chen, Xiaoxin Xu, Fang Wang, Xiaohong Xu
{"title":"Investigating causality and shared genetic architecture between body mass index and cognitive function: a genome-wide cross-trait analysis and bi-directional Mendelian randomization study.","authors":"Mingyi Chen, Xiaoxin Xu, Fang Wang, Xiaohong Xu","doi":"10.3389/fnagi.2024.1466799","DOIUrl":"10.3389/fnagi.2024.1466799","url":null,"abstract":"<p><strong>Background and objectives: </strong>Observational studies have established a connection between body mass index (BMI) and an increased risk of cognitive decline. However, a comprehensive investigation into the causal relationships between BMI and cognitive function across diverse age groups, as well as the genetic underpinnings of this relationship, has been notably lacking. This study aims to investigate causality and the shared genetic underpinnings of between BMI and cognitive function by conducting a thorough genome-wide analysis, thereby provide valuable insights for developing personalized intervention strategies to promote cognitive health.</p><p><strong>Methods: </strong>Genetic associations between BMI and cognitive function were thoroughly investigated through covariate genetic analysis and chained imbalance score regression, utilizing data from genome-wide association studies (GWAS). Bi-directional Mendelian Randomization (MR) was employed to uncover associations and potential functional genes were further scrutinized through Cross-trait meta-analysis and Summary-data-based MR (SMR). Subsequently, a detailed examination of the expression profiles of the identified risk SNPs in tissues and cells was conducted.</p><p><strong>Results: </strong>The study found a significant negative correlation between BMI and cognitive function (β = -0.16, <i>P</i> = 1.76E-05), suggesting a causal linkage where higher BMI values were predictive of cognitive impairment. We identified 5 genetic loci (rs6809216, rs7187776, rs11713193, rs13096480, and rs13107325) between BMI and cognitive function by cross-trait meta-analysis and 5 gene-tissue pairs were identified by SMR analysis. Moreover, two novel risk genes <i>TUFM</i> and <i>MST1R</i> were shared by both cross-trait analysis and SMR analysis, which had not been observed in previous studies. Furthermore, significant enrichment of single nucleotide polymorphisms (SNPs) at tissue- and cell-specific levels was identified for both BMI and cognitive function, predominantly within the brain.</p><p><strong>Conclusion: </strong>This study uncovers a causal relationship between BMI and cognitive function, with the discovery of <i>TUFM</i> and <i>MST1R</i> as shared genetic factors associated with both conditions. This novel finding offers new insights into the development of preventative strategies for cognitive decline in obese individuals, and further enhances our understanding of the underlying pathophysiology of these conditions. Furthermore, these findings could serve as a guide for the development of innovative therapeutic approaches to address cognitive decline in obese individuals.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1466799"},"PeriodicalIF":4.1,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11522962/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544735","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
Machine learning-based personalized composite score dissects risk and protective factors for cognitive and motor function in older participants. 基于机器学习的个性化综合评分剖析了老年参与者认知和运动功能的风险和保护因素。
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1447944
Ann-Kathrin Schalkamp, Stefanie Lerche, Isabel Wurster, Benjamin Roeben, Milan Zimmermann, Franca Fries, Anna-Katharina von Thaler, Gerhard Eschweiler, Walter Maetzler, Daniela Berg, Fabian H Sinz, Kathrin Brockmann
{"title":"Machine learning-based personalized composite score dissects risk and protective factors for cognitive and motor function in older participants.","authors":"Ann-Kathrin Schalkamp, Stefanie Lerche, Isabel Wurster, Benjamin Roeben, Milan Zimmermann, Franca Fries, Anna-Katharina von Thaler, Gerhard Eschweiler, Walter Maetzler, Daniela Berg, Fabian H Sinz, Kathrin Brockmann","doi":"10.3389/fnagi.2024.1447944","DOIUrl":"https://doi.org/10.3389/fnagi.2024.1447944","url":null,"abstract":"<p><strong>Introduction: </strong>With age, sensory, cognitive, and motor abilities decline, and the risk for neurodegenerative disorders increases. These impairments influence the quality of life and increase the need for care, thus putting a high burden on society, the economy, and the healthcare system. Therefore, it is important to identify factors that influence healthy aging, particularly ones that are potentially modifiable through lifestyle choices. However, large-scale studies investigating the influence of multi-modal factors on a global description of healthy aging measured by multiple clinical assessments are sparse.