Changes in Topological Organization of Functional PET Brain Network with Normal Aging

被引:48
作者
Liu, Zhiliang [1 ]
Ke, Lining [2 ]
Liu, Huafeng [1 ]
Huang, Wenhua [2 ]
Hu, Zhenghui [1 ]
机构
[1] Zhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R China
[2] Southern Med Univ, Inst Clin Anat, Sch Basic Med Sci, Guangzhou, Guangdong, Peoples R China
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
GRAPH-THEORETICAL ANALYSIS; SMALL-WORLD NETWORKS; AGE-RELATED-CHANGES; COMPLEX NETWORKS; CORTICAL NETWORKS; ANATOMICAL NETWORK; CLINICAL-DIAGNOSIS; ALZHEIMERS-DISEASE; DEFAULT NETWORK; METABOLIC-RATE;
D O I
10.1371/journal.pone.0088690
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
Recent studies about brain network have suggested that normal aging is associated with alterations in coordinated patterns of the large-scale brain functional and structural systems. However, age-related changes in functional networks constructed via positron emission tomography (PET) data are still barely understood. Here, we constructed functional brain networks composed of 90 regions in younger (mean age = 36:5 years) and older (mean age = 56:3 years) age groups with PET data. 113 younger and 110 older healthy individuals were separately selected for two age groups, from a physical examination database. Corresponding brain functional networks of the two groups were constructed by thresholding average cerebral glucose metabolism correlation matrices of 90 regions and analysed using graph theoretical approaches. Although both groups showed normal small-world architecture in the PET networks, increased clustering and decreased efficiency were found in older subjects, implying a degeneration process that brain system shifts from a small-world network to regular one along with normal aging. Moreover, normal senescence was related to changed nodal centralities predominantly in association and paralimbic cortex regions, e.g. increasing in orbitofrontal cortex (middle) and decreasing in left hippocampus. Additionally, the older networks were about equally as robust to random failures as younger counterpart, but more vulnerable against targeted attacks. Finally, methods in the construction of the PET networks revealed reasonable robustness. Our findings enhanced the understanding about the topological principles of PET networks and changes related to normal aging.
引用
收藏
页数:13
相关论文
共 67 条
[1]   A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs [J].
Achard, S ;
Salvador, R ;
Whitcher, B ;
Suckling, J ;
Bullmore, ET .
JOURNAL OF NEUROSCIENCE, 2006, 26 (01) :63-72
[2]   Efficiency and cost of economical brain functional networks [J].
Achard, Sophie ;
Bullmore, Edward T. .
PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (02) :174-183
[3]   Development and Decline of Memory Functions in Normal, Pathological and Healthy Successful Aging [J].
Aine, C. J. ;
Sanfratello, L. ;
Adair, J. C. ;
Knoefel, J. E. ;
Caprihan, A. ;
Stephen, J. M. .
BRAIN TOPOGRAPHY, 2011, 24 (3-4) :323-339
[4]  
Albert M.L., 1994, CLIN NEUROLOGY AGING, V2nd
[5]   Error and attack tolerance of complex networks [J].
Albert, R ;
Jeong, H ;
Barabási, AL .
NATURE, 2000, 406 (6794) :378-382
[6]   Hierarchical organization of human cortical networks in health and schizophrenia [J].
Bassett, Danielle S. ;
Bullmore, Edward T. ;
Verchinski, Beth A. ;
Mattay, Venkata S. ;
Weinberger, Daniel R. ;
Meyer-Lindenberg, Andreas .
JOURNAL OF NEUROSCIENCE, 2008, 28 (37) :9239-9248
[7]   Human brain networks in health and disease [J].
Bassett, Danielle S. ;
Bullmore, Edward T. .
CURRENT OPINION IN NEUROLOGY, 2009, 22 (04) :340-347
[8]   Small-world brain networks [J].
Bassett, Danielle Smith ;
Bullmore, Edward T. .
NEUROSCIENTIST, 2006, 12 (06) :512-523
[9]   Conceptual processing during the conscious resting state: A functional MRI study [J].
Binder, JR ;
Frost, JA ;
Hammeke, TA ;
Bellgowan, PSF ;
Rao, SM ;
Cox, RW .
JOURNAL OF COGNITIVE NEUROSCIENCE, 1999, 11 (01) :80-93
[10]   Default mode network connectivity:: effects of age sex, and analytic approach [J].
Bluhm, Robyn L. ;
Osuch, Elizabeth A. ;
Lanius, Ruth A. ;
Boksman, Kristine ;
Neufeld, Richard W. J. ;
Theberge, Jean ;
Williamson, Peter .
NEUROREPORT, 2008, 19 (08) :887-891