Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease

被引:97
|
作者
Pereira, Joana B. [1 ]
Mijalkov, Mite [2 ]
Kakaei, Ehsan [2 ]
Mecocci, Patricia [4 ]
Vellas, Bruno [5 ]
Tsolaki, Magda [6 ]
Kloszewska, Iwona [7 ]
Soininen, Hilka [8 ,9 ]
Spenger, Christian [10 ,11 ]
Lovestone, Simmon [12 ]
Simmons, Andrew [13 ]
Wahlund, Lars-Olof [1 ]
Volpe, Giovanni [2 ,3 ]
Westman, Eric [1 ]
机构
[1] Karolinska Inst, Dept Neurobiol Care Sci & Soc, Novum 5th Floor, SE-14186 Stockholm, Sweden
[2] Bilkent Univ, Soft Matter Lab, Dept Phys, Ankara, Turkey
[3] Bilkent Univ, UNAM Natl Nanotechnol Res Ctr, Ankara, Turkey
[4] Univ Perugia, Inst Gerontol & Geriatr, Perugia, Italy
[5] Univ Toulouse, INSERM, U558, Toulouse, France
[6] Aristotle Univ Thessaloniki, Thessaloniki, Greece
[7] Med Univ Lodz, Lodz, Poland
[8] Univ Eastern Finland, Joensuu, Finland
[9] Kuopio Univ Hosp, Kuopio, Finland
[10] Karolinska Inst, Div Med Imaging & Technol, Dept Clin Sci Intervent & Technol, Stockholm, Sweden
[11] Karolinska Univ Hosp Huddinge, Dept Radiol, Solna, Sweden
[12] Kings Coll London, Inst Psychiat, London, England
[13] NIHR Biomed Res Ctr Mental Hlth, London, England
基金
美国国家卫生研究院; 加拿大健康研究院;
关键词
closeness centrality; clustering; modularity; structural covariance networks; transitivity; HUMAN CEREBRAL-CORTEX; DEFAULT-MODE NETWORK; HUMAN BRAIN; SMALL-WORLD; FUNCTIONAL CONNECTIVITY; MODULAR ORGANIZATION; STRUCTURAL NETWORKS; COMMUNITY STRUCTURE; CORTICAL THICKNESS; AMYLOID-BETA;
D O I
10.1093/cercor/bhw128
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Recent findings suggest that Alzheimer's disease (AD) is a disconnection syndrome characterized by abnormalities in large-scale networks. However, the alterations that occur in network topology during the prodromal stages of AD, particularly in patients with stable mild cognitive impairment (MCI) and those that show a slow or faster progression to dementia, are still poorly understood. In this study, we used graph theory to assess the organization of structural MRI networks in stable MCI (sMCI) subjects, late MCI converters (lMCIc), early MCI converters (eMCIc), and AD patients from 2 large multicenter cohorts: ADNI and AddNeuroMed. Our findings showed an abnormal global network organization in all patient groups, as reflected by an increased path length, reduced transitivity, and increased modularity compared with controls. In addition, lMCIc, eMCIc, and AD patients showed a decreased path length and mean clustering compared with the sMCI group. At the local level, there were nodal clustering decreases mostly in AD patients, while the nodal closeness centrality detected abnormalities across all patient groups, showing overlapping changes in the hippocampi and amygdala and nonoverlapping changes in parietal, entorhinal, and orbitofrontal regions. These findings suggest that the prodromal and clinical stages of AD are associated with an abnormal network topology.
引用
收藏
页码:3476 / 3493
页数:18
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