Aberrant Functional Connectivity Dynamics of Superior Temporal Sulcus and Its Associations with GABA Genes Expression in Autism

Xiaonan Guo, Changchun He, Xujun Duan, Shaoqiang Han, Jinming Xiao, Huafu Chen
{"title":"Aberrant Functional Connectivity Dynamics of Superior Temporal Sulcus and Its Associations with GABA Genes Expression in Autism","authors":"Xiaonan Guo, Changchun He, Xujun Duan, Shaoqiang Han, Jinming Xiao, Huafu Chen","doi":"10.1145/3340037.3340049","DOIUrl":null,"url":null,"abstract":"Autism spectrum disorder (ASD) is associated with functional coordination disturbances among brain regions. Genetic studies implicated that dysfunctional gamma-aminobutyric acid (GABA) system may play an important role in autism etiology. Based on previous reported static functional connectivity abnormalities of the posterior superior temporal sulcus (pSTS) in ASD, the current study aimed to explore the dynamic functional connectivity (dFC) variability of the pSTS in ASD and its associations with GABA receptor genes expression. Resting-state functional magnetic resonance imaging data obtained from the Autism Brain Imaging Data Exchange repository were analyzed in 209 males with ASD and 298 demographically-matched control males. For each subject, dFC maps of the bilateral pSTS were constructed through Flexible Least Squares strategy, and the variance of the dFC time series at each voxel was further calculated to quantify the temporal variability. Finally, gene expression decoding analysis was performed using NeuroVault to associate the dFC variability abnormalities with expression data of the GABA receptor genes. Compared with typical controls, individuals with ASD showed increased dFC variability between the left pSTS and right temporal regions, including the middle temporal gyrus and fusiform gyrus. In addition, decreased dFC variability was found between the right pSTS and bilateral posterior cingulate cortex in ASD. Gene expression decoding result showed that aberrant dFC variability patterns of the bilateral pSTS were related to GABA receptor genes expression. These findings suggest abnormal dFC variability of the pSTS in ASD and implicate the potential links between these connectivity abnormalities and GABA genes expression.","PeriodicalId":340774,"journal":{"name":"Proceedings of the 3rd International Conference on Medical and Health Informatics","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 3rd International Conference on Medical and Health Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3340037.3340049","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Autism spectrum disorder (ASD) is associated with functional coordination disturbances among brain regions. Genetic studies implicated that dysfunctional gamma-aminobutyric acid (GABA) system may play an important role in autism etiology. Based on previous reported static functional connectivity abnormalities of the posterior superior temporal sulcus (pSTS) in ASD, the current study aimed to explore the dynamic functional connectivity (dFC) variability of the pSTS in ASD and its associations with GABA receptor genes expression. Resting-state functional magnetic resonance imaging data obtained from the Autism Brain Imaging Data Exchange repository were analyzed in 209 males with ASD and 298 demographically-matched control males. For each subject, dFC maps of the bilateral pSTS were constructed through Flexible Least Squares strategy, and the variance of the dFC time series at each voxel was further calculated to quantify the temporal variability. Finally, gene expression decoding analysis was performed using NeuroVault to associate the dFC variability abnormalities with expression data of the GABA receptor genes. Compared with typical controls, individuals with ASD showed increased dFC variability between the left pSTS and right temporal regions, including the middle temporal gyrus and fusiform gyrus. In addition, decreased dFC variability was found between the right pSTS and bilateral posterior cingulate cortex in ASD. Gene expression decoding result showed that aberrant dFC variability patterns of the bilateral pSTS were related to GABA receptor genes expression. These findings suggest abnormal dFC variability of the pSTS in ASD and implicate the potential links between these connectivity abnormalities and GABA genes expression.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
自闭症患者颞上沟异常功能连接动态及其与GABA基因表达的关系
自闭症谱系障碍(ASD)与大脑区域之间的功能协调障碍有关。遗传学研究表明,γ -氨基丁酸(GABA)系统功能失调可能在自闭症病因中起重要作用。基于已有报道的ASD后颞上沟(pSTS)静态功能连接异常,本研究旨在探讨ASD后颞上沟(pSTS)动态功能连接(dFC)变异性及其与GABA受体基因表达的关系。从自闭症脑成像数据交换库获得的静息状态功能磁共振成像数据分析了209名ASD男性和298名人口统计学匹配的对照男性。通过柔性最小二乘策略构建双边pSTS的dFC图,并进一步计算各体素上dFC时间序列的方差,量化时间变异性。最后,使用NeuroVault进行基因表达解码分析,将dFC变异性异常与GABA受体基因的表达数据联系起来。与典型对照相比,ASD个体在左pSTS和右颞区(包括颞中回和梭状回)之间的dFC变异性增加。此外,ASD患者右侧pSTS和双侧后扣带皮层之间的dFC变异性降低。基因表达解码结果表明,双侧pSTS的dFC变异模式异常与GABA受体基因表达有关。这些发现表明ASD中pSTS的dFC异常变异性,并暗示这些连接异常与GABA基因表达之间的潜在联系。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
DGFE-VG: Dynamic Gene Feature Extraction via Visibility Graph Cardiovascular Incidence, Mortality and Web-Based Data in China Advances in the Prevention of Cardiovascular Diseases by Phytosterol Mixed Reality Patients Monitoring Application for Critical Care Nurses The Development of an Aggregated Electronic Health Record in Compliance with Consolidated Clinical Document Architecture
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1