Disrupted Functional Brain Connectivity and Its Association to Structural Connectivity in Amnestic Mild Cognitive Impairment and Alzheimer's Disease

被引:105
作者
Sun, Yu [1 ,2 ]
Yin, Qihua [3 ]
Fang, Rong [4 ]
Yan, Xiaoxiao [2 ]
Wang, Ying [4 ]
Bezerianos, Anastasios [1 ]
Tang, Huidong [4 ]
Miao, Fei [3 ]
Sun, Junfeng [2 ]
机构
[1] Natl Univ Singapore, Ctr Life Sci, Singapore Inst Neurotechnol SINAPSE, Singapore 117548, Singapore
[2] Shanghai Jiao Tong Univ, Sch Biomed Engn, Shanghai 200030, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Radiol, Shanghai 200030, Peoples R China
[4] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Neurol, Shanghai 200030, Peoples R China
关键词
GRAPH-THEORETICAL ANALYSIS; RESTING-STATE NETWORKS; MODULAR ORGANIZATION; SMALL-WORLD; MATTER LOSS; TOPOLOGICAL PATTERNS; ANATOMICAL NETWORKS; COMMUNITY STRUCTURE; CORTICAL NETWORKS; DYNAMICS;
D O I
10.1371/journal.pone.0096505
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Although anomalies in the topological architecture of whole-brain connectivity have been found to be associated with Alzheimer's disease (AD), our understanding about the progression of AD in a functional connectivity (FC) perspective is still rudimentary and few study has explored the function-structure relations in brain networks of AD patients. By using restingstate functional MRI (fMRI), this study firstly investigated organizational alternations in FC networks in 12 AD patients, 15 amnestic mild cognitive impairment (aMCI) patients, and 14 age-matched healthy aging subjects and found that all three groups exhibit economical small-world network properties. Nonetheless, we found a decline of the optimal architecture in the progression of AD, represented by a more localized modular organization with less efficient local information transfer. Our results also show that aMCI forms a boundary between normal aging and AD and represents a functional continuum between healthy aging and the earliest signs of dementia. Moreover, we revealed a dissociated relationship between the overall FC and structural connectivity (SC) in AD patients. In this study, diffusion tensor imaging tractography was used to map the structural network of the same individuals. The decreased FC-SC coupling may be indicative of more stringent and less dynamic brain function in AD patients. Our findings provided insightful implications for understanding the pathophysiological mechanisms of brain dysfunctions in aMCI and AD patients and demonstrated that functional disorders can be characterized by multimodal neuroimaging-based metrics.
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页数:14
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