Frequency-specific Alterations of Large-scale Functional Brain Networks in Patients with Alzheimer's Disease

被引:3
作者
Qin, Yuan-Yuan [1 ]
Li, Ya-Peng [2 ]
Zhang, Shun [1 ]
Xiong, Ying [1 ]
Guo, Lin-Ying [1 ]
Yang, Shi-Qi [1 ]
Yao, Yi-Hao [1 ]
Li, Wei [2 ]
Zhu, Wen-Zhen [1 ]
机构
[1] Huazhong Univ Sci & Technol, Tongji Med Coll, Tongji Hosp, Dept Radiol, Wuhan 430030, Hubei, Peoples R China
[2] Huazhong Univ Sci & Technol, Educ Minist China, Image Proc & Intelligent Control Key Lab, Dept Control Sci & Engn, Wuhan 430030, Hunan, Peoples R China
关键词
Alzheimer's Disease; Frequency; Network; GRAPH-THEORETICAL ANALYSIS; SMALL-WORLD; CONNECTIVITY; INSIGHTS;
D O I
10.4103/0366-6999.151654
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Previous studies have indicated that the cognitive deficits in patients with Alzheimer's disease (AD) may be due to topological deteriorations of the brain network. However, whether the selection of a specific frequency band could impact the topological properties is still not clear. Our hypothesis is that the topological properties of AD patients are also frequency-specific. Methods: Resting state functional magnetic resonance imaging data from 10 right-handed moderate AD patients (mean age: 64.3 years; mean mini mental state examination [MMSE]: 18.0) and 10 age and gender-matched healthy controls (mean age: 63.6 years; mean MMSE: 28.2) were enrolled in this study. The global efficiency, the clustering coefficient (CC), the characteristic path length (CpL), and "small-world" property were calculated in a wide range of thresholds and averaged within each group, at three different frequency bands (0.01-0.06 Hz, 0.06-0.11 Hz, and 0.11-0.25 Hz). Results: At lower-frequency bands (0.01-0.06 Hz, 0.06-0.11 Hz), the global efficiency, the CC and the "small-world" properties of AD patients decreased compared to controls. While at higher-frequency bands (0.11-0.25 Hz), the CpL was much longer, and the "small-world" property was disrupted in AD, particularly at a higher threshold. The topological properties changed with different frequency bands, suggesting the existence of disrupted global and local functional organization associated with AD. Conclusions: This study demonstrates that the topological alterations of large-scale functional brain networks in AD patients are frequency dependent, thus providing fundamental support for optimal frequency selection in future related research.
引用
收藏
页码:602 / 609
页数:8
相关论文
共 35 条
[1]   Cortical Hubs Revealed by Intrinsic Functional Connectivity: Mapping, Assessment of Stability, and Relation to Alzheimer's Disease [J].
Buckner, Randy L. ;
Sepulcre, Jorge ;
Talukdar, Tanveer ;
Krienen, Fenna M. ;
Liu, Hesheng ;
Hedden, Trey ;
Andrews-Hanna, Jessica R. ;
Sperling, Reisa A. ;
Johnson, Keith A. .
JOURNAL OF NEUROSCIENCE, 2009, 29 (06) :1860-1873
[2]   Molecular, structural, and functional characterization of Alzheimer's disease: Evidence for a relationship between default activity, amyloid, and memory [J].
Buckner, RL ;
Snyder, AZ ;
Shannon, BJ ;
LaRossa, G ;
Sachs, R ;
Fotenos, AF ;
Sheline, YI ;
Klunk, WE ;
Mathis, CA ;
Morris, JC ;
Mintun, MA .
JOURNAL OF NEUROSCIENCE, 2005, 25 (34) :7709-7717
[3]   The economy of brain network organization [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2012, 13 (05) :336-349
[4]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198
[5]  
Cordes D, 2001, AM J NEURORADIOL, V22, P1326
[6]   Greater than the sum of its parts: a review of studies combining structural connectivity and resting-state functional connectivity [J].
Damoiseaux, Jessica S. ;
Greicius, Michael D. .
BRAIN STRUCTURE & FUNCTION, 2009, 213 (06) :525-533
[7]   Disruption of Functional Brain Networks in Alzheimer's Disease: What Can We Learn from Graph Spectral Analysis of Resting-State Magnetoencephalography? [J].
de Haan, Willem ;
van der Flier, Wiesje M. ;
Wang, Huijuan ;
Van Mieghem, Piet F. A. ;
Scheltens, Philip ;
Stam, Cornelis J. .
BRAIN CONNECTIVITY, 2012, 2 (02) :45-55
[8]   Distinct brain networks for adaptive and stable task control in humans [J].
Dosenbach, Nico U. F. ;
Fair, Damien A. ;
Miezin, Francis M. ;
Cohen, Alexander L. ;
Wenger, Kristin K. ;
Dosenbach, Ronny A. T. ;
Fox, Michael D. ;
Snyder, Abraham Z. ;
Vincent, Justin L. ;
Raichle, Marcus E. ;
Schlaggar, Bradley L. ;
Petersen, Steven E. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (26) :11073-11078
[9]   Reorganization of cerebral networks after stroke: new insights from neuroimaging with connectivity approaches [J].
Grefkes, Christian ;
Fink, Gereon R. .
BRAIN, 2011, 134 :1264-1276
[10]   Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's Disease [J].
He, Yong ;
Chen, Zhang ;
Evans, Alan .
JOURNAL OF NEUROSCIENCE, 2008, 28 (18) :4756-4766