Structural Network Efficiency Predicts Conversion to Incident Parkinsonism in Patients With Cerebral Small Vessel Disease.

IF 4.3 2区 医学 Q1 GERIATRICS & GERONTOLOGY
Mengfei Cai, Mina A Jacob, José Marques, David G Norris, Marco Duering, Rianne A J Esselink, Yuhu Zhang, Frank-Erik de Leeuw, Anil M Tuladhar
{"title":"Structural Network Efficiency Predicts Conversion to Incident Parkinsonism in Patients With Cerebral Small Vessel Disease.","authors":"Mengfei Cai, Mina A Jacob, José Marques, David G Norris, Marco Duering, Rianne A J Esselink, Yuhu Zhang, Frank-Erik de Leeuw, Anil M Tuladhar","doi":"10.1093/gerona/glad182","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>To investigate whether structural network disconnectivity is associated with parkinsonian signs and their progression, as well as with an increased risk of incident parkinsonism.</p><p><strong>Methods: </strong>In a prospective cohort (Radboud University Nijmegen Diffusion Tensor and Magnetic Resonance Cohort study) consisting of 293 participants with small vessel disease (SVD), we assessed parkinsonian signs and incident parkinsonism over an 8-year follow-up. In addition, we reconstructed the white matter network followed by graph-theoretical analyses to compute the network metrics. Conventional magnetic resonance imaging markers for SVD were assessed.</p><p><strong>Results: </strong>We included 293 patients free of parkinsonism at baseline (2011), with a mean age 68.8 (standard deviation [SD] 8.4) years, and 130 (44.4%) were men. Nineteen participants (6.5%) developed parkinsonism during a median (SD) follow-up time of 8.3 years. Compared with participants without parkinsonism, those with all-cause parkinsonism had higher Unified Parkinson's Disease Rating scale (UPDRS) scores and lower global efficiency at baseline. Baseline global efficiency was associated with UPDRS motor scores in 2011 (β = -0.047, p < .001) and 2015 (β = -0.84, p < .001), as well as with the changes in UPDRS scores during the 4-year follow-up (β = -0.63, p = .004). In addition, at the regional level, we identified an inter-hemispheric disconnected network associated with an increased UPDRS motor score. Besides, lower global efficiency was associated with an increased risk of all-cause and vascular parkinsonism independent of SVD markers.</p><p><strong>Conclusions: </strong>Our findings suggest that global network efficiency is associated with a gradual decline in motor performance, ultimately leading to incident parkinsonism in the elderly with SVD. Global network efficiency may have the added value to serve as a useful marker to capture changes in motor signs.</p>","PeriodicalId":49953,"journal":{"name":"Journals of Gerontology Series A-Biological Sciences and Medical Sciences","volume":" ","pages":""},"PeriodicalIF":4.3000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10733213/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journals of Gerontology Series A-Biological Sciences and Medical Sciences","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/gerona/glad182","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GERIATRICS & GERONTOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: To investigate whether structural network disconnectivity is associated with parkinsonian signs and their progression, as well as with an increased risk of incident parkinsonism.

Methods: In a prospective cohort (Radboud University Nijmegen Diffusion Tensor and Magnetic Resonance Cohort study) consisting of 293 participants with small vessel disease (SVD), we assessed parkinsonian signs and incident parkinsonism over an 8-year follow-up. In addition, we reconstructed the white matter network followed by graph-theoretical analyses to compute the network metrics. Conventional magnetic resonance imaging markers for SVD were assessed.

Results: We included 293 patients free of parkinsonism at baseline (2011), with a mean age 68.8 (standard deviation [SD] 8.4) years, and 130 (44.4%) were men. Nineteen participants (6.5%) developed parkinsonism during a median (SD) follow-up time of 8.3 years. Compared with participants without parkinsonism, those with all-cause parkinsonism had higher Unified Parkinson's Disease Rating scale (UPDRS) scores and lower global efficiency at baseline. Baseline global efficiency was associated with UPDRS motor scores in 2011 (β = -0.047, p < .001) and 2015 (β = -0.84, p < .001), as well as with the changes in UPDRS scores during the 4-year follow-up (β = -0.63, p = .004). In addition, at the regional level, we identified an inter-hemispheric disconnected network associated with an increased UPDRS motor score. Besides, lower global efficiency was associated with an increased risk of all-cause and vascular parkinsonism independent of SVD markers.

Conclusions: Our findings suggest that global network efficiency is associated with a gradual decline in motor performance, ultimately leading to incident parkinsonism in the elderly with SVD. Global network efficiency may have the added value to serve as a useful marker to capture changes in motor signs.

结构网络效率预测大脑小血管疾病患者帕金森症的转归
背景:研究结构网络断裂是否与帕金森病症状及其进展以及帕金森病发病风险的增加有关:目的:研究结构网络断裂是否与帕金森病症状及其进展以及帕金森病发病风险的增加有关:在一项前瞻性队列研究(奈梅亨大学扩散张量和磁共振队列研究)中,我们对293名小血管疾病(SVD)患者进行了为期8年的随访,评估了帕金森症状和帕金森病的发病情况。此外,我们还重建了白质网络,并通过图论分析计算了网络指标。我们还评估了SVD的常规磁共振成像指标:我们共纳入了 293 名基线(2011 年)无帕金森病的患者,平均年龄为 68.8 岁(标准差 [SD] 8.4),其中 130 人(44.4%)为男性。19名患者(6.5%)在中位数(标准差)为8.3年的随访期间患上了帕金森症。与没有帕金森病的患者相比,全因帕金森病的患者统一帕金森病评定量表(UPDRS)评分较高,基线总体效率较低。基线全局效率与2011年的UPDRS运动评分相关(β = -0.047,p 结论:我们的研究结果表明,全局网络效率是影响帕金森病患者运动能力的重要因素:我们的研究结果表明,全局网络效率与运动表现的逐渐下降有关,最终导致患有 SVD 的老年人发生帕金森病。全局网络效率可能具有附加价值,可作为捕捉运动体征变化的有用标记。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
10.00
自引率
5.90%
发文量
233
审稿时长
3-8 weeks
期刊介绍: Publishes articles representing the full range of medical sciences pertaining to aging. Appropriate areas include, but are not limited to, basic medical science, clinical epidemiology, clinical research, and health services research for professions such as medicine, dentistry, allied health sciences, and nursing. It publishes articles on research pertinent to human biology and disease.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信