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  1. NTU Theses and Dissertations Repository
  2. 醫學院
  3. 腦與心智科學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/84441
完整後設資料紀錄
DC 欄位值語言
dc.contributor.advisor吳恩賜(Joshua Ooh Son Goh)
dc.contributor.authorAshley Jacqueline Wadeen
dc.date.accessioned2023-03-19T22:11:42Z-
dc.date.copyright2022-10-17
dc.date.issued2022
dc.date.submitted2022-09-26
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dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/84441-
dc.description.abstract自閉症譜系障礙 (ASD) 在兒童中變得越來越普遍(每 44 人中有 1 人),並且隨著腦成像技術的進步,我們對自閉症的結構發育和功能連接如何與整個 ASD 青春期的社會互動和意識相關的理解也在加深。本研究重點關注 ASD 與典型發育(TD) 控制之間的靜息狀態功能連接 (FC) 差異,這些差異以年齡動態和特定區域的方式進行。ASD FC 中的興奮和抑制始於過度生產和減少的大腦結構調整,這導致短程大腦區域的超連接性和遠程大腦區域的低連接性。該系統為 ASD 的社會互動和意識設置了困難。在 76 名 ASD 受試者和 78 名 9-19 歲的 TD 受試者中進行的 T 檢驗和三次回歸模型顯示了 FC 發育變化對年齡的影響。與 TD 相比,T 檢驗揭示了 ASD 中的延遲 FC 模式,區域內 FC 較多,區域間 FC 較少。三次回歸模型揭示了七個重要的大腦區域的相互作用,顯示了額內、額枕和顳葉連接的整體延遲 FC 模式。一個顳頂葉連接顯示相反的模式,ASD FC 在早期(10-12 歲)具有更高的相關性,然後在後期(15-16 歲)的相關性低於 TD,與 TD 呈正相關。社會意識分數。表明超連通性與整個大腦的負強化抑制了整個發育過程中對社會環境的適應和理解。ASD 大腦從出生就被設計為具有短程超連接性,不會在整個大腦中發展出強大的 FC 連接,以做出更高階的決策並理解通常開發、學習和整合到 TD 青少年大腦中的社會線索。這項研究強調了每個發育年的重要性以及 ASD大腦如何在 FC 和社會意識適應中發生變化,以便提供針對這些發育年齡的潛在治療解決方案。zh_TW
dc.description.abstractAutism Spectrum Disorder (ASD) is becoming more common in children (1 in ev-ery 44), and as brain imaging technology advances, so does our understanding of how the disorder’s structural development and functional connectivity relate to social interactions and awareness throughout ASD adolescence. This study focuses on the resting-state functional connectivity (FC) differences between ASD and typically developing (TD) controls in an age-dynamic and region-specific manner. Excitation and inhibition in ASD FC begins with hyper-production and decreased brain structural tuning, which results in hyper-connectivity in short-range brain regions and hypo-connectivity in long-range brain regions. This system sets up the difficulties for social interaction and awareness in ASD. A T-test and a cubic regression model in 76 ASD subjects and 78 TD subjects aged 9-19 showed the effect of FC developmental changes across age. When compared to TD, the T-test revealed a delayed FC pattern in ASD, with more intra-region FC and less inter-region FC. The cubic regression model revealed seven significant brain regions’ interactions,showing an overall delayed FC pattern in intra-frontal, frontal-occipital, and temporal-insular connections. One temporal-parietal connection showed the opposite pattern, with ASD FC having a higher correlation in the early ages (10-12), then a lower correlation in the later ages (15-16) than TD, which showed a positive correlation with the social awareness score. Indicating hyper-connectivity with negative reinforcement across the brain inhibiting adaptation and understanding of social settings throughout development. The ASD brain has been designed from birth to have short-range hyper-connectivity that does not develop strong FC connections across the brain to make higher order decisions and understand social cues that are normally developed, learned, and integrated into a TD adolescent brain. This study highlights the significance of each developmental year and how the ASD brain changes in FC and social awareness adaptation in order to provide potential therapeutic solutions targeted at these ages of development.en
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dc.description.tableofcontentsVerification Letter from the Oral Examination Committee i Acknowledgements iii 摘要 v Abstract vii Contents ix List of Figures xi List of Tables xiii Acronyms xv Chapter 1 Introduction 1 1.1 Brain Maturation . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 1.2 Structural Connectivity . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.3 Functional Connectivity . . . . . . . . . . . . . . . . . . . . . . . . 4 1.3.1 Hyper-connectivity . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.3.2 Hypo-connectivity . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 1.3.3 Hyper- and Hypo-connectivity . . . . . . . . . . . . . . . . . . . . 7 1.4 FC related to social brain regions . . . . . . . . . . . . . . . . . . . 10 1.5 Hypothesis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 Chapter 2 Methods 2.1 Participants . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .15 2.2 Social Score Measures . . . . . . . . . . . . . . . . . . . . . . . . . 16 2.2.1 Social Responsiveness Scale . . . . . . . . . . . . . . . . . . . . . 16 2.2.2 Child Behavioral Checklist . . . . . . . . . . . . . . . . . . . . . . 16 2.3 Brain imaging protocol . . . . . . . . . . . . . . . . . . . . . . . . . 17 2.4 Brain Image Preprocessing . . . . . . . . . . . . . . . . . . . . . . . 17 2.5 Statistical Analysis of Connectivity Matrices . . . . . . . . . . . . . 19 2.5.1 P-value of Z-score test . . . . . . . . . . . . . . . . . . . . . . . . 19 2.5.2 T-Test . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 2.5.3 Quadratic regression modeling . . . . . . . . . . . . . . . . . . . . 19 2.5.4 Linear regression modeling of social scores . . . . . . . . . . . . . 20 Chapter 3 Results 23 3.1 Z-scores . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23 3.2 T-test . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23 3.3 Cubic Regression . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25 3.4 Social Scores Linear Regression . . . . . . . . . . . . . . . . . . . . 26 Chapter 4 Discussion 29 Bibliography 37 Figures 45 Tables 53
dc.language.isoen
dc.subject功能連接zh_TW
dc.subject自閉症譜系障礙zh_TW
dc.subject低連接性zh_TW
dc.subject神經發育障礙zh_TW
dc.subject超連接zh_TW
dc.subject社會意識zh_TW
dc.subjecthyper-connectivityen
dc.subjecthypo-connectivityen
dc.subjectsocial awarenessen
dc.subjectneurodevelopmental disordersen
dc.subjectFunctional Connectivityen
dc.subjectASDen
dc.title泛自閉症障礙與正常發育青少年之大腦功能性連結年齡差異zh_TW
dc.titleAge-related Differences in Cerebral Functional Connectivity between Adolescents with Autism Spectrum Disorder and Typically Developing Controlsen
dc.typeThesis
dc.date.schoolyear110-2
dc.description.degree碩士
dc.contributor.coadvisor高淑芬(Susan Shur-Fen Gau)
dc.contributor.oralexamcommittee簡意玲(Yi-Ling Chien)
dc.subject.keyword自閉症譜系障礙,功能連接,神經發育障礙,社會意識,超連接,低連接性,zh_TW
dc.subject.keywordASD,Functional Connectivity,neurodevelopmental disorders,social awareness,hyper-connectivity,hypo-connectivity,en
dc.relation.page57
dc.identifier.doi10.6342/NTU202203274
dc.rights.note同意授權(限校園內公開)
dc.date.accepted2022-09-26
dc.contributor.author-college醫學院zh_TW
dc.contributor.author-dept腦與心智科學研究所zh_TW
dc.date.embargo-lift2025-09-30-
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