Abnormal Anatomical Rich-Club Organization and Structural-Functional Coupling in Mild Cognitive Impairment and Alzheimer's Disease

被引:67
作者
Cao, Rui [1 ]
Wang, Xin [2 ]
Gao, Yuan [2 ]
Li, Ting [3 ]
Zhang, Hui [4 ]
Hussain, Waqar [2 ]
Xie, Yunyan [5 ]
Wang, Jing [6 ]
Wang, Bin [2 ]
Xiang, Jie [2 ]
机构
[1] Taiyuan Univ Technol, Coll Software, Taiyuan, Peoples R China
[2] Taiyuan Univ Technol, Coll Informat & Comp, Taiyuan, Peoples R China
[3] Beijing Inst Technol, Sch Life Sci, Beijing, Peoples R China
[4] Shanxi Med Univ, Hosp 1, Dept Radiol, Taiyuan, Peoples R China
[5] Capital Med Univ, Xuanwu Hosp, Dept Neurol, Beijing, Peoples R China
[6] Peking Univ, Aerosp Sch Clin Med, Aerosp Ctr Hosp, Dept Hlth Management, Beijing, Peoples R China
基金
加拿大健康研究院; 中国国家自然科学基金; 美国国家卫生研究院;
关键词
Alzheimer's disease; mild cognitive impairment; rich-club organization; SC-FC coupling; brain network; SCALE BRAIN NETWORKS; HUMAN CONNECTOME; GLOBAL SIGNAL; HEAD MOTION; CONNECTIVITY; STATE; MEMORY; ARCHITECTURE; EFFICIENCY; COST;
D O I
10.3389/fneur.2020.00053
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Emerging research indicates interruptions in the wiring organization of the brain network in Mild cognitive impairment (MCI) and Alzheimer's disease (AD). Due to the important role of rich-club organization in distinguishing abnormalities of AD patients and the close relationship between structural connectivity (SC) and functional connectivity (FC), our study examined whether changes in SC-FC coupling and the relationship with abnormal rich-club organizations during the development of diseases may contribute to the pathophysiology of AD. Structural diffusion-tensor imaging (DTI) and resting-state functional magnetic resonance imaging (fMRI) were performed in 38 normal controls (NCs), 40 MCI patients and 19 AD patients. Measures of the rich-club structure and its role in global structural-functional coupling were administered. Our study found decreased levels of feeder and local connectivity in MCI and AD patients, which were the main contributing factors to the lower efficiency of the brain structural network. Another important finding was that we have more accurately characterized the changing pattern of functional brain dynamics. The enhanced coupling between SC and FC in MCI and AD patients might be due to disruptions in optimal structural organization. More interestingly, we also found increases in the SC-FC coupling for feeder and local connections in MCI and AD patients. SC-FC coupling also showed significant differences between MCI and AD patients, mainly between the abnormal feeder connections. The connection density and coupling strength were significantly correlated with clinical metrics in patients. The present findings enhanced our understanding of the neurophysiologic mechanisms associated with MCI and AD.
引用
收藏
页数:17
相关论文
共 94 条
[1]   Efficiency and cost of economical brain functional networks [J].
Achard, Sophie ;
Bullmore, Edward T. .
PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (02) :174-183
[2]   Error and attack tolerance of complex networks [J].
Albert, R ;
Jeong, H ;
Barabási, AL .
NATURE, 2000, 406 (6794) :378-382
[3]  
[Anonymous], NEUROIMAGE
[4]   Working memory: Looking back and looking forward [J].
Baddeley, A .
NATURE REVIEWS NEUROSCIENCE, 2003, 4 (10) :829-839
[5]   Rich-club organization of the newborn human brain [J].
Ball, Gareth ;
Aljabar, Paul ;
Zebari, Sally ;
Tusor, Nora ;
Arichi, Tomoki ;
Merchant, Nazakat ;
Robinson, Emma C. ;
Ogundipe, Enitan ;
Rueckert, Daniel ;
Edwards, A. David ;
Counsell, Serena J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (20) :7456-7461
[6]   Dynamic functional-structural coupling within acute functional state change phases: Evidence from a depression recognition study [J].
Bi, Kun ;
Hua, Lingling ;
Wei, Maobin ;
Qin, Jiaolong ;
Lu, Qing ;
Yao, Zhijian .
JOURNAL OF AFFECTIVE DISORDERS, 2016, 191 :145-155
[7]   Right Anterior Insula: Core Region of Hallucinations in Cognitive Neurodegenerative Diseases [J].
Blanc, Frederic ;
Noblet, Vincent ;
Philippi, Nathalie ;
Cretin, Benjamin ;
Foucher, Jack ;
Armspach, Jean-Paul ;
Rousseau, Francois .
PLOS ONE, 2014, 9 (12)
[8]   White matter damage in Alzheimer's disease assessed in vivo using diffusion tensor magnetic resonance imaging [J].
Bozzali, M ;
Falini, A ;
Franceschi, M ;
Cercignani, M ;
Zuffi, M ;
Scotti, G ;
Comi, G ;
Filippi, M .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2002, 72 (06) :742-746
[9]   Test-retest reliability of resting-state connectivity network characteristics using fMRI and graph theoretical measures [J].
Braun, Urs ;
Plichta, Michael M. ;
Esslinger, Christine ;
Sauer, Carina ;
Haddad, Leila ;
Grimm, Oliver ;
Mier, Daniela ;
Mohnke, Sebastian ;
Heinz, Andreas ;
Erk, Susanne ;
Walter, Henrik ;
Seiferth, Nina ;
Kirsch, Peter ;
Meyer-Lindenberg, Andreas .
NEUROIMAGE, 2012, 59 (02) :1404-1412
[10]   Large-scale brain networks in cognition: emerging methods and principles [J].
Bressler, Steven L. ;
Menon, Vinod .
TRENDS IN COGNITIVE SCIENCES, 2010, 14 (06) :277-290