</p><p><strong>Methods: </strong>We propose a machine learning model that simultaneously predicts multiple cognitive and motor outcome measurements on a personalized level recorded from one learned composite score. This personalized composite score is derived from a large set of multi-modal components from the TREND cohort, including genetic, biofluid, clinical, demographic, and lifestyle factors.</p><p><strong>Results: </strong>We found that a model based on a single composite score was able to predict cognitive and motor abilities almost as well as a classical flexible regression model specifically trained for each single clinical score. In contrast to the flexible regression model, our composite score model is able to identify factors that globally influence cognitive and motoric abilities as measured by multiple clinical scores. The model identified several risk and protective factors for healthy aging and recovered physical exercise as a major, modifiable, protective factor.</p><p><strong>Discussion: </strong>We conclude that our low parametric modeling approach successfully recovered known risk and protective factors of healthy aging on a personalized level while providing an interpretable composite score. We suggest validating this modeling approach in other cohorts.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1447944"},"PeriodicalIF":4.1,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11518739/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544736","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
Editorial: Model organisms in neuroinflammation and neuropathy: Drosophila melanogaster. 社论:神经炎症和神经病变的模式生物:黑腹果蝇
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-14 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1502502
Zihan Huang, Xueji Dai, Baichun Jiang, Yan Kong
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引用次数: 0
Diffusion and functional MRI reveal microstructural and network connectivity impairment in adult-onset neuronal intranuclear inclusion disease. 弥散和功能磁共振成像揭示了成人神经元核内包涵体病的微观结构和网络连接障碍。
IF 4.1 2区 医学
Frontiers in Aging Neuroscience Pub Date : 2024-10-11 eCollection Date: 2024-01-01 DOI: 10.3389/fnagi.2024.1478065
Rui Zhu, Junyu Qu, Yongsheng Wu, Guihua Xu, Dawei Wang
{"title":"Diffusion and functional MRI reveal microstructural and network connectivity impairment in adult-onset neuronal intranuclear inclusion disease.","authors":"Rui Zhu, Junyu Qu, Yongsheng Wu, Guihua Xu, Dawei Wang","doi":"10.3389/fnagi.2024.1478065","DOIUrl":"10.3389/fnagi.2024.1478065","url":null,"abstract":"<p><strong>Objectives: </strong>Neuronal intranuclear inclusion disease (NIID) is a rare neurodegenerative disorder lacking reliable neuroimaging biomarkers. This study aimed to evaluate microstructural and functional connectivity alterations using diffusion kurtosis imaging (DKI) and resting-state fMRI (rs-fMRI), and to investigate their diagnostic potential as biomarkers.</p><p><strong>Methods: </strong>Twenty-three patients with NIID and 40 matched healthy controls (HCs) were recruited. Firstly, gray matter (GM) and white matter (WM) changes were assessed by voxel-based analysis (VBA) and tract-based spatial statistics (TBSS). Then we explored modifications in brain functional networks connectivity by independent component analysis. And the relationship between the altered DKI parameters and neuropsychological evaluation was analyzed. Finally, a receiver operating characteristic (ROC) curve was used to evaluate the diagnostic performance of different gray matter and white matter parameters.</p><p><strong>Results: </strong>Compared with the HCs, NIID patients showed reduced mean kurtosis (MK), radial kurtosis (RK), axial kurtosis (AK), and kurtosis fractional anisotropy (KFA) values in deep gray matter regions. Significantly decreased MK, RK, AK, KFA and fractional anisotropy (FA), and increased mean diffusivity (MD) values were observed in extensive white matter fiber tracts. Notable alterations in functional connectivity were also detected. Among all DKI parameters, the diagnostic efficiency of AK in GM and FA in WM regions was the highest.</p><p><strong>Conclusion: </strong>Adult-onset NIID patients exhibited altered microstructure and functional network connectivity. Our findings suggest that DKI parameters may serve as potential imaging biomarkers for diagnosing adult-onset NIID.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1478065"},"PeriodicalIF":4.1,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11502314/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142498103","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
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