帕金森病边缘功能连接的皮质下-皮质相互作用

Zou Ting, Wang Yingzhi, Wang Xuyang, Chen Huafu, Cheng Chen, Zhang Chunyan, C. Jingliang, Li Rong
{"title":"帕金森病边缘功能连接的皮质下-皮质相互作用","authors":"Zou Ting, Wang Yingzhi, Wang Xuyang, Chen Huafu, Cheng Chen, Zhang Chunyan, C. Jingliang, Li Rong","doi":"10.1109/ICCWAMTIP56608.2022.10016579","DOIUrl":null,"url":null,"abstract":"Functional changes in both subcortical and cortical brain regions influence the clinical phenotype of parkinson’s disease. Although these changes has been studied on node-centrical network analysis, the precise mechanism of the brain subcortico-cortical functional interactions resulting in the described clinical symptoms is unknown in parkinson’s disease. Here, we quantified regional functional interactions for each participant (patients, n=73, matched healthy controls, n = 76) by adopting an edge-centric network approach. After clustering the edges into communities by k-means clustering, we calculated community entropy within and between networks. Compared with healthy controls, we found that the entropy decreased across the subcortex but peaked in striatum (putamen) and cortex peaked in dorsal attention network (anterior cingulate cortex) in parkinson’s disease. Across spatial scales, the regional functional interactions between putamen and primary, heteromodal systems was decreased, which is systematically associated with the Hoehn and Yahr scales. Together, our findings reveal that the putamen may play a pivotal role in modulating subcortico-cortical interactions at the functional level, which expand the previous investigations on the pathologic mechanisms of parkinson’s disease.","PeriodicalId":159508,"journal":{"name":"2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Subcortico-Cortical Interactions Of Edge Functional Connectivity In Parkinson’s Disease\",\"authors\":\"Zou Ting, Wang Yingzhi, Wang Xuyang, Chen Huafu, Cheng Chen, Zhang Chunyan, C. Jingliang, Li Rong\",\"doi\":\"10.1109/ICCWAMTIP56608.2022.10016579\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Functional changes in both subcortical and cortical brain regions influence the clinical phenotype of parkinson’s disease. Although these changes has been studied on node-centrical network analysis, the precise mechanism of the brain subcortico-cortical functional interactions resulting in the described clinical symptoms is unknown in parkinson’s disease. Here, we quantified regional functional interactions for each participant (patients, n=73, matched healthy controls, n = 76) by adopting an edge-centric network approach. After clustering the edges into communities by k-means clustering, we calculated community entropy within and between networks. Compared with healthy controls, we found that the entropy decreased across the subcortex but peaked in striatum (putamen) and cortex peaked in dorsal attention network (anterior cingulate cortex) in parkinson’s disease. Across spatial scales, the regional functional interactions between putamen and primary, heteromodal systems was decreased, which is systematically associated with the Hoehn and Yahr scales. Together, our findings reveal that the putamen may play a pivotal role in modulating subcortico-cortical interactions at the functional level, which expand the previous investigations on the pathologic mechanisms of parkinson’s disease.\",\"PeriodicalId\":159508,\"journal\":{\"name\":\"2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCWAMTIP56608.2022.10016579\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCWAMTIP56608.2022.10016579","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

大脑皮层下和皮层区域的功能改变影响帕金森病的临床表型。虽然这些变化已经在节点中心网络分析中得到了研究,但在帕金森病中,大脑皮层下-皮层功能相互作用导致所描述的临床症状的确切机制尚不清楚。在这里,我们通过采用边缘中心网络方法量化了每个参与者(患者,n=73,匹配健康对照,n= 76)的区域功能相互作用。通过k-means聚类方法将边缘聚为群落,计算网络内和网络间的群落熵。与健康对照相比,我们发现帕金森病患者的皮层下熵减少,纹状体(壳核)和背侧注意网络(前扣带皮层)的熵最高。在空间尺度上,壳核与原生异模态系统之间的区域功能相互作用减弱,这与Hoehn和Yahr尺度有系统关联。总之,我们的研究结果表明,壳核可能在功能水平上调节皮质下-皮质相互作用中发挥关键作用,这扩展了先前对帕金森病病理机制的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Subcortico-Cortical Interactions Of Edge Functional Connectivity In Parkinson’s Disease
Functional changes in both subcortical and cortical brain regions influence the clinical phenotype of parkinson’s disease. Although these changes has been studied on node-centrical network analysis, the precise mechanism of the brain subcortico-cortical functional interactions resulting in the described clinical symptoms is unknown in parkinson’s disease. Here, we quantified regional functional interactions for each participant (patients, n=73, matched healthy controls, n = 76) by adopting an edge-centric network approach. After clustering the edges into communities by k-means clustering, we calculated community entropy within and between networks. Compared with healthy controls, we found that the entropy decreased across the subcortex but peaked in striatum (putamen) and cortex peaked in dorsal attention network (anterior cingulate cortex) in parkinson’s disease. Across spatial scales, the regional functional interactions between putamen and primary, heteromodal systems was decreased, which is systematically associated with the Hoehn and Yahr scales. Together, our findings reveal that the putamen may play a pivotal role in modulating subcortico-cortical interactions at the functional level, which expand the previous investigations on the pathologic mechanisms of parkinson’s disease.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